Merged PR 4482: Staging model of resolutions incidents
# Description New staging model for Resolutions Incidents It extracts all of the data from the incidents after the ingestion from CosmosDB. This includes data on the host, the guest, the booking, the listing and all the resolution process until completed if completed. Though it currently has a lot of problems like missing values, ids not existing in the back end or payments without currencies. Everything is more clarified here https://www.notion.so/truvi/Data-Quality-Report-Resolutions-Incidents-data-1a40446ff9c9807180eaccfeebb53045?pvs=4. # 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. - [x] I have checked for DRY opportunities with other models and docs. - [x] 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: #27811
This commit is contained in:
Joaquin Ossa
commit
271f017cf5
3 changed files with 687 additions and 0 deletions
8
models/staging/resolutions/_resolutions_sources.yml
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8
models/staging/resolutions/_resolutions_sources.yml
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version: 2
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sources:
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- name: resolutions
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schema: sync_cdb_resolutions
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tables:
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- name: incident
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identifier: incident
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413
models/staging/resolutions/schema.yml
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413
models/staging/resolutions/schema.yml
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@ -0,0 +1,413 @@
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version: 2
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models:
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- name: stg_resolutions__incidents
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description: |
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"Contains all incidents stored by the resolutions team in Cosmos DB.
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This includes data about the incident, the user claiming the incident, the booking,
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the accommodation, the host and the guest."
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columns:
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- name: id_incident
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data_type: text
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description: "Unique identifier for the incident."
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data_tests:
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- unique
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- not_null
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- name: id_verification
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data_type: text
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description: "Superhog unique validation ID, coming from other APIs."
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- name: current_status_name
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data_type: text
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description: "current status of the incident."
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data_tests:
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- not_null
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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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data_tests:
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- not_null
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- name: current_agent_name
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data_type: text
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description: "Name of the agent who is currently handling the incident."
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- name: status_history_logs
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data_type: text
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description: "Log of the status history."
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- name: document_version
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data_type: text
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description: "Reported document resCentre, Api, manual form"
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- name: created_at_utc
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data_type: timestamp without time zone
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description: "Timestamp when the incident was created."
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data_tests:
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- not_null
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- name: created_date_utc
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data_type: date
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description: "Date when the incident was created."
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data_tests:
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- not_null
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- name: updated_at_utc
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data_type: timestamp without time zone
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description: "Timestamp when the incident was last updated."
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- name: updated_date_utc
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data_type: date
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description: "Date when the incident was last updated."
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- name: id_user_host
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data_type: text
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description: "Unique Id that identifies the host."
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data_tests:
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- not_null
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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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description: "Name of the host account."
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- name: host_email
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data_type: text
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description: "Email of the host."
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data_tests:
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- not_null
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- name: host_last_name
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data_type: text
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description: "Last name of the host."
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- name: host_first_name
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data_type: text
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description: "First name of the host."
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- name: host_phone_code
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data_type: text
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description: "Phone code of the host."
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- name: host_phone_number
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data_type: text
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description: "Phone number of the host."
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- name: host_phone_number_with_code
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data_type: text
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description: "Phone number of the host with the code."
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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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description: "Email of the guest."
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data_tests:
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- not_null
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- name: guest_last_name
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data_type: text
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description: "Last name of the guest."
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- name: guest_first_name
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data_type: text
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description: "First name of the guest."
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- name: guest_phone_code
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data_type: text
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description: "Phone code of the guest."
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- name: guest_phone_number
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data_type: text
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description: "Phone number of the guest."
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- name: guest_phone_number_with_code
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data_type: text
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description: "Phone number of the guest with the code."
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- name: is_guest_deposit_retained
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data_type: boolean
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description: "In case a deposit has been collected from the guest,
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whether it has been retained or not."
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- name: is_guest_deposit_collected
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data_type: boolean
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description: "If the host has collected a deposit from the guest."
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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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description: "If the guest has agreed to contribute to the cost when
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talking to the host"
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- name: has_host_taken_preventative_steps
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data_type: boolean
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description: "If the host has taken any action to prevent the damage
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or further damage once identified"
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- name: guest_contribution_amount_in_txn_currency
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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: is_guest_contacted_about_damage
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data_type: boolean
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description: "If the host has contacted the guest about the damage caused"
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- name: guest_preventative_steps_details
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data_type: text
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description: "Description of any action to prevent the damage or further
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damage once identified"
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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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- not_null
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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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description: "Accommodation name."
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- name: accommodation_address
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data_type: text
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description: "Address of the accommodation."
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- name: are_pets_allowed
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data_type: boolean
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description: "Flag to indicate if pets are allowed in the accommodation."
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- name: comment_logs
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data_type: text
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description: "Log of all comments submitted internally by the agents."
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- name: has_underlying_insurance
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data_type: boolean
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description: "If the property has underlying insurance"
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- name: is_insurance_claim_submitted
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data_type: boolean
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description: "If an insurance claim has been submitted to an insurance company"
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- name: check_in_at_utc
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data_type: timestamp without time zone
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description: "Timestamp of the check-in date in UTC of the booking."
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data_tests:
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- not_null
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- name: check_in_date_utc
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data_type: date
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description: "Date of the check-in date in UTC of the booking."
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data_tests:
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- not_null
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- name: check_out_at_utc
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data_type: timestamp without time zone
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description: "Timestamp of the check-out date in UTC of the booking."
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data_tests:
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- not_null
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- name: check_out_date_utc
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data_type: date
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description: "Date of the check-out date in UTC of the booking."
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data_tests:
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- not_null
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- name: id_booking
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data_type: numeric
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description: "Superhog unique booking ID"
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data_tests:
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- not_null
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- relationships:
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to: ref('stg_core__booking')
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field: id_booking
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- name: booking_status
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data_type: text
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description: "Status of the booking."
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- name: id_reservation
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data_type: text
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description: "External unique ID"
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- name: number_of_guests
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data_type: numeric
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description: "Number of guests in the booking."
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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: booking_services
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data_type: text
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description: "List of services included in the booking."
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- name: booking_platform_used
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data_type: text
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description: "The booking platform used"
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- name: agent_history
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data_type: text
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description: "List of all agents who have handled the incident."
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- name: damage_incident_details
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data_type: text
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description: "Description of what happened in general terms"
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- name: has_confirmed_loss
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data_type: boolean
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description: "Confirmation that the information they have provided in
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the report is true to the best of their knowledge."
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- name: damage_report_items
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data_type: text
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description: "List of items that were damaged."
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- name: protection_name
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data_type: text
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description: "Indicates the selected booking protection plan,
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e.g., Damage Protection Plan."
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- name: was_overriden
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data_type: boolean
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description: "Flag to indicate if the proposed settlement value from
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the calculator was overriden."
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- name: waiver_or_deposit_name
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data_type: text
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description: "Indicates whether the guest selected Deposit or Waiver as their cover."
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- name: guest_verification_status
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data_type: text
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description: "Guest verification status for this booking."
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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_usd
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data_type: numeric
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description: "Calculated payout amount 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_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_usd
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data_type: numeric
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description: "Calculated guest charge amount 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: third_party_claim_submitted
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data_type: boolean
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description: "If the host is seeking compensation from another platform"
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- name: third_party_claim_from
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data_type: text
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description: "For example, Aircover from Airbnb."
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- name: third_party_claim_amount_in_txn_currency
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data_type: numeric
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description: "Claim amount in local currency if the host is seeking
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compensation from another platform."
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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: third_party_claim_currency
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data_type: text
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description: "Currency of the claim amount if the host is seeking
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compensation from another platform."
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data_tests:
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- not_null:
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where: "third_party_claim_amount_in_txn_currency > 0"
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- name: cosmos_db_timestamp_utc
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data_type: timestamp
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description: Internal Cosmos DB timestamp of the last record update.
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data_tests:
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- not_null
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266
models/staging/resolutions/stg_resolutions__incidents.sql
Normal file
266
models/staging/resolutions/stg_resolutions__incidents.sql
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@ -0,0 +1,266 @@
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-- Some records (document_version <> 'OldClaimToIncidentModel') are older versions
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-- of the incident model and don't have the same data structure as the current one.
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-- Many of them don't have the same necessary fields as the current model.
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-- The same happens with the 'ManualFormWeb' document_version.
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{% set old_or_manual_documents = ("OLDCLAIMTOINCIDENTMODEL", "MANUALFORMWEB") %}
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with
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raw_incident as (select * from {{ source("resolutions", "incident") }}),
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deduped_verifications as (
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{{ cosmos_db_record_deduplication("raw_incident", "id") }}
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)
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select
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-- Basic Incident Details
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{{ adapter.quote("documents") }} ->> 'id' as id_incident,
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{{ adapter.quote("documents") }} ->> 'VerificationId' as id_verification,
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{{ adapter.quote("documents") }} ->> 'CurrentStatusName' as current_status_name,
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({{ adapter.quote("documents") }} ->> 'IsSubmissionComplete')::boolean
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as is_submission_complete,
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{{ adapter.quote("documents") }} ->> 'CurrentAgentName' as current_agent_name,
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{{ adapter.quote("documents") }} ->> 'StatusHistory' as status_history_logs,
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{{ adapter.quote("documents") }} ->> 'DocumentVersion' as document_version,
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({{ adapter.quote("documents") }} ->> 'CreatedDate')::timestamp as created_at_utc,
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({{ adapter.quote("documents") }} ->> 'CreatedDate')::date as created_date_utc,
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({{ adapter.quote("documents") }} ->> 'UpdatedDate')::timestamp as updated_at_utc,
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({{ adapter.quote("documents") }} ->> 'UpdatedDate')::date as updated_date_utc,
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||||
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||||
-- Host Details
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{{ adapter.quote("documents") }} -> 'Host' ->> 'Id' as id_user_host,
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{{ adapter.quote("documents") }} -> 'Host' ->> 'AccountName' as host_account_name,
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||||
-- Host Contact Details
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{{ adapter.quote("documents") }}
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-> 'Host'
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-> 'ContactDetails'
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->> 'Email' as host_email,
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{{ adapter.quote("documents") }}
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-> 'Host'
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||||
-> 'ContactDetails'
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->> 'LastName' as host_last_name,
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{{ adapter.quote("documents") }}
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-> 'Host'
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-> 'ContactDetails'
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->> 'FirstName' as host_first_name,
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{{ adapter.quote("documents") }}
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-> 'Host'
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||||
-> 'ContactDetails'
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||||
->> 'PhoneCode' as host_phone_code,
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{{ adapter.quote("documents") }}
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-> 'Host'
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-> 'ContactDetails'
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->> 'PhoneNumber' as host_phone_number,
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{{ adapter.quote("documents") }}
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-> 'Host'
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||||
-> 'ContactDetails'
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->> 'PhoneNumberWithCode' as host_phone_number_with_code,
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||||
|
||||
-- Guest Details
|
||||
nullif({{ adapter.quote("documents") }} -> 'Guest' ->> 'Id', '') as id_user_guest,
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||||
{{ adapter.quote("documents") }}
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||||
-> 'Guest'
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||||
-> 'ContactDetails'
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||||
->> 'Email' as guest_email,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'ContactDetails'
|
||||
->> 'LastName' as guest_last_name,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'ContactDetails'
|
||||
->> 'FirstName' as guest_first_name,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'ContactDetails'
|
||||
->> 'PhoneCode' as guest_phone_code,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'ContactDetails'
|
||||
->> 'PhoneNumber' as guest_phone_number,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'ContactDetails'
|
||||
->> 'PhoneNumberWithCode' as guest_phone_number_with_code,
|
||||
|
||||
-- Guest Deposit Details
|
||||
({{ adapter.quote("documents") }} -> 'Guest' -> 'Deposit' ->> 'IsRetained')::boolean
|
||||
as is_guest_deposit_retained,
|
||||
(
|
||||
{{ adapter.quote("documents") }} -> 'Guest' -> 'Deposit' ->> 'IsCollected'
|
||||
)::boolean as is_guest_deposit_collected,
|
||||
(
|
||||
{{ adapter.quote("documents") }} -> 'Guest' -> 'Deposit' ->> 'RetainedAmount'
|
||||
)::numeric as deposit_retained_amount_in_txn_currency,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'Deposit'
|
||||
->> 'RetainedCurrency' as deposit_retained_currency,
|
||||
|
||||
-- Guest Involvements
|
||||
(
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'Involvements'
|
||||
->> 'ContributedToCost'
|
||||
)::boolean as has_guest_contributed_to_cost,
|
||||
(
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'Involvements'
|
||||
->> 'PreventativeSteps'
|
||||
)::boolean as has_host_taken_preventative_steps,
|
||||
(
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'Involvements'
|
||||
->> 'ContributionAmount'
|
||||
)::numeric as guest_contribution_amount_in_txn_currency,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'Involvements'
|
||||
->> 'ContributionCurrency' as guest_contribution_currency,
|
||||
(
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'Involvements'
|
||||
->> 'ContactedAboutDamage'
|
||||
)::boolean as is_guest_contacted_about_damage,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Guest'
|
||||
-> 'Involvements'
|
||||
->> 'PreventativeStepsDetails' as guest_preventative_steps_details,
|
||||
|
||||
-- Accommodation Details
|
||||
(nullif({{ adapter.quote("documents") }} -> 'Listing' ->> 'Id', ''))::numeric
|
||||
as id_accommodation,
|
||||
{{ adapter.quote("documents") }} -> 'Listing' ->> 'Name' as accommodation_name,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Listing'
|
||||
->> 'Address' as accommodation_address,
|
||||
({{ adapter.quote("documents") }} -> 'Listing' ->> 'PetsAllowed')::boolean
|
||||
as are_pets_allowed,
|
||||
|
||||
-- Comments
|
||||
{{ adapter.quote("documents") }} ->> 'Comments' as comment_logs,
|
||||
|
||||
-- Insurance Details
|
||||
({{ adapter.quote("documents") }} -> 'Insurance' ->> 'UnderlyingInsurance')::boolean
|
||||
as has_underlying_insurance,
|
||||
({{ adapter.quote("documents") }} -> 'Insurance' ->> 'ClaimSubmitted')::boolean
|
||||
as is_insurance_claim_submitted,
|
||||
|
||||
-- Booking Details
|
||||
({{ adapter.quote("documents") }} -> 'Reservation' ->> 'CheckIn')::timestamp
|
||||
as check_in_at_utc,
|
||||
({{ adapter.quote("documents") }} -> 'Reservation' ->> 'CheckIn')::date
|
||||
as check_in_date_utc,
|
||||
({{ adapter.quote("documents") }} -> 'Reservation' ->> 'CheckOut')::timestamp
|
||||
as check_out_at_utc,
|
||||
({{ adapter.quote("documents") }} -> 'Reservation' ->> 'CheckOut')::date
|
||||
as check_out_date_utc,
|
||||
nullif(
|
||||
({{ adapter.quote("documents") }} -> 'Reservation' ->> 'BookingId'), ''
|
||||
)::numeric as id_booking,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Reservation'
|
||||
->> 'BookingStatus' as booking_status,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Reservation'
|
||||
->> 'ReservationId' as id_reservation,
|
||||
({{ adapter.quote("documents") }} -> 'Reservation' ->> 'NumberOfGuests')::numeric
|
||||
as number_of_guests,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Reservation'
|
||||
->> 'BookingServices' as booking_services,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'Reservation'
|
||||
->> 'BookingPlatformUsed' as booking_platform_used,
|
||||
|
||||
-- Agent History
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'AgentHistory'
|
||||
->> 'AgentHistory' as agent_history,
|
||||
|
||||
-- Damage Report
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'DamageReport'
|
||||
->> 'IncidentDetails' as damage_incident_details,
|
||||
(
|
||||
{{ adapter.quote("documents") }} -> 'DamageReport' ->> 'DeclarationOfLoss'
|
||||
)::boolean as has_confirmed_loss,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'DamageReport'
|
||||
->> 'Items' as damage_report_items,
|
||||
|
||||
-- Calculator
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'SavedCalculation'
|
||||
->> 'ProtectionName' as protection_name,
|
||||
({{ adapter.quote("documents") }} -> 'SavedCalculation' ->> 'WasOverriden')::boolean
|
||||
as was_overriden,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'SavedCalculation'
|
||||
->> 'WaiverOrDepositName' as waiver_or_deposit_name,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'SavedCalculation'
|
||||
->> 'GuestVerificationStatus' as guest_verification_status,
|
||||
(
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'SavedCalculation'
|
||||
->> 'LowerProtectionLimitUsd'
|
||||
)::numeric as lower_protection_limit_usd,
|
||||
(
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'SavedCalculation'
|
||||
->> 'UpperProtectionLimitUsd'
|
||||
)::numeric as upper_protection_limit_usd,
|
||||
(
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'SavedCalculation'
|
||||
->> 'SubmittedHostPayoutAmount'
|
||||
)::numeric as calculated_payout_amount_in_txn_currency,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'SavedCalculation'
|
||||
->> 'SubmittedHostPayoutCurrency' as calculated_payout_currency,
|
||||
(
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'SavedCalculation'
|
||||
->> 'CalculatedHostPayoutAmountInUsd'
|
||||
)::numeric as calculated_payout_amount_in_usd,
|
||||
(
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'SavedCalculation'
|
||||
->> 'SubmittedGuestChargeAmount'
|
||||
)::numeric as calculated_guest_charge_amount_in_txn_currency,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'SavedCalculation'
|
||||
->> 'SubmittedGuestChargeCurrency' as calculated_guest_charge_currency,
|
||||
(
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'SavedCalculation'
|
||||
->> 'CalculatedGuestChargeAmountInUsd'
|
||||
)::numeric as calculated_guest_charge_amount_in_usd,
|
||||
|
||||
-- Third Party Compensation Claim
|
||||
(
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'ThirdPartyCompensationClaim'
|
||||
->> 'ClaimSubmitted'
|
||||
)::boolean as third_party_claim_submitted,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'ThirdPartyCompensationClaim'
|
||||
->> 'From' as third_party_claim_from,
|
||||
(
|
||||
{{ adapter.quote("documents") }} -> 'ThirdPartyCompensationClaim' ->> 'Amount'
|
||||
)::numeric as third_party_claim_amount_in_txn_currency,
|
||||
{{ adapter.quote("documents") }}
|
||||
-> 'ThirdPartyCompensationClaim'
|
||||
->> 'Currency' as third_party_claim_currency,
|
||||
|
||||
to_timestamp(
|
||||
(({{ adapter.quote("documents") }} ->> '_ts'))::integer
|
||||
) as cosmos_db_timestamp_utc
|
||||
|
||||
from deduped_verifications
|
||||
where
|
||||
upper({{ adapter.quote("documents") }} ->> 'DocumentVersion')
|
||||
not in {{ old_or_manual_documents }}
|
||||
Loading…
Add table
Add a link
Reference in a new issue