diff --git a/warehouse/models/mart/benefits/fct_benefits_events.sql b/warehouse/models/mart/benefits/fct_benefits_events.sql index fafc3ab706..9a167ff190 100644 --- a/warehouse/models/mart/benefits/fct_benefits_events.sql +++ b/warehouse/models/mart/benefits/fct_benefits_events.sql @@ -1,190 +1,166 @@ {{ config(materialized='table') }} WITH fct_benefits_events AS ( - SELECT - -- Only fields that aren't _always_ empty (https://dashboards.calitp.org/question#eyJkYXRhc2V0X3F1ZXJ5Ijp7ImRhdGFiYXNlIjoyLCJxdWVyeSI6eyJzb3VyY2UtdGFibGUiOjM1ODR9LCJ0eXBlIjoicXVlcnkifSwiZGlzcGxheSI6InRhYmxlIiwidmlzdWFsaXphdGlvbl9zZXR0aW5ncyI6e319) - app, - device_id, - user_id, - client_event_time, - event_id, - session_id, - case - when event_type = "selected eligibility verifier" - then "selected enrollment flow" - when event_type = "started payment connection" - then "started card tokenization" - when event_type = "closed payment connection" or event_type = "ended card tokenization" - then "finished card tokenization" - else event_type - end as event_type, - -- Fix bug in Docker build process resulting in incorrect version strings - -- https://github.com/cal-itp/benefits/pull/2392 - case - when version_name = "2024.7.3.dev0+gcd3b083.d20240731" - then "2024.7.2" - when version_name = "2024.8.2.dev0+g7664917.d20240821" - then "2024.8.1" - when version_name = "2024.9.2.dev0+gadf41b9.d20240909" - then "2024.9.1" - when version_name = "2024.9.3.dev0+gfeb06d2.d20240918" - then "2024.9.2" - when version_name = "2024.9.4.dev0+g861519e.d20240926" - then "2024.9.3" - when version_name = "2024.10.2.dev0+g158e1b0.d20241010" - then "2024.10.1" - else version_name - end as version_name, - os_name, - os_version, - device_family, - device_type, - country, - language, - library, - city, - region, - event_time, - client_upload_time, - server_upload_time, - server_received_time, - amplitude_id, - -- Fix bug in Docker build process resulting in incorrect version strings - -- https://github.com/cal-itp/benefits/pull/2392 - case - when start_version = "2024.7.3.dev0+gcd3b083.d20240731" - then "2024.7.2" - when start_version = "2024.8.2.dev0+g7664917.d20240821" - then "2024.8.1" - when start_version = "2024.9.2.dev0+gadf41b9.d20240909" - then "2024.9.1" - when start_version = "2024.9.3.dev0+gfeb06d2.d20240918" - then "2024.9.2" - when start_version = "2024.9.4.dev0+g861519e.d20240926" - then "2024.9.3" - when start_version = "2024.10.2.dev0+g158e1b0.d20241010" - then "2024.10.1" - else start_version - end as start_version, - uuid, - processed_time, - - -- Event Properties (https://app.amplitude.com/data/compiler/Benefits/properties/main/latest/event) - {{ json_extract_column('event_properties', 'card_tokenize_func') }}, - {{ json_extract_column('event_properties', 'card_tokenize_url') }}, - {{ json_extract_column('event_properties', 'eligibility_verifier') }}, - {{ json_extract_column('event_properties', 'error.name') }}, - {{ json_extract_column('event_properties', 'error.status') }}, - {{ json_extract_column('event_properties', 'error.sub') }}, - {{ json_extract_column('event_properties', 'href') }}, - {{ json_extract_column('event_properties', 'language') }}, - {{ json_extract_column('event_properties', 'origin') }}, - {{ json_extract_column('event_properties', 'path') }}, - {{ json_extract_column('event_properties', 'status') }}, - {{ json_extract_column('event_properties', 'transit_agency') }}, - - -- New column `enrollment_method`, historical values should be set to "digital" - -- https://github.com/cal-itp/benefits/pull/2402 - COALESCE( - {{ json_extract_column('event_properties', 'enrollment_method', no_alias = true) }}, - "digital" - ) AS event_properties_enrollment_method, - - -- Historical data existed in `auth_provider` but new data is in `claims_provider` - -- https://github.com/cal-itp/benefits/pull/2401 - COALESCE( - {{ json_extract_column('event_properties', 'claims_provider', no_alias = true) }}, - {{ json_extract_column('event_properties', 'auth_provider', no_alias = true) }} - ) AS event_properties_claims_provider, - - -- Historical data existed in `eligibility_types` but new data is in `enrollment_flows` - -- https://github.com/cal-itp/benefits/pull/2379 - COALESCE( - {{ json_extract_flattened_column('event_properties', 'enrollment_flows', no_alias = true) }}, - {{ json_extract_flattened_column('event_properties', 'eligibility_types', no_alias = true) }} - ) AS event_properties_enrollment_flows, - - -- Historical data existed in `payment_group` but new data is in `enrollment_group` - -- https://github.com/cal-itp/benefits/pull/2391 - COALESCE( - {{ json_extract_flattened_column('event_properties', 'enrollment_group', no_alias = true) }}, - {{ json_extract_flattened_column('event_properties', 'payment_group', no_alias = true) }} - ) AS event_properties_enrollment_group, - - -- User Properties (https://app.amplitude.com/data/compiler/Benefits/properties/main/latest/user) - {{ json_extract_column('user_properties', 'eligibility_verifier') }}, - {{ json_extract_column('user_properties', 'initial_referrer') }}, - {{ json_extract_column('user_properties', 'initial_referring_domain') }}, - - -- Historical data existed in `provider_name` but new data is in `transit_agency` - -- https://github.com/cal-itp/benefits/pull/901 - COALESCE( - {{ json_extract_column('user_properties', 'transit_agency', no_alias = true) }}, - {{ json_extract_column('user_properties', 'provider_name', no_alias = true) }} - ) AS user_properties_transit_agency, - - {{ json_extract_column('user_properties', 'referrer') }}, - {{ json_extract_column('user_properties', 'referring_domain') }}, - {{ json_extract_column('user_properties', 'user_agent') }}, - - -- New column `enrollment_method`, historical values should be set to "digital" - -- https://github.com/cal-itp/benefits/pull/2402 - COALESCE( - {{ json_extract_column('user_properties', 'enrollment_method', no_alias = true) }}, - "digital" - ) AS user_properties_enrollment_method, - - -- Historical data existed in `eligibility_types` but new data is in `enrollment_flows` - -- https://github.com/cal-itp/benefits/pull/2379 - COALESCE( - {{ json_extract_flattened_column('user_properties', 'enrollment_flows', no_alias = true) }}, - {{ json_extract_flattened_column('user_properties', 'eligibility_types', no_alias = true) }} - ) AS user_properties_enrollment_flows - - FROM {{ ref('stg_amplitude__benefits_events') }} -), -fct_old_enrollments AS ( SELECT + -- Keep fields in alphabetical order + amplitude_id, app, - device_id, - user_id, + city, client_event_time, - event_id, - session_id, - "returned enrollment" as event_type, - version_name, - os_name, - os_version, + client_upload_time, + country, device_family, + device_id, device_type, - country, + event_id, + {{ json_extract_column('event_properties', 'card_tokenize_func') }}, + {{ json_extract_column('event_properties', 'card_tokenize_url') }}, + -- Historical data existed in `auth_provider` but new data is in `claims_provider` + -- https://github.com/cal-itp/benefits/pull/2401 + COALESCE( + {{ json_extract_column('event_properties', 'claims_provider', no_alias = true) }}, + {{ json_extract_column('event_properties', 'auth_provider', no_alias = true) }} + ) AS event_properties_claims_provider, + {{ json_extract_column('event_properties', 'eligibility_verifier') }}, + -- Historical data existed in `eligibility_types` but new data is in `enrollment_flows` + -- https://github.com/cal-itp/benefits/pull/2379 + COALESCE( + {{ json_extract_flattened_column('event_properties', 'enrollment_flows', no_alias = true) }}, + {{ json_extract_flattened_column('event_properties', 'eligibility_types', no_alias = true) }} + ) AS event_properties_enrollment_flows, + -- Historical data existed in `payment_group` but new data is in `enrollment_group` + -- https://github.com/cal-itp/benefits/pull/2391 + COALESCE( + {{ json_extract_flattened_column('event_properties', 'enrollment_group', no_alias = true) }}, + {{ json_extract_flattened_column('event_properties', 'payment_group', no_alias = true) }} + ) AS event_properties_enrollment_group, + -- New column `enrollment_method`, historical values should be set to "digital" + -- https://github.com/cal-itp/benefits/pull/2402 + COALESCE( + {{ json_extract_column('event_properties', 'enrollment_method', no_alias = true) }}, + "digital" + ) AS event_properties_enrollment_method, + {{ json_extract_column('event_properties', 'error.name') }}, + {{ json_extract_column('event_properties', 'error.status') }}, + {{ json_extract_column('event_properties', 'error.sub') }}, + {{ json_extract_column('event_properties', 'href') }}, + {{ json_extract_column('event_properties', 'language') }}, + {{ json_extract_column('event_properties', 'origin') }}, + {{ json_extract_column('event_properties', 'path') }}, + {{ json_extract_column('event_properties', 'status') }}, + {{ json_extract_column('event_properties', 'transit_agency') }}, + event_time, + CASE + WHEN event_type = "selected eligibility verifier" + THEN "selected enrollment flow" + WHEN event_type = "started payment connection" + THEN "started card tokenization" + WHEN event_type = "closed payment connection" or event_type = "ended card tokenization" + THEN "finished card tokenization" + ELSE event_type + END AS event_type, language, library, - city, + os_name, + os_version, + processed_time, region, - event_time, - client_upload_time, - server_upload_time, server_received_time, - amplitude_id, - start_version, + server_upload_time, + session_id, + -- Fix bug in Docker build process resulting in incorrect version strings + -- https://github.com/cal-itp/benefits/pull/2392 + CASE + WHEN start_version = "2024.7.3.dev0+gcd3b083.d20240731" + THEN "2024.7.2" + WHEN start_version = "2024.8.2.dev0+g7664917.d20240821" + THEN "2024.8.1" + WHEN start_version = "2024.9.2.dev0+gadf41b9.d20240909" + THEN "2024.9.1" + WHEN start_version = "2024.9.3.dev0+gfeb06d2.d20240918" + THEN "2024.9.2" + WHEN start_version = "2024.9.4.dev0+g861519e.d20240926" + THEN "2024.9.3" + WHEN start_version = "2024.10.2.dev0+g158e1b0.d20241010" + THEN "2024.10.1" + ELSE start_version + END AS start_version, + user_id, + {{ json_extract_column('user_properties', 'eligibility_verifier') }}, + -- Historical data existed in `eligibility_types` but new data is in `enrollment_flows` + -- https://github.com/cal-itp/benefits/pull/2379 + COALESCE( + {{ json_extract_flattened_column('user_properties', 'enrollment_flows', no_alias = true) }}, + {{ json_extract_flattened_column('user_properties', 'eligibility_types', no_alias = true) }} + ) AS user_properties_enrollment_flows, + -- New column `enrollment_method`, historical values should be set to "digital" + -- https://github.com/cal-itp/benefits/pull/2402 + COALESCE( + {{ json_extract_column('user_properties', 'enrollment_method', no_alias = true) }}, + "digital" + ) AS user_properties_enrollment_method, + {{ json_extract_column('user_properties', 'initial_referrer') }}, + {{ json_extract_column('user_properties', 'initial_referring_domain') }}, + {{ json_extract_column('user_properties', 'referrer') }}, + {{ json_extract_column('user_properties', 'referring_domain') }}, + -- Historical data existed in `provider_name` but new data is in `transit_agency` + -- https://github.com/cal-itp/benefits/pull/901 + COALESCE( + {{ json_extract_column('user_properties', 'transit_agency', no_alias = true) }}, + {{ json_extract_column('user_properties', 'provider_name', no_alias = true) }} + ) AS user_properties_transit_agency, + {{ json_extract_column('user_properties', 'user_agent') }}, uuid, - processed_time, - "digital" as event_properties_enrollment_method, + -- Fix bug in Docker build process resulting in incorrect version strings + -- https://github.com/cal-itp/benefits/pull/2392 + CASE + WHEN version_name = "2024.7.3.dev0+gcd3b083.d20240731" + THEN "2024.7.2" + WHEN version_name = "2024.8.2.dev0+g7664917.d20240821" + THEN "2024.8.1" + WHEN version_name = "2024.9.2.dev0+gadf41b9.d20240909" + THEN "2024.9.1" + WHEN version_name = "2024.9.3.dev0+gfeb06d2.d20240918" + THEN "2024.9.2" + WHEN version_name = "2024.9.4.dev0+g861519e.d20240926" + THEN "2024.9.3" + WHEN version_name = "2024.10.2.dev0+g158e1b0.d20241010" + THEN "2024.10.1" + ELSE version_name + END AS version_name + + FROM {{ ref('stg_amplitude__benefits_events') }} +), +fct_old_enrollments AS ( + SELECT + -- Keep fields in alphabetical order, match fields from fct_benefits_events CTE + amplitude_id, + app, + city, + client_event_time, + client_upload_time, + country, + device_family, + device_id, + device_type, + event_id, + event_properties_card_tokenize_func, + event_properties_card_tokenize_url, CASE WHEN client_event_time < '2022-08-12T07:00:00Z' THEN "ca-dmv" WHEN client_event_time >= '2022-08-12T07:00:00Z' THEN "cdt-logingov" - END as event_properties_claims_provider, - event_properties_card_tokenize_func, - event_properties_card_tokenize_url, + END AS event_properties_claims_provider, CASE WHEN client_event_time < '2022-08-12T07:00:00Z' THEN "ca-dmv" WHEN client_event_time >= '2022-08-12T07:00:00Z' THEN "cdt-logingov" - END as event_properties_eligibility_verifier, + END AS event_properties_eligibility_verifier, + "senior" AS event_properties_enrollment_flows, + "5170d37b-43d5-4049-899c-b4d850e14990" AS event_properties_enrollment_group, + event_properties_enrollment_method, event_properties_error_name, event_properties_error_status, event_properties_error_sub, @@ -192,24 +168,37 @@ fct_old_enrollments AS ( event_properties_language, event_properties_origin, event_properties_path, - "5170d37b-43d5-4049-899c-b4d850e14990" as event_properties_enrollment_group, - "success" as event_properties_status, - "Monterey-Salinas Transit" as event_properties_transit_agency, - "senior" as event_properties_enrollment_flows, - "digital" as user_properties_enrollment_method, + "success" AS event_properties_status, + "Monterey-Salinas Transit" AS event_properties_transit_agency, + event_time, + "returned enrollment" AS event_type, + language, + library, + os_name, + os_version, + processed_time, + region, + server_received_time, + server_upload_time, + session_id, + start_version, + user_id, CASE WHEN client_event_time < '2022-08-12T07:00:00Z' THEN "ca-dmv" WHEN client_event_time >= '2022-08-12T07:00:00Z' THEN "cdt-logingov" - END as user_properties_eligibility_verifier, + END AS user_properties_eligibility_verifier, + "senior" AS user_properties_enrollment_flows, + user_properties_enrollment_method, user_properties_initial_referrer, user_properties_initial_referring_domain, - "Monterey-Salinas Transit" as user_properties_transit_agency, - user_properties_user_agent, user_properties_referrer, user_properties_referring_domain, - "senior" as user_properties_enrollment_flows + "Monterey-Salinas Transit" AS user_properties_transit_agency, + user_properties_user_agent, + uuid, + version_name FROM fct_benefits_events WHERE client_event_time >= '2021-12-08T08:00:00Z' and client_event_time < '2022-08-29T07:00:00Z'