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dags.yaml
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---
bqetl_error_aggregates:
schedule_interval: 3h
default_args:
owner: [email protected]
email:
[
]
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: [email protected]
start_date: "2019-07-20"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2020-06-01"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2019-07-25"
email: ["[email protected]", "[email protected]"]
retries: 1
retry_delay: 5m
tags:
- impact/tier_1
bqetl_nondesktop:
schedule_interval: 0 3 * * *
default_args:
owner: "[email protected]"
start_date: "2019-07-25"
email: [
]
retries: 1
retry_delay: 5m
tags:
- impact/tier_1
bqetl_mobile_search:
schedule_interval: 0 2 * * *
default_args:
owner: [email protected]
start_date: "2019-07-25"
email:
retries: 1
retry_delay: 5m
tags:
- impact/tier_1
bqetl_google_play_store:
default_args:
depends_on_past: false
email:
email_on_failure: true
email_on_retry: false
end_date: null
owner: [email protected]
retries: 2
retry_delay: 30m
start_date: '2025-03-18'
description: Schedules daily level google play store export data
schedule_interval: 10 18 * * *
tags:
- impact/tier_2
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: [email protected]
start_date: "2019-03-01"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2023-09-19"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2024-01-01"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2021-07-20"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2021-04-22"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2019-07-25"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2019-07-25"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2019-07-25"
email: ["[email protected]", "[email protected]"]
retries: 1
retry_delay: 5m
tags:
- impact/tier_2
bqetl_search:
schedule_interval: 0 3 * * *
default_args:
owner: [email protected]
start_date: "2018-11-27"
email:
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: [email protected]
start_date: "2018-11-27"
email:
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: [email protected]
start_date: "2018-11-27"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2018-11-27"
email:
[
]
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: [email protected]
start_date: "2018-11-27"
email: ["[email protected]", "[email protected]"]
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.
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.
default_args:
owner: [email protected]
start_date: "2020-04-14"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2020-01-01"
email: ["[email protected]"]
retries: 2
retry_delay: 30m
tags:
- impact/tier_3
bqetl_deletion_request_volume:
schedule_interval: 0 1 * * *
default_args:
owner: [email protected]
start_date: "2020-06-29"
email: ["[email protected]", "[email protected]"]
retries: 2
retry_delay: 30m
tags:
- impact/tier_3
bqetl_fenix_event_rollup:
schedule_interval: 0 2 * * *
default_args:
owner: [email protected]
start_date: "2020-09-09"
email: ["[email protected]"]
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:
email_on_failure: true
email_on_retry: true
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
owner: [email protected]
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: [email protected]
email:
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: [email protected]
email: ["[email protected]", "[email protected]"]
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: [email protected]
email: ["[email protected]"]
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: [email protected]
start_date: "2020-11-03"
email: ["[email protected]"]
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: [email protected]
email:
[
]
start_date: "2021-04-19"
retries: 2
retry_delay: 30m
tags:
- impact/tier_1
bqetl_search_dashboard:
default_args:
depends_on_past: false
email:
email_on_failure: true
email_on_retry: true
owner: [email protected]
retries: 2
retry_delay: 30m
start_date: "2020-12-14"
schedule_interval: 30 5 * * *
tags:
- impact/tier_2
bqetl_desktop_platform:
schedule_interval: 0 3 * * *
default_args:
owner: [email protected]
start_date: "2018-11-01"
email:
[
]
retries: 2
retry_delay: 30m
tags:
- impact/tier_3
bqetl_internal_tooling:
description: |
This DAG schedules queries for populating tables related to Mozilla's
internal developer tooling (e.g. mozregression).
default_args:
depends_on_past: false
email:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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: [email protected]
start_date: "2020-12-03"
email:
retries: 2
retry_delay: 30m
tags:
- impact/tier_1
bqetl_pocket:
default_args:
depends_on_past: false
email:
email_on_failure: true
email_on_retry: true
owner: [email protected]
# 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: [email protected]
start_date: "2021-01-01"
email:
[
]
retries: 2
retry_delay: 30m
tags:
- impact/tier_1
bqetl_firefox_ios:
default_args:
depends_on_past: false
email:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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: [email protected]
start_date: "2020-10-09"
retries: 0
email:
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: [email protected]
start_date: "2021-01-01"
email:
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: [email protected]
start_date: "2021-08-01"
email:
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: [email protected]
start_date: "2021-10-12"
email:
retries: 2
retry_delay: 30m
tags:
- impact/tier_1
bqetl_regrets_reporter_summary:
default_args:
depends_on_past: false
email:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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: [email protected]
start_date: "2022-03-24"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2024-04-03"
email: ["[email protected]", "[email protected]"]
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: [email protected]
start_date: "2024-04-03"
email: ["[email protected]", "[email protected]"]
retries: 1
retry_delay: 5m
tags:
- impact/tier_3
bqetl_analytics_aggregations:
default_args:
depends_on_past: false
email:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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:
email_on_failure: true
email_on_retry: true
end_date: null
owner: [email protected]
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:
email_on_failure: true
email_on_retry: false
end_date: null