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Rz modify ios onboarding funnel (#6503) 

* Create iOS_onboarding.toml

Added iOS_onboarding.toml - query for generating the underlying table in the iOS onboarding dashboard.

* Update iOS_onboarding.toml

* feat: remove locale from dimension list, it does not exist in the source table

* Delete sql_generators/funnels/configs/iOS_onboarding.toml

* update ios onboarding funnel

* break ios onboarding funnel into two smaller funnels

* break ios onboarding funnel into two smaller funnels (#6537)

* Temporarily add active_users v3 to codeowners until v4 backfill is completed. (#6534)

* chore(DO-1886): Add shredder mitigation to more tables (#6532)

* Add shredder mitigation to desktop eng & ret tables

* Add shredder mitigation to desktop new profile agg v1

* Add fenix_derived.funnel_retention_week_4_v1 to shredder mitigation

* Add urlbar_events_daily_eng_by_pos_v1 to shredder mitigation

* Add firefox_ios_derived.funnel_retention_week_4_v1 shredder mitigation

* Add desktop funnel installs v1 to shredder mitigation

* Add firefox_nondesktop_exact_mau28_v1

* Add shredder mitigation to urlbar_events_daily_v1

* chore(DO-1886): Add shredder mitigation to more tables (#6535)

* Add shredder mitigation to searchreport v1

* Add mobile search agg for search report v1 to shredder mitigation

* Add smoot usage fxa compressed v2 to shredder mitigation

* Add smoot usage new profiles comp v2 to shredder mitigation

* change types ofr created_at and job_created_at from STRING to DATE (#6536)

---------

Co-authored-by: Lucia <30448600+lucia-vargas-a@users.noreply.github.com>
Co-authored-by: Katie Windau <153020235+kwindau@users.noreply.github.com>
Co-authored-by: Marlene Hirose <92952117+Marlene-M-Hirose@users.noreply.github.com>

* Use events_stream table

---------

Co-authored-by: kik-kik <kignasiak@mozilla.com>
Co-authored-by: Lucia <30448600+lucia-vargas-a@users.noreply.github.com>
Co-authored-by: Katie Windau <153020235+kwindau@users.noreply.github.com>
Co-authored-by: Marlene Hirose <92952117+Marlene-M-Hirose@users.noreply.github.com>
Co-authored-by: Anna Scholtz <anna@scholtzan.net>
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116
sql_generators/funnels/configs/ios_onboarding.toml → sql_generators/funnels/configs/ios_onboarding_main.toml
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@ -15,23 +15,29 @@ steps = [
"first_card_primary_click",
"first_card_secondary_click",
"first_card_close_click",
"first_card_multiple_choice_click",
"second_card_impression",
"second_card_primary_click",
"second_card_secondary_click",
"second_card_close_click",
"second_card_multiple_choice_click",
"third_card_impression",
"third_card_primary_click",
"third_card_secondary_click",
"third_card_close_click",
"third_card_multiple_choice_click",
"fourth_card_impression",
"fourth_card_primary_click",
"fourth_card_secondary_click",
"fourth_card_close_click",
"fourth_card_multiple_choice_click",
"fifth_card_impression",
"fifth_card_primary_click",
"fifth_card_secondary_click",
"fifth_card_close_click",
"fifth_card_multiple_choice_click",
"sync_sign_in",
"allow_notification"
]
dimensions = [
@ -63,7 +69,7 @@ aggregation = "count distinct"
friendly_name = "First Card"
description = "First Onboarding Card Impression"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '1' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '1' AND
event_name = 'card_view' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -72,7 +78,7 @@ aggregation = "count distinct"
friendly_name = "First Card Primary Click"
description = "First Onboarding Card Primary Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '1' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '1' AND
event_name = 'primary_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -81,7 +87,7 @@ aggregation = "count distinct"
friendly_name = "First Card Secondary Click"
description = "First Onboarding Card Secondary Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '1' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '1' AND
event_name = 'secondary_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -90,16 +96,25 @@ aggregation = "count distinct"
friendly_name = "First Card Close Click"
description = "First Onboarding Card Close Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '1' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '1' AND
event_name = 'close_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.first_card_multiple_choice_click]
friendly_name = "First Card Multiple Choice Click"
description = "First Onboarding Card Multiple Choice Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '1' AND
event_name = 'multiple_choice_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.second_card_impression]
friendly_name = "Second Card"
description = "Second Onboarding Card Impression"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '2' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '2' AND
event_name = 'card_view' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -109,7 +124,7 @@ friendly_name = "Second Card Primary Click"
description = "Second Onboarding Card Primary Button Click"
data_source = "onboarding_events"
# join_previous_step_on = "ac.client_id"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '2' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '2' AND
event_name = 'primary_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -119,7 +134,7 @@ friendly_name = "Second Card secondary Click"
description = "Second Onboarding Card secondary Button Click"
data_source = "onboarding_events"
# join_previous_step_on = "ac.client_id"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '2' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '2' AND
event_name = 'secondary_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -128,17 +143,26 @@ aggregation = "count distinct"
friendly_name = "Second Card Close Click"
description = "Second Onboarding Card Close Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '2' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '2' AND
event_name = 'close_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.second_card_multiple_choice_click]
friendly_name = "Second Card Multiple Choice Click"
description = "Second Onboarding Card Multiple Choice Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '2' AND
event_name = 'multiple_choice_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.third_card_impression]
friendly_name = "Third Card"
description = "Third Onboarding Card Impression"
data_source = "onboarding_events"
# join_previous_step_on = "ac.client_id"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '3' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '3' AND
event_name = 'card_view' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -147,7 +171,7 @@ aggregation = "count distinct"
friendly_name = "Third Card Primary Click"
description = "Third Onboarding Card Primary Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '3' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '3' AND
event_name = 'primary_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -156,7 +180,7 @@ aggregation = "count distinct"
friendly_name = "Third Card secondary Click"
description = "Third Onboarding Card secondary Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '3' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '3' AND
event_name = 'secondary_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -165,17 +189,26 @@ aggregation = "count distinct"
friendly_name = "Third Card Close Click"
description = "Third Onboarding Card Close Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '3' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '3' AND
event_name = 'close_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.third_card_multiple_choice_click]
friendly_name = "Third Card Multiple Choice Click"
description = "Third Onboarding Card Multiple Choice Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '3' AND
event_name = 'multiple_choice_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.fourth_card_impression]
friendly_name = "fourth Card"
description = "fourth Onboarding Card Impression"
data_source = "onboarding_events"
# join_previous_step_on = "ac.client_id"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '4' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '4' AND
event_name = 'card_view' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -184,7 +217,7 @@ aggregation = "count distinct"
friendly_name = "fourth Card Primary Click"
description = "fourth Onboarding Card Primary Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '4' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '4' AND
event_name = 'primary_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -193,7 +226,7 @@ aggregation = "count distinct"
friendly_name = "fourth Card secondary Click"
description = "fourth Onboarding Card secondary Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '4' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '4' AND
event_name = 'secondary_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -202,17 +235,26 @@ aggregation = "count distinct"
friendly_name = "fourth Card Close Click"
description = "fourth Onboarding Card Close Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '4' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '4' AND
event_name = 'close_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.fourth_card_multiple_choice_click]
friendly_name = "Fourth Card Multiple Choice Click"
description = "Fourth Onboarding Card Multiple Choice Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '4' AND
event_name = 'multiple_choice_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.fifth_card_impression]
friendly_name = "fifth Card"
description = "fifth Onboarding Card Impression"
data_source = "onboarding_events"
# join_previous_step_on = "ac.client_id"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '5' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '5' AND
event_name = 'card_view' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -221,7 +263,7 @@ aggregation = "count distinct"
friendly_name = "fifth Card Primary Click"
description = "fifth Onboarding Card Primary Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '5' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '5' AND
event_name = 'primary_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -230,7 +272,7 @@ aggregation = "count distinct"
friendly_name = "fifth Card secondary Click"
description = "fifth Onboarding Card secondary Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '5' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '5' AND
event_name = 'secondary_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
@ -239,11 +281,20 @@ aggregation = "count distinct"
friendly_name = "fifth Card Close Click"
description = "fifth Onboarding Card Close Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'sequence_position') = '5' AND
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '5' AND
event_name = 'close_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.fifth_card_multiple_choice_click]
friendly_name = "Fifth Card Multiple Choice Click"
description = "Fifth Onboarding Card Multiple Choice Button Click"
data_source = "onboarding_events"
select_expression = """CASE WHEN JSON_VALUE(event_extra.sequence_position) = '5' AND
event_name = 'multiple_choice_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.sync_sign_in]
friendly_name = "Signed into Sync"
description = "User Successfully Signed into FxA (Signed in OR up)"
@ -253,6 +304,15 @@ select_expression = """CASE WHEN event_name IN ('login_completed_view', 'registr
THEN ic.client_id END"""
aggregation = "count distinct"
[steps.allow_notification]
friendly_name = "Allowed Notification"
description = "User Allowed Notification during Onboarding"
data_source = "onboarding_events"
select_expression = """CASE WHEN event_category = 'onboarding' AND event_name = 'notification_permission_prompt'
AND JSON_VALUE(event_extra.granted) = 'true'
THEN ic.client_id END"""
aggregation = "count distinct"
[data_sources]
@ -264,15 +324,15 @@ from_expression = """
LEFT JOIN `moz-fx-data-shared-prod`.firefox_ios_derived.funnel_retention_clients_week_2_v1 r2 -- retained_week_2 is not included in funnel_retention_clients_week_4_v1
ON ic.client_id = r2.client_id
LEFT JOIN
(SELECT * FROM firefox_ios.events_unnested eu WHERE DATE(submission_timestamp) = @submission_date) eu
ON ic.client_id = eu.client_info.client_id
(SELECT * FROM firefox_ios.events_stream eu WHERE DATE(submission_timestamp) = @submission_date) eu
ON ic.client_id = eu.client_id
LEFT JOIN
(SELECT client_info.client_id,
ANY_VALUE(`mozfun.map.get_key`(event_extra, 'sequence_id')) AS funnel_id,
1 + LENGTH(ANY_VALUE(`mozfun.map.get_key`(event_extra, 'sequence_id'))) -
LENGTH(REPLACE(ANY_VALUE(`mozfun.map.get_key`(event_extra, 'sequence_id')), '_', '')) AS number_of_onboarding_cards
FROM firefox_ios.events_unnested
WHERE `mozfun.map.get_key`(event_extra, 'sequence_id') IS NOT NULL
(SELECT client_id,
ANY_VALUE(JSON_VALUE(event_extra.sequence_id)) AS funnel_id,
1 + LENGTH(ANY_VALUE(JSON_VALUE(event_extra.sequence_id))) -
LENGTH(REPLACE(ANY_VALUE(JSON_VALUE(event_extra.sequence_id)), '_', '')) AS number_of_onboarding_cards
FROM firefox_ios.events_stream
WHERE JSON_VALUE(event_extra.sequence_id) IS NOT NULL
AND DATE(submission_timestamp) = @submission_date
GROUP BY 1) funnel_ids
ON ic.client_id = funnel_ids.client_id

204
sql_generators/funnels/configs/ios_onboarding_multiple_choice.toml Normal file
Просмотреть файл

@ -0,0 +1,204 @@
destination_dataset = "firefox_ios_derived"
platform = "firefox_ios"
owners = ["rzhao@mozilla.org"] # optional; users getting notification if funnel run fails
version = "1" # optional; default is set to 1
[funnels]
[funnels.ios_onboarding_funnel]
friendly_name = "Firefox for iOS Onboarding Funnel"
description = "Funnel Steps for Firefox for iOS Onboarding"
steps = ["toolbar_bottom",
"toolbar_top",
"theme_dark",
"theme_light",
"theme_system_auto"
]
dimensions = [
"funnel_id",
"repeat_first_month_user",
"retained_week_2",
"retained_week_4",
"country",
"ios_version",
"channel",
"device_model",
"device_manufacturer",
"first_seen_date",
"adjust_network",
"adjust_campaign",
"adjust_creative",
"adjust_ad_group"
]
[steps.toolbar_bottom]
friendly_name = "Bottom Toolbar"
description = "User Selected Bottom Toolbar during Onboarding"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'button_action') = 'toolbar-bottom'
AND event_name = 'multiple_choice_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.toolbar_top]
friendly_name = "Top Toolbar"
description = "User Selected Top Toolbar during Onboarding"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'button_action') = 'toolbar-top'
AND event_name = 'multiple_choice_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.theme_dark]
friendly_name = "Dark Theme"
description = "User Selected Dark Theme during Onboarding"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'button_action') = 'theme-dark'
AND event_name = 'multiple_choice_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.theme_light]
friendly_name = "Light Theme"
description = "User Selected Light Theme during Onboarding"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'button_action') = 'theme-light'
AND event_name = 'multiple_choice_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[steps.theme_system_auto]
friendly_name = "System Auto Theme"
description = "User Selected System Auto Theme during Onboarding"
data_source = "onboarding_events"
select_expression = """CASE WHEN `mozfun.map.get_key`(event_extra, 'button_action') = 'theme-system-default'
AND event_name = 'multiple_choice_button_tap' AND
event_category = 'onboarding' THEN ic.client_id END"""
aggregation = "count distinct"
[data_sources]
[data_sources.onboarding_events]
from_expression = """
firefox_ios.firefox_ios_clients ic --each client_id has only one row
LEFT JOIN `moz-fx-data-shared-prod`.firefox_ios_derived.funnel_retention_clients_week_4_v1 r --each client_id has only one row
ON ic.client_id = r.client_id
LEFT JOIN `moz-fx-data-shared-prod`.firefox_ios_derived.funnel_retention_clients_week_2_v1 r2 -- retained_week_2 is not included in funnel_retention_clients_week_4_v1
ON ic.client_id = r2.client_id
LEFT JOIN
(SELECT * FROM firefox_ios.events_unnested eu WHERE DATE(submission_timestamp) = @submission_date) eu
ON ic.client_id = eu.client_info.client_id
LEFT JOIN
(SELECT client_info.client_id,
ANY_VALUE(`mozfun.map.get_key`(event_extra, 'sequence_id')) AS funnel_id,
1 + LENGTH(ANY_VALUE(`mozfun.map.get_key`(event_extra, 'sequence_id'))) -
LENGTH(REPLACE(ANY_VALUE(`mozfun.map.get_key`(event_extra, 'sequence_id')), '_', '')) AS number_of_onboarding_cards
FROM firefox_ios.events_unnested
WHERE `mozfun.map.get_key`(event_extra, 'sequence_id') IS NOT NULL
AND DATE(submission_timestamp) = @submission_date
GROUP BY 1) funnel_ids
ON ic.client_id = funnel_ids.client_id
"""
submission_date_column = "DATE(ic.submission_timestamp)"
client_id_column = "ic.client_id"
[dimensions]
[dimensions.funnel_id]
data_source = "onboarding_events"
select_expression = "COALESCE(funnel_id, 'no_onboarding_reported')"
friendly_name = "Funnel ID"
description = "ID of the Onboarding Funnel"
client_id_column = "ic.client_id"
# these dimensions are sourced from funnel_retention_clients_week_4_v1
[dimensions.repeat_first_month_user]
friendly_name = "Repeat First Month User"
description = "Whether the Client is a Repeat First Month User"
data_source = "onboarding_events"
select_expression = "COALESCE(r.repeat_first_month_user, FALSE)"
client_id_column = "r.client_id"
[dimensions.retained_week_2]
friendly_name = "Repeat First Month User"
description = "Whether the Client is Retained in their Second Week"
data_source = "onboarding_events"
select_expression = "COALESCE(r.retained_week_2, FALSE)"
client_id_column = "r.client_id"
[dimensions.retained_week_4]
friendly_name = "Repeat First Month User"
description = "Whether the Client is Retained in their Fourth Week"
data_source = "onboarding_events"
select_expression = "COALESCE(r.retained_week_4, FALSE)"
client_id_column = "r.client_id"
# these dimensions are sourced from firefox_ios_clients
[dimensions.country]
data_source = "onboarding_events"
select_expression = "ic.first_reported_country"
friendly_name = "Country"
description = "Client's First Reported Country"
client_id_column = "ic.client_id"
[dimensions.ios_version]
data_source = "onboarding_events"
select_expression = "ic.os_version"
friendly_name = "First Reported iOS OS Version"
client_id_column = "ic.client_id"
[dimensions.channel]
data_source = "onboarding_events"
select_expression = "ic.channel"
friendly_name = "First Reported Release Channel"
client_id_column = "ic.client_id"
[dimensions.device_model]
data_source = "onboarding_events"
select_expression = "ic.device_model"
friendly_name = "First Reported Device Model"
client_id_column = "ic.client_id"
[dimensions.device_manufacturer]
data_source = "onboarding_events"
select_expression = "ic.device_manufacturer"
friendly_name = "First Reported Device Manufacturer"
client_id_column = "ic.client_id"
[dimensions.first_seen_date]
data_source = "onboarding_events"
select_expression = "ic.first_seen_date"
friendly_name = "First Seen Date"
description = "First day this client_id shows up in our data."
client_id_column = "ic.client_id"
[dimensions.adjust_network]
data_source = "onboarding_events"
select_expression = "ic.adjust_network"
friendly_name = "Adjust Network"
client_id_column = "ic.client_id"
[dimensions.adjust_campaign]
data_source = "onboarding_events"
select_expression = "ic.adjust_campaign"
friendly_name = "Adjust Campaign"
client_id_column = "ic.client_id"
[dimensions.adjust_creative]
data_source = "onboarding_events"
select_expression = "ic.adjust_creative"
friendly_name = "Adjust Creative"
client_id_column = "ic.client_id"
[dimensions.adjust_ad_group]
data_source = "onboarding_events"
select_expression = "ic.adjust_ad_group"
friendly_name = "Adjust Ad Group"
client_id_column = "ic.client_id"