AbsaOSS / AbsaOSS/enceladus

Spark date handling settings can mess up dates in Standardization-Conformance combined job

Offen
#2,189 0 Kommentare 0 Reaktionen 0 zugewiesene Personen Auf GitHub ansehen
bug Conformance priority: high Standardization
Vorherrschende Sprache
Scala
Sterne
33
Forks
16
PR-Merge-Kennzahlen
Keine gemergten PRs in 30 T.

Beschreibung

## Describe the bug
While #2175/#2184 solves for the ability to process dates prior to 1900 in Enceladus 3 (without code change), the way how it is done actually introduced a possible bug of messing up the dates.
In case a pair of different settings (LEGACY-CORRECTED) is used for read and write a combined job of Standardization&Conformance will mess up the dates.

## To Reproduce
Steps to reproduce the behavior OR commands run:
1. Have a dataset with timestamps pre 1900 from ambiguous interval
2. Run Standardization & Conformance job with settings read LEGACY, write CORRECTED
3. Dates will be messed up

## Expected behavior
Data should remain correct

## Additional context
Consider adding the information of used date reading standard into the _INFO file.

Beitragsleitfaden

Beitragsleitfaden öffnen

Rechercherichtung

Start by reproducing the Standardization and Conformance combined job with pre-1900 timestamps and LEGACY read versus CORRECTED write settings. Trace how the date-reading and date-writing standards are applied, then verify that dates remain correct and assess whether the used reading standard can be recorded in the _INFO file.

Vom Indexierungsmodell aus dem Issue-Text verfasst.

Bewertung

Tech-Stack
scala, spark
Bereich
data-engineering
Issue-Typ
Bug
Schwierigkeit
4/5
Geschätzter Aufwand
3-5 Tage
Aktivitätsstatus
Veraltet
Klarheit
Größtenteils klar
Anfängerfreundlichkeit
35/100

Neue Issues direkt in Ihr Postfach

Eine kurze Übersicht über anfängerfreundliche GitHub-Issues.