PR #146 includes the following updates:
New fields are being brought in and a field is changed, so we recommend a
--full-refreshafter upgrading.
- Now brings in unsubscribed metrics into the following end models to ensure they compile in the new standardized marketing models (if they are not available, they are cast as nulls):
hubspot__contacts:total_unsubscribeshubspot__email_campaigns:total_unsubscribeshubspot__email_sends:unsubscribes,was_unsubscribed
- Corrected misspelling of
was_unsubscribedinhubspot__email_sends. - Removed
unsubscribesfromdefault_metricsin theadjust_email_metricsmacro, as unsubscribes is not a default email event.
- Addition of the following standardized marketing models.
| model | description |
|---|---|
| hubspot__marketing_campaigns_standardized | This model constructs a comprehensive, denormalized analytical table that enables reporting on campaign metrics from your marketing platform. It’s designed to align with the schema of the *_marketing_campaigns_standardized model found in Hubspot, Marketo, Iterable, Klaviyo, Mailchimp, Qualtrics, Salesforce Marketing Cloud, and Twilio. To see the kinds of insights this model can generate, explore example visualizations in the Fivetran Marketing Model Streamlit App. Visit the app for more details. |
| hubspot__marketing_contacts_standardized | This model constructs a comprehensive, denormalized analytical table that enables reporting on contacts from your marketing platform. It’s designed to align with the schema of the *_marketing_contacts_standardized model found in Hubspot, Marketo, Iterable, Klaviyo, Mailchimp, Qualtrics, Salesforce Marketing Cloud, and Twilio. To see the kinds of insights this model can generate, explore example visualizations in the Fivetran Marketing Model Streamlit App. Visit the app for more details. |
| hubspot__marketing_events_standardized | This model constructs a comprehensive, denormalized analytical table that enables reporting on events from your marketing platform. It’s designed to align with the schema of the *_marketing_events_standardized model found in Hubspot, Marketo, Iterable, Klaviyo, Mailchimp, Qualtrics, Salesforce Marketing Cloud, and Twilio. To see the kinds of insights this model can generate, explore example visualizations in the Fivetran Marketing Model Streamlit App. Visit the app for more details. |
- These models construct comprehensive, denormalized analytical tables that enables reporting on campaigns, contacts, and events from your marketing platform. It’s designed to align with the schema of the
*__line_item_enhancedmodel found in Hubspot, Marketo, Iterable, Klaviyo, Mailchimp, Qualtrics, Salesforce Marketing Cloud, and Twilio, offering standardized reporting across various marketing platforms. To see the kinds of insights this model can generate, explore example visualizations in the Fivetran Marketing Model Streamlit App. Visit the app for more details.- This model is currently disabled by default. You may enable it by setting the
hubspot__standardized_marketing_model_enabledastruein yourdbt_project.yml.
- This model is currently disabled by default. You may enable it by setting the
- Added consistency tests within
integration_testsfor thehubspot__contacts,hubspot__email_campaignsandhubspot__email_sendsmodels.
PR #144 includes the following updates:
⚠️ Since the following changes result in the table format changing, we recommend running a--full-refreshafter upgrading to this version to avoid possible incremental failures.
-
For Databricks All-Purpose clusters, incremental models will now be materialized using the delta table format (previously parquet).
- Delta tables are generally more performant than parquet and are also more widely available for Databricks users. This will also prevent compilation issues on customers' managed tables.
-
For Databricks SQL Warehouses, incremental materialization will not be used due to the incompatibility of the
insert_overwritestrategy.
- The
is_incremental_compatiblemacro has been added and will returntrueif the target warehouse supports our chosen incremental strategy.- This update was applied as there have been other Databricks runtimes discovered (ie. an endpoint and external runtime) which do not support the
insert_overwriteincremental strategy used.
- This update was applied as there have been other Databricks runtimes discovered (ie. an endpoint and external runtime) which do not support the
- Added integration testing for Databricks SQL Warehouse.
- Added consistency tests for
hubspot__daily_ticket_history.
PR #142 includes the following updates:
- Fixed the
fivetran_utils.enabled_varsconditional by adding thehubspot_contact_list_member_enabledvariable in thehubspot__contact_listsmodel. This solves for compilation errors when thecontact_listsource table is not synced in the destination. Ifhubspot_contact_list_member_enabledistrue,int_hubspot__email_metrics__by_contact_listis brought in as a dependency, and ignored otherwise.
- Updated the
integration_tests/dbt_project.ymlvariables to be global to ensure more effective testing of our seed data. - Updated
property_closed_dateandproperty_createdatedatatypes inticket_datato cast as timestamp to fix datetime data type issues in BigQuery tests. - Updated the maintainer PR template to resemble the most up to date format.
- Removed the check docs GitHub Action as it is no longer necessary.
PR #140 includes the following updates:
- Included explicit datatype casts to
{{ dbt.type_string() }}within the join ofcontact_merge_audit.vid_to_mergetocontacts.contact_idin theint_hubspot__contact_merge_adjustmodel.- This update was required to address a bug where the IDs in the join would overflow to bigint or be interpreted as strings. This change ensures the join fields have matching datatypes.
PR #137 includes the following updates:
- The following are now dependent on the
hubspot_email_event_sent_enabledvariable being defined astrue: -hubspot__contact_listsemail metric fields -hubspot__contactemail metric fields -hubspot__email_campaignsmodel -int_hubspot__email_metrics__by_contact_listmodel
Note: This is a breaking change for users who have the
hubspot_email_event_sent_enabledvariable set tofalseas this update will change the above behaviors of the package. For all other users, these changes will not be breaking.
PR #135 includes the following updates:
- Added unique tests on
event_idfor event-based models,contact_idforhubspot__contacts,contact_list_idforhubspot__contact_lists,deal_idforhubspot__deals,deal_stage_idforhubspot__deal_stages, andcompany_idforhubspot__companies, on the condition the titular fields have not been deleted. We would advise running through these to ensure they work successfully.
- Updates the
hubspot__deal_stagesandhubspot__dealsmodels to remove stale deals that have been merged since into other deals. In addition we've introduced a new fieldmerged_deal_idsthat lists all historic merged deals for each deal.- Please note you must have the underlying
merged_dealstable to take advantage of the above mentioned merged deal update. This may be enabled by settinghubspot_merged_deal_enabledto True (by default this will be False). Also,hubspot_sales_enabledandhubspot_deal_enabledmust not be set to False (by default these are True). See Step 4 of the README for more details.
- Please note you must have the underlying
- The following adjustments have been made concerning the
hubspot_contact_enabledvariable:- The
email_events_joined()macro now includes conditional logic to include contact information only if thehubspot_contact_enabledvariable is defined astrue. - The
int_hubspot__email_metrics__by_contact_listmodel is now dependent on thehubspot_contact_enabledvariable being defined astrue. - The
hubspot__contact_listsmodel now takes into consideration thehubspot_contact_enabledvariable being defined astruebefore joining in email metric information to the contact lists data.
- The
- Modified the config enabled logic within the
hubspot__email_sendsmodel to be dependent on thehubspot_email_event_sent_enabledvariable beingtruein addition to thehubspot_marketing_enabledandhubspot_email_event_enabledvariables.
- Added quickstart.yml for Quickstart customers.
- Added
not_nulltests that were previously missing todeal_idforhubspot__dealsanddeal_stage_idforhubspot__deal_stages.
PR #129 includes the following updates:
- Updated model
int_hubspot__deals_enhancedso that fields from theownersource are not included whenhubspot_owner_enabledis set to false.
- Included auto-releaser GitHub Actions workflow to automate future releases.
PR #127 includes the following updates:
- Updated variables used to determine if engagements are enabled in
hubspot__contactsto also check variablehubspot_engagement_contact_enabled.
-
The following changes stem from changes made in the source package. See the source package v0.14.0 CHANGELOG entry for more details.
-
Added the following staging models, along with documentation and tests:
stg_hubspot__propertystg_hubspot__property_option- These tables can be disabled by setting
hubspot_property_enabled: Falsein your dbt_project.yml vars. See Step 4 of the README for more details.
-
When including a passthrough
property_hs_*column, you now have the option to include the corresponding, human-readable labels.- The above-mentioned
propertytables are required for this feature. If you do not have them and have to disable them, unfortunately you will not be able to use this feature. - See the Adding property label section of the README for more details on how to enable this feature!
- We recommend being selective with the label columns you add. As you add more label columns, your run time will increase due to the underlying logic requirements.
- This update applies to models:
hubspot__companieshubspot__contactshubspot__dealshubspot__tickets
- The above-mentioned
- Within the source package the
created_atandclosed_atfields in the below mentioned staging models have been renamed tocreated_dateandclosed_daterespectively to be consistent with the source data. Additionally, this will ensure there are no duplicate column errors when passing through allproperty_*columns, which could potentially conflict withproperty_created_atorproperty_closed_at. (PR #119)stg_hubspot__company- Impacts
hubspot__companies
- Impacts
stg_hubspot__contact- Impacts
hubspot__contacts
- Impacts
stg_hubspot__deal- Impacts
hubspot__deals
- Impacts
stg_hubspot__ticket- Impacts
hubspot__tickets
- Impacts
Introducing Service end models! These are disabled by default but can be enabled by setting hubspot_service_enabled to true (PR #123):
hubspot__tickets- Docshubspot__daily_ticket_history- Docs- See additional configurations for the history model in README
- Addition of the following variables to allow the disabling of the
*_property_historymodels if they are not being leveraged. All variables aretrueby default. (PR #122)hubspot_company_property_history_enabledhubspot_contact_property_history_enabledhubspot_deal_property_history_enabled
- Updates to the seed files and seed file configurations for the package integration tests to ensure updates are properly tested. (PR #122)
- This release will be a breaking change due to the removal of below dependencies.
- Removes the dependencies on dbt-expectations and dbt-date. (PR #118)
- Specifically we removed the
dbt_expectations.expect_column_values_to_be_uniquetest that was used to validate uniqueness under given conditions for the primary keys among the end models. We will be working to replace this with a similar test. (PR #118)
- This release includes breaking changes as a result of upstream changes within the
v0.12.0release of the dbt_hubspot_source package. Please see below for the relevant breaking change release notes from the source package. (PR #120) - The following models in the dbt_hubspot_source package now use a custom macro to remove the property_hs_ prefix in staging columns, while also preventing duplicates. If de-prefixed columns match existing ones (e.g.,
property_hs_meeting_outcomevs.meeting_outcome), the macro favors theproperty_hs_field, aligning with the latest HubSpot API update. (PR #115)stg_hubspot__engagement_callstg_hubspot__engagement_companystg_hubspot__engagement_contactstg_hubspot__engagement_dealstg_hubspot__engagement_emailstg_hubspot__engagement_meetingstg_hubspot__engagement_notestg_hubspot__engagement_taskstg_hubspot__ticketstg_hubspot__ticket_companystg_hubspot__ticket_contactstg_hubspot__ticket_dealstg_hubspot__ticket_engagementstg_hubspot__ticket_property_history
PR #114 includes the following updates:
This change is made breaking in part to updates applied to the upstream dbt_hubspot_source package following upgrades to ensure compatibility with the HubSpot v3 API updates. Please see below for the relevant upstream changes:
- Following the May 2023 connector update the HubSpot connector now syncs the below parent and child tables from the new v3 API. As a result the dependent fields and field names from the downstream staging models have changed depending on the fields available in your HubSpot data. Now the respective staging models will sync the required fields for the dbt_hubspot downstream transformations and all of your
property_hs_*fields. Please be aware that theproperty_hs_*will be truncated from the field name in the staging and downstream models. The impacted sources (and relevant staging models) are below:
- `ENGAGEMENT`
- `ENGAGEMENT_CALL`
- `ENGAGEMENT_COMPANY`
- `ENGAGEMENT_CONTACT`
- `ENGAGEMENT_DEAL`
- `ENGAGEMENT_EMAIL`
- `ENGAGEMENT_MEETING`
- `ENGAGEMENT_NOTE`
- `ENGAGEMENT_TASK`
- `TICKET`
- `TICKET_COMPANY`
- `TICKET_CONTACT`
- `TICKET_DEAL`
- `TICKET_ENGAGEMENT`
- `TICKET_PROPERTY_HISTORY`-
Please note that while these changes are breaking, the package has been updated to ensure backwards compatibility with the pre HubSpot v3 API updates. As a result, you may see some
nullfields which are artifacts of the pre v3 API HubSpot version. Be sure to inspect the relevant field descriptions for an understanding of which fields remain for backwards compatibility purposes. These fields will be removed once all HubSpot connectors are upgraded to the v3 API. -
The
engagements_joinedmacro has been adjusted to account for the HubSpot v3 API changes. In particular, the fields that used to only be available in theengagementssource are now available in the individualengagement_[type]sources. As such, coalesce statements were added to ensure the correct populated fields are used following the join. Further, to avoid ambiguous columns adbt-utils.starwas added to remove the explicitly declared columns within the coalesce statements.- The coalesce is only included for backwards compatibility. This will be removed in a future release when all HubSpot connectors are on the latest API version.
- The
base_modelargument used for theengagements_joinedmacro has been updated to be an explicitrefas opposed to the previously usedvarwithin the below models:hubspot__engagement_callshubspot__engagement_emailshubspot__engagement_meetingshubspot__engagement_noteshubspot__engagement_tasks- This update was applied as the
varresult was producing inconsistent results during compile and runtime when leveraging thedbt-utils.starmacro. However, the explicitrefalways provided consistent results.
- This update was applied as the
- As new fields were added in the v3 API updates, and old fields were removed, the documentation was updated to reflect the v3 API consistent fields. Please take note if you are still using the pre v3 API, you will find the following end models no longer have complete field documentation coverage:
hubspot__engagement_callshubspot__engagement_emailshubspot__engagement_meetingshubspot__engagement_noteshubspot__engagement_tasks
Explicitly casts join fields (engagement_id and deal_id) in hubspot__deals as the appropriate data types to avoid potential errors in joining. PR #113
These changes are made breaking due to changes in the source.
- Columns
updated_atandcreated_atwere added to the following sources and their corresponding staging models in the source package:DEAL_PIPELINEDEAL_PIPELINE_STAGETICKET_PIPELINETICKET_PIPELINE_STAGE
- As a result, the following columns have been added (#111):
- Model
hubspot__deals:deal_pipeline_created_atdeal_pipeline_updated_at
- Model
hubspot__deal_stages:deal_pipeline_stage_created_atdeal_pipeline_stage_updated_at
- Model
- Documentation has also been updated with these new columns. (#111)
- Updated README to include the variables
hubspot_ticket_deal_enabledandhubspot_owner_enabled. (#111)
- Modified the
unnestlogic in themerge_contactsmacro for Redshift users to reduce runtime of theint_hubspot__contact_merge_adjustmodel. (#110) - Updated seed data for testing newly added columns. (#111)
- @kcraig-ats (#110)
See upstream hubspot_source release notes here.
- A new variable was added
hubspot_using_all_email_eventsto allow package users to remove filtered email events from thestg_hubspot__email_eventstaging model as well as the relevant downstream reporting models. This is crucial for HubSpot users who greatly take advantage of marking events as filtered in order to provide accurate reporting. (#104)- The
hubspot_using_all_email_eventsvariable istrueby default. Set the variable tofalseto filter out specified email events in your staging and downstream models. (#104)
- The
- Introduced new macro
adjust_email_metricsto prevent failures that may occur when certain tables are disabled or enabled. This macro removes any metrics that are unavailable from the defaultemail_metricslist, ensuring that the models runs smoothly. It's worth noting that you can still manually set the email_metrics list as described in the README's (Optional) Step 5: Additional configurations. (#105)
- The
email_event_data.csvseed file was updated to include events that are listed astruefor filtered_events. This is to effectively test the above mentioned feature update. (#104) - Included
hubspot_using_all_email_events: falseas a variable declared in the finalrun_models.shstep to ensure our integration tests gain coverage over this new feature and variable. (#104)- See the source package CHANGELOG for updates made to the staging layer in
dbt_hubspot_source v0.9.1.
- See the source package CHANGELOG for updates made to the staging layer in
- Updated the following models to utilize the
adjust_email_metricsmacro (#105):- hubspot__contacts
- hubspot__contact_lists
- hubspot__email_campaigns
- int_hubspot__email_metrics__by_contact_list
- Incorporated the new
fivetran_utils.drop_schemas_automationmacro into the end of each Buildkite integration test job. (#103) - Updated the pull request templates. (#103)
In November 2022, the Fivetran Hubspot connector switched to v3 of the Hubspot CRM API, which deprecated the CONTACT_MERGE_AUDIT table and stored merged contacts in a field in the CONTACT table. This has not been rolled out to BigQuery warehouses yet. BigQuery connectors with the CONTACT_MERGE_AUDIT table enabled will continue to sync this table until the new CONTACT.property_hs_calculated_merged_vids field and API version becomes available to them.
This release introduces breaking changes around how contacts are merged in order to align with the above connector changes. It is, however, backwards-compatible.
PR #100 applies the following changes:
- Updates logic around the recently deprecated
CONTACT_MERGE_AUDITtable.- The package now leverages the new
property_hs_calculated_merged_vidsfield to filter out merged contacts. This is the default behavior for all destinations, including BigQuery (the package will run successfully but not actually merge any contacts). This is achieved by the package's newmerge_contacts()macro. - Backwards-compatibility: the package will only reference the old
CONTACT_MERGE_AUDITtable to merge contacts ifhubspot_contact_merge_audit_enabledis explicitly set totruein your rootdbt_project.ymlfile. - The
int_hubspot__contact_merge_adjustmodel (where the package performs contact merging) is now materialized as a table by default. This used to be ephemeral, but the reworked merge logic requires this model to be either a table or view.
- The package now leverages the new
PR #100 applies the following changes:
- Updates seed data to test new merging paradigm.
See the source package CHANGELOG for updates made to the staging layer in dbt_hubspot_source v0.9.0.
- Following the release of
v0.8.0, the end model uniqueness tests were not updated to account for the added flexibility of the inclusion of deleted records. As such the respective end model tests have been adjusted to test uniqueness only on non-deleted records. (#94)
- Addition of the dbt-expectations package to be used for more robust testing of uniqueness for end models. (#94)
PR #92 incorporates the following changes:
-
The below models/macros have new soft deleted record flags explicitly added to them:
is_contact_deletedadded inmacros/email_events_joinedwhich can affect the following downstream models found inmodels/marketing/email_events/:hubspot__email_event_bouncehubspot__email_event_clickshubspot__email_event_deferredhubspot__email_event_deliveredhubspot__email_event_droppedhubspot__email_event_forwardhubspot__email_event_openhubspot__email_event_printhubspot__email_event_senthubspot__email_event_spam_reporthubspot__email_event_status_change
is_deal_pipeline_deletedandis_deal_pipeline_stage_deletedadded inmodels/sales/intermediate/int_hubspot__deals_enhancedwhich can affect the following downstream models found inmodels/sales/:hubspot__deal_stageshubspot__deals
is_deal_pipeline_deleted,is_deal_pipeline_stage_deletedandis_deal_deletedadded inmodels/sales/hubspot__deal_stages
-
Soft deleted records are also now implicitly inherited (e.g. via a
select *) from thedbt_hubspot_sourcepackage's staging models and can affect the below final models (for more information, see dbt_hubspot_source PR #96):- Soft deleted company records (
companies.is_company_deleted) included in the below models:sales/hubspot__companies
- Soft deleted deal records (
deals.is_deal_deleted) included in the below models:sales/hubspot__deal_stagessales/hubspot__deals
- Soft deleted contact list records (
contact_lists.is_contact_list_deleted) included in the below models:marketing/hubspot__contact_lists
- Soft deleted contact records (
contacts.is_contact_deleted) included in the below models:marketing/hubspot__contacts
- Soft deleted email sends records (
sends.is_contact_deleted) included in the below models:marketing/hubspot__email_sends
- Soft deleted company records (
-
For completeness, soft deleted records are also now included for
ticket*tables, however does not currently affect this package directly and includes the following staging models:stg_hubspot__ticket(is_ticket_deleted)stg_hubspot__ticket_pipeline_stage(is_ticket_pipeline_stage_deleted)stg_hubspot__ticket_pipeline(is_ticket_pipeline_deleted)
PR #86 includes the following breaking changes:
- Dispatch update for dbt-utils to dbt-core cross-db macros migration. Specifically
{{ dbt_utils.<macro> }}have been updated to{{ dbt.<macro> }}for the below macros:any_valuebool_orcast_bool_to_textconcatdate_truncdateadddatediffescape_single_quotesexcepthashintersectlast_daylengthlistaggpositionreplacerightsafe_castsplit_partstring_literaltype_biginttype_floattype_inttype_numerictype_stringtype_timestamparray_appendarray_concatarray_construct
- For
current_timestampandcurrent_timestamp_in_utcmacros, the dispatch AND the macro names have been updated to the below, respectively:dbt.current_timestamp_backcompatdbt.current_timestamp_in_utc_backcompat
dbt_utils.surrogate_keyhas also been updated todbt_utils.generate_surrogate_key. Since the method for creating surrogate keys differ, we suggest all users do afull-refreshfor the most accurate data. For more information, please refer to dbt-utils release notes for this update.- Dependencies on
fivetran/fivetran_utilshave been upgraded, previously[">=0.3.0", "<0.4.0"]now[">=0.4.0", "<0.5.0"].
- 🧱 Databricks compatibility! (PR #89)
PR #84 incorporates the following updates:
- Added column descriptions that were missing in our documentation.
- Updated the docs as there were issues with the previous deployment. (#82)
- Introduced a GitHub workflow to ensure docs are re-built prior to merges to
main. (#82)
- The README had holdover merge artifacts included within it. Those artifacts have since been removed in this release. #80
- Updated README documentation updates for easier navigation and setup of the dbt package (#67).
- Included
hubspot_[source_table_name]_identifiervariable for additional flexibility within the package when source tables are named differently (#67). - Adds
hubspot_ticket_deal_enabledvariable (default value=False) to disable modelling and testing of theticket_dealsource table. If there are no associations between tickets and deals in your Hubspot environment, this table will not exist (#79).
- The
hubspot__deal_stagesmodel has undergone two major changes (#78):- The stage and pipeline label columns now reflect where the deal was at a certain point of time (from
date_stage_enteredtodate_stage_exited). Previously, this information reflected the deal's current stage and pipeline in every record associated with the deal. - This model previously passed through all fields from the parent deals model. We removed these fields, as they are all present in
hubspot__dealsfinal model and do not change across deal stages. If you would like to joinDEALfields into thehubspot__deal_stagesmodel, joinhubspot__deal_stageswithhubspot__dealsondeal_id.
- The stage and pipeline label columns now reflect where the deal was at a certain point of time (from
- Consistently renames
property_dealname,property_closedate, andproperty_createdatetodeal_name,closed_at, andcreated_at, respectively, in thedealsmodel. Previously, ifhubspot__pass_through_all_columns = true, only the prefixproperty_was removed from the names of these fields, while they were completely renamed todeal_name,closed_at, andcreated_atifhubspot__pass_through_all_columns = false(#79).
- Typo fix and spelling correction within the README. (#70)
- Spelling correction of the variable names within the README. (#74)
- Added integration testing to support the new
stg_hubspot__deal_contactmodel to thedbt_hubspot_sourcepackage. - Updated the below models such that the respective
lead()functions also account forfield_namein partitionshubspot__contact_historyhubspot__company_historyhubspot__deal_history
- Added test cases for the above models that can be found, respectively, in:
models/marketing/history/history.ymlmodels/sales/history/history.yml
- Updated the
engagements_joinedmacro to conditionally include relevant fields if their respective variables are enabled. Previously if a variable was disabled then thehubspot__engagement_callsmodel, which depends on theengagements_joinedmacro, would error out on the missing fields that were from the disabled variables. (#65)
- Modified the join conditions within the
deal_fields_joinedcte of int_hubspot__deals_enhanced model to leverage the more appropriateleft joinrather than theusingcondition. This is to allow for correct and accurate joins across warehouses. (#60)
🎉 dbt v1.0.0 Compatibility 🎉
- Adjusts the
require-dbt-versionto now be within the range [">=1.0.0", "<2.0.0"]. Additionally, the package has been updated for dbt v1.0.0 compatibility. If you are using a dbt version <1.0.0, you will need to upgrade in order to leverage the latest version of the package.- For help upgrading your package, I recommend reviewing this GitHub repo's Release Notes on what changes have been implemented since your last upgrade.
- For help upgrading your dbt project to dbt v1.0.0, I recommend reviewing dbt-labs upgrading to 1.0.0 docs for more details on what changes must be made.
- Upgrades the package dependency to refer to the latest
dbt_hubspot_source. Additionally, the latestdbt_hubspot_sourcepackage has a dependency on the latestdbt_fivetran_utils. Further, the latestdbt_fivetran_utilspackage also has a dependency ondbt_utils[">=0.8.0", "<0.9.0"].- Please note, if you are installing a version of
dbt_utilsin yourpackages.ymlthat is not in the range above then you will encounter a package dependency error.
- Please note, if you are installing a version of
Refer to the relevant release notes on the Github repository for specific details for the previous releases. Thank you!