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fix(pipeline): load 2023/24 KS4/KS2 data and DfE LA averages (C2, H2, part 1 of 2) #185

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tudor merged 11 commits from fix/ks4-2023-24-pipeline into main 2026-10-06 12:42:19 +00:00
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@@ -61,10 +61,11 @@ history from the full DataFrame and supplementary data from marts. Comparisons
batch supplementary queries across selected URNs. Async routes still contain
synchronous dependency calls; a fully asynchronous database layer is not present.
Benchmarks are DfE's own figures, read from marts: `fact_ks2_national_averages`
and `fact_ks4_national_averages` for England, and `fact_ks4_la_averages` (all
state-funded schools) for the search rows' "vs LA avg". The API never averages
school rows to make a benchmark.
DfE's official benchmarks live in marts: `fact_ks2_national_averages` and
`fact_ks4_national_averages` for England, and `fact_ks4_la_averages` (all
state-funded schools, per LA) for the search rows' "vs LA avg".
`data_loader.compute_benchmarks` computes further state-school benchmarks from
our own dataset; they are not DfE figures and are labelled as computed.
## Frontend boundaries