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[Feature] Include filtered dimensions on metrics within the lineage graph #518
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Thanks for reaching out @mattiasthalen ! Could you share example YAML code for these two steps to reproduce?
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@dbeatty10, absolutely! version: 2
semantic_models:
- name: dimension_health_centers
label: "Health Centers"
description: "A semantic model for health centers"
model: ref('dimension__units')
entities:
- name: health_center_snapshot_hk
expr: unit_snapshot_hk
type: primary
dimensions:
- name: health_center_management
expr: unit__management
label: "Health Center Management"
type: categorical
- name: fact_contacts
label: "Contacts"
description: "A semantic model for contacts"
model: ref('fact__contacts')
defaults:
agg_time_dimension: measurement_year_month
entities:
- name: fact_record_snapshot_hk
type: primary
- name: health_center_snapshot_hk
type: foreign
dimensions:
- name: measurement_year_month
label: "Measurement Year Month"
expr: (measurement_year_month||'-01')::date
type: time
type_params:
time_granularity: month
measures:
- name: health_centers
expr: health_center_snapshot_hk
description: Number of health centers
agg: count_distinct
metrics:
- name: health_centers
label: Health Centers
description: Number of health centers
type: simple
type_params:
measure:
name: health_centers
fill_nulls_with: 0
join_to_timespine: true
- name: health_centers_public
label: Public Health Centers
description: Number of public health centers
type: derived
type_params:
expr: health_centers
metrics:
- name: health_centers
filter: |
coalesce({{ Dimension('health_center_snapshot_hk__health_center_management') }}, 'private') != 'private' |
After connecting with @Jstein77 and @plypaul we've determined that this is a known limitation, but it's something that we'd like to make possible. I'm going to update this to be an accepted feature request accordingly. More detailThe reason for the current limitation is because we resolve the filter at run time rather than parse time, so the dependencies don't get added to the manifest, so they aren't displayed in the lineage. We believe we can do something similar to the dependency resolution for saved queries in order to implement this. |
Is this a new bug in dbt-core?
Current Behavior
When defining a metric by filtering on dimensions from another semantic model, only the primary semantic model is connected in the DAG.
Expected Behavior
All semantic models used in the metric definition are connected as upstream nodes
Steps To Reproduce
Relevant log output
No response
Environment
Which database adapter are you using with dbt?
No response
Additional Context
In this case
Public Health Centers
is filtering on values fromdimension_units
viafact_contacts > link_contacts_units
.The text was updated successfully, but these errors were encountered: