mirror of
https://gitlab.com/cief-data/dbt_cloud.git
synced 2026-08-19 04:14:00 +00:00
DBT structure change
This commit is contained in:
Yam ZhengLim
@@ -1,3 +0,0 @@
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SELECT distinct QUOTE_CURRENCY_ID ,QUOTE_CURRENCY_NAME
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FROM {{ ref('fct_exchange__bookings') }}
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@@ -1,341 +0,0 @@
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-- MARCRO for count the cummulative_activity_number
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{% set funnel_activity = ['register','email_verified','identity_documents_uploaded','identity_documents_verified','first_time_booking','first_time_order','first_time_order_completed','repeat_completed_order_after_30days','repeat_completed_order_after_60days']%}
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-- IMPORT
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WITH companies AS (
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SELECT * FROM {{ ref('dim_exchange__companies') }}
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),
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transaction_orders AS (
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SELECT * FROM {{ ref('fct_exchange__transaction_orders') }}
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),
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company_identity_documents AS (
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SELECT * FROM {{ ref('fct_exchange__company_identity_documents') }}
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),
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email_verifications AS (
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SELECT * FROM {{ ref('fct_exchange__email_verifications') }}
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),
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bookings AS (
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SELECT * FROM {{ ref('fct_exchange__bookings') }}
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),
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-- LOGIC
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remove_supplier_company AS (
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SELECT
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*
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FROM companies
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WHERE business_type NOT IN ('1','3')
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),
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clean_company_transaction_orders AS (
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SELECT
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transaction_orders.*
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FROM transaction_orders
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-- Remove supplier (If any) 16/3/2023 Currently do not have any supplier in transaction orders
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INNER JOIN remove_supplier_company
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ON (transaction_orders.company_id = remove_supplier_company.id)
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),
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clean_company_bookings AS (
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SELECT
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bookings.*
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FROM bookings
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-- Remove supplier (If any) 16/3/2023 Currently do not have any supplier in transaction orders
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INNER JOIN remove_supplier_company
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ON (bookings.company_id = remove_supplier_company.id)
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),
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company_first_time_order_date AS (
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SELECT
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id,
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company_id,
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created_at
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FROM clean_company_transaction_orders
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WHERE
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is_first_time_company_completed = '1'
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),
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--start defind funnel
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repeat_completed_order_after_60days_activities AS (
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SELECT
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clean_company_transaction_orders.company_id,
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0 AS is_data_cleansing_generate_row,
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'repeat_completed_order_after_60days' AS activity,
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MIN(clean_company_transaction_orders.created_at) AS activity_datetime
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FROM clean_company_transaction_orders
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LEFT JOIN company_first_time_order_date
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ON (clean_company_transaction_orders.company_id = company_first_time_order_date.company_id)
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WHERE
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DATEDIFF(day, company_first_time_order_date.created_at, clean_company_transaction_orders.created_at) >= 60
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GROUP BY
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clean_company_transaction_orders.company_id
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),
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repeat_completed_order_after_30days_activities AS (
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SELECT
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clean_company_transaction_orders.company_id,
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0 AS is_data_cleansing_generate_row,
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'repeat_completed_order_after_30days' AS activity,
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MIN(clean_company_transaction_orders.created_at) AS activity_datetime
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FROM clean_company_transaction_orders
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LEFT JOIN company_first_time_order_date
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ON (clean_company_transaction_orders.company_id = company_first_time_order_date.company_id)
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WHERE
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DATEDIFF(day, company_first_time_order_date.created_at, clean_company_transaction_orders.created_at) >= 30
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GROUP BY
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clean_company_transaction_orders.company_id
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),
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first_time_order_completed_activities AS (
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SELECT
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clean_company_transaction_orders.company_id,
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0 AS is_data_cleansing_generate_row,
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'first_time_order_completed' AS activity,
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MIN(clean_company_transaction_orders.created_at) AS activity_datetime
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FROM clean_company_transaction_orders
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WHERE
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clean_company_transaction_orders.is_first_time_company_completed = 1
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GROUP BY
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clean_company_transaction_orders.company_id
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),
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first_time_order_activities AS (
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SELECT
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clean_company_transaction_orders.company_id,
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0 AS is_data_cleansing_generate_row,
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'first_time_order' AS activity,
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MIN(clean_company_transaction_orders.created_at) AS activity_datetime
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FROM clean_company_transaction_orders
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WHERE
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clean_company_transaction_orders.is_first_time_company = 1
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GROUP BY
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clean_company_transaction_orders.company_id
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),
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first_time_booking_activities AS (
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SELECT
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IFNULL( unclean_first_time_booking_activities.company_id , first_time_order_activities.company_id ) AS company_id,
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IFF( unclean_first_time_booking_activities.company_id IS NULL, 1, 0) AS is_data_cleansing_generate_row,
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'first_time_booking' AS activity,
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IFNULL( unclean_first_time_booking_activities.activity_datetime , first_time_order_activities.activity_datetime ) AS activity_datetime
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FROM
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(
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SELECT
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clean_company_bookings.company_id,
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'first_time_booking' AS activity,
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MIN(clean_company_bookings.booking_created_datetime) AS activity_datetime
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FROM clean_company_bookings
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WHERE
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clean_company_bookings.is_first_time_company = 1
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GROUP BY
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clean_company_bookings.company_id
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) AS unclean_first_time_booking_activities
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FULL OUTER JOIN first_time_order_activities
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ON (unclean_first_time_booking_activities.company_id = first_time_order_activities.company_id)
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),
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identity_documents_verified_activities AS (
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SELECT
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IFNULL( unclean_identity_documents_verified_activities.company_id , first_time_booking_activities.company_id ) AS company_id,
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IFF( unclean_identity_documents_verified_activities.company_id IS NULL, 1, 0) AS is_data_cleansing_generate_row,
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'identity_documents_verified' AS activity,
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IFNULL( unclean_identity_documents_verified_activities.activity_datetime , first_time_booking_activities.activity_datetime ) AS activity_datetime
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FROM
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(
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SELECT
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company_id,
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'identity_documents_verified' AS activity,
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MIN(identity_created_datetime) AS activity_datetime
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FROM company_identity_documents
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WHERE
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identity_status = '2'
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GROUP BY
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company_id
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) AS unclean_identity_documents_verified_activities
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FULL OUTER JOIN first_time_booking_activities
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ON (unclean_identity_documents_verified_activities.company_id = first_time_booking_activities.company_id)
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),
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identity_documents_uploaded_activities AS (
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SELECT
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IFNULL( unclean_identity_documents_uploaded_activities.company_id , identity_documents_verified_activities.company_id ) AS company_id,
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IFF( unclean_identity_documents_uploaded_activities.company_id IS NULL, 1, 0) AS is_data_cleansing_generate_row,
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'identity_documents_uploaded' AS activity,
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IFNULL( unclean_identity_documents_uploaded_activities.activity_datetime , identity_documents_verified_activities.activity_datetime ) AS activity_datetime
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FROM
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(
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SELECT
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company_id,
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'identity_documents_uploaded' AS activity,
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MIN(identity_created_datetime) AS activity_datetime
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FROM company_identity_documents
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GROUP BY
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company_id
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) AS unclean_identity_documents_uploaded_activities
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FULL OUTER JOIN identity_documents_verified_activities
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ON (unclean_identity_documents_uploaded_activities.company_id = identity_documents_verified_activities.company_id)
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),
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email_verified_activities AS (
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SELECT
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IFNULL( unclean_email_verified_activities.company_id , identity_documents_uploaded_activities.company_id ) AS company_id,
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IFF( unclean_email_verified_activities.company_id IS NULL, 1, 0) AS is_data_cleansing_generate_row,
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'email_verified' AS activity,
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IFNULL( unclean_email_verified_activities.activity_datetime , identity_documents_uploaded_activities.activity_datetime ) AS activity_datetime
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FROM
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(
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SELECT
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company_id,
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'email_verified' AS activity,
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MIN(verification_email_created_datetime) AS activity_datetime
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FROM email_verifications
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WHERE
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is_completed = '1'
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GROUP BY
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company_id
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) AS unclean_email_verified_activities
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FULL OUTER JOIN identity_documents_uploaded_activities
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ON (unclean_email_verified_activities.company_id = identity_documents_uploaded_activities.company_id)
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),
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register_activities AS (
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SELECT
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IFNULL( unclean_register_activities.company_id , email_verified_activities.company_id ) AS company_id,
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IFF( unclean_register_activities.company_id IS NULL, 1, 0) AS is_data_cleansing_generate_row,
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'register' AS activity,
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IFNULL( unclean_register_activities.activity_datetime , email_verified_activities.activity_datetime ) AS activity_datetime
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FROM
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(
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SELECT
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id AS company_id,
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'register' AS activity,
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MIN(created_at) AS activity_datetime
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FROM remove_supplier_company
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GROUP BY
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id
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) AS unclean_register_activities
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FULL OUTER JOIN email_verified_activities
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ON (unclean_register_activities.company_id = email_verified_activities.company_id)
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),
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--all activites Union into a table
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union_all_activities AS (
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SELECT *
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FROM register_activities
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{% for activity in funnel_activity[1:] %}
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UNION
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SELECT *
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FROM {{activity}}_activities
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{% endfor %}
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),
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union_all_activities_flag_migrated_company AS (
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SELECT
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union_all_activities.*,
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remove_supplier_company.is_migrated_company
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FROM union_all_activities
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LEFT JOIN remove_supplier_company
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ON (union_all_activities.company_id = remove_supplier_company.id)
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),
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--FINAL
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sem_exchange__company_funnels AS (
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SELECT
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company_id,
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is_data_cleansing_generate_row,
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is_migrated_company,
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activity_datetime,
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{% for activity in funnel_activity %}
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count(iff(activity = '{{activity}}', company_id, NULL))
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OVER (ORDER BY activity_datetime) AS cumulative_{{activity}}_activity,
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{% endfor %}
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{% for activity in funnel_activity %}
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count(iff(activity = '{{activity}}' AND is_migrated_company = 0, company_id, NULL))
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OVER (ORDER BY activity_datetime) AS exclude_migrated_cumulative_{{activity}}_activity,
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{% endfor %}
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'__macro_end' AS __macro_end
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FROM union_all_activities_flag_migrated_company
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ORDER BY activity_datetime
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)
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SELECT * FROM sem_exchange__company_funnels
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@@ -1,299 +0,0 @@
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-- HOW TO USE IT?
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-- MUST: company_migration_segment filter need to be choose
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-- IMPORT
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WITH companies AS (
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SELECT * FROM {{ ref('dim_exchange__companies') }}
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),
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transaction_orders AS (
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SELECT * FROM {{ ref('fct_exchange__transaction_orders') }}
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),
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company_identity_documents AS (
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SELECT * FROM {{ ref('fct_exchange__company_identity_documents') }}
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),
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email_verifications AS (
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SELECT * FROM {{ ref('fct_exchange__email_verifications') }}
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),
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-- LOGIC
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remove_supplier_company AS (
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SELECT
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*
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FROM companies
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WHERE business_type = 2
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),
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company_register_events AS (
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SELECT
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remove_supplier_company.id AS company_id,
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'Register' AS register_event,
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MIN(remove_supplier_company.created_at) AS event_datetime
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FROM remove_supplier_company
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GROUP BY
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remove_supplier_company.id
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),
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company_email_verification_send_events AS (
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SELECT
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company_id,
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'Email Verification Send' AS email_verification_send_event,
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verification_email_created_datetime AS event_datetime,
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row_number() OVER
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(PARTITION BY company_id
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ORDER BY verification_email_created_datetime) AS first_row_number
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FROM email_verifications
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QUALIFY
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first_row_number = 1
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),
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company_email_verification_complete_events AS (
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SELECT
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company_id,
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'Email Verification Complete' AS email_verification_complete_event,
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verification_email_updated_datetime AS event_datetime,
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row_number() OVER
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(PARTITION BY company_id
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ORDER BY verification_email_updated_datetime) AS first_row_number
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FROM email_verifications
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WHERE
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is_completed = '1'
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QUALIFY
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first_row_number = 1
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),
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company_upload_identity_events AS (
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SELECT
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company_id,
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'Upload Identity' AS upload_identity_event,
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identity_created_datetime AS event_datetime,
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row_number() OVER
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(PARTITION BY company_id
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ORDER BY identity_created_datetime) AS first_row_number
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FROM company_identity_documents
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QUALIFY
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first_row_number = 1
|
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),
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company_approve_identity_events AS (
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SELECT
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company_id,
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'Approve Identity' AS approve_identity_event,
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|
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identity_approved_datetine AS event_datetime,
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row_number() OVER
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(PARTITION BY company_id
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ORDER BY identity_created_datetime) AS first_row_number
|
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|
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FROM company_identity_documents
|
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|
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WHERE
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identity_status in ('2','3')
|
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|
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QUALIFY
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first_row_number = 1
|
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),
|
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company_first_time_order_events AS (
|
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SELECT
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first_time_transaction_orders.company_id,
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companies.id,
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'First Time Order' AS first_time_order_event,
|
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first_time_transaction_orders.created_at AS event_datetime
|
||||
|
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FROM
|
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(SELECT
|
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*,
|
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row_number() OVER
|
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(PARTITION BY transaction_orders.company_id
|
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ORDER BY transaction_orders.created_at) AS row_rank_index
|
||||
|
||||
FROM transaction_orders
|
||||
|
||||
QUALIFY
|
||||
row_rank_index = 1
|
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) AS first_time_transaction_orders
|
||||
|
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INNER JOIN companies
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ON(first_time_transaction_orders.company_id = companies.id)
|
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),
|
||||
|
||||
|
||||
|
||||
company_funnel_events AS (
|
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SELECT
|
||||
company_id,
|
||||
register_event,
|
||||
NULL AS email_verification_send_event,
|
||||
NULL AS email_verification_complete_event,
|
||||
NULL AS upload_identity_event,
|
||||
NULL AS approve_identity_event,
|
||||
NULL AS first_time_order_event,
|
||||
event_datetime
|
||||
|
||||
FROM company_register_events
|
||||
WHERE register_event IS NOT NULL
|
||||
|
||||
UNION
|
||||
|
||||
SELECT
|
||||
company_id,
|
||||
NULL AS register_event,
|
||||
email_verification_send_event,
|
||||
NULL AS email_verification_complete_event,
|
||||
NULL AS upload_identity_event,
|
||||
NULL AS approve_identity_event,
|
||||
NULL AS first_time_order_event,
|
||||
event_datetime
|
||||
|
||||
FROM company_email_verification_send_events
|
||||
WHERE email_verification_send_event IS NOT NULL
|
||||
|
||||
UNION
|
||||
|
||||
SELECT
|
||||
company_id,
|
||||
NULL AS register_event,
|
||||
NULL AS email_verification_send_event,
|
||||
email_verification_complete_event,
|
||||
NULL AS upload_identity_event,
|
||||
NULL AS approve_identity_event,
|
||||
NULL AS first_time_order_event,
|
||||
event_datetime
|
||||
|
||||
FROM company_email_verification_complete_events
|
||||
WHERE email_verification_complete_event IS NOT NULL
|
||||
|
||||
UNION
|
||||
|
||||
SELECT
|
||||
company_id,
|
||||
NULL AS register_event,
|
||||
NULL AS email_verification_send_event,
|
||||
NULL AS email_verification_complete_event,
|
||||
upload_identity_event,
|
||||
NULL AS approve_identity_event,
|
||||
NULL AS first_time_order_event,
|
||||
event_datetime
|
||||
|
||||
FROM company_upload_identity_events
|
||||
WHERE upload_identity_event IS NOT NULL
|
||||
|
||||
UNION
|
||||
|
||||
SELECT
|
||||
company_id,
|
||||
NULL AS register_event,
|
||||
NULL AS email_verification_send_event,
|
||||
NULL AS email_verification_complete_event,
|
||||
NULL AS upload_identity_event,
|
||||
approve_identity_event,
|
||||
NULL AS first_time_order_event,
|
||||
event_datetime
|
||||
|
||||
FROM company_approve_identity_events
|
||||
WHERE approve_identity_event IS NOT NULL
|
||||
|
||||
UNION
|
||||
|
||||
SELECT
|
||||
company_id,
|
||||
NULL AS register_event,
|
||||
NULL AS email_verification_send_event,
|
||||
NULL AS email_verification_complete_event,
|
||||
NULL AS upload_identity_event,
|
||||
NULL AS approve_identity_event,
|
||||
first_time_order_event,
|
||||
event_datetime
|
||||
|
||||
FROM company_first_time_order_events
|
||||
WHERE first_time_order_event IS NOT NULL
|
||||
|
||||
),
|
||||
|
||||
--FINAL
|
||||
sem_exchange__company_funnel_events AS (
|
||||
SELECT
|
||||
'all_company' AS company_migration_segment,
|
||||
company_funnel_events.event_datetime,
|
||||
company_funnel_events.company_id,
|
||||
remove_supplier_company.is_migrated_company,
|
||||
|
||||
count(iff(company_funnel_events.register_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS register_company,
|
||||
|
||||
count(iff(company_funnel_events.email_verification_send_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS email_verification_send_company,
|
||||
|
||||
count(iff(company_funnel_events.email_verification_complete_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS email_verification_complete_company,
|
||||
|
||||
count(iff(company_funnel_events.upload_identity_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS upload_identity_company,
|
||||
|
||||
count(iff(company_funnel_events.approve_identity_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS approve_identity_event,
|
||||
|
||||
count(iff(company_funnel_events.first_time_order_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS first_time_order_company
|
||||
|
||||
FROM company_funnel_events
|
||||
|
||||
INNER JOIN remove_supplier_company
|
||||
ON (company_funnel_events.company_id = remove_supplier_company.id)
|
||||
|
||||
UNION
|
||||
|
||||
SELECT
|
||||
'exclude_migrated_company' AS company_migration_segment,
|
||||
company_funnel_events.event_datetime,
|
||||
company_funnel_events.company_id,
|
||||
remove_supplier_company.is_migrated_company,
|
||||
|
||||
count(iff(company_funnel_events.register_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS register_company,
|
||||
|
||||
count(iff(company_funnel_events.email_verification_send_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS email_verification_send_company,
|
||||
|
||||
count(iff(company_funnel_events.email_verification_complete_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS email_verification_complete_company,
|
||||
|
||||
count(iff(company_funnel_events.upload_identity_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS upload_identity_company,
|
||||
|
||||
count(iff(company_funnel_events.approve_identity_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS approve_identity_event,
|
||||
|
||||
count(iff(company_funnel_events.first_time_order_event IS NOT NULL, company_funnel_events.company_id, NULL))
|
||||
OVER (ORDER BY company_funnel_events.event_datetime) AS first_time_order_company
|
||||
|
||||
FROM company_funnel_events
|
||||
|
||||
INNER JOIN remove_supplier_company
|
||||
ON (company_funnel_events.company_id = remove_supplier_company.id)
|
||||
|
||||
WHERE remove_supplier_company.is_migrated_company = '0'
|
||||
|
||||
|
||||
)
|
||||
|
||||
|
||||
SELECT count(*) FROM sem_exchange__company_funnel_events
|
||||
@@ -1,84 +0,0 @@
|
||||
WITH container_packing_lists AS (
|
||||
SELECT * FROM {{ ref('base_shipping__container_packing_lists') }}
|
||||
),
|
||||
|
||||
containers AS (
|
||||
SELECT * FROM {{ ref('base_shipping__containers') }}
|
||||
),
|
||||
|
||||
packing_lists AS (
|
||||
SELECT * FROM {{ ref('base_shipping__packing_lists') }}
|
||||
),
|
||||
|
||||
packages AS (
|
||||
SELECT * FROM {{ ref('base_shipping__packages') }}
|
||||
),
|
||||
|
||||
company_modules AS (
|
||||
SELECT * FROM {{ ref('base_shipping__company_modules') }}
|
||||
),
|
||||
|
||||
company_connections AS (
|
||||
SELECT * FROM {{ ref('base_shipping__company_connections') }}
|
||||
),
|
||||
|
||||
orders AS (
|
||||
SELECT * FROM {{ ref('base_shipping__orders') }}
|
||||
)
|
||||
-- LOGIC
|
||||
company_module_join_companies AS (
|
||||
SELECT
|
||||
company_modules.id AS company_id,
|
||||
company_modules.name AS company_name,
|
||||
company_connections.invitee_reference AS marking
|
||||
|
||||
FROM
|
||||
company_modules
|
||||
LEFT JOIN company_connections
|
||||
ON (company_modules.id = company_connections.invitee_id)
|
||||
),
|
||||
|
||||
final AS (
|
||||
SELECT
|
||||
container_packing_lists.*,
|
||||
containers.*,
|
||||
packing_lists.*,
|
||||
packages.*,
|
||||
packages.created_at AS packages_created_at,
|
||||
((packages.width/100) * (packages.height/100) * (packages.length/100) * packages.quantity) as cbm
|
||||
|
||||
FROM container_packing_lists
|
||||
|
||||
JOIN containers
|
||||
ON (container_packing_lists.container_id = containers.id)
|
||||
JOIN packing_lists
|
||||
ON (container_packing_lists.packing_list_id = packing_lists.id)
|
||||
JOIN packages
|
||||
ON (packages.packing_list_id = packing_lists.id and packages.deleted_at is null)
|
||||
|
||||
WHERE packing_lists.deleted_at is null AND packages_created_at >= '2022-01-01')
|
||||
-- ),
|
||||
|
||||
-- final_group_by_company_module AS (
|
||||
-- SELECT
|
||||
-- final.owner_id,
|
||||
-- SUM(final.cbm) AS life_time_cbm
|
||||
|
||||
-- FROM final
|
||||
|
||||
-- GROUP BY
|
||||
-- owner_id
|
||||
-- )
|
||||
|
||||
|
||||
|
||||
SELECT * FROM final
|
||||
|
||||
-- SELECT
|
||||
-- containers.*, packing_lists.id as packing_list_id, SUM((packages.width/100) * (packages.height/100) * (packages.length/100) * packages.quantity) as cbm
|
||||
-- FROM
|
||||
-- container_packing_lists as packed_containers
|
||||
-- JOIN containers ON packed_containers.container_id = containers.id
|
||||
-- JOIN packing_lists ON packed_containers.packing_list_id = packing_lists.id
|
||||
-- JOIN packages ON (packages.packing_list_id = packing_lists.id and packages.deleted_at is null)
|
||||
-- WHERE packing_lists.deleted_at is null GROUP BY packing_lists.id;
|
||||
Reference in New Issue
Block a user