Adding guest journey KPIs. Updating gitignore
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3 changed files with 119 additions and 10 deletions
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@ -1,17 +1,26 @@
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{% set metrics = [
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{'order_by': 1, 'metric': 'Created Bookings', 'value': 'created_bookings', 'previous_year_value': 'previous_year_created_bookings', 'relative_increment': 'relative_increment_created_bookings'},
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{'order_by': 2, 'metric': 'Checkout Bookings', 'value': 'check_out_bookings', 'previous_year_value': 'previous_year_check_out_bookings', 'relative_increment': 'relative_increment_check_out_bookings'},
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{'order_by': 3, 'metric': 'Listings Booked in Month', 'value': 'listings_booked_in_month', 'previous_year_value': 'previous_year_listings_booked_in_month', 'relative_increment': 'relative_increment_listings_booked_in_month'},
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{'order_by': 4, 'metric': 'Listings Booked in 6 Months', 'value': 'listings_booked_in_6_months', 'previous_year_value': 'previous_year_listings_booked_in_6_months', 'relative_increment': 'relative_increment_listings_booked_in_6_months'},
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{'order_by': 5, 'metric': 'Listings Booked in 12 Months', 'value': 'listings_booked_in_12_months', 'previous_year_value': 'previous_year_listings_booked_in_12_months', 'relative_increment': 'relative_increment_listings_booked_in_12_months'},
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{'order_by': 6, 'metric': 'Hosts Booked in Month', 'value': 'hosts_booked_in_month', 'previous_year_value': 'previous_year_hosts_booked_in_month', 'relative_increment': 'relative_increment_hosts_booked_in_month'},
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{'order_by': 7, 'metric': 'Hosts Booked in 6 Months', 'value': 'hosts_booked_in_6_months', 'previous_year_value': 'previous_year_hosts_booked_in_6_months', 'relative_increment': 'relative_increment_hosts_booked_in_6_months'},
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{'order_by': 8, 'metric': 'Hosts Booked in 12 Months', 'value': 'hosts_booked_in_12_months', 'previous_year_value': 'previous_year_hosts_booked_in_12_months', 'relative_increment': 'relative_increment_hosts_booked_in_12_months'}
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] %}
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{'source': 'int_core__mtd_booking_metrics', 'order_by': 1, 'metric': 'Created Bookings', 'value': 'created_bookings', 'previous_year_value': 'previous_year_created_bookings', 'relative_increment': 'relative_increment_created_bookings'},
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{'source': 'int_core__mtd_booking_metrics', 'order_by': 2, 'metric': 'Checkout Bookings', 'value': 'check_out_bookings', 'previous_year_value': 'previous_year_check_out_bookings', 'relative_increment': 'relative_increment_check_out_bookings'},
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{'source': 'int_core__mtd_booking_metrics', 'order_by': 3, 'metric': 'Listings Booked in Month', 'value': 'listings_booked_in_month', 'previous_year_value': 'previous_year_listings_booked_in_month', 'relative_increment': 'relative_increment_listings_booked_in_month'},
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{'source': 'int_core__mtd_booking_metrics', 'order_by': 4, 'metric': 'Listings Booked in 6 Months', 'value': 'listings_booked_in_6_months', 'previous_year_value': 'previous_year_listings_booked_in_6_months', 'relative_increment': 'relative_increment_listings_booked_in_6_months'},
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{'source': 'int_core__mtd_booking_metrics', 'order_by': 5, 'metric': 'Listings Booked in 12 Months', 'value': 'listings_booked_in_12_months', 'previous_year_value': 'previous_year_listings_booked_in_12_months', 'relative_increment': 'relative_increment_listings_booked_in_12_months'},
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{'source': 'int_core__mtd_booking_metrics', 'order_by': 6, 'metric': 'Hosts Booked in Month', 'value': 'hosts_booked_in_month', 'previous_year_value': 'previous_year_hosts_booked_in_month', 'relative_increment': 'relative_increment_hosts_booked_in_month'},
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{'source': 'int_core__mtd_booking_metrics', 'order_by': 7, 'metric': 'Hosts Booked in 6 Months', 'value': 'hosts_booked_in_6_months', 'previous_year_value': 'previous_year_hosts_booked_in_6_months', 'relative_increment': 'relative_increment_hosts_booked_in_6_months'},
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{'source': 'int_core__mtd_booking_metrics', 'order_by': 8, 'metric': 'Hosts Booked in 12 Months', 'value': 'hosts_booked_in_12_months', 'previous_year_value': 'previous_year_hosts_booked_in_12_months', 'relative_increment': 'relative_increment_hosts_booked_in_12_months'},
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{'source': 'int_core__mtd_guest_journey_metrics', 'order_by': 9, 'metric': 'Guest Journey Created', 'value': 'created_guest_journeys', 'previous_year_value': 'previous_year_created_guest_journeys', 'relative_increment': 'relative_increment_created_guest_journeys'},
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{'source': 'int_core__mtd_guest_journey_metrics', 'order_by': 10, 'metric': 'Guest Journey Started', 'value': 'started_guest_journeys', 'previous_year_value': 'previous_year_started_guest_journeys', 'relative_increment': 'relative_increment_started_guest_journeys'},
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{'source': 'int_core__mtd_guest_journey_metrics', 'order_by': 11, 'metric': 'Guest Journey Completed', 'value': 'completed_guest_journeys', 'previous_year_value': 'previous_year_completed_guest_journeys', 'relative_increment': 'relative_increment_completed_guest_journeys'},
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{'source': 'int_core__mtd_guest_journey_metrics', 'order_by': 12, 'metric': 'Guest Journey Start Rate', 'value': 'start_rate_guest_journey', 'previous_year_value': 'previous_year_start_rate_guest_journey', 'relative_increment': 'relative_increment_start_rate_guest_journey'},
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{'source': 'int_core__mtd_guest_journey_metrics', 'order_by': 13, 'metric': 'Guest Journey Completion Rate', 'value': 'completion_rate_guest_journey', 'previous_year_value': 'previous_year_completion_rate_guest_journey', 'relative_increment': 'relative_increment_completion_rate_guest_journey'},
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{'source': 'int_core__mtd_guest_journey_metrics', 'order_by': 14, 'metric': 'Guest Journey Incompletion Rate', 'value': 'incompletion_rate_guest_journey', 'previous_year_value': 'previous_year_incompletion_rate_guest_journey', 'relative_increment': 'relative_increment_incompletion_rate_guest_journey'}
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] %}
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with
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int_core__mtd_booking_metrics as (
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select * from {{ ref("int_core__mtd_booking_metrics") }}
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),
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int_core__mtd_guest_journey_metrics as (
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select * from {{ ref("int_core__mtd_guest_journey_metrics") }}
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)
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{% for metric in metrics %}
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select
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@ -27,6 +36,6 @@ select
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{{ metric.value }} as value,
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{{ metric.previous_year_value }} as previous_year_value,
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{{ metric.relative_increment }} as relative_increment
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from int_core__mtd_booking_metrics
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from {{ metric.source }}
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{% if not loop.last %}union all{% endif %}
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{% endfor %}
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@ -0,0 +1,99 @@
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/*
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This model provides Month-To-Date (MTD) based on Guest Journey metrics.
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*/
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{{ config(materialized="table", unique_key="date") }}
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with
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int_core__verification_requests as (select * from {{ ref("int_core__verification_requests") }}),
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int_dates_mtd as (select * from {{ ref("int_dates_mtd") }}),
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-- Created Guest Journeys MTD --
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created_year_month as (
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select d.date, count(distinct vr.id_verification_request) as created_guest_journeys
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from int_dates_mtd d
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inner join
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int_core__verification_requests vr
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on extract(year from vr.created_date_utc) = d.year
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and extract(month from vr.created_date_utc) = d.month
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and extract(day from vr.created_date_utc) <= d.day
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group by 1
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),
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-- Started Guest Journeys MTD --
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started_year_month as (
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select d.date, count(distinct vr.id_verification_request) as started_guest_journeys
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from int_dates_mtd d
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inner join
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int_core__verification_requests vr
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on extract(year from vr.verification_estimated_started_date_utc) = d.year
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and extract(month from vr.verification_estimated_started_date_utc) = d.month
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and extract(day from vr.verification_estimated_started_date_utc) <= d.day
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group by 1
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),
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-- Completed Guest Journeys MTD --
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completed_year_month as (
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select d.date, count(distinct vr.id_verification_request) as completed_guest_journeys
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from int_dates_mtd d
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inner join
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int_core__verification_requests vr
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on extract(year from vr.verification_estimated_completed_date_utc) = d.year
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and extract(month from vr.verification_estimated_completed_date_utc) = d.month
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and extract(day from vr.verification_estimated_completed_date_utc) <= d.day
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group by 1
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),
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-- Final aggregation of subqueries + rates computation --
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main_kpi as (
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select
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d.year,
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d.month,
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d.day,
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d.date,
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d.is_end_of_month,
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d.is_current_month,
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cym.created_guest_journeys,
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sym.started_guest_journeys,
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coym.completed_guest_journeys,
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cast(sym.started_guest_journeys as decimal)/cym.created_guest_journeys as start_rate_guest_journey,
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cast(coym.completed_guest_journeys as decimal)/sym.started_guest_journeys as completion_rate_guest_journey,
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1-cast(coym.completed_guest_journeys as decimal)/sym.started_guest_journeys as incompletion_rate_guest_journey
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from int_dates_mtd d
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left join created_year_month cym on d.date = cym.date
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left join started_year_month sym on d.date = sym.date
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left join completed_year_month coym on d.date = coym.date
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)
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-- Pivoting to get previous year for each line & computing relative increment
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-- (rel_incr) --
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select
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a.year,
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a.month,
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a.day,
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a.is_end_of_month,
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a.is_current_month,
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a.date,
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b.date as previous_year_date,
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a.created_guest_journeys,
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b.created_guest_journeys as previous_year_created_guest_journeys,
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cast(a.created_guest_journeys as decimal) / b.created_guest_journeys
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- 1 as relative_increment_created_guest_journeys,
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a.started_guest_journeys,
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b.started_guest_journeys as previous_year_started_guest_journeys,
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cast(a.started_guest_journeys as decimal) / b.started_guest_journeys
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- 1 as relative_increment_started_guest_journeys,
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a.completed_guest_journeys,
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b.completed_guest_journeys as previous_year_completed_guest_journeys,
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cast(a.completed_guest_journeys as decimal) / b.completed_guest_journeys
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- 1 as relative_increment_completed_guest_journeys,
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a.start_rate_guest_journey,
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b.start_rate_guest_journey as previous_year_start_rate_guest_journey,
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cast(a.start_rate_guest_journey as decimal) / b.start_rate_guest_journey
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- 1 as relative_increment_start_rate_guest_journey,
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a.completion_rate_guest_journey,
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b.completion_rate_guest_journey as previous_year_completion_rate_guest_journey,
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cast(a.completion_rate_guest_journey as decimal) / b.completion_rate_guest_journey
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- 1 as relative_increment_completion_rate_guest_journey,
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a.incompletion_rate_guest_journey,
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b.incompletion_rate_guest_journey as previous_year_incompletion_rate_guest_journey,
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cast(a.incompletion_rate_guest_journey as decimal) / b.incompletion_rate_guest_journey
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- 1 as relative_increment_incompletion_rate_guest_journey
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from main_kpi a
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left join main_kpi b on a.month = b.month and a.year = b.year + 1
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where (a.is_end_of_month = 1 or (a.is_current_month = 1 and a.day = b.day))
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