data-dwh-dbt-project/models/intermediate/kpis/int_kpis__lifecycle_daily_accommodation.sql

{{
    config(
        materialized="incremental",
        unique_key=["date", "id_accommodation"],
        incremental_strategy="merge",
    )
}}
with
    int_core__bookings as (select * from {{ ref("int_core__bookings") }}),
    stg_core__accommodation as (select * from {{ ref("stg_core__accommodation") }}),
    int_core__unique_accommodation_to_user as (
        select * from {{ ref("int_core__unique_accommodation_to_user") }}
    ),
    int_kpis__dimension_dates as (select * from {{ ref("int_kpis__dimension_dates") }}),

    booked_days_per_accommodation as (
        select
            id_accommodation,
            created_date_utc,
            lag(created_date_utc, 1) over (
                partition by id_accommodation order by created_date_utc asc
            ) as previous_booked_date
        from int_core__bookings
        group by id_accommodation, created_date_utc

    ),
    accommodation_historic_booking_dates as (
        select
            d.date,
            a.id_accommodation,
            date(a.created_at_utc) as creation_date_utc,
            min(b.created_date_utc) as first_time_booked_date_utc,
            max(b.created_date_utc) as last_time_booked_date_utc,
            max(b.previous_booked_date) as second_to_last_time_booked_date_utc
        from int_kpis__dimension_dates d
        inner join stg_core__accommodation a on d.date >= date(a.created_at_utc)
        -- Inclusion of unique accommodation to user to force that the 
        -- accommodation needs to have a host assigned into it.
        inner join
            int_core__unique_accommodation_to_user uatu
            on uatu.id_accommodation = a.id_accommodation
        left join
            booked_days_per_accommodation b
            on uatu.id_accommodation = b.id_accommodation
            and d.date >= b.created_date_utc

        {% if is_incremental() %}
            where d.date >= (select current_date - interval '7 days')
        {% endif %}

        group by d.date, a.id_accommodation, date(a.created_at_utc)
    ),
    accommodation_historic_booking_features as (
        select
            ahbd.date,
            ahbd.id_accommodation,
            ahbd.creation_date_utc,
            ahbd.first_time_booked_date_utc,
            ahbd.last_time_booked_date_utc,
            ahbd.second_to_last_time_booked_date_utc,
            case
                when ahbd.first_time_booked_date_utc is not null then true else false
            end as accommodation_has_at_least_one_booking,
            case
                when
                    date_trunc('month', ahbd.creation_date_utc)
                    = date_trunc('month', ahbd.date)
                then true
                else false
            end as accommodation_was_created_this_month,
            case
                when
                    date_trunc('month', ahbd.first_time_booked_date_utc)
                    = date_trunc('month', ahbd.last_time_booked_date_utc)
                then true
                else false
            end as accommodation_has_first_booking,
            case
                when
                    date_trunc('month', ahbd.last_time_booked_date_utc)
                    = date_trunc('month', ahbd.date)
                then true
                else false
            end as has_been_booked_within_current_month,
            case
                when
                    date_trunc('month', ahbd.last_time_booked_date_utc)
                    + interval '6 months'
                    > date_trunc('month', ahbd.date)
                then true
                else false
            end as has_been_booked_within_last_6_months,
            case
                when
                    date_trunc('month', ahbd.last_time_booked_date_utc)
                    + interval '12 months'
                    > date_trunc('month', ahbd.date)
                then true
                else false
            end as has_been_booked_within_last_12_months,
            case
                when
                    date_trunc('month', ahbd.last_time_booked_date_utc)
                    + interval '12 months'
                    = date_trunc('month', ahbd.date)
                then true
                else false
            end as last_booking_was_12_months_ago,
            case
                when
                    date_trunc('month', ahbd.second_to_last_time_booked_date_utc)
                    + interval '12 months'
                    < date_trunc('month', ahbd.last_time_booked_date_utc)
                then true
                else false
            end as had_previous_booking_more_than_12_months_before_the_last
        from accommodation_historic_booking_dates ahbd
    )
select
    date,
    id_accommodation,
    creation_date_utc,
    first_time_booked_date_utc,
    last_time_booked_date_utc,
    second_to_last_time_booked_date_utc,
    case
        -- 01-New: The listing has been created this month and has not had any
        -- booking
        when
            not accommodation_has_at_least_one_booking
            and accommodation_was_created_this_month
        then '01-New'
        -- 02-Never Booked: The listing has been created before this month and
        -- has not
        -- had any booking
        when
            not accommodation_has_at_least_one_booking
            and not accommodation_was_created_this_month
        then '02-Never Booked'
        -- 03-First Time Booked: The listing has been booked for the first
        -- time and it
        -- has been created this month
        when accommodation_has_first_booking and has_been_booked_within_current_month
        then '03-First Time Booked'
        -- 04-Active: The listing has had at least 1 booking in its history
        -- and it's
        -- been less than 12 months since the last booking
        -- and is not reactivated and is not FTB
        when
            accommodation_has_at_least_one_booking
            and has_been_booked_within_last_12_months
            -- not reactivated
            and not (
                had_previous_booking_more_than_12_months_before_the_last
                and has_been_booked_within_current_month
            )
            -- not FTB
            and not (
                accommodation_has_first_booking and has_been_booked_within_current_month
            )
        then '04-Active'
        -- 05-Churning: The listing has been booked at least once and it's
        -- been 12
        -- months since the last booking
        when accommodation_has_at_least_one_booking and last_booking_was_12_months_ago
        then '05-Churning'
        -- 06-Inactive: The listing has been booked at least once and it's
        -- been more
        -- than 12 months since the last booking
        when
            accommodation_has_at_least_one_booking
            and not has_been_booked_within_last_12_months
            and not last_booking_was_12_months_ago
        then '06-Inactive'
        -- 07-Reactivated: The listing was churned/inactive but has had a new
        -- booking
        -- this month
        when
            had_previous_booking_more_than_12_months_before_the_last
            and has_been_booked_within_current_month
        then '07-Reactivated'
        else null
    end as accommodation_lifecycle_state,
    has_been_booked_within_current_month,
    has_been_booked_within_last_6_months,
    has_been_booked_within_last_12_months
from accommodation_historic_booking_features