---
bqetl_error_aggregates:
  schedule_interval: 3h
  default_args:
    owner: wkahngreene@mozilla.com
    email:
      [
        "telemetry-alerts@mozilla.com",
        "wkahngreene@mozilla.com",
      ]
    start_date: "2019-11-01"
    retries: 1
    retry_delay: 20m
    depends_on_past: false
  tags:
    - impact/tier_1

bqetl_ssl_ratios:
  schedule_interval: 0 2 * * *
  description: The DAG schedules SSL ratios queries.
  default_args:
    owner: chutten@mozilla.com
    start_date: "2019-07-20"
    email: ["telemetry-alerts@mozilla.com", "chutten@mozilla.com"]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_3

bqetl_amo_stats:
  schedule_interval: 0 3 * * *
  # yamllint disable rule:line-length
  description: |
    Add-on download and install statistics to power the
    [addons.mozilla.org](https://addons.mozilla.org) (AMO) stats pages.

    See the [post on the Add-Ons Blog](https://blog.mozilla.org/addons/2020/06/10/improvements-to-statistics-processing-on-amo/).
  # yamllint enable rule:line-length
  default_args:
    owner: kik@mozilla.com
    start_date: "2020-06-01"
    email: ["telemetry-alerts@mozilla.com", "kik@mozilla.com"]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_core:
  schedule_interval: 0 2 * * *
  description:
    Tables derived from the legacy telemetry `core` ping sent by various
    mobile applications.
  default_args:
    owner: ascholtz@mozilla.com
    start_date: "2019-07-25"
    email: ["telemetry-alerts@mozilla.com", "ascholtz@mozilla.com"]
    retries: 1
    retry_delay: 5m
  tags:
    - impact/tier_1

bqetl_nondesktop:
  schedule_interval: 0 3 * * *
  default_args:
    owner: "ascholtz@mozilla.com"
    start_date: "2019-07-25"
    email: [
      "telemetry-alerts@mozilla.com",
    ]
    retries: 1
    retry_delay: 5m
  tags:
    - impact/tier_1

bqetl_mobile_search:
  schedule_interval: 0 2 * * *
  default_args:
    owner: anicholson@mozilla.com
    start_date: "2019-07-25"
    email:
      - "telemetry-alerts@mozilla.com"
      - "anicholson@mozilla.com"
      - "akomar@mozilla.com"
      - "cmorales@mozilla.com"
    retries: 1
    retry_delay: 5m
  tags:
    - impact/tier_1

bqetl_fxa_events:
  schedule_interval: 30 1 * * *
  description: |
    Copies data from a Firefox Accounts (FxA) project. Those source tables
    are populated via Cloud Logging (Stackdriver). We hash various fields
    as part of the import.

    The DAG also provides daily aggregations on top of the raw log data,
    which eventually power high-level reporting about FxA usage.

    Tasks here have occasionally failed due to incompatible schema changes
    in the tables populated by Cloud Logging.
    See https://github.com/mozilla/bigquery-etl/issues/1684 for an example
    mitigation.
  default_args:
    owner: kik@mozilla.com
    start_date: "2019-03-01"
    email: ["telemetry-alerts@mozilla.com", "kik@mozilla.com"]
    retries: 1
    retry_delay: 10m
  tags:
    - impact/tier_1

bqetl_accounts_backend_external:
  schedule_interval: 30 1 * * *
  description: |
    Copies data from Firefox Accounts (FxA) CloudSQL databases.

    This DAG is under active development.
  default_args:
    owner: akomar@mozilla.com
    start_date: "2023-09-19"
    email: ["akomar@mozilla.com", "telemetry-alerts@mozilla.com"]
    retries: 1
    retry_delay: 10m
  tags:
    - impact/tier_3
    - repo/bigquery-etl

bqetl_accounts_derived:
  schedule_interval: 30 2 * * *
  description: |
    Derived tables for analyzing data from Mozilla Accounts (`accounts_backend` and
    `accounts_frontend` Glean applications).

    This DAG is under active development.
  default_args:
    owner: akomar@mozilla.com
    start_date: "2024-01-01"
    email: ["akomar@mozilla.com", "ksiegler@mozilla.com"]
    retries: 1
    retry_delay: 10m
  tags:
    - impact/tier_3
    - repo/bigquery-etl

bqetl_subplat:
  schedule_interval: 45 1 * * *
  description: |
    Daily imports for Subscription Platform data from Stripe and the Mozilla VPN
    operational DB as well as derived tables based on that data.

    Depends on `bqetl_fxa_events`, so is scheduled to run a bit after that.

    Stripe data retrieved by stripe_external__itemized_payout_reconciliation__v5
    task has highly viariable availability timing, so it is possible for it to
    fail with the following type of error:
    `Report 'frr_...' did not succeed, status was 'pending'`
    In such cases the failure is expected, the task will continue to retry every
    30 minutes until the data becomes available. If failure observed looks
    different then it should be reported using the Airflow triage process.

  default_args:
    owner: srose@mozilla.com
    start_date: "2021-07-20"
    email: ["telemetry-alerts@mozilla.com", "srose@mozilla.com"]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_mozilla_vpn_site_metrics:
  schedule_interval: 0 15 * * *
  description: |
    Daily extracts from the Google Analytics tables for Mozilla VPN as well as
    derived tables based on that data.

    Depends on Google Analytics exports, which have highly variable timing, so
    queries depend on site_metrics_empty_check_v1, which retries every 30
    minutes to wait for data to be available.
  default_args:
    owner: srose@mozilla.com
    start_date: "2021-04-22"
    email: ["telemetry-alerts@mozilla.com", "srose@mozilla.com"]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_2

bqetl_gud:
  schedule_interval: 0 3 * * *
  description: Optimized tables that power the
    [Mozilla Growth and Usage Dashboard](https://gud.telemetry.mozilla.org).
  default_args:
    owner: jklukas@mozilla.com
    start_date: "2019-07-25"
    email: ["telemetry-alerts@mozilla.com", "jklukas@mozilla.com"]
    retries: 1
    retry_delay: 5m
  tags:
    - impact/tier_1

bqetl_messaging_system:
  schedule_interval: 0 2 * * *
  description: |
    Daily aggregations on top of pings sent for the `messaging_system`
    namespace by desktop Firefox.
  default_args:
    owner: najiang@mozilla.com
    start_date: "2019-07-25"
    email: ["telemetry-alerts@mozilla.com", "najiang@mozilla.com"]
    retries: 1
    retry_delay: 5m
  tags:
    - impact/tier_3

bqetl_activity_stream:
  schedule_interval: 0 2 * * *
  description: |
    Daily aggregations on top of pings sent for the `activity_stream`
    namespace by desktop Firefox. These are largely related to activity
    on the newtab page and engagement with Pocket content.
  default_args:
    owner: anicholson@mozilla.com
    start_date: "2019-07-25"
    email: ["telemetry-alerts@mozilla.com", "anicholson@mozilla.com"]
    retries: 1
    retry_delay: 5m
  tags:
    - impact/tier_2

bqetl_search:
  schedule_interval: 0 3 * * *
  default_args:
    owner: anicholson@mozilla.com
    start_date: "2018-11-27"
    email:
      - "telemetry-alerts@mozilla.com"
      - "anicholson@mozilla.com"
      - "akomar@mozilla.com"
      - "cmorales@mozilla.com"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_addons:
  schedule_interval: 0 4 * * *
  description: |
    Daily rollups of addon data from `main` pings.

    Depends on `bqetl_search`, so is scheduled after that DAG.
  default_args:
    owner: kik@mozilla.com
    start_date: "2018-11-27"
    email:
      - "telemetry-alerts@mozilla.com"
      - "kik@mozilla.com"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_2

bqetl_devtools:
  schedule_interval: 0 3 * * *
  description: |
    Summarizes usage of the Dev Tools component of desktop Firefox.
  default_args:
    owner: ascholtz@mozilla.com
    start_date: "2018-11-27"
    email: ["telemetry-alerts@mozilla.com", "ascholtz@mozilla.com"]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_3

bqetl_main_summary:
  schedule_interval: 0 2 * * *
  description: |
    General-purpose derived tables for analyzing usage of desktop Firefox.
    This is one of our highest-impact DAGs and should be handled carefully.
  default_args:
    owner: ascholtz@mozilla.com
    start_date: "2018-11-27"
    email:
      [
        "telemetry-alerts@mozilla.com",
        "ascholtz@mozilla.com",
      ]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_experiments_daily:
  schedule_interval: 0 3 * * *
  description: |
    The DAG schedules queries that query experimentation related
    metrics (enrollments, search, ...) from stable tables to finalize
    numbers of experiment monitoring datasets for a specific date.
  default_args:
    owner: ascholtz@mozilla.com
    start_date: "2018-11-27"
    email: ["telemetry-alerts@mozilla.com", "ascholtz@mozilla.com"]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

# DAG for exporting query data marked as public to GCS
# queries should not be explicitly assigned to this DAG (done automatically)
bqetl_public_data_json:
  schedule_interval: 0 5 * * *
  description: |
    Daily exports of query data marked as public to GCS.

    Depends on the results of several upstream DAGs, the latest of which
    runs at 04:00 UTC.
  default_args:
    owner: ascholtz@mozilla.com
    start_date: "2020-04-14"
    email: ["telemetry-alerts@mozilla.com", "ascholtz@mozilla.com"]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_3

bqetl_internet_outages:
  schedule_interval: 0 7 * * *
  description: |
    DAG for building the internet outages datasets.
    See [bug 1640204](https://bugzilla.mozilla.org/show_bug.cgi?id=1640204).
  default_args:
    owner: aplacitelli@mozilla.com
    start_date: "2020-01-01"
    email: ["aplacitelli@mozilla.com"]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_3

bqetl_deletion_request_volume:
  schedule_interval: 0 1 * * *
  default_args:
    owner: akomar@mozilla.com
    start_date: "2020-06-29"
    email: ["telemetry-alerts@mozilla.com", "akomar@mozilla.com"]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_3

bqetl_fenix_event_rollup:
  schedule_interval: 0 2 * * *
  default_args:
    owner: wlachance@mozilla.com
    start_date: "2020-09-09"
    email: ["wlachance@mozilla.com"]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_org_mozilla_fenix_derived:
  schedule_interval: 0 2 * * *
  default_args:
    depends_on_past: false
    email:
      - amiyaguchi@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    owner: amiyaguchi@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2020-10-18"
  tags:
    - impact/tier_1

bqetl_org_mozilla_firefox_derived:
  schedule_interval: 0 2 * * *
  default_args:
    depends_on_past: false
    email:
      - frank@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    owner: frank@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2022-11-30"
  tags:
    - impact/tier_1

bqetl_org_mozilla_focus_derived:
  schedule_interval: 0 2 * * *
  default_args:
    depends_on_past: false
    email:
      - akomar@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    owner: akomar@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2023-02-22"
  tags:
    - impact/tier_1

bqetl_google_analytics_derived:
  schedule_interval: 0 23 * * *
  description: |
    Daily aggregations of data exported from Google Analytics.

    The GA export runs at 15:00 UTC, so there's an effective 2-day delay
    for user activity to appear in these tables.
  default_args:
    owner: kwindau@mozilla.com
    email:
      - kwindau@mozilla.com
      - telemetry-alerts@mozilla.com
    start_date: "2020-10-31"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_monitoring:
  schedule_interval: 0 2 * * *
  description: |
    This DAG schedules queries and scripts for populating datasets
    used for monitoring of the data platform.
  default_args:
    owner: ascholtz@mozilla.com
    email: ["ascholtz@mozilla.com"]
    start_date: "2018-10-30"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_monitoring_airflow:
  schedule_interval: 0 10 * * *
  description: |
    This DAG schedules queries and scripts for populating datasets
    used for monitoring of Airflow DAGs.
  default_args:
    owner: kik@mozilla.com
    email: ["kik@mozilla.com"]
    start_date: "2022-09-01"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_2

bqetl_event_rollup:
  schedule_interval: 0 3 * * *
  description: |
    Desktop tables (`telemetry_derived.events_daily_v1` and upstream) are deprecated and paused
    (have their scheduling metadata commented out) per https://bugzilla.mozilla.org/show_bug.cgi?id=1805722#c10
  default_args:
    owner: wlachance@mozilla.com
    start_date: "2020-11-03"
    email: ["wlachance@mozilla.com"]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_iprospect:
  schedule_interval: 0 4 * * *
  description: |
    This DAG imports iProspect data from moz-fx-data-marketing-prod-iprospect.
  depends_on_past: false
  default_args:
    owner: ascholtz@mozilla.com
    email:
      [
        "ascholtz@mozilla.com",
        "echo@mozilla.com",
        "shong@mozilla.com"
      ]
    start_date: "2021-04-19"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_search_dashboard:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - akomar@mozilla.com
    email_on_failure: true
    email_on_retry: true
    owner: akomar@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2020-12-14"
  schedule_interval: 30 4 * * *
  tags:
    - impact/tier_2

bqetl_desktop_platform:
  schedule_interval: 0 3 * * *
  default_args:
    owner: ascholtz@mozilla.com
    start_date: "2018-11-01"
    email:
      [
        "telemetry-alerts@mozilla.com",
        "ascholtz@mozilla.com",
        "yzenevich@mozilla.com",
      ]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_3

bqetl_internal_tooling:
  description: |
    This DAG schedules queries for populating queries related to Mozilla's
    internal developer tooling (e.g. mozregression).
  default_args:
    depends_on_past: false
    email:
      - wlachance@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: wlachance@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2020-06-01"
  schedule_interval: 0 4 * * *
  tags:
    - impact/tier_3

bqetl_release_criteria:
  schedule_interval: daily
  default_args:
    owner: perf-pmo@mozilla.com
    start_date: "2020-12-03"
    email:
      - telemetry-alerts@mozilla.com
      - esmyth@mozilla.com
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_pocket:
  default_args:
    depends_on_past: false
    email:
      - kik@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    owner: kik@mozilla.com
    # Retry more than normal because the files from Pocket may not always be available on time.
    retries: 10
    retry_delay: 60m
    start_date: "2021-03-10"
  description: |
    Import of data from Pocket's Snowflake warehouse.

    Originally created for [Bug 1695336](
    https://bugzilla.mozilla.org/show_bug.cgi?id=1695336).

    *Triage notes*

    As long as the most recent DAG run is successful this job can be considered healthy.
    In such case, past DAG failures can be ignored.
  schedule_interval: 0 12 * * *
  tags:
    - impact/tier_2

bqetl_desktop_funnel:
  description: |
    This DAG schedules desktop funnel queries used to power the
    [Numbers that Matter dashboard](https://protosaur.dev/numbers-that-matter/)
  schedule_interval: 0 4 * * *
  default_args:
    owner: ascholtz@mozilla.com
    start_date: "2021-01-01"
    email:
      [
        "telemetry-alerts@mozilla.com",
        "ascholtz@mozilla.com",
      ]
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_firefox_ios:
  default_args:
    depends_on_past: false
    email:
      - kik@mozilla.com
      - frank@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: kik@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2021-03-18"
  description: Schedule daily ios firefox ETL
  schedule_interval: 0 4 * * *
  tags:
    - impact/tier_1

bqetl_releases:
  default_args:
    depends_on_past: false
    email:
      - ascholtz@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: ascholtz@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2021-04-14"
  description: |
    Schedule release data import from https://product-details.mozilla.org/1.0

    For more context, see
    https://wiki.mozilla.org/Release_Management/Product_details
  schedule_interval: 0 4 * * *
  tags:
    - impact/tier_2

bqetl_ctxsvc_derived:
  default_args:
    depends_on_past: false
    email:
      - ctroy@mozilla.com
      - wstuckey@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: ctroy@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2021-05-01'
  description: Contextual services derived tables
  schedule_interval: 0 3 * * *
  tags:
    - impact/tier_2

bqetl_search_terms_daily:
  default_args:
    depends_on_past: false
    email:
      - ctroy@mozilla.com
      - wstuckey@mozilla.com
      - rburwei@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: ctroy@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2021-09-20'
  description: |
    Derived tables on top of search terms data.

    Note that the tasks for populating `suggest_impression_sanitized_v*` are
    particularly important because the source unsanitized dataset has only
    a 2-day retention period, so errors fairly quickly become unrecoverable
    and can impact reporting to partners. If this task errors out, it could
    indicate trouble with an upstream task that runs in a restricted project
    outside of Airflow. Contact `ctroy`, `wstuckey`, `whd`, and `jbuck`.
  schedule_interval: 0 3 * * *
  tags:
    - impact/tier_1

bqetl_experimenter_experiments_import:
  schedule_interval: "*/10 * * * *"
  description: |
    Imports experiments from the Experimenter V4 and V6 API.

    Imported experiment data is used for experiment monitoring in
    [Grafana](https://grafana.telemetry.mozilla.org/d/XspgvdxZz/experiment-enrollment).
  default_args:
    owner: ascholtz@mozilla.com
    start_date: "2020-10-09"
    retries: 0
    email:
      - ascholtz@mozilla.com
  tags:
    - impact/tier_2

bqetl_feature_usage:
  schedule_interval: 0 5 * * *
  description: |
    Daily aggregation of browser features usages from `main` pings,
    `event` pings and addon data.

    Depends on `bqetl_addons` and `bqetl_main_summary`, so is scheduled after.
  default_args:
    owner: ascholtz@mozilla.com
    start_date: "2021-01-01"
    email:
      - "telemetry-alerts@mozilla.com"
      - "ascholtz@mozilla.com"
      - "loines@mozilla.com"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_urlbar:
  schedule_interval: 0 3 * * *
  description: |
    Daily aggregation of metrics related to urlbar usage.
  default_args:
    owner: anicholson@mozilla.com
    start_date: "2021-08-01"
    email:
      - "telemetry-alerts@mozilla.com"
      - "anicholson@mozilla.com"
      - "akomar@mozilla.com"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_2

bqetl_unified:
  schedule_interval: 0 3 * * *
  description: |
    Schedule queries that unify metrics across all products.
  default_args:
    owner: ascholtz@mozilla.com
    start_date: "2021-10-12"
    email:
      - "telemetry-alerts@mozilla.com"
      - "ascholtz@mozilla.com"
      - "loines@mozilla.com"
      - "lvargas@mozilla.com"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_regrets_reporter_summary:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - kik@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: kik@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2021-12-12'
  description: Measure usage of the regrets reporter addon
  schedule_interval: 0 4 * * *
  tags:
    - impact/tier_1

bqetl_cjms_nonprod:
  schedule_interval: 0 * * * *
  description: |
    Hourly ETL for cjms nonprod.
  default_args:
    owner: srose@mozilla.com
    start_date: "2022-03-24"
    email: ["telemetry-alerts@mozilla.com", "srose@mozilla.com"]
    retries: 2
    retry_delay: 5m
  tags:
    - impact/tier_3

bqetl_acoustic_contact_export:
  schedule_interval: 0 9 * * *
  description: |
    Processing data loaded by
    fivetran_acoustic_contact_export
    DAG to clean up the data loaded from Acoustic.
  default_args:
    owner: leli@mozilla.com
    start_date: "2024-04-03"
    email: ["telemetry-alerts@mozilla.com", "leli@mozilla.com"]
    retries: 1
    retry_delay: 5m
  tags:
    - impact/tier_3

bqetl_acoustic_raw_recipient_export:
  schedule_interval: 0 9 * * *
  description: |
    Processing data loaded by
    fivetran_acoustic_raw_recipient_export
    DAG to clean up the data loaded from Acoustic.
  default_args:
    owner: leli@mozilla.com
    start_date: "2024-04-03"
    email: ["telemetry-alerts@mozilla.com", "leli@mozilla.com"]
    retries: 1
    retry_delay: 5m
  tags:
    - impact/tier_3

bqetl_analytics_aggregations:
  default_args:
    depends_on_past: false
    email:
      - "telemetry-alerts@mozilla.com"
      - "lvargas@mozilla.com"
      - "gkaberere@mozilla.com"
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: lvargas@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2022-05-12'
  description: Scheduler to populate the aggregations required for
    analytics engineering and reports optimization.
    It provides data to build growth, search and usage metrics, as well
    as acquisition and retention KPIs, in a model that facilitates
    reporting in Looker.
  schedule_interval: 15 4 * * *
  tags:
    - impact/tier_1

bqetl_fog_decision_support:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - pmcmanis@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: pmcmanis@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2022-05-25'
  description: This DAG schedules queries for calculating FOG decision
   support metrics
  schedule_interval: 0 4 * * *
  tags:
    - impact/tier_3
    - repo/bigquery-etl

bqetl_newtab:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - anicholson@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: anicholson@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2022-07-01'
  description: Schedules newtab related queries.
  schedule_interval: daily
  tags:
    - impact/tier_1

bqetl_desktop_mobile_search_monthly:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - akommasani@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: akommasani@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2019-01-01'
  description: Generate mnthly client data from daily search table
  schedule_interval: "0 5 2 * *"
  tags:
    - impact/tier_1
    - repo/bigquery-etl

bqetl_domain_meta:
  default_args:
    depends_on_past: false
    email:
      - wstuckey@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: wstuckey@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2022-10-13'
  description: Domain metadata
  schedule_interval: monthly
  tags:
    - impact/tier_3
    - triage/no_triage
    - repo/bigquery-etl

bqetl_sponsored_tiles_clients_daily:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - skahmann@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: skahmann@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2022-09-13'
  description: daily run of sponsored tiles related fields
  schedule_interval: 0 4 * * *
  tags:
    - impact/tier_3
    - repo/bigquery-etl

bqetl_mobile_activation:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - vsabino@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: vsabino@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2021-01-01'
  description: Queries related to the mobile activation metric used by Marketing
  schedule_interval: daily
  tags:
    - impact/tier_1
    - repo/bigquery-etl

bqetl_analytics_tables:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - lvargas@mozilla.com
      - gkaberere@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: lvargas@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2022-12-01'
  description: Scheduled queries for analytics tables.
    engineering.
  schedule_interval: 0 2 * * *
  tags:
    - impact/tier_1
    - repo/bigquery-etl
bqetl_fivetran_google_ads:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - frank@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: frank@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-01-01'
  description: Queries for Google Ads data
      coming from Fivetran. Fivetran
      updates these tables every hour.
  schedule_interval: 0 2 * * *
  tags:
    - impact/tier_2
    - repo/bigquery-etl
bqetl_campaign_cost_breakdowns:
  default_args:
    depends_on_past: false
    email:
      - ctroy@mozilla.com
      - frank@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: ctroy@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2021-09-20'
  description: |
    Derived tables on top of fenix installation and DOU metrics,
    as well as Google ads campaign data.
  schedule_interval: 0 3 * * *
  tags:
    - impact/tier_2
    - repo/bigquery-etl
bqetl_fivetran_costs:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - lschiestl@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: lschiestl@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-01-18'
  description: |
    Derived tables for analyzing the Fivetran Costs. Data coming from Fivetran.
  repo: bigquery-etl
  schedule_interval: 0 5 * * *
  tags:
    - impact/tier_3

bqetl_mdn_yari:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - mdn-infra@mozilla.com
      - fmerz@mozilla.com
      - kik@mozilla.com
    email_on_failure: true
    email_on_retry: false
    end_date: null
    owner: fmerz@mozilla.com
    retries: 1
    retry_delay: 5m
    start_date: '2023-02-01'
  description: |
    Monthly data exports of MDN 'Popularities'. This aggregates and counts total
    page visits and normalizes them agains the max.
  schedule_interval: 0 0 1 * *
  tags:
    - impact/tier_3
    - triage/record_only

bqetl_status_check:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: false
    end_date: null
    owner: ascholtz@mozilla.com
    retries: 0
    start_date: '2023-04-01'
  description: |
    This DAG checks if bigquery-etl is working properly. Dummy ETL tasks are executed to detect
    breakages as soon as possible.

    *Triage notes*

    None of these tasks should fail. If they do it is very likely that other/all ETL tasks will
    subsequently fail as well. Any failures should be communicated to the Data Infra Working Group
    as soon as possible.
  schedule_interval: "1h"
  tags:
    - impact/tier_1


bqetl_adjust:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - mhirose@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: mhirose@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-07-06'
  description: |
    Derived tables built on Adjust data downloaded from https://api.adjust.com/kpis/v1/<app_token>
    Using mhirose's API token - no Adjust API token for service accounts, just users.
  repo: bigquery-etl
  schedule_interval: 0 4 * * *
  tags:
    - impact/tier_2
    - repo/bigquery-etl

bqetl_download_funnel_attribution:
  description: Daily aggregations of data exported from Google Analytics joined with Firefox download data.
  default_args:
    depends_on_past: false
    email:
      - gleonard@mozilla.com
      - telemetry-alerts@mozilla.com
    end_date: null
    owner: gleonard@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-04-10'
  schedule_interval: 0 23 * * *
  tags:
    - impact/tier_1

bqetl_fenix_external:
  schedule_interval: 0 2 * * *
  default_args:
    depends_on_past: false
    email:
      - frank@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    owner: frank@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2023-05-07"
  tags:
    - impact/tier_1
    - repo/bigquery-etl
bqetl_fivetran_apple_ads:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - frank@mozilla.com
      - kik@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: kik@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-05-25'
  description: |
    Copies over apple_ads data coming from Fivetran
    into our data BQ project. Fivetran syncs this data
    every hour. We copy the data every 3 hours to our project.
  schedule_interval: 0 3 * * *
  tags:
    - impact/tier_2
bqetl_fivetran_copied_tables:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - frank@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: frank@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-07-04'
  description: |
    Copy over Fivetran data to shared-prod.
  schedule_interval: 0 3 * * *
  tags:
    - impact/tier_2
bqetl_kpis_shredder:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - lvargas@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: lvargas@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-05-16'
  description: |
    This DAG calculates KPIs for shredder client_ids
  repo: bigquery-etl
  schedule_interval: 0 2 */28 * *
  tags:
    - impact/tier_3
    - repo/bigquery-etl
bqetl_default:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: false
    end_date: null
    owner: telemetry-alerts@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-09-01'
  description: This is a default DAG to schedule tasks with lower business impact
    or that don't require a new or existing DAG. Queries are automatically scheduled
    in this DAG during creation when no dag name is specified using option --dag.
    See [related documentation in the cookbooks](https://mozilla.github.io/bigquery-etl/cookbooks/creating_a_derived_dataset/)
  repo: bigquery-etl
  schedule_interval: 0 4 * * *
  tags:
    - impact/tier_3
    - triage/no_triage

bqetl_reference:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - cmorales@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: cmorales@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-09-18'
  description: DAG to build reference data
  repo: bigquery-etl
  schedule_interval: daily
  tags:
    - impact/tier_1
    - repo/bigquery-etl

bqetl_generated_funnels:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - ascholtz@mozilla.com
    email_on_failure: true
    email_on_retry: true
    owner: ascholtz@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-10-14'
  description: DAG scheduling funnels defined in sql_generators/funnels
  repo: bigquery-etl
  schedule_interval: 0 5 * * *
  tags:
    - impact/tier_3
    - triage/no_triage

bqetl_serp:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - akommasani@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: akommasani@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-10-01'
  description: DAG to build serp events data
  repo: bigquery-etl
  schedule_interval: daily
  tags:
    - impact/tier_1
    - repo/bigquery-etl

bqetl_review_checker:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - akommasani@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: akommasani@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-10-01'
  description: DAG to build review checker data
  repo: bigquery-etl
  schedule_interval: daily
  tags:
    - impact/tier_1
    - repo/bigquery-etl

bqetl_ads:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - cmorales@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: cmorales@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-10-10'
  description: Tables related to ads
  repo: bigquery-etl
  schedule_interval: daily
  tags:
    - impact/tier_1
    - repo/bigquery-etl

bqetl_mozilla_org_derived:
  schedule_interval: 0 2 * * *
  default_args:
    depends_on_past: false
    email:
      - frank@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    owner: frank@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2023-11-13"
  tags:
    - impact/tier_1

bqetl_glean_usage:
  schedule_interval: 0 2 * * *
  default_args:
    depends_on_past: false
    email:
      - ascholtz@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: true
    owner: ascholtz@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2023-11-20"
  tags:
    - impact/tier_1

bqetl_glam_export:
  schedule_interval: 0 22 * * *
  default_args:
    depends_on_past: false
    email:
      - ascholtz@mozilla.com
      - efilho@mozilla.com
    email_on_failure: true
    email_on_retry: true
    owner: ascholtz@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2023-11-28"
  tags:
    - impact/tier_2
  description: DAG to prepare GLAM data for public export.

bqetl_crash:
  schedule_interval: 0 2 * * *
  default_args:
    depends_on_past: false
    email:
      - dthorn@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: false
    owner: dthorn@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2023-12-10"
  tags:
    - impact/tier_2

bqetl_use_counter_analysis:
  schedule_interval: 0 8 * * *
  default_args:
    depends_on_past: false
    email:
      - kwindau@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: false
    owner: kwindau@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2023-12-13"
  tags:
    - impact/tier_2
  description: DAG to prepare use counter data for Firefox Desktop & Fenix for visualization

bqetl_mobile_feature_usage:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - rzhao@mozilla.com
    email_on_failure: true
    email_on_retry: false
    end_date: null
    owner: rzhao@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-10-24'
  description: Schedule run for mobile feature usage tables
  schedule_interval: 0 6 * * *
  tags:
    - impact/tier_3

bqetl_telemetry_dev_cycle:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - leli@mozilla.com
    email_on_failure: true
    email_on_retry: false
    end_date: null
    owner: leli@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2023-12-19'
  description: |
    DAG for Telemetry Dev Cycle Dashboard

    Airflow Triage Note:
    The tables are build every day so only the last run needs to be successful.
  repo: bigquery-etl
  schedule_interval: 0 18 * * *
  tags:
    - impact/tier_3
    - repo/bigquery-etl

bqetl_desktop_installs_v1:
  schedule_interval: 55 23 * * *
  default_args:
    depends_on_past: false
    email:
      - kwindau@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: false
    owner: kwindau@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: "2023-12-28"
  tags:
    - impact/tier_2
  description: DAG to build mozdata-fx-data-shared-prod.firefox_desktop_derived.desktop_installs_v1 table

bqetl_google_analytics_derived_ga4:
  schedule_interval: 0 12 * * *
  description: Daily aggregations of data exported from Google Analytics 4
  default_args:
    depends_on_past: false
    owner: kwindau@mozilla.com
    email:
      - kwindau@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: false
    start_date: "2024-01-03"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_2

bqetl_glam_refresh_aggregates:
  default_args:
    depends_on_past: false
    email:
      - efilho@mozilla.com
    email_on_failure: true
    email_on_retry: false
    owner: efilho@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2024-01-10'
  description: Refresh GLAM tables that are serving data.
  repo: bigquery-etl
  schedule_interval: 0 8 * * *
  tags:
    - impact/tier_2
    - repo/bigquery-etl

bqetl_google_search_console:
  schedule_interval: 0 8 * * *
  description: |
    ETLs using data exported from Google Search Console.

    The Google Search Console exports for a date typically complete by 08:00 UTC two days after that date,
    so these ETLs should generally specify `date_partition_offset: -1` in their scheduling metadata.
  default_args:
    owner: srose@mozilla.com
    email:
      - srose@mozilla.com
      - telemetry-alerts@mozilla.com
    start_date: '2024-01-26'
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_1

bqetl_data_observability_test_data_copy:
  schedule_interval: 0 8 * * *
  description: |
    ETL used to copy over data to data-observability-dev BQ project used
    for testing out different data observability platforms.
  default_args:
    owner: kik@mozilla.com
    email:
      - kik@mozilla.com
      - akommasani@mozilla.com
      - ascholtz@mozilla.com
    start_date: '2024-03-20'
    retries: 2
    retry_delay: 30m
  tags:
    - triage/no_triage
    - impact/tier_3

bqetl_acoustic_suppression_list:
  schedule_interval: 0 9 * * *
  description: |
    ETL for Acoustic suppression list.
  default_args:
    owner: leli@mozilla.com
    email:
      - leli@mozilla.com
    start_date: '2024-04-03'
    retries: 1
    retry_delay: 30m
  tags:
    - impact/tier_3

bqetl_braze:
  schedule_interval: 30 4,12,20 * * *
  description: |
    ETL for Braze workflows.
    ## Triage notes:
    Don't rerun this DAG!
    Ping Chelsey Beck or Leli Schiestl.
    If both are out, follow the [workbook](https://mozilla-hub.atlassian.net/wiki/spaces/DATA/pages/730234942/bqetl+braze+DAG+workbook) in confluence.
  default_args:
    owner: cbeck@mozilla.com
    email:
      - cbeck@mozilla.com
      - leli@mozilla.com
    start_date: '2024-04-15'
    retries: 1
    retry_delay: 30m
  tags:
    - impact/tier_2

bqetl_braze_currents:
  schedule_interval: 0 2 * * *
  description: |
    Load Braze current data from GCS into BigQuery
  default_args:
    owner: leli@mozilla.com
    email:
      - leli@mozilla.com
    start_date: '2024-04-15'
    retries: 1
    retry_delay: 30m
  tags:
    - impact/tier_2

bqetl_marketing_suppression_list:
  schedule_interval: 0 3 * * *
  description: |
    Ingest marketing suppression lists into BigQuery
  default_args:
    owner: leli@mozilla.com
    email:
      - leli@mozilla.com
    start_date: '2024-04-21'
    retries: 1
    retry_delay: 30m
  tags:
    - impact/tier_2

bqetl_pageload_v1:
  default_args:
    depends_on_past: false
    email:
      - telemetry-alerts@mozilla.com
      - wichan@mozilla.com
    email_on_failure: true
    email_on_retry: true
    end_date: null
    owner: wichan@mozilla.com
    retries: 2
    retry_delay: 30m
    start_date: '2024-04-01'
  description: DAG to build pageload tables
  repo: bigquery-etl
  schedule_interval: daily
  tags:
    - impact/tier_1
    - repo/bigquery-etl

bqetl_desktop_engagement_model:
  schedule_interval: 0 12 * * *
  description: Loads the desktop engagement model tables
  default_args:
    depends_on_past: false
    owner: kwindau@mozilla.com
    email:
      - kwindau@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: false
    start_date: "2024-04-24"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_2

bqetl_desktop_retention_model:
  schedule_interval: 0 12 * * *
  description: Loads the desktop retention model tables
  default_args:
    depends_on_past: false
    owner: mhirose@mozilla.com
    email:
      - mhirose@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: false
    start_date: "2024-05-14"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_2

bqetl_ios_campaign_reporting:
  schedule_interval: 0 12 * * *
  description: Loads the apple ads ios_app_campaign_stats table
  default_args:
    depends_on_past: false
    owner: kwindau@mozilla.com
    email:
      - kwindau@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: false
    start_date: "2024-05-08"
    retries: 2
    retry_delay: 30m
  tags:
    - impact/tier_2

bqetl_mobile_kpi_metrics:
  schedule_interval: 0 12 * * *
  description: Generates support metrics for mobile KPI's
  default_args:
    depends_on_past: false
    owner: kik@mozilla.com
    email:
      - kik@mozilla.com
      - telemetry-alerts@mozilla.com
    email_on_failure: true
    email_on_retry: false
    start_date: '2024-06-03'
    retries: 1
    retry_delay: 30m
  tags:
    - impact/tier_1