# Description
This PR propagates tax exclusive check in hero payments for the reporting of Check in Hero.
Additionally, it keeps propagating the amounts with tax inclusiveness in case, at some point, we need them. These are with the new naming convention.
In order not to break anything, the previous amounts are duplicated and aliased in reporting.
Lastly, I spent some time adding some clarifications and documenting payments set to currency and the dependant used for check in hero.
# 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: #20046
# Description
Exposure for e-deposit invoice
# Checklist
- [ ] The edited models and dependants run properly with production data.
- [ ] The edited models are sufficiently documented.
- [ ] 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.
Exposure for e-deposit invoice
Related work items: #20124
# Description
Created a mapping for some users that have a different id in Cosmos so we can join them using data that Ray shared with me, with this we can get all currency information for each user
# 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: #20125
# Description
guesty_verifications to reporting
# 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: #20125
# Description
Exposes Billable Bookings metric for KPIs, both in the "global+dimension" view and in the "deal" view.
Metrics have already been created for a while. Exposing them now after the changes carried out in the model `int_core__booking_charge_events`. Based on the current quality of the data, I opted for "Est. Billable Bookings" to account for the fact that this is an estimation. If you don't feel comfortable with it, let's remove the "Est. ".
# 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: #18111
# Description
Adds New Dash exposures to close the ticket
# 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. **N/A**
- [ ] I've picked the right materialization for the affected models. **N/A**
# Other
- [ ] Check if a full-refresh is required after this PR is merged.
Adding New Dash exposures
Related work items: #19570
# Description
Same PR as before, just adds a new commit that fixes my silly issue in prod. I owe some drinks :D
# 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: #19570
# Description
_Describe your motivation and changes here._
# Checklist
- [ ] The edited models and dependants run properly with production data.
- [ ] The edited models are sufficiently documented.
- [ ] 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.
# Description
Automates the new dash query through DWH. It's a first step towards enabling a very simple PBI reporting on new dash performance. Data is aggregated at user level with the main performance indicators that we're currently reporting. I added a few more informative fields from user side.
Changes:
* in intermediate, creation of `int_core__new_dash_user_overview`. It mainly uses the models in previous PRs to avoid crazy computations, since most of the logic has already been implemented. The only thing is that it's "hardcoded" (with variable) the categorisation of what is NOT a paid service.
* in reporting, creation of `core__new_dash_user_overview`. It just exposes the info from intermediate to reporting.
* added schema entries for intermediate/core and reporting/core, it's the same description for both cases.
# 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.
Reverts !2657
Related work items: #19570
# Description
Automates the new dash query through DWH. It's a first step towards enabling a very simple PBI reporting on new dash performance. Data is aggregated at user level with the main performance indicators that we're currently reporting. I added a few more informative fields from user side.
Changes:
* in intermediate, creation of `int_core__new_dash_user_overview`. It mainly uses the models in previous PRs to avoid crazy computations, since most of the logic has already been implemented. The only thing is that it's "hardcoded" (with variable) the categorisation of what is NOT a paid service.
* in reporting, creation of `core__new_dash_user_overview`. It just exposes the info from intermediate to reporting.
* added schema entries for intermediate/core and reporting/core, it's the same description for both cases.
# 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: #19570
# Description
Creates exposure entries for the accounting reports that are already in production (Invoicing and Crediting and Resolutions Host Payments).
# Checklist
- __NA__ ~~[ ] The edited models and dependants run properly with production data.~~
- [X] The edited models are sufficiently documented.
- __NA__ ~~[ ] 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: #17550
# Description
Changes:
* Separate 1) the internal naming of dimensions available within DWH vs. 2) the display of the dimensions in the reporting. Mainly it changes the "by_number_of_listings" to display "By # of Listings Booked in 12 Months". I edited the production macro since to me it's linked to when things are available for display.
* Add preceding zeros on the segmentation so it's ordered correctly. Before, the segment 21-60 was displayed before the 6-20.
* Also added some capital letters to the schema config of the reporting model :)
I attach a screenshot of how it looks in PBI in my local development branch to exemplify why this is "Beautification". Be aware that merging this also puts in production the dimensions.

# 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: #19325
# Description
This PR ensures the propagation of the dimensions for KPIs across the key aggregating and exposing models. Additionally, provides these 2 new fields in reporting while **not affecting the current data display**, thus it's safe to work in the PBI report without needing to work in 2 PRs in parallel.
**Changes:**
**1 - Intermediate, `int_mtd_vs_previous_year_metrics`:**
* Removes the temporary filter on `where dimension in ({{ production_dimensions }})`. This will be applied directly to reporting later. This ensures that the new dimension on customer segmentation is fully available only within intermediate.
* Adds `dimension` and `dimension_value` granularity. This includes: 1) adding these fields, 2) joining by these fields with all the source CTEs containing the source models with metrics - which in turn needs the change of the dates model - and 3) joining by these fields in the self-join to compute the incremental vs. previous year.
* Changes on the schema file
**2 - Intermediate, `int_mtd_aggregated_metrics`:**
* Adds `dimension` and `dimension_value` granularity. This includes only adding these fields.
* Changes on the schema file
**3 - Reporting, `mtd_aggregated_metrics`:**
* Adds the filter removed on `int_mtd_vs_previous_year_metrics`. This ensures that only the Global dimension is available for the reporting, thus **no changes from user POV**.
* Adds `dimension` and `dimension_value` granularity. This includes only adding these fields
* Changes on the schema file
# 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: #19325
# Description
_Describe your motivation and changes here._
# Checklist
- [ ] The edited models and dependants run properly with production data.
- [ ] The edited models are sufficiently documented.
- [ ] 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.
# Description
Modified mtd_aggregated_metrics to reporting
# 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.
Modified mtd_aggregated_metrics to reporting
Reverts !2525
Related work items: #19559
Exposes the following metrics on the "by deal" view of business kpis:
1. Invoiced Booking Fees
1. Invoiced Listing Fees
1. Invoiced Verification Fees
1. Invoiced Guesty Fees
1. Invoiced E-Deposit Fees
1. Deposit Fees
1. Waiver Amount Paid by Guests
1. Waiver Amount Paid back to Hosts
1. Waiver Net Fees
1. Check-In Hero Amount Paid by Guests
This PR does not impact the visualisation in the dashboard, meaning, metrics won't automatically appear for users and needs an additional change in the PBI reporting.
Related work items: #18914
Exposes the following metrics:
1. Invoiced Booking Fees
1. Invoiced Listing Fees
1. Invoiced Verification Fees
1. Invoiced Guesty Fees
1. Invoiced E-Deposit Fees
1. Deposit Fees
1. Waiver Amount Paid by Guests
1. Waiver Amount Paid back to Hosts
1. Check-In Hero Amount Paid by Guests
This PR is only for Global metrics, the one by deal id will follow separately.
Keep in mind that merging this PR will make the data appear in the report.
Related work items: #18914
This PR exposes the following metrics to the Main KPIs business overview report, for both Global + By Deal view:
- Total Revenue
- Total Revenue per Booking Created
- Total Revenue per Guest Journey Created
- Total Revenue per Deals Booked in Month (does not apply on the by deal view)
- Total Revenue per Listings Booked in Month
- Invoiced Operator Revenue
- Host Resolution Payment Count
- Host Resolution Amount Paid
Keep in mind Global view will be displaying these metrics once this is merged. I also changed a bit the order of the metric display.
Note that Billable Bookings are not included.
I recommend to review by 1) checking the first commit. This is almost the same as the previous abandoned PR that @<Joaquin Ossa> you already checked on Tuesday. I added a second commit, to be checked later, which basically fixes some stupid issues that if one of the source of revenue is null, then total revenue is null. This is specially critical for the view by deal, since most of them do not have revenue from APIs - thus all total revenue figures were null...
Related work items: #18108, #18109, #18110, #18719
This PR aims to expose the new metrics to the business KPIs report.
The new metrics exposed are, for the global and the by deal view:
- Guest Revenue
- Guest Revenue per Guest Journey Completed
- Guest Revenue per Guest Journey with Payment
- Guest Payments
- Guest Payments per Guest Journey Completed
- Guest Payments per Guest Journey with Payment
- Guest Journey with Payment
- Guest Journey Payment Rate
Changes:
- Silly change on the naming in the by deal view of `payment_rate_guest_journey` to be consistent with the global view.
- Silly change that I miss some GJ payment metric for the view by deal id.
- Added a new number format called `currency_gbp` - only for monetary metrics, available in the schema files
- Usual procedure to publish metrics: for global metrics, add them in the `int_mtd_aggregated_metrics`. I also changed the order of display.
- **Important**: to avoid displaying revenue figures until Xero invoicing is handled, I created a macro called `is_date_before_previous_month` that is called in the reporting equivalent models: `mtd_aggregated_metrics` in the where section and in the `monthly_aggregated_metrics_history_by_deal` as a case-when.
This should allow to expose all new metrics, and enable the publishing of a new update of the business kpis!
Related work items: #18107
Changing naming to follow convention.
This PR has the following changes:
- the model `int_core__mtd_aggregated_metrics` has been moved to cross and changed the name to `int_mtd_aggregated_metrics`
- the model `int_core__monthly_aggregated_metrics_history_by_deal` has been moved to cross and changed the name to `int_monthly_aggregated_metrics_history_by_deal`
- the reporting models `core__mtd_aggregated_metrics` and `core__monthly_aggregated_metrics_history_by_deal` now source the `int_mtd_aggregated_metrics` and `int_monthly_aggregated_metrics_history_by_deal` to avoid breaking the production dashboard
- the reporting models have been duplicated from core into general with the correct names, i.e., `mtd_aggregated_metrics` and `monthly_aggregated_metrics_history_by_deal`
- Documentation has been moved in intermediate and replicated in reporting, adding comments on the currently in use models that are going to die soon.
This will allow for a transition of the PBI dashboard from one source to another. Exposures file still not touched since technically the report is still sourcing the 'legacy' models. Documentation of the refactor here: https://www.notion.so/knowyourguest-superhog/Refactoring-Business-KPIs-5deb6aadddb34884ae90339402ac16e3
Related work items: #18202