Merged PR 5242: Adds new model in intermediate for new dash deal onboarding
# Description Adds new model in intermediate for new dash deal onboarding. Adds additional fields in new dash tables for services completion at program level. # Checklist - [X] The edited models and dependants run properly with production data. - [X] The edited models are sufficiently documented. - [X] The edited models contain PK tests, and I've ran and passed them. - [ ] I have checked for DRY opportunities with other models and docs. - [ ] I've picked the right materialization for the affected models. # Other - [ ] Check if a full-refresh is required after this PR is merged. Related work items: #30249
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6 changed files with 606 additions and 3 deletions
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models/intermediate/cross/int_new_dash_deal_onboarding.sql
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models/intermediate/cross/int_new_dash_deal_onboarding.sql
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{{ config(materialized="table") }}
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with
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int_core__user_host as (select * from {{ ref("int_core__user_host") }}),
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int_hubspot__deal as (select * from {{ ref("int_hubspot__deal") }}),
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int_core__accommodation as (select * from {{ ref("int_core__accommodation") }}),
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int_core__booking_summary as (select * from {{ ref("int_core__booking_summary") }}),
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int_core__user_product_bundle_contains_services as (
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select * from {{ ref("int_core__user_product_bundle_contains_services") }}
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),
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int_core__user_product_bundle as (
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select * from {{ ref("int_core__user_product_bundle") }}
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),
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int_core__accommodation_to_product_bundle as (
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select * from {{ ref("int_core__accommodation_to_product_bundle") }}
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),
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int_xero__sales_denom_mart as (
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select * from {{ ref("int_xero__sales_denom_mart") }}
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),
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new_dash_new_business_accounts as (
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select
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ihd.id_deal,
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ihd.deal_name,
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ihd.onboarding_owner,
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ihd.account_manager,
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ihd.live_date_utc,
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ihd.contract_signed_date_utc,
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ihd.cancellation_date_utc,
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ihd.expressed_service_interest,
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string_agg(icuh.company_name, ', ') as platform_company_name,
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min(
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icuh.user_in_new_dash_since_timestamp_at_utc
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) as backend_account_creation_utc,
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count(distinct icuh.id_user_host) as count_platform_accounts
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from int_core__user_host icuh
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-- Deal needs to exist in HS
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inner join int_hubspot__deal ihd on icuh.id_deal = ihd.id_deal
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where
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-- Filters to replicate New Dash Overview
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icuh.is_user_in_new_dash = true
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and icuh.is_missing_id_deal = false
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and icuh.is_test_account = false
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-- Filter to only select new business (i.e., not migrated from Old Dash)
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and icuh.has_user_moved_from_old_dash = false
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group by 1, 2, 3, 4, 5, 6, 7, 8
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),
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program_creation_per_deal as (
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select
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id_deal,
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min(icupb.created_at_utc) as first_program_created_at_utc,
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min(
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case
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when icupb.has_upgraded_services then icupb.created_at_utc else null
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end
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) as first_upgraded_program_created_at_utc,
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count(
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distinct icupb.id_user_product_bundle
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) as count_programs_at_deal_level,
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count(
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distinct case
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when icupb.has_upgraded_services
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then icupb.id_user_product_bundle
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else null
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end
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) as count_upgraded_programs_at_deal_level,
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string_agg(
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distinct service_name, '|' order by service_name asc
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) as services_in_programs_at_deal_level
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from int_core__user_product_bundle icupb
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inner join int_core__user_host icuh on icupb.id_user_host = icuh.id_user_host
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left join
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int_core__user_product_bundle_contains_services cs
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on icupb.id_user_product_bundle = cs.id_user_product_bundle
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where icuh.id_deal is not null
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group by 1
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),
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listing_creation_per_deal as (
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select
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id_deal,
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min(ica.created_at_utc) as first_listing_created_at_utc,
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count(distinct ica.id_accommodation) as count_listings,
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count(
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distinct
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case when ica.is_active = true then ica.id_accommodation else null end
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) as count_active_listings
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from int_core__accommodation ica
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inner join int_core__user_host icuh on ica.id_user_host = icuh.id_user_host
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where
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-- Filters to replicate New Dash Overview
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icuh.is_user_in_new_dash = true
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and icuh.is_missing_id_deal = false
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and icuh.is_test_account = false
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-- Filter to only select new business (i.e., not migrated from Old Dash)
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and icuh.has_user_moved_from_old_dash = false
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group by 1
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),
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upgraded_program_applied_to_listing_per_deal as (
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select
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id_deal,
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min(
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atpb.created_at_utc
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) as first_upgraded_program_applied_to_listing_at_utc,
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count(
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distinct atpb.id_user_product_bundle
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) as count_upgraded_programs_at_listing_level,
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count(
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distinct case
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when atpb.has_no_end_date and ica.is_active
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then atpb.id_user_product_bundle
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else null
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end
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) as count_active_upgraded_programs_at_active_listing_level,
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count(
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distinct atpb.id_accommodation
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) as count_listings_with_upgraded_programs,
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count(
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distinct case
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when atpb.has_no_end_date and ica.is_active
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then atpb.id_accommodation
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else null
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end
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) as count_active_listings_with_active_upgraded_programs,
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string_agg(
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distinct service_name, '|' order by service_name asc
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) as services_in_programs_applied_to_listings,
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string_agg(
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distinct case
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when atpb.has_no_end_date and ica.is_active
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then service_name
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else null
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end,
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'|'
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order by
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case
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when atpb.has_no_end_date and ica.is_active
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then service_name
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else null
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end asc
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) as active_services_in_programs_applied_to_listings
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from int_core__accommodation_to_product_bundle atpb
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inner join int_core__user_host icuh on atpb.id_user_host = icuh.id_user_host
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left join
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int_core__user_product_bundle_contains_services cs
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on atpb.id_user_product_bundle = cs.id_user_product_bundle
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left join
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int_core__accommodation ica on atpb.id_accommodation = ica.id_accommodation
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where
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icuh.id_deal is not null
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-- Force that programs in listings have upgraded services
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and atpb.has_upgraded_services = true
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group by 1
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),
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booking_creation_per_deal as (
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select
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id_deal,
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min(bs.booking_created_at_utc) as first_booking_created_at_utc,
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min(
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case
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when bs.has_paid_services then bs.booking_created_at_utc else null
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end
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) as first_booking_with_paid_services_created_at_utc,
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count(distinct bs.id_booking) as count_bookings,
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count(
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distinct case when bs.has_paid_services then bs.id_booking else null end
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) as count_bookings_with_paid_service
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from int_core__booking_summary bs
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where id_deal is not null
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group by 1
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),
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invoice_per_deal as (
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select
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id_deal,
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min(document_issued_at_utc) at time zone 'utc' as first_invoice_at_utc
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from int_xero__sales_denom_mart
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where
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-- Select only invoices
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upper(document_class) = 'INVOICE'
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and upper(document_status) in ('PAID', 'AUTHORISED')
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and id_deal is not null
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group by 1
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),
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combination_of_sources as (
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select
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ndnba.id_deal,
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ndnba.deal_name,
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ndnba.onboarding_owner,
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ndnba.account_manager,
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ndnba.platform_company_name,
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ndnba.count_platform_accounts,
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-- Activity --
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coalesce(l.count_listings, 0) as count_listings,
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coalesce(l.count_active_listings, 0) as count_active_listings,
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coalesce(
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upl.count_listings_with_upgraded_programs, 0
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) as count_listings_with_upgraded_programs,
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coalesce(
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upl.count_active_listings_with_active_upgraded_programs, 0
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) as count_active_listings_with_active_upgraded_programs,
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coalesce(b.count_bookings, 0) as count_bookings,
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coalesce(
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b.count_bookings_with_paid_service, 0
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) as count_bookings_with_paid_service,
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-- Program funnel --
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coalesce(p.count_programs_at_deal_level, 0) as count_programs_at_deal_level,
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coalesce(
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p.count_upgraded_programs_at_deal_level, 0
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) as count_upgraded_programs_at_deal_level,
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coalesce(
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upl.count_upgraded_programs_at_listing_level, 0
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) as count_upgraded_programs_at_listing_level,
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coalesce(
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upl.count_active_upgraded_programs_at_active_listing_level, 0
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) as count_active_upgraded_programs_at_active_listing_level,
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-- HubSpot main dates --
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ndnba.contract_signed_date_utc,
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ndnba.live_date_utc,
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ndnba.cancellation_date_utc,
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-- First time timestamps --
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ndnba.backend_account_creation_utc,
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l.first_listing_created_at_utc,
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b.first_booking_created_at_utc,
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p.first_program_created_at_utc,
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p.first_upgraded_program_created_at_utc,
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upl.first_upgraded_program_applied_to_listing_at_utc,
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b.first_booking_with_paid_services_created_at_utc,
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inv.first_invoice_at_utc,
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-- Services --
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ndnba.expressed_service_interest,
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p.services_in_programs_at_deal_level,
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upl.services_in_programs_applied_to_listings,
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upl.active_services_in_programs_applied_to_listings,
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-- Additional for filtering --
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case
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when ndnba.cancellation_date_utc is not null then true else false
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end as has_churned
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from new_dash_new_business_accounts ndnba
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left join listing_creation_per_deal l on ndnba.id_deal = l.id_deal
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left join program_creation_per_deal p on ndnba.id_deal = p.id_deal
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left join
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upgraded_program_applied_to_listing_per_deal upl
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on ndnba.id_deal = upl.id_deal
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left join booking_creation_per_deal b on ndnba.id_deal = b.id_deal
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left join invoice_per_deal inv on ndnba.id_deal = inv.id_deal
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)
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select
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*,
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-- Basic Alerts --
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case
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when first_listing_created_at_utc is null and count_listings = 0
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then false
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else true
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end as has_listings,
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case when count_active_listings = 0 then false else true end as has_active_listings,
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case
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when first_booking_created_at_utc is null and count_bookings = 0
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then false
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else true
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end as has_bookings,
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case
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when first_invoice_at_utc is null then false else true
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end as has_been_invoiced,
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-- Advanced Alerts --
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case
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when count_bookings > 0 and count_bookings_with_paid_service = 0
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then true
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else false
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end as are_all_bookings_free,
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case
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when
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count_bookings_with_paid_service > 0
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and count_active_upgraded_programs_at_active_listing_level = 0
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then true
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else false
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end as is_account_no_longer_generating_paid_bookings,
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case
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when
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active_services_in_programs_applied_to_listings
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<> services_in_programs_applied_to_listings
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then true
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else false
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end as has_account_changed_services_applied_in_listings
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from combination_of_sources
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