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@dependabot dependabot bot commented on behalf of github Jan 7, 2026

Bumps pyarrow from 20.0.0 to 22.0.0.

Release notes

Sourced from pyarrow's releases.

Apache Arrow 22.0.0

Release Notes URL: https://arrow.apache.org/release/22.0.0.html

Apache Arrow 22.0.0 RC1

Release Notes: Release Candidate: 22.0.0 RC1

Apache Arrow 22.0.0 RC0

Release Notes: Release Candidate: 22.0.0 RC0

Apache Arrow 21.0.0

Release Notes URL: https://arrow.apache.org/release/21.0.0.html

Apache Arrow 21.0.0 RC6

Release Notes: Release Candidate: 21.0.0 RC6

Apache Arrow 21.0.0 RC5

Release Notes: Release Candidate: 21.0.0 RC5

Apache Arrow 21.0.0 RC4

Release Notes: Release Candidate: 21.0.0 RC4

Apache Arrow 21.0.0 RC3

Release Notes: Release Candidate: 21.0.0 RC3

Apache Arrow 21.0.0 RC2

Release Notes: Release Candidate: 21.0.0 RC2

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@dependabot dependabot bot added dependencies Pull requests that update a dependency file python Pull requests that update Python code labels Jan 7, 2026
@dependabot dependabot bot requested a review from a team as a code owner January 7, 2026 21:07
@dependabot dependabot bot added dependencies Pull requests that update a dependency file python Pull requests that update Python code labels Jan 7, 2026
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Bumps [pyarrow](https://github.com/apache/arrow) from 20.0.0 to 22.0.0.
- [Release notes](https://github.com/apache/arrow/releases)
- [Commits](apache/arrow@apache-arrow-20.0.0...apache-arrow-22.0.0)

---
updated-dependencies:
- dependency-name: pyarrow
  dependency-version: 22.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <[email protected]>
@dependabot dependabot bot force-pushed the dependabot/pip/pyarrow-22.0.0 branch from 8972541 to 963fc95 Compare January 8, 2026 07:18
@dataops-ci-bot
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Integration report for "chore(deps): bump pyarrow from 20.0.0 to 22.0.0"

sql.diff

Click to expand!
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.fenix.active_users.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.fenix.firefox_android_clients.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3: test_active_users_combinations
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3: test_city_and_activity_segment
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3: test_country_and_first_seen_year
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3: test_os_version_build
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3: test_os_version_major_minor
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4: moz-fx-data-shared-prod.telemetry.desktop_active_users.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4: test_active_users_combinations
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4: test_city_and_activity_segment
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4: test_country_and_first_seen_year
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4: test_os_version_build
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4: test_os_version_major_minor
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.firefox_ios.active_users.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.firefox_ios.firefox_ios_clients.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.firefox_ios.metrics_clients_last_seen.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/active_users_aggregates_v3: test_active_users_combinations
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/active_users_aggregates_v3: test_city_and_activity_segment
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/active_users_aggregates_v3: test_country_and_first_seen_year
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/active_users_aggregates_v3: test_os_version_build
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/active_users_aggregates_v3: test_os_version_major_minor
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.focus_android.active_users.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.focus_android.metrics_clients_last_seen.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/active_users_aggregates_v3: test_active_users_combinations
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/active_users_aggregates_v3: test_city_and_activity_segment
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/active_users_aggregates_v3: test_country_and_first_seen_year
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/active_users_aggregates_v3: test_os_version_build
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/active_users_aggregates_v3: test_os_version_major_minor
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.focus_ios.active_users.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.focus_ios.metrics_clients_last_seen.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/active_users_aggregates_v3: test_active_users_combinations
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/active_users_aggregates_v3: test_city_and_activity_segment
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/active_users_aggregates_v3: test_country_and_first_seen_year
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/active_users_aggregates_v3: test_os_version_build
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/active_users_aggregates_v3: test_os_version_major_minor
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_android_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.klar_android.active_users.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_android_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.klar_android.metrics_clients_last_seen.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_android_derived/active_users_aggregates_v3: test_active_users_combinations
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_android_derived/active_users_aggregates_v3: test_city_and_activity_segment
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_android_derived/active_users_aggregates_v3: test_country_and_first_seen_year
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_android_derived/active_users_aggregates_v3: test_os_version_build
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_android_derived/active_users_aggregates_v3: test_os_version_major_minor
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_ios_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.klar_ios.active_users.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_ios_derived/active_users_aggregates_v3: moz-fx-data-shared-prod.klar_ios.metrics_clients_last_seen.schema.json
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_ios_derived/active_users_aggregates_v3: test_active_users_combinations
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_ios_derived/active_users_aggregates_v3: test_city_and_activity_segment
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_ios_derived/active_users_aggregates_v3: test_country_and_first_seen_year
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_ios_derived/active_users_aggregates_v3: test_os_version_build
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/klar_ios_derived/active_users_aggregates_v3: test_os_version_major_minor
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.active_users.schema.json /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.active_users.schema.json
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.active_users.schema.json	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.active_users.schema.json	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,364 @@
+[
+  {
+    "type": "STRING",
+    "name": "segment"
+  },
+  {
+    "type": "STRING",
+    "name": "normalized_app_id"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_since_seen"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_since_active"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_since_created_profile"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_since_seen_session_start"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_since_seen_session_end"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_since_visited_1_uri"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_seen_bits"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_active_bits"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_created_profile_bits"
+  },
+  {
+    "type": "DATE",
+    "name": "submission_date"
+  },
+  {
+    "type": "STRING",
+    "name": "client_id"
+  },
+  {
+    "type": "INTEGER",
+    "name": "sample_id"
+  },
+  {
+    "type": "DATE",
+    "name": "first_run_date"
+  },
+  {
+    "type": "INTEGER",
+    "name": "durations"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_seen_session_start_bits"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_seen_session_end_bits"
+  },
+  {
+    "type": "STRING",
+    "name": "normalized_channel"
+  },
+  {
+    "type": "STRING",
+    "name": "normalized_os"
+  },
+  {
+    "type": "STRING",
+    "name": "normalized_os_version"
+  },
+  {
+    "type": "STRING",
+    "name": "android_sdk_version"
+  },
+  {
+    "type": "STRING",
+    "name": "locale"
+  },
+  {
+    "type": "STRING",
+    "name": "city"
+  },
+  {
+    "type": "STRING",
+    "name": "country"
+  },
+  {
+    "type": "STRING",
+    "name": "app_build"
+  },
+  {
+    "type": "STRING",
+    "name": "app_channel"
+  },
+  {
+    "type": "STRING",
+    "name": "app_display_version"
+  },
+  {
+    "type": "STRING",
+    "name": "architecture"
+  },
+  {
+    "type": "STRING",
+    "name": "device_manufacturer"
+  },
+  {
+    "type": "STRING",
+    "name": "device_model"
+  },
+  {
+    "type": "STRING",
+    "name": "telemetry_sdk_build"
+  },
+  {
+    "type": "DATE",
+    "name": "first_seen_date"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_new_profile"
+  },
+  {
+    "type": "STRING",
+    "name": "distribution_id"
+  },
+  {
+    "type": "STRING",
+    "name": "geo_subdivision"
+  },
+  {
+    "type": "STRING",
+    "name": "profile_group_id"
+  },
+  {
+    "type": "STRING",
+    "name": "install_source"
+  },
+  {
+    "type": "INTEGER",
+    "name": "windows_build_number"
+  },
+  {
+    "type": "INTEGER",
+    "name": "browser_engagement_uri_count"
+  },
+  {
+    "type": "INTEGER",
+    "name": "browser_engagement_active_ticks"
+  },
+  {
+    "type": "STRING",
+    "name": "legacy_telemetry_client_id"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_default_browser"
+  },
+  {
+    "type": "RECORD",
+    "name": "attribution",
+    "fields": [
+      {
+        "type": "STRING",
+        "name": "campaign"
+      },
+      {
+        "type": "STRING",
+        "name": "content"
+      },
+      {
+        "type": "STRING",
+        "name": "medium"
+      },
+      {
+        "type": "STRING",
+        "name": "source"
+      },
+      {
+        "type": "STRING",
+        "name": "term"
+      }
+    ]
+  },
+  {
+    "type": "RECORD",
+    "name": "distribution",
+    "fields": [
+      {
+        "type": "STRING",
+        "name": "name"
+      }
+    ]
+  },
+  {
+    "type": "STRING",
+    "name": "attribution_dltoken"
+  },
+  {
+    "type": "STRING",
+    "name": "attribution_dlsource"
+  },
+  {
+    "type": "STRING",
+    "name": "attribution_experiment"
+  },
+  {
+    "type": "STRING",
+    "name": "attribution_variation"
+  },
+  {
+    "type": "STRING",
+    "name": "attribution_ua"
+  },
+  {
+    "type": "RECORD",
+    "name": "experiments",
+    "fields": [
+      {
+        "type": "STRING",
+        "name": "key"
+      },
+      {
+        "type": "RECORD",
+        "name": "value",
+        "fields": [
+          {
+            "type": "STRING",
+            "name": "branch"
+          },
+          {
+            "type": "RECORD",
+            "name": "extra",
+            "fields": [
+              {
+                "type": "STRING",
+                "name": "type"
+              },
+              {
+                "type": "STRING",
+                "name": "enrollment_id"
+              }
+            ]
+          }
+        ]
+      }
+    ]
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_visited_1_uri_bits"
+  },
+  {
+    "type": "FLOAT",
+    "name": "active_hours_sum"
+  },
+  {
+    "type": "STRING",
+    "name": "startup_profile_selection_reason_first"
+  },
+  {
+    "type": "STRING",
+    "name": "app_name"
+  },
+  {
+    "type": "STRING",
+    "name": "activity_segment"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_dau"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_wau"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_mau"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_daily_user"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_weekly_user"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_monthly_user"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_mobile"
+  },
+  {
+    "type": "STRING",
+    "name": "isp"
+  },
+  {
+    "type": "STRING",
+    "name": "device_type"
+  },
+  {
+    "type": "INTEGER",
+    "name": "first_seen_year"
+  },
+  {
+    "type": "STRING",
+    "name": "app_version"
+  },
+  {
+    "type": "NUMERIC",
+    "name": "app_version_major"
+  },
+  {
+    "type": "NUMERIC",
+    "name": "app_version_minor"
+  },
+  {
+    "type": "NUMERIC",
+    "name": "app_version_patch_revision"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "app_version_is_major_release"
+  },
+  {
+    "type": "STRING",
+    "name": "os"
+  },
+  {
+    "type": "STRING",
+    "name": "os_version"
+  },
+  {
+    "type": "INTEGER",
+    "name": "os_version_major"
+  },
+  {
+    "type": "INTEGER",
+    "name": "os_version_minor"
+  },
+  {
+    "type": "STRING",
+    "name": "channel"
+  }
+]
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.firefox_android_clients.schema.json /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.firefox_android_clients.schema.json
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.firefox_android_clients.schema.json	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.firefox_android_clients.schema.json	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,232 @@
+[
+  {
+    "type": "DATE",
+    "name": "first_seen_date"
+  },
+  {
+    "type": "STRING",
+    "name": "client_id"
+  },
+  {
+    "type": "INTEGER",
+    "name": "sample_id"
+  },
+  {
+    "type": "DATE",
+    "name": "submission_date"
+  },
+  {
+    "type": "DATE",
+    "name": "first_run_date"
+  },
+  {
+    "type": "STRING",
+    "name": "first_reported_country"
+  },
+  {
+    "type": "STRING",
+    "name": "first_reported_isp"
+  },
+  {
+    "type": "STRING",
+    "name": "channel"
+  },
+  {
+    "type": "STRING",
+    "name": "device_manufacturer"
+  },
+  {
+    "type": "STRING",
+    "name": "device_model"
+  },
+  {
+    "type": "STRING",
+    "name": "os_version"
+  },
+  {
+    "type": "STRING",
+    "name": "app_version"
+  },
+  {
+    "type": "STRING",
+    "name": "locale"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "activated"
+  },
+  {
+    "type": "STRING",
+    "name": "adjust_campaign"
+  },
+  {
+    "type": "STRING",
+    "name": "adjust_ad_group"
+  },
+  {
+    "type": "STRING",
+    "name": "adjust_creative"
+  },
+  {
+    "type": "STRING",
+    "name": "distribution_id"
+  },
+  {
+    "type": "STRING",
+    "name": "meta_attribution_app"
+  },
+  {
+    "type": "STRING",
+    "name": "play_store_attribution_campaign"
+  },
+  {
+    "type": "STRING",
+    "name": "play_store_attribution_content"
+  },
+  {
+    "type": "STRING",
+    "name": "play_store_attribution_medium"
+  },
+  {
+    "type": "STRING",
+    "name": "play_store_attribution_source"
+  },
+  {
+    "type": "STRING",
+    "name": "play_store_attribution_term"
+  },
+  {
+    "type": "STRING",
+    "name": "play_store_attribution_install_referrer_response"
+  },
+  {
+    "type": "STRING",
+    "name": "last_reported_adjust_campaign"
+  },
+  {
+    "type": "STRING",
+    "name": "last_reported_adjust_ad_group"
+  },
+  {
+    "type": "STRING",
+    "name": "last_reported_adjust_creative"
+  },
+  {
+    "type": "STRING",
+    "name": "last_reported_adjust_network"
+  },
+  {
+    "type": "DATE",
+    "name": "last_reported_date"
+  },
+  {
+    "type": "STRING",
+    "name": "last_reported_channel"
+  },
+  {
+    "type": "STRING",
+    "name": "last_reported_country"
+  },
+  {
+    "type": "STRING",
+    "name": "last_reported_device_model"
+  },
+  {
+    "type": "STRING",
+    "name": "last_reported_device_manufacturer"
+  },
+  {
+    "type": "STRING",
+    "name": "last_reported_locale"
+  },
+  {
+    "fields": [
+      {
+        "type": "BOOLEAN",
+        "name": "reported_first_session_ping"
+      },
+      {
+        "type": "BOOLEAN",
+        "name": "reported_metrics_ping"
+      },
+      {
+        "type": "BOOLEAN",
+        "name": "reported_baseline_ping"
+      },
+      {
+        "type": "DATE",
+        "name": "min_first_session_ping_submission_date"
+      },
+      {
+        "type": "DATE",
+        "name": "min_first_session_ping_run_date"
+      },
+      {
+        "type": "DATE",
+        "name": "min_metrics_ping_submission_date"
+      },
+      {
+        "type": "STRING",
+        "name": "adjust_network__source_ping"
+      },
+      {
+        "type": "STRING",
+        "name": "install_source__source_ping"
+      },
+      {
+        "type": "DATETIME",
+        "name": "adjust_network__source_ping_datetime"
+      },
+      {
+        "type": "DATETIME",
+        "name": "install_source__source_ping_datetime"
+      },
+      {
+        "type": "DATETIME",
+        "name": "play_store_attribution_campaign__ping_datetime"
+      },
+      {
+        "type": "DATETIME",
+        "name": "play_store_attribution_content__ping_datetime"
+      },
+      {
+        "type": "DATETIME",
+        "name": "play_store_attribution_medium__ping_datetime"
+      },
+      {
+        "type": "DATETIME",
+        "name": "play_store_attribution_source__ping_datetime"
+      },
+      {
+        "type": "DATETIME",
+        "name": "play_store_attribution_term__ping_datetime"
+      },
+      {
+        "type": "DATETIME",
+        "name": "play_store_attribution_install_referrer_response__ping_datetime"
+      },
+      {
+        "type": "DATETIME",
+        "name": "meta_attribution_app__ping_datetime"
+      }
+    ],
+    "name": "metadata",
+    "type": "RECORD"
+  },
+  {
+    "type": "STRING",
+    "name": "adjust_network"
+  },
+  {
+    "type": "STRING",
+    "name": "install_source"
+  },
+  {
+    "type": "INTEGER",
+    "name": "campaign_id"
+  },
+  {
+    "type": "INTEGER",
+    "name": "ad_group_id"
+  }
+]
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.schema.json /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.schema.json
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.schema.json	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.schema.json	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,34 @@
+[
+  {
+    "type": "DATE",
+    "name": "submission_date"
+  },
+  {
+    "type": "STRING",
+    "name": "client_id"
+  },
+  {
+    "type": "INTEGER",
+    "name": "sample_id"
+  },
+  {
+    "type": "STRING",
+    "name": "normalized_channel"
+  },
+  {
+    "type": "INTEGER",
+    "name": "n_metrics_ping"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_sent_metrics_ping_bits"
+  },
+  {
+    "type": "INTEGER",
+    "name": "uri_count"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_default_browser"
+  }
+]
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/expect.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/expect.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/expect.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/expect.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,13 @@
+---
+- submission_date: 2020-01-05
+  app_name: Fenix
+  attributed: False
+  country: ??
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 3
+  weekly_users: 3
+  monthly_users: 0
+  dau: 3
+  wau: 1
+  mau: 0
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.active_users.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.active_users.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.active_users.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.active_users.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,25 @@
+# combinations for active users status should return the correct dau, wau, mau.
+- submission_date: 2020-01-05
+  app_name: Fenix
+  is_daily_user: True
+  is_weekly_user: True
+  is_monthly_user: False
+  is_dau: True
+  is_wau: False
+  is_mau: False
+- submission_date: 2020-01-05
+  app_name: Fenix
+  is_daily_user: True
+  is_weekly_user: True
+  is_monthly_user: False
+  is_dau: True
+  is_wau: False
+  is_mau: False
+- submission_date: 2020-01-05
+  app_name: Fenix
+  is_daily_user: True
+  is_weekly_user: True
+  is_monthly_user: False
+  is_dau: True
+  is_wau: True
+  is_mau: False
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,5 @@
+# additional combinations for active users
+- first_seen_date: 2020-01-05
+  client_id: client-1
+- first_seen_date: 2020-01-05
+  client_id: client-2
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,5 @@
+# additional combinations for active users
+- submission_date: 2020-01-05
+  client_id: client-1
+- submission_date: 2020-01-05
+  client_id: client-2
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/query_params.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/query_params.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/query_params.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_active_users_combinations/query_params.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,4 @@
+---
+- name: submission_date
+  type: DATE
+  value: 2020-01-05
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/expect.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/expect.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/expect.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/expect.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,29 @@
+---
+- submission_date: 2020-01-05
+  app_name: Fenix
+  attributed: False
+  segment: segment-3
+  city: ??
+  country: ??
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 0
+  weekly_users: 0
+  monthly_users: 0
+  dau: 0
+  wau: 1
+  mau: 1
+- submission_date: 2020-01-05
+  app_name: Fenix
+  attributed: False
+  city: city-4
+  country: ??
+  segment: segment-4
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 0
+  weekly_users: 0
+  monthly_users: 1
+  dau: 0
+  wau: 0
+  mau: 1
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.active_users.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.active_users.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.active_users.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.active_users.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,21 @@
+# city NULL should result in ??. activity_segment calculation remains stable.
+- submission_date: 2020-01-05
+  app_name: Fenix
+  client_id: client-3
+  sample_id: 3
+  city: ??
+  activity_segment: segment-3
+  is_dau: False
+  is_wau: True
+  is_mau: True
+# city not NULL and activity_segment calculation remain stable.
+- submission_date: 2020-01-05
+  app_name: Fenix
+  client_id: client-4
+  sample_id: 3
+  city: city-4
+  activity_segment: segment-4
+  is_monthly_user: True
+  is_dau: False
+  is_wau: False
+  is_mau: True
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,5 @@
+# additional combinations for active users
+- first_seen_date: 2010-01-05
+  client_id: client-1
+- first_seen_date: 2010-01-05
+  client_id: client-2
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,5 @@
+# additional combinations for active users
+- submission_date: 2020-01-05
+  client_id: client-1
+- submission_date: 2020-01-05
+  client_id: client-2
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/query_params.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/query_params.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/query_params.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_city_and_activity_segment/query_params.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,4 @@
+---
+- name: submission_date
+  type: DATE
+  value: 2020-01-05
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/expect.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/expect.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/expect.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/expect.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,27 @@
+---
+- submission_date: 2020-01-01
+  app_name: Fenix
+  attributed: False
+  first_seen_year: 2000
+  country: ??
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 0
+  weekly_users: 0
+  monthly_users: 0
+  dau: 0
+  wau: 0
+  mau: 0
+- submission_date: 2020-01-01
+  app_name: Fenix
+  attributed: False
+  first_seen_year: 2010
+  country: CO
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 0
+  weekly_users: 0
+  monthly_users: 0
+  dau: 1
+  wau: 1
+  mau: 1
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.active_users.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.active_users.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.active_users.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.active_users.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,19 @@
+# country null should result in ??. first_seen_year_new calculated correctly.
+- submission_date: 2020-01-01
+  app_name: Fenix
+  client_id: client-1
+  sample_id: 0
+  first_seen_date: 2000-01-01
+  is_dau: False
+  is_wau: False
+  is_mau: False
+# country not null. first_seen_year_new calculated correctly.
+- submission_date: 2020-01-01
+  app_name: Fenix
+  client_id: client-2
+  sample_id: 2
+  country: CO
+  first_seen_date: 2010-11-01
+  is_dau: True
+  is_wau: True
+  is_mau: True
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,5 @@
+# additional combinations for active users
+- first_seen_date: 2010-01-05
+  client_id: client-1
+- first_seen_date: 2010-01-05
+  client_id: client-2
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,5 @@
+# additional combinations for active users
+- submission_date: 2020-01-05
+  client_id: client-1
+- submission_date: 2020-01-05
+  client_id: client-2
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/query_params.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/query_params.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/query_params.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_country_and_first_seen_year/query_params.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,4 @@
+---
+- name: submission_date
+  type: DATE
+  value: 2020-01-01
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/expect.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/expect.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/expect.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/expect.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,26 @@
+---
+- submission_date: 2020-01-03
+  app_name: Fenix
+  attributed: False
+  country: ??
+  os_version: '10.0'
+  os_version_major: 10
+  os_version_minor: 0
+  daily_users: 0
+  weekly_users: 0
+  monthly_users: 0
+  dau: 0
+  wau: 0
+  mau: 0
+- submission_date: 2020-01-03
+  app_name: Fenix
+  attributed: False
+  country: ??
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 1
+  weekly_users: 1
+  monthly_users: 1
+  dau: 0
+  wau: 0
+  mau: 0
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.active_users.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.active_users.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.active_users.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.active_users.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,20 @@
+# os_version unaffected by Windows build number as it only applies to Fx Desktop.
+- submission_date: 2020-01-03
+  app_name: Fenix
+  client_id: client-5
+  sample_id: 5
+  os: Windows_NT
+  normalized_os_version: 10.0
+  windows_build_number: 26100
+  is_daily_user: False
+  is_weekly_user: False
+  is_monthly_user: False
+# os_version stable for Linux / Mobile.
+- submission_date: 2020-01-03
+  app_name: Fenix
+  client_id: client-6
+  sample_id: 6
+  os: Linux
+  is_daily_user: True
+  is_weekly_user: True
+  is_monthly_user: True
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,5 @@
+# additional combinations for active users
+- first_seen_date: 2010-01-05
+  client_id: client-1
+- first_seen_date: 2010-01-05
+  client_id: client-2
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,5 @@
+# additional combinations for active users
+- submission_date: 2020-01-05
+  client_id: client-1
+- submission_date: 2020-01-05
+  client_id: client-2
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/query_params.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/query_params.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/query_params.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_build/query_params.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,4 @@
+---
+- name: submission_date
+  type: DATE
+  value: 2020-01-03
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/expect.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/expect.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/expect.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/expect.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,27 @@
+---
+- submission_date: 2020-01-04
+  attributed: False
+  app_name: Fenix
+  country: ??
+  os_version_major: 10
+  os_version_minor: 3
+  os_version: '10.3.10'
+  daily_users: 0
+  weekly_users: 1
+  monthly_users: 1
+  dau: 0
+  wau: 0
+  mau: 0
+- submission_date: 2020-01-04
+  app_name: Fenix
+  attributed: False
+  country: ??
+  os_version: '11'
+  os_version_minor: 0
+  os_version_major: 11
+  daily_users: 0
+  weekly_users: 0
+  monthly_users: 1
+  dau: 0
+  wau: 0
+  mau: 0
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.active_users.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.active_users.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.active_users.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.active_users.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,20 @@
+# os_version_major & os_version_minor remain stable.
+- submission_date: 2020-01-04
+  app_name: Fenix
+  client_id: client-7
+  sample_id: 7
+  os: os-7
+  normalized_os_version: 10.3.10
+  is_daily_user: False
+  is_weekly_user: True
+  is_monthly_user: True
+# os_version without major nor minor.
+- submission_date: 2020-01-04
+  app_name: Fenix
+  client_id: client-8
+  sample_id: 8
+  os: os-8
+  normalized_os_version: 11
+  is_daily_user: False
+  is_weekly_user: False
+  is_monthly_user: True
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.firefox_android_clients.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,7 @@
+# additional combinations for active users
+- first_seen_date: 2010-01-05
+  client_id: client-1
+- first_seen_date: 2010-01-05
+  client_id: client-2
+  adjust_network: adjust-2
+  install_source: install-2
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/moz-fx-data-shared-prod.fenix.metrics_clients_last_seen.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,5 @@
+# additional combinations for active users
+- submission_date: 2020-01-05
+  client_id: client-1
+- submission_date: 2020-01-05
+  client_id: client-2
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/query_params.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/query_params.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/query_params.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/test_os_version_major_minor/query_params.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,4 @@
+---
+- name: submission_date
+  type: DATE
+  value: 2020-01-04
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/moz-fx-data-shared-prod.telemetry.desktop_active_users.schema.json /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/moz-fx-data-shared-prod.telemetry.desktop_active_users.schema.json
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/moz-fx-data-shared-prod.telemetry.desktop_active_users.schema.json	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/moz-fx-data-shared-prod.telemetry.desktop_active_users.schema.json	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,130 @@
+[
+  {
+    "type": "DATE",
+    "name": "submission_date"
+  },
+  {
+    "type": "STRING",
+    "name": "client_id"
+  },
+  {
+    "type": "STRING",
+    "name": "profile_group_id"
+  },
+  {
+    "type": "INTEGER",
+    "name": "sample_id"
+  },
+  {
+    "type": "STRING",
+    "name": "activity_segment"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_seen_bits"
+  },
+  {
+    "type": "INTEGER",
+    "name": "days_active_bits"
+  },
+  {
+    "type": "STRING",
+    "name": "app_name"
+  },
+  {
+    "type": "STRING",
+    "name": "app_version"
+  },
+  {
+    "type": "STRING",
+    "name": "normalized_channel"
+  },
+  {
+    "type": "STRING",
+    "name": "country"
+  },
+  {
+    "type": "STRING",
+    "name": "city"
+  },
+  {
+    "type": "STRING",
+    "name": "locale"
+  },
+  {
+    "type": "DATE",
+    "name": "first_seen_date"
+  },
+  {
+    "type": "STRING",
+    "name": "os"
+  },
+  {
+    "type": "STRING",
+    "name": "normalized_os_version"
+  },
+  {
+    "type": "INTEGER",
+    "name": "windows_build_number"
+  },
+  {
+    "type": "INTEGER",
+    "name": "scalar_parent_browser_engagement_total_uri_count_normal_and_private_mode_sum"
+  },
+  {
+    "type": "INTEGER",
+    "name": "scalar_parent_browser_engagement_total_uri_count_sum"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_default_browser"
+  },
+  {
+    "type": "STRING",
+    "name": "isp_name"
+  },
+  {
+    "type": "STRING",
+    "name": "distribution_id"
+  },
+  {
+    "type": "FLOAT",
+    "name": "active_hours_sum"
+  },
+  {
+    "type": "STRING",
+    "name": "attribution_source"
+  },
+  {
+    "type": "STRING",
+    "name": "attribution_medium"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_dau"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_wau"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_mau"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_daily_user"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_weekly_user"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_monthly_user"
+  },
+  {
+    "type": "BOOLEAN",
+    "name": "is_desktop"
+  }
+]
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/expect.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/expect.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/expect.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/expect.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,13 @@
+---
+- submission_date: 2020-01-05
+  app_name: Firefox Desktop
+  city: ??
+  country: ??
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 3
+  weekly_users: 3
+  monthly_users: 0
+  dau: 3
+  wau: 1
+  mau: 0
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,28 @@
+# combinations for active users status should return the correct dau, wau, mau.
+- submission_date: 2020-01-05
+  client_id: client-1
+  app_name: Firefox Desktop
+  is_daily_user: True
+  is_weekly_user: True
+  is_monthly_user: False
+  is_dau: True
+  is_wau: False
+  is_mau: False
+- submission_date: 2020-01-05
+  client_id: client-2
+  app_name: Firefox Desktop
+  is_daily_user: True
+  is_weekly_user: True
+  is_monthly_user: False
+  is_dau: True
+  is_wau: False
+  is_mau: False
+- submission_date: 2020-01-05
+  client_id: client-3
+  app_name: Firefox Desktop
+  is_daily_user: True
+  is_weekly_user: True
+  is_monthly_user: False
+  is_dau: True
+  is_wau: True
+  is_mau: False
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/query_params.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/query_params.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/query_params.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_active_users_combinations/query_params.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,4 @@
+---
+- name: submission_date
+  type: DATE
+  value: 2020-01-05
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/expect.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/expect.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/expect.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/expect.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,27 @@
+---
+- submission_date: 2020-01-05
+  app_name: Firefox Desktop
+  segment_dau: segment-3
+  city: ??
+  country: ??
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 0
+  weekly_users: 1
+  monthly_users: 1
+  dau: 0
+  wau: 1
+  mau: 1
+- submission_date: 2020-01-05
+  app_name: Firefox Desktop
+  city: city-4
+  country: ??
+  segment_dau: segment-4
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 0
+  weekly_users: 0
+  monthly_users: 1
+  dau: 0
+  wau: 0
+  mau: 1
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,23 @@
+# city NULL should result in ??. activity_segment calculation remains stable.
+- submission_date: 2020-01-05
+  app_name: Firefox Desktop
+  client_id: client-3
+  sample_id: 3
+  city: ??
+  activity_segment: segment-3
+  is_weekly_user: True
+  is_monthly_user: True
+  is_dau: False
+  is_wau: True
+  is_mau: True
+# city not NULL and activity_segment calculation remain stable.
+- submission_date: 2020-01-05
+  app_name: Firefox Desktop
+  client_id: client-4
+  sample_id: 3
+  city: city-4
+  activity_segment: segment-4
+  is_monthly_user: True
+  is_dau: False
+  is_wau: False
+  is_mau: True
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/query_params.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/query_params.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/query_params.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_city_and_activity_segment/query_params.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,4 @@
+---
+- name: submission_date
+  type: DATE
+  value: 2020-01-05
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/expect.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/expect.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/expect.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/expect.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,27 @@
+---
+- submission_date: 2020-01-01
+  app_name: Firefox Desktop
+  first_seen_year_new: 2000
+  city: ??
+  country: ??
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 0
+  weekly_users: 0
+  monthly_users: 0
+  dau: 0
+  wau: 0
+  mau: 0
+- submission_date: 2020-01-01
+  app_name: Firefox Desktop
+  first_seen_year_new: 2010
+  city: ??
+  country: CO
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 1
+  weekly_users: 1
+  monthly_users: 1
+  dau: 1
+  wau: 1
+  mau: 1
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,22 @@
+# country null should result in ??. first_seen_year_new calculated correctly.
+- submission_date: 2020-01-01
+  app_name: Firefox Desktop
+  client_id: client-1
+  sample_id: 0
+  first_seen_date: 2000-01-01
+  is_dau: False
+  is_wau: False
+  is_mau: False
+# country not null. first_seen_year_new calculated correctly.
+- submission_date: 2020-01-01
+  app_name: Firefox Desktop
+  client_id: client-2
+  sample_id: 2
+  country: CO
+  first_seen_date: 2010-11-01
+  is_daily_user: True
+  is_weekly_user: True
+  is_monthly_user: True
+  is_dau: True
+  is_wau: True
+  is_mau: True
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/query_params.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/query_params.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/query_params.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_country_and_first_seen_year/query_params.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,4 @@
+---
+- name: submission_date
+  type: DATE
+  value: 2020-01-01
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_os_version_build/expect.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_os_version_build/expect.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_os_version_build/expect.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_os_version_build/expect.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,28 @@
+---
+- submission_date: 2020-01-03
+  app_name: Firefox Desktop
+  city: ??
+  country: ??
+  os_version_major: 10
+  os_version_minor: 0
+  os: Windows_NT
+  os_version_build: Windows 11
+  daily_users: 0
+  weekly_users: 0
+  monthly_users: 0
+  dau: 0
+  wau: 0
+  mau: 0
+- submission_date: 2020-01-03
+  app_name: Firefox Desktop
+  city: ??
+  country: ??
+  os: Linux
+  os_version_major: 0
+  os_version_minor: 0
+  daily_users: 1
+  weekly_users: 1
+  monthly_users: 1
+  dau: 0
+  wau: 0
+  mau: 0
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_os_version_build/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_os_version_build/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_os_version_build/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_os_version_build/moz-fx-data-shared-prod.telemetry.desktop_active_users.yaml	2026-01-08 07:25:40.000000000 +0000
@@ -0,0 +1,20 @@
+# os_version integrates Windows build number.
+- submission_date: 2020-01-03
+  app_name: Firefox Desktop
+  client_id: client-5
+  sample_id: 5
+  os: Windows_NT
+  normalized_os_version: 10.0
+  windows_build_number: 26100
+  is_daily_user: False
+  is_weekly_user: False
+  is_monthly_user: False
+# os_version unaffected by indows build number for Linux.
+- submission_date: 2020-01-03
+  app_name: Firefox Desktop
+  client_id: client-6
+  sample_id: 6
+  os: Linux
+  is_daily_user: True
+  is_weekly_user: True
+  is_monthly_user: True
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_os_version_build/query_params.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v4/test_os_version_build/query_params.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fire

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