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Summary
EditUnder reviewWhat this benchmark meansREADME.mdPublic entries: Python and R. Passing coverage requires an installed inventory.
Goal: derive each subject's date of last exposure to treatment
(TRTEDT) from the subject's last exposure record.
Input: demographics records, and exposure records carrying the end
date of each administration (EXENDTC).
Variables:
TRTEDTwould be the end date of the subject's last exposure record, and blank for a subject with no exposure record.
Note: the last record is asked for, but the order that would say which record comes last lists nothing, so a subject with several administrations has no last record. The run is rejected before any data is read and no artifact is accepted.
How to fix
State the order that makes one administration the last, here the latest end date:
intermediates:
- id: LASTDOSE
dataset: EX
key: [STUDYID, USUBJID]
order_by: [EX.EXENDTC]
keep: last
Add a tie-breaking field, such as a sequence number, when two administrations can end on the same day.
Expected failure
Editthe run is rejected; no artifact is acceptedexpected/error.yaml- phase
- validation
- condition
- unpaired_fields
- rule
- LOOKUP-10
expected/error.yaml
phase: validation
condition: unpaired_fields
spec_paths:
- intermediates.LASTDOSE
rule: LOOKUP-10
context:
intermediate: LASTDOSE
declared:
- keep
missing:
- order_by
Inputs
Under review2 source filesUnexpected Output
Under reviewNo artifact is producedNo fixture files in this directory.
Human review and assessment
| Dataset Name | Variable Name | Variable Label | Type | Codelist/Controlled Terms | Core | Computational Method | Origin |
|---|---|---|---|---|---|---|---|
| ADSL | STUDYID | Study Identifier | character | Copy value from DM.STUDYID. | Predecessor | ||
| ADSL | USUBJID | Unique Subject Identifier | character | Copy value from DM.USUBJID. | Predecessor | ||
| ADSL | TRTEDT | Date of Last Exposure to Treatment | numeric | ISO 8601 | Take EXENDTC from the last EX record matching on STUDYID and USUBJID, and no match yields blank. | Derived |
| Version | Date | Author | Description | Reviewer | Sign-off |
|---|---|---|---|---|---|
| 1.7 | 2026-10-20 | yamaa docs build | Read 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 | ||
| 1.6 | 2026-10-17 | yamaa docs build | Describe collected date parts written as ISO 8601 date text and times of day counted in seconds since midnight | ||
| 1.5 | 2026-10-17 | yamaa docs build | Name 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 | ||
| 1.4 | 2026-10-15 | yamaa docs build | State datetime precision codes through the hour and minute, and complete only the time parts a collected datetime lacks | ||
| 1.3 | 2026-09-29 | yamaa docs build | Show study codelist names, external dictionaries, and ISO 8601 formats in variable rows; list the document's codelist values and metadata | ||
| 1.2 | 2026-09-29 | yamaa docs build | Classify ADaM copies from a declared input as Predecessor and recodes as Derived, and SDTM recodes of locally derived columns as Derived | ||
| 1.1 | 2026-09-29 | yamaa docs build | Resolve lookups into the donor record they select, and give every derivation shape a plain-language rule instead of its raw YAML | ||
| 1.0 | yamaa docs build | Initial generation from spec.yaml |