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Bugfix/duplicate columns #115

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merged 7 commits into from
Oct 2, 2023
Merged

Bugfix/duplicate columns #115

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29d4d28
bugfix/duplicate-columns
fivetran-joemarkiewicz Sep 27, 2023
a03b219
lower functions for casing issues
fivetran-joemarkiewicz Sep 27, 2023
1677fd5
Loop twice
greg-finley Sep 27, 2023
2d74ab4
Merge pull request #114 from greg-finley/greg-dupe2
fivetran-joemarkiewicz Sep 27, 2023
078af34
final updates
fivetran-joemarkiewicz Sep 27, 2023
b62f5c5
succinct changelog
fivetran-joemarkiewicz Sep 27, 2023
f31c7c8
remove coalesce from macro
fivetran-joemarkiewicz Oct 2, 2023
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24 changes: 24 additions & 0 deletions CHANGELOG.md
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@@ -1,3 +1,27 @@
# dbt_hubspot_source v0.12.0
## 🚨 Breaking Changes 🚨
- The following models 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_outcome` vs. `meeting_outcome`), the macro favors the `property_hs_`field, aligning with the latest HubSpot API update. ([PR #115](https://github.com/fivetran/dbt_hubspot_source/pull/115))
- `stg_hubspot__engagement_call`
- `stg_hubspot__engagement_company`
- `stg_hubspot__engagement_contact`
- `stg_hubspot__engagement_deal`
- `stg_hubspot__engagement_email`
- `stg_hubspot__engagement_meeting`
- `stg_hubspot__engagement_note`
- `stg_hubspot__engagement_task`
- `stg_hubspot__ticket`
- `stg_hubspot__ticket_company`
- `stg_hubspot__ticket_contact`
- `stg_hubspot__ticket_deal`
- `stg_hubspot__ticket_engagement`
- `stg_hubspot__ticket_property_history`

## Feature Updates
- A new macro `remove_duplicate_and_prefix_from_columns` has been included which expands off the `fivetran_utils.remove_prefix_columns` macro by removing any duplicate columns that result from the prefix removal. ([PR #115](https://github.com/fivetran/dbt_hubspot_source/pull/115) and [PR #114](https://github.com/fivetran/dbt_hubspot_source/pull/114))

## Contributors
- [@greg-finley](https://github.com/greg-finley) ([PR #114](https://github.com/fivetran/dbt_hubspot_source/pull/114))

# dbt_hubspot_source v0.11.0
[PR #112](https://github.com/fivetran/dbt_hubspot_source/pull/112) includes the following updates:
## 🚨 Breaking Changes 🚨
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -44,7 +44,7 @@ Include the following hubspot_source package version in your `packages.yml` file
```yaml
packages:
- package: fivetran/hubspot_source
version: [">=0.11.0", "<0.12.0"]
version: [">=0.12.0", "<0.13.0"]
```
## Step 3: Define database and schema variables
By default, this package runs using your destination and the `hubspot` schema. If this is not where your HubSpot data is (for example, if your HubSpot schema is named `hubspot_fivetran`), add the following configuration to your root `dbt_project.yml` file:
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2 changes: 1 addition & 1 deletion dbt_project.yml
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name: 'hubspot_source'
version: '0.11.0'
version: '0.12.0'
config-version: 2
require-dbt-version: [">=1.3.0", "<2.0.0"]
models:
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2 changes: 1 addition & 1 deletion docs/catalog.json
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24 changes: 12 additions & 12 deletions docs/index.html
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2 changes: 1 addition & 1 deletion docs/manifest.json
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2 changes: 1 addition & 1 deletion docs/run_results.json
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1 change: 1 addition & 0 deletions integration_tests/.gitignore
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target/
dbt_modules/
logs/
env/
2 changes: 1 addition & 1 deletion integration_tests/dbt_project.yml
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name: 'hubspot_source_integration_tests'
version: '0.11.0'
version: '0.12.0'
profile: 'integration_tests'
config-version: 2
models:
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5 changes: 3 additions & 2 deletions integration_tests/seeds/engagement_task_data.csv
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engagement_id,_fivetran_deleted,_fivetran_synced,property_hs_createdate,property_hs_object_id,property_hs_task_type,property_hs_timestamp,property_hubspot_owner_id,property_hubspot_team_id,type
32034933897,false,2023-06-08 23:22:51.021000,2023-03-03 10:40:09.556000,32034933897,TODO,2023-03-08 02:30:00.000000,32779820,9747038,TASK
engagement_id,_fivetran_deleted,_fivetran_synced,property_hs_createdate,property_hs_object_id,property_hs_task_type,property_hs_timestamp,property_hubspot_owner_id,property_hubspot_team_id,type,task_type,property_hs_engagement_source
32034933897,false,2023-06-08 23:22:51.021000,2023-03-03 10:40:09.556000,32034933897,TODO,2023-03-08 02:30:00.000000,32779820,9747038,TASK,,Hello
32034933899,false,2023-06-08 23:22:51.021000,2023-03-03 10:40:09.556000,32034933897,,2023-03-08 02:30:00.000000,32779820,,,TODO,
24 changes: 24 additions & 0 deletions macros/remove_duplicate_and_prefix_from_columns.sql
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{% macro remove_duplicate_and_prefix_from_columns(columns, prefix='', exclude=[]) %}

{# Loop once to find duplicates #}
{%- set duplicate_exclude = [] -%}
{% for col in columns if col.name not in exclude %}
{%- for dupe in columns if col.name[prefix|length:]|lower == dupe.name|lower -%}
Comment on lines +5 to +6
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This nested loop thing is O(n^2) right? I'm still learning Jinja, but seems it also supports dictionaries https://documentation.bloomreach.com/engagement/docs/datastructures#dictionaries

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@greg-finley correct it does result in n^2 and jinja does support dictionaries. How are you proposing we leverage a dictionary to replace the nested loops?

It may be worthwhile to move forward with this solution in the immediate so users can resolve the error and consider optimizing the macro down the road.

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Yep, 100%, let's ship it.

If we had the list of columns in a dictionary or set, we could O(1) look up whether the duplicate name exists vs looking through the column list again.

{%- do duplicate_exclude.append(col.name) -%}
{%- do duplicate_exclude.append(dupe.name) -%}
, coalesce({{ col.name }}, {{dupe.name}}) as {{ col.name[prefix|length:] }}
{%- endfor %}
{% endfor %}

{# Loop again to find non-duplicates #}
{% for col in columns if col.name not in exclude %}
{%- if col.name|lower not in duplicate_exclude|lower -%}
{% if col.name[:prefix|length]|lower == prefix %}
, {{ col.name }} as {{ col.name[prefix|length:] }}
{%- else %}
, {{ col.name }}
{%- endif -%}
{%- endif -%}
{% endfor %}

{% endmacro %}
4 changes: 2 additions & 2 deletions models/stg_hubspot__engagement_call.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__engagement_call_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_engagement_call_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_engagement_call_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base

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4 changes: 2 additions & 2 deletions models/stg_hubspot__engagement_company.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__engagement_company_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_engagement_company_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_engagement_company_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base
)
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4 changes: 2 additions & 2 deletions models/stg_hubspot__engagement_contact.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__engagement_contact_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_engagement_contact_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_engagement_contact_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base

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4 changes: 2 additions & 2 deletions models/stg_hubspot__engagement_deal.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__engagement_deal_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_engagement_deal_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_engagement_deal_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base

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4 changes: 2 additions & 2 deletions models/stg_hubspot__engagement_email.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__engagement_email_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_engagement_email_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_engagement_email_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base

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4 changes: 2 additions & 2 deletions models/stg_hubspot__engagement_meeting.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__engagement_meeting_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_engagement_meeting_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_engagement_meeting_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base

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4 changes: 2 additions & 2 deletions models/stg_hubspot__engagement_note.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__engagement_note_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_engagement_note_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_engagement_note_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base

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4 changes: 2 additions & 2 deletions models/stg_hubspot__engagement_task.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__engagement_task_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_engagement_task_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_engagement_task_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base
)
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2 changes: 1 addition & 1 deletion models/stg_hubspot__ticket.sql
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Expand Up @@ -30,7 +30,7 @@ with base as (
{% if all_passthrough_column_check('stg_hubspot__ticket_tmp',get_ticket_columns()) > 0 %}
-- just pass everything through if extra columns are present, but ensure required columns are present.
,{{
fivetran_utils.remove_prefix_from_columns(
remove_duplicate_and_prefix_from_columns(
columns=adapter.get_columns_in_relation(ref('stg_hubspot__ticket_tmp')),
prefix='property_', exclude=get_macro_columns(get_ticket_columns()))
}}
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4 changes: 2 additions & 2 deletions models/stg_hubspot__ticket_company.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__ticket_company_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_ticket_company_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_ticket_company_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base

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4 changes: 2 additions & 2 deletions models/stg_hubspot__ticket_contact.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__ticket_contact_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_ticket_contact_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_ticket_contact_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base

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4 changes: 2 additions & 2 deletions models/stg_hubspot__ticket_deal.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__ticket_deal_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_ticket_deal_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_ticket_deal_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base

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4 changes: 2 additions & 2 deletions models/stg_hubspot__ticket_engagement.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__ticket_engagement_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_ticket_engagement_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_ticket_engagement_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base

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4 changes: 2 additions & 2 deletions models/stg_hubspot__ticket_property_history.sql
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Expand Up @@ -9,15 +9,15 @@ with base as (

select
{% set default_cols = adapter.get_columns_in_relation(ref('stg_hubspot__ticket_property_history_tmp')) %}
{% set new_cols = fivetran_utils.remove_prefix_from_columns(columns=default_cols,
{% set new_cols = remove_duplicate_and_prefix_from_columns(columns=default_cols,
prefix='property_hs_',exclude=get_macro_columns(get_ticket_property_history_columns())) %}
{{
fivetran_utils.fill_staging_columns(source_columns=default_cols,
staging_columns=get_ticket_property_history_columns()
)
}}
{% if new_cols | length > 0 %}
,{{ new_cols }}
{{ new_cols }}
{% endif %}
from base

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