Created fact_bookings.

models/marts/fact_bookings.sql

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+with bookings as (
+
+    select
+        booking_id,
+        member_id,
+        class_id,
+        booking_timestamp,
+        attendance_status,
+        check_in_timestamp,
+        cancellation_timestamp
+    from {{ ref('stg_bookings') }}
+
+),
+
+final as (
+
+    select
+        booking_id,
+        member_id,
+        class_id,
+
+        booking_timestamp,
+        date(booking_timestamp) as booking_date,
+
+        attendance_status,
+
+        case when attendance_status = 'attended' then true else false end as is_attended,
+        case when attendance_status = 'cancelled' then true else false end as is_cancelled,
+        case when attendance_status = 'no_show' then true else false end as is_no_show,
+
+        check_in_timestamp,
+        cancellation_timestamp
+
+    from bookings
+
+)
+
+select *
+from final

models/marts/fact_bookings.yml

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+version: 2
+
+models:
+  - name: fact_bookings
+    description: Final fact table for class bookings with one row per booking.
+
+    columns:
+      - name: booking_id
+        description: Unique identifier for each booking.
+        tests:
+          - not_null
+          - unique
+
+      - name: member_id
+        description: Identifier for the member who made the booking.
+        tests:
+          - not_null
+          - relationships:
+              arguments:
+                to: ref('dim_members')
+                field: member_id
+
+      - name: class_id
+        description: Identifier for the class that was booked. 
+        tests:
+          - not_null
+
+      - name: booking_timestamp
+        description: Timestamp of when the booking was made.
+        tests:
+          - not_null
+
+      - name: booking_date
+        description: Date when the booking was made.
+        tests:
+          - not_null
+
+      - name: attendance_status
+        description: Cleaned attendance status for the booking.
+        tests:
+          - not_null
+          - accepted_values:
+              arguments:
+                values: ['attended', 'cancelled', 'no_show']
+
+      - name: is_attended
+        description: Flag indicating whether the booking was attended. 
+        tests:
+          - not_null
+          - accepted_values:
+              arguments:
+                values: [true, false]
+                quote: false
+
+      - name: is_cancelled
+        description: Flag indicating whether the booking was cancelled. 
+        tests:
+          - not_null
+          - accepted_values:
+              arguments:
+                values: [true, false]
+                quote: false
+
+      - name: is_no_show
+        description: Flag indicating whether the booking was a no-show.
+        tests:
+          - not_null
+          - accepted_values:
+              arguments:
+                values: [true, false]
+                quote: false
+
+      - name: check_in_timestamp
+        description: Timestamp when the member checked in, if they attended. 
+
+      - name: cancellation_timestamp
+        description: Timestamp when the booking was cancelled, if cancelled.
+
+unit_tests:
+  - name: test_fact_bookings_attendance_flags
+    description: Test that the attendance_status is consistent with the attendance flags.
+    model: fact_bookings
+
+    given: 
+      - input: ref('stg_bookings')
+        rows:
+          - {booking_id: 1, member_id: 101, class_id: 1001, booking_timestamp: '2025-01-10 09:00:00', attendance_status: 'attended', check_in_timestamp: '2025-01-10 09:55:00', cancellation_timestamp: null}
+          - {booking_id: 2, member_id: 102, class_id: 1002, booking_timestamp: '2025-01-11 10:00:00', attendance_status: 'cancelled', check_in_timestamp: null, cancellation_timestamp: '2025-01-10 15:00:00'}
+          - {booking_id: 3, member_id: 103, class_id: 1003, booking_timestamp: '2025-01-12 11:00:00', attendance_status: 'no_show', check_in_timestamp: null, cancellation_timestamp: null}
+
+    expect:
+      rows:
+        - {booking_id: 1, member_id: 101, class_id: 1001, booking_timestamp: '2025-01-10 09:00:00', booking_date: '2025-01-10', attendance_status: 'attended', is_attended: true, is_cancelled: false, is_no_show: false, check_in_timestamp: '2025-01-10 09:55:00', cancellation_timestamp: null}
+        - {booking_id: 2, member_id: 102, class_id: 1002, booking_timestamp: '2025-01-11 10:00:00', booking_date: '2025-01-11', attendance_status: 'cancelled', is_attended: false, is_cancelled: true, is_no_show: false, check_in_timestamp: null, cancellation_timestamp: '2025-01-10 15:00:00'}
+        - {booking_id: 3, member_id: 103, class_id: 1003, booking_timestamp: '2025-01-12 11:00:00', booking_date: '2025-01-12', attendance_status: 'no_show', is_attended: false, is_cancelled: false, is_no_show: true, check_in_timestamp: null, cancellation_timestamp: null}

tests/singular_tests/fact_bookings_status_flags_consistent.sql

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+select *
+from {{ ref('fact_bookings') }}
+where
+    (attendance_status = 'attended' and (is_attended = false or is_cancelled = true or is_no_show = true))
+    or
+    (attendance_status = 'cancelled' and (is_attended = true or is_cancelled = false or is_no_show = true))
+    or 
+    (attendance_status = 'no_show' and (is_attended = true or is_cancelled = true or is_no_show = false))
+