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CIEF DataTeam
2023-08-01 09:27:53 +00:00
parent 7e3c0cdc48
commit ba58612204
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models/marts/reporting/rep_shipping__active_company_order_usages.sql
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{% set time_grain_list = ["month", "quarter", "year"] %}
{% set monthly_cbm_rank_list = [1.25, 5, 20] %} -- 0->1.25 40% 1.25->5 40% 5->20 15% 20->onward 5%
{% set quarterly_cbm_rank_list = [1.75, 10, 30] %}
{% set yearly_cbm_rank_list = [2.5, 20, 60] %}
-- IMPORT
WITH shipping_companies AS (
SELECT * FROM {{ ref('dim_shipping__companies') }}
),
origin_warehouse_shipping_packing_lists AS (
SELECT * FROM {{ ref('fct_shipping__origin_warehouse_shipping_packing_lists') }}
),
dates AS (
SELECT * FROM {{ ref('dim__dates') }}
),
-- LOGIC
{% for time_grain in time_grain_list %}
sub_company_first_time_order_{{time_grain}} AS (
SELECT
origin_warehouse_shipping_packing_lists.sub_company_id,
shipping_companies.sub_company_marking_id,
MIN(dates.first_day_of_{{time_grain}}) AS company_first_time_order_{{time_grain}}
FROM origin_warehouse_shipping_packing_lists
LEFT JOIN shipping_companies
ON (origin_warehouse_shipping_packing_lists.sub_company_id = shipping_companies.sub_company_id)
LEFT JOIN dates
ON (date(origin_warehouse_shipping_packing_lists.origin_warehouse_shipping_order_created_datetime) = dates.date_day)
GROUP BY
origin_warehouse_shipping_packing_lists.sub_company_id,
shipping_companies.sub_company_marking_id
),
origin_warehouse_shipping_packing_list_{{time_grain}} AS (
SELECT
origin_warehouse_shipping_packing_lists.*,
dates.first_day_of_{{time_grain}} AS origin_warehouse_shipping_order_created_{{time_grain}}
FROM origin_warehouse_shipping_packing_lists
LEFT JOIN dates
ON (date(origin_warehouse_shipping_packing_lists.origin_warehouse_shipping_order_created_datetime) = dates.date_day)
),
register_date_and_company_id_combination_{{time_grain}} AS (
SELECT
DISTINCT c.company_first_time_order_{{time_grain}} AS event_date,
'{{time_grain|upper}}LY' AS time_grain_filter,
c1.sub_company_id,
c1.sub_company_marking_id
FROM sub_company_first_time_order_{{time_grain}} AS c
CROSS JOIN sub_company_first_time_order_{{time_grain}} AS c1
WHERE c.company_first_time_order_{{time_grain}} >= c1.company_first_time_order_{{time_grain}}
ORDER BY event_date
),
company_sale_by_time_grain_{{time_grain}} AS (
SELECT
register_date_and_company_id_combination_{{time_grain}}.event_date,
register_date_and_company_id_combination_{{time_grain}}.time_grain_filter,
register_date_and_company_id_combination_{{time_grain}}.sub_company_id,
register_date_and_company_id_combination_{{time_grain}}.sub_company_marking_id,
SUM(IFF(origin_warehouse_shipping_order_status = 'APPROVED' OR
origin_warehouse_shipping_order_status = 'COMPLETED',
total_order_cbm,
0)) AS total_cbm_completed_approved,
COUNT(DISTINCT(IFF(origin_warehouse_shipping_order_status = 'APPROVED' OR
origin_warehouse_shipping_order_status = 'COMPLETED',
old_origin_warehouse_shipping_packing_list_id,
NULL))) AS total_order_completed_approved,
{% if time_grain == "month" -%}
{%- set cbm_rank_list = monthly_cbm_rank_list -%}
{%- elif time_grain == "quarter"%}
{%- set cbm_rank_list = quarterly_cbm_rank_list -%}
{%- elif time_grain == "year"%}
{%- set cbm_rank_list = yearly_cbm_rank_list -%}
{%- else -%}
{%- set cbm_rank_list = [] -%}
{%- endif -%}
CASE
WHEN total_cbm_completed_approved = 0
THEN 'NO_USAGE'
WHEN total_cbm_completed_approved <= {{cbm_rank_list[0]}}
THEN 'LOW_USAGE'
WHEN (total_cbm_completed_approved > {{cbm_rank_list[0]}} AND total_cbm_completed_approved <= {{cbm_rank_list[1]}})
THEN 'MEDIUM_USAGE'
WHEN (total_cbm_completed_approved > {{cbm_rank_list[1]}} AND total_cbm_completed_approved <= {{cbm_rank_list[2]}})
THEN 'HIGH_USAGE'
WHEN total_cbm_completed_approved > {{cbm_rank_list[2]}}
THEN 'SUPER_HIGH_USAGE'
ELSE 'ERROR'
END AS company_usage_type,
CASE
WHEN total_order_completed_approved = 0
THEN 'NO_ORDER'
WHEN MAX(is_first_time_sub_company) = 1
THEN 'FIRST_TIME_ORDER'
WHEN LAG(total_order_completed_approved) OVER (PARTITION BY register_date_and_company_id_combination_{{time_grain}}.time_grain_filter, register_date_and_company_id_combination_{{time_grain}}.sub_company_id, register_date_and_company_id_combination_{{time_grain}}.sub_company_marking_id ORDER BY event_date) != 0
THEN 'RECURRING_ORDER'
WHEN LAG(total_order_completed_approved) OVER (PARTITION BY register_date_and_company_id_combination_{{time_grain}}.time_grain_filter, register_date_and_company_id_combination_{{time_grain}}.sub_company_id, register_date_and_company_id_combination_{{time_grain}}.sub_company_marking_id ORDER BY event_date) = 0
THEN 'REACTIVE_ORDER'
ELSE 'ERROR'
END AS event_type
FROM register_date_and_company_id_combination_{{time_grain}}
LEFT JOIN origin_warehouse_shipping_packing_list_{{time_grain}}
ON (register_date_and_company_id_combination_{{time_grain}}.sub_company_id = origin_warehouse_shipping_packing_list_{{time_grain}}.sub_company_id
AND
register_date_and_company_id_combination_{{time_grain}}.event_date = origin_warehouse_shipping_packing_list_{{time_grain}}.origin_warehouse_shipping_order_created_{{time_grain}})
GROUP BY
register_date_and_company_id_combination_{{time_grain}}.event_date,
register_date_and_company_id_combination_{{time_grain}}.time_grain_filter,
register_date_and_company_id_combination_{{time_grain}}.sub_company_id,
register_date_and_company_id_combination_{{time_grain}}.sub_company_marking_id
),
{% endfor %}
union_all_time_grain AS (
{% for time_grain in time_grain_list %}
SELECT * FROM company_sale_by_time_grain_{{time_grain}}
{%- if not loop.last %} UNION{% endif -%}
{% endfor %}
),
--FINAL
final__rep_shipping__company_order_usages AS (
SELECT
-- ids
{{ dbt_utils.generate_surrogate_key(['event_date', 'time_grain_filter', 'sub_company_id']) }} AS company_order_usage_sk,
sub_company_id,
sub_company_marking_id,
-- dimensions
time_grain_filter,
company_usage_type,
event_type,
-- measures
total_cbm_completed_approved,
total_order_completed_approved,
-- date/times
event_date,
-- metadata
'{{ modules.datetime.datetime.now(modules.pytz.timezone("Asia/Kuala_Lumpur")) }}' AS _dbt_ran_datetime
FROM union_all_time_grain
)
SELECT * FROM final__rep_shipping__company_order_usages