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Summary

Lifecycle: draftEditUnder review
What this benchmark means
README.md

Public entries: Python and R. Passing coverage requires an installed inventory.

Each subject and reference day receives the measurement nearest that day. BASE supplies the subject identifier ID and reference day REF; SRC supplies candidate measurement days and their text values.

VALUE is the selected measurement, and DIST is the absolute difference between its day and REF. For S1, reference day 10 selects b on day 11, while reference day 3 selects a on day 2 from the same candidates. For S2, days 9 and 11 are equally close to reference day 10; the first record selects c. A candidate with no day is excluded. S4 has no candidate, so both selected values are missing. The unmatched S3 candidate contributes no output row.

Inputs

Under review
2 source files

input/base.csv

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4 rows
input/base.csv
IDREF
S110
S13
S210
S410

input/src.csv

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6 rows
input/src.csv
IDDAYVALUE
S12a
S111b
S1—missing-day
S29c
S211d
S310orphan

Expected output

Under review
4 expected rows

expected/out.csv

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4 rows
expected/out.csv
IDREFVALUEDIST
S110b1
S13a1
S210c1
S410——
Shaded columns are derived— = missing value

Human review and assessment

Your review

2 questions and your comments · View benchmark discussions

Mapping spec

Generated from the benchmark YAML; do not edit by hand

Variable NameVariable LabelTypeLengthControlled Terms or FormatOriginCoreConversion DefinitionVariable TypeVariable OrderComments for Define
IDSubject IdentifierCharCollectedCopy value from BASE.ID.SDTM1
REFReference DayNumCollectedCopy value from BASE.REF.SDTM2
VALUEClosest MeasurementCharDerivedTake VALUE from the first SRC record matching on ID, where SRC.DIST IS NOT NULL, ordered by SRC.DIST, and no match yields blank.SDTM3
DISTDistance from Reference DayNumDerivedTake DIST from the first SRC record matching on ID, where SRC.DIST IS NOT NULL, ordered by SRC.DIST, where DIST is derived as compute ABS(DAY - BASE.REF), and no match yields blank.SDTM4
VersionDateAuthorDescriptionReviewerSign-off
1.72026-10-20yamaa docs buildRead a specification in the 1.0 surface as its 0.5 counterpart; state that missing values stay missing where a mapping declares no missing handler, and leave out a declared missing answer that restates a handler's default
1.62026-10-17yamaa docs buildDescribe collected date parts written as ISO 8601 date text and times of day counted in seconds since midnight
1.52026-10-17yamaa docs buildName collected precision in words instead of letter codes; state imputation fallbacks, minimum source precision, bounds ignored outside the collected period, and invalid text with no handler as an error; describe date and datetime shifts, imputation flag codes, and partial text giving no date part
1.42026-10-15yamaa docs buildState datetime precision codes through the hour and minute, and complete only the time parts a collected datetime lacks
1.32026-09-29yamaa docs buildShow study codelist names, external dictionaries, and ISO 8601 formats in variable rows; list the document's codelist values and metadata
1.22026-09-29yamaa docs buildClassify ADaM copies from a declared input as Predecessor and recodes as Derived, and SDTM recodes of locally derived columns as Derived
1.12026-09-29yamaa docs buildResolve lookups into the donor record they select, and give every derivation shape a plain-language rule instead of its raw YAML
1.0yamaa docs buildInitial generation from spec.yaml

yamaa code

Public calls generated from benchmark.yaml; results must match the expected output

R

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3 lines
library(yamaa)yamaa_spec("spec.yaml")$run()$output

Python

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3 lines
import yamaayamaa.spec("spec.yaml").run().output