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Refactor int_topline__student_metrics to use CTEs #3328

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Refactor int_topline__student_metrics to use CTEs #3328

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c6cd0a6
refactor(topline): add source CTEs to int_topline__student_metrics to…
claude Feb 26, 2026
5d6ae12
Merge branch 'main' of https://github.com/TEAMSchools/teamster into c…
Feb 26, 2026
2209a4d
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Feb 26, 2026
7233293
Merge branch 'main' into claude/optimize-topline-cascade-m5ra7
cbini Mar 4, 2026
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44 changes: 30 additions & 14 deletions src/dbt/kipptaf/models/topline/intermediate/int_topline__student_metrics.sql
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Original file line number Diff line number Diff line change
@@ -1,4 +1,20 @@
with
iready_diagnostic as (
select * from {{ ref("int_topline__iready_diagnostic_weekly") }}
),

dibels_pm as (select * from {{ ref("int_topline__dibels_pm_weekly") }}),

college_matriculation as (
select * from {{ ref("int_topline__college_matriculation_weekly") }}
),

state_assessments as (
select * from {{ ref("int_topline__state_assessments_weekly") }}
),

enrollments as (select * from {{ ref("int_extracts__student_enrollments_weeks") }}),

multilayer_metrics as (
/* K-8 Reading & Math */
select
Expand All @@ -24,7 +40,7 @@ with
is_proficient as metric_value,

'i-Ready Diagnostic' as indicator,
from {{ ref("int_topline__iready_diagnostic_weekly") }}
from iready_diagnostic

union all

Expand Down Expand Up @@ -52,7 +68,7 @@ with
is_bfb_stretch_growth_int as metric_value,

'i-Ready B/FB Meeting Stretch Growth' as indicator,
from {{ ref("int_topline__iready_diagnostic_weekly") }}
from iready_diagnostic
),

metric_union as (
Expand Down Expand Up @@ -109,7 +125,7 @@ with
null as denominator,

met_pm_round_overall_criteria as metric_value,
from {{ ref("int_topline__dibels_pm_weekly") }}
from dibels_pm

union all

Expand All @@ -127,7 +143,7 @@ with
null as denominator,

completed_test_round_int as metric_value,
from {{ ref("int_topline__dibels_pm_weekly") }}
from dibels_pm

union all

Expand Down Expand Up @@ -217,7 +233,7 @@ with
null as denominator,

is_proficient_int as metric_value,
from {{ ref("int_topline__state_assessments_weekly") }}
from state_assessments
where region != 'Miami'

union all
Expand All @@ -236,7 +252,7 @@ with
null as denominator,

is_proficient_int as metric_value,
from {{ ref("int_topline__state_assessments_weekly") }}
from state_assessments
where region = 'Miami' and test_round = 'PM3'

union all
Expand All @@ -255,7 +271,7 @@ with
null as denominator,

is_proficient_int as metric_value,
from {{ ref("int_topline__state_assessments_weekly") }}
from state_assessments
where region = 'Miami'

union all
Expand All @@ -275,7 +291,7 @@ with
null as denominator,

if(is_enrolled_week, 1, 0) as metric_value,
from {{ ref("int_extracts__student_enrollments_weeks") }}
from enrollments

union all

Expand All @@ -293,7 +309,7 @@ with
null as denominator,

if(is_enrolled_week, 1, 0) as metric_value,
from {{ ref("int_extracts__student_enrollments_weeks") }}
from enrollments
where not is_self_contained and not is_out_of_district

union all
Expand Down Expand Up @@ -508,7 +524,7 @@ with
null as denominator,

if(is_submitted_ba, 1, 0) as metric_value,
from {{ ref("int_topline__college_matriculation_weekly") }}
from college_matriculation

union all

Expand All @@ -526,7 +542,7 @@ with
null as denominator,

if(is_accepted_ba, 1, 0) as metric_value,
from {{ ref("int_topline__college_matriculation_weekly") }}
from college_matriculation

union all

Expand All @@ -544,7 +560,7 @@ with
null as denominator,

if(is_matriculated_ba, 1, 0) as metric_value,
from {{ ref("int_topline__college_matriculation_weekly") }}
from college_matriculation

union all

Expand All @@ -562,7 +578,7 @@ with
null as denominator,

is_submitted_quality_bar_4yr_int as metric_value,
from {{ ref("int_topline__college_matriculation_weekly") }}
from college_matriculation
)

select
Expand All @@ -582,7 +598,7 @@ select
mu.numerator,
mu.denominator,
mu.metric_value,
from {{ ref("int_extracts__student_enrollments_weeks") }} as co
from enrollments as co
left join
metric_union as mu
on co.student_number = mu.student_number
Expand Down