Kept basic models to reduce complexity of
models/20125_edeposit_migration_agg_model_reporting
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Joaquin Ossa
parent
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commit
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4 changed files with 1 additions and 232 deletions
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@ -1,79 +0,0 @@
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{% set ok_status = ("Approved", "Flagged") %}
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{% set rejected_status = "Rejected" %}
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{% set rejected_fee = 0.25 %}
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{% set cancellation_fee = 0.25 %}
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{% set cancellation_threshold = 0.05 %}
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with
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int_edeposit__verifications as (
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select * from {{ ref("int_edeposit__verifications") }}
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),
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edeposit_records as (
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select
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id_booking,
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is_cancelled,
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id_user_partner,
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channel,
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checkin_date_utc,
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checkout_date_utc,
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creation_at_utc,
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verification_status,
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case
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when verification_status in {{ ok_status }}
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then nightly_fee_local * number_nights
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else 0
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end as ok_status_fee,
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case
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when verification_status = '{{ rejected_status }}'
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then {{ rejected_fee }}
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else 0
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end as rejected_fee,
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to_char(creation_at_utc, 'YYYY-MM') as year_month_created,
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to_char(checkout_at_utc, 'YYYY-MM') as year_month_checkout
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from int_edeposit__verifications
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where version = 'V2'
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),
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aggregated_partner_booking_metrics as (
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select
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id_user_partner,
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year_month_created,
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year_month_checkout,
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count(distinct id_booking) as bookings_per_month,
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sum(cast(is_cancelled as integer)) as cancelled_per_month,
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sum(cast(is_cancelled as integer))::decimal
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/ count(distinct id_booking) as cancelled_ratio,
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sum(ok_status_fee) as sum_ok_status_fee,
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sum(rejected_fee) as sum_rejected_fee,
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case
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when
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sum(cast(is_cancelled as integer))::decimal
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/ count(distinct id_booking)
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>= {{ cancellation_threshold }}
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then true
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else false
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end as is_cancellation_threshold_surpassed
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from edeposit_records
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group by year_month_created, year_month_checkout, id_user_partner
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)
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select
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id_user_partner,
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year_month_created,
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year_month_checkout,
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bookings_per_month,
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cancelled_per_month,
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cancelled_ratio,
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is_cancellation_threshold_surpassed,
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case
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when is_cancellation_threshold_surpassed
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then cancelled_per_month * {{ cancellation_fee }}
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else 0
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end as sum_cancelled_fee,
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sum_ok_status_fee,
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sum_rejected_fee,
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sum_ok_status_fee
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+ sum_rejected_fee
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+ case
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when cancelled_ratio >= {{ cancellation_threshold }}
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then cancelled_per_month * {{ cancellation_fee }}
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else 0
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end as total_revenue
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from aggregated_partner_booking_metrics
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@ -180,68 +180,3 @@ models:
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- name: created_at_utc
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- name: created_at_utc
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data_type: timestamp without time zone
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data_type: timestamp without time zone
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description: ""
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description: ""
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- name: int_edeposit__agg_fee_per_user
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description:
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"This table holds detailed data on revenue generated through e-deposit verifications.
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Each record provides insights into booking activities per user, including the number
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of bookings, cancellations, and associated fees within specific months. Each record
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captures data for bookings created in a particular month along with their corresponding
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checkout month, allowing for a comprehensive view of the booking lifecycle and associated
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revenues within those periods."
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tests:
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- dbt_utils.unique_combination_of_columns:
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combination_of_columns:
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- year_month_created
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- year_month_checkout
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- id_user_partner
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columns:
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- name: id_user_partner
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data_type: text
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description: "unique id value for user partner"
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- name: year_month_created
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data_type: text
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description: "year and month of created date"
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- name: year_month_checkout
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data_type: text
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description: "year and month of check-out date"
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- name: bookings_per_month
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data_type: bigint
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description: "total number of bookings"
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- name: cancelled_per_month
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data_type: bigint
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description: "number of cancelled bookings"
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- name: cancelled_ratio
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data_type: numeric
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description: "ratio of cancelled bookings over total bookings"
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- name: is_cancellation_threshold_surpassed
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data_type: boolean
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description: "true if the cancellation ratio is higher than the set threshold"
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tests:
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- not_null
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- name: sum_cancelled_fee
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data_type: numeric
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description: "sum of fees charged for cancelled bookings
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(currency-less)"
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- name: sum_ok_status_fee
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data_type: double precision
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description: |
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"sum of fees charged for bookings with status 'Approved' or 'Flagged'
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(currency-less)"
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- name: sum_rejected_fee
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data_type: numeric
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description: "sum of fees charged for rejected bookings
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(currency-less)"
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- name: total_revenue
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data_type: double precision
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description: "total sum of fees charged (currency-less)"
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@ -1,17 +0,0 @@
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with
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int_edeposit__agg_fee_per_user as (
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select * from {{ ref("int_edeposit__agg_fee_per_user") }}
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)
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select
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year_month_created as year_month_created,
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year_month_checkout as year_month_checkout,
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id_user_partner as id_user_partner,
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bookings_per_month as bookings_per_month,
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cancelled_per_month as cancelled_per_month,
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cancelled_ratio as cancelled_ratio,
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is_cancellation_threshold_surpassed as is_cancellation_threshold_surpassed,
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sum_cancelled_fee as sum_cancelled_fee,
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sum_ok_status_fee as sum_ok_status_fee,
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sum_rejected_fee as sum_rejected_fee,
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total_revenue as total_revenue
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from int_edeposit__agg_fee_per_user
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@ -1,73 +1,3 @@
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version: 2
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version: 2
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models:
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models:
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- name: edeposit__agg_fee_per_user
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description:
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"This table holds detailed data on revenue generated through e-deposit verifications.
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Each record provides insights into booking activities per user, including the number
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of bookings, cancellations, and associated fees within specific months. Each record
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captures data for bookings created in a particular month along with their corresponding
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checkout month, allowing for a comprehensive view of the booking lifecycle and associated
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revenues within those periods."
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tests:
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- dbt_utils.unique_combination_of_columns:
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combination_of_columns:
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- year_month_created
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- year_month_checkout
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- id_user_partner
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columns:
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- name: id_user_partner
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data_type: text
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description: "unique id value for user partner"
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test:
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- not_null
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- name: year_month_created
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data_type: text
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description: "year and month of created date"
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test:
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- not_null
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- name: year_month_checkout
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data_type: text
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description: "year and month of check-out date"
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test:
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- not_null
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- name: bookings_per_month
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data_type: bigint
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description: "total number of bookings"
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- name: cancelled_per_month
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data_type: bigint
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description: "number of cancelled bookings"
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- name: cancelled_ratio
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data_type: numeric
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description: "ratio of cancelled bookings over total bookings"
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- name: is_cancellation_threshold_surpassed
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data_type: boolean
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description: "true if the cancellation ratio is higher than the set threshold"
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tests:
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- not_null
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- name: sum_cancelled_fee
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data_type: numeric
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description: "sum of fees charged for cancelled bookings
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(currency-less)"
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- name: sum_ok_status_fee
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data_type: double precision
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description: |
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"sum of fees charged for bookings with status 'Approved' or 'Flagged'
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(currency-less)"
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- name: sum_rejected_fee
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data_type: numeric
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description: "sum of fees charged for rejected bookings
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(currency-less)"
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- name: total_revenue
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data_type: double precision
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description: "total sum of fees charged (currency-less)"
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