Merged PR 5589: Limits data test coverage on resolutions data
# Description This relates to the data alerts on resolutions models. We have one incident status that refers to the record having missing information. The record that is currently triggering this alerts is indeed tagged as such. The idea is to: * Create a new boolean that flags if the incident has missing information. This is propagated stg to reporting. * Apply a where clause to any existing data alert that might be susceptible to fail due to not having enough quality, in staging and reporting. * Remove over coverage in intermediate since it's already happening in reporting. However we keep a few not-null tests and the PK on critical information (i.e., id_booking). # 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. - [NA] I have checked for DRY opportunities with other models and docs. - [NA] 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: #31668
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6 changed files with 99 additions and 141 deletions
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@ -147,6 +147,7 @@ select
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i.id_incident,
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i.id_verification,
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i.current_status_name,
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i.is_incident_missing_details,
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i.is_submission_complete,
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i.current_agent_name,
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i.document_version,
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@ -26,6 +26,12 @@ models:
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data_tests:
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- not_null
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- name: is_incident_missing_details
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data_type: boolean
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description: |
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Flag to indicate if the incident is currently missing details.
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This is used to limit the data tests coverage.
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- name: is_submission_complete
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data_type: boolean
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description: "Flag to indicate if the submission is complete."
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@ -74,10 +80,6 @@ models:
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- name: time_to_first_comment_in_hours
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data_type: numeric
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description: "Time taken to reach the client for the first time."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: true
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- name: first_status_at_utc
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data_type: timestamp
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@ -90,10 +92,6 @@ models:
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- name: resolution_time_in_hours
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data_type: numeric
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description: "Time taken to resolve the incident, in hours, if completed."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: true
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- name: number_damaged_items
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data_type: bigint
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@ -103,64 +101,35 @@ models:
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data_type: numeric
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description: |
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"Original value of the damaged items in the host currency."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: original_value_amount_in_gbp
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data_type: numeric
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description: |
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"Original value of the damaged items in GBP."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: asked_repair_amount_in_host_currency
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data_type: numeric
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description: |
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"Amount requested by the host for repair in the host currency."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: asked_repair_amount_in_gbp
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data_type: numeric
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description: |
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"Amount requested by the host for repair in GBP."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: accepted_amount_in_host_currency
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data_type: numeric
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description: |
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"Final accepted settlement amount in the host currency."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: accepted_amount_in_gbp
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data_type: numeric
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description: |
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"Final accepted settlement amount in GBP."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: host_currency
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data_type: text
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description: "Host or local currency"
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data_tests:
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- not_null:
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where: "original_value_amount_in_host_currency > 0
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or asked_repair_amount_in_host_currency > 0
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or accepted_amount_in_host_currency > 0"
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- name: guest_verification_status
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data_type: text
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@ -169,119 +138,63 @@ models:
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- name: lower_protection_limit_usd
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data_type: numeric
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description: "Lower protection limit in USD."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: upper_protection_limit_usd
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data_type: numeric
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description: "Upper protection limit in USD."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: calculated_payout_amount_in_txn_currency
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data_type: numeric
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description: "Calculated payout amount in local currency."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: calculated_payout_currency
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data_type: text
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description: "Currency of the calculated payout amount."
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data_tests:
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- not_null:
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where: "calculated_payout_amount_in_txn_currency > 0"
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- name: calculated_payout_amount_in_gbp
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data_type: numeric
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description: "Calculated payout amount in GBP."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: submitted_payout_amount_in_txn_currency
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data_type: numeric
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description: "Submitted payout amount in local currency."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: submitted_payout_currency
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data_type: text
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description: "Currency of the submitted payout amount."
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data_tests:
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- not_null:
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where: "submitted_payout_amount_in_txn_currency > 0"
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- name: submitted_payout_amount_in_gbp
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data_type: numeric
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description: "Submitted payout amount in GBP."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: calculated_guest_charge_amount_in_txn_currency
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data_type: numeric
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description: "Calculated guest charge amount in local currency."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: calculated_guest_charge_currency
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data_type: text
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description: "Currency of the calculated guest charge amount."
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data_tests:
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- not_null:
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where: "calculated_guest_charge_amount_in_txn_currency > 0"
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- name: calculated_guest_charge_amount_in_gbp
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data_type: numeric
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description: "Calculated guest charge amount in GBP."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: submitted_guest_charge_amount_in_txn_currency
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data_type: numeric
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description: "Submitted guest charge amount in local currency."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: submitted_guest_charge_currency
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data_type: text
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description: "Currency of the submitted guest charge amount."
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data_tests:
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- not_null:
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where: "submitted_guest_charge_amount_in_txn_currency > 0"
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- name: submitted_guest_charge_amount_in_gbp
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data_type: numeric
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description: "Submitted guest charge amount in GBP."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: id_user_host
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data_type: text
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description: |
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"Unique Id that identifies the host."
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data_tests:
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- relationships:
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to: ref('stg_core__user')
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field: id_user
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- name: host_account_name
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data_type: text
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@ -310,10 +223,6 @@ models:
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- name: id_user_guest
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data_type: text
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description: "Superhog code that uniquely identifies a single guest."
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data_tests:
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- relationships:
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to: ref('stg_core__user')
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field: id_user
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- name: guest_email
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data_type: text
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@ -347,17 +256,10 @@ models:
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- name: deposit_retained_amount_in_txn_currency
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data_type: numeric
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description: "Amount of the deposit retained in local currency."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: deposit_retained_currency
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data_type: text
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description: "Currency of the deposit retained."
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data_tests:
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- not_null:
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where: "deposit_retained_amount_in_txn_currency > 0"
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- name: has_guest_contributed_to_cost
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data_type: boolean
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@ -373,26 +275,15 @@ models:
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data_type: numeric
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description: "Amount of the guest contribution, in case they did,
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in local currency."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: guest_contribution_currency
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data_type: text
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description: "Currency of the guest contribution."
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data_tests:
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- not_null:
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where: "guest_contribution_amount_in_txn_currency > 0"
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- name: guest_contribution_amount_in_gbp
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data_type: numeric
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description: "Amount of the guest contribution, in case they did,
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in GBP."
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data_tests:
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- dbt_expectations.expect_column_values_to_be_between:
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min_value: 0
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strictly: false
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- name: is_guest_contacted_about_damage
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data_type: boolean
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@ -401,10 +292,6 @@ models:
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- name: id_accommodation
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data_type: numeric
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description: "Superhog code that uniquely identifies a single accommodation."
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data_tests:
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- relationships:
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to: ref('stg_core__accommodation')
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field: id_accommodation
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- name: accommodation_name
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data_type: text
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