AbsaOSS / AbsaOSS/enceladus

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

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bug Conformance priority: high Standardization
Langage dominant
Scala
Étoiles
33
Forks
16
Métriques de merge des PR
Aucune PR mergée en 30 j

Description

## 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.

Guide de contribution

Ouvrir le guide de contribution

Piste de recherche

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.

Rédigé par le modèle d'indexation à partir du texte de l'issue.

Évaluation

Stack technique
scala, spark
Domaine
data-engineering
Type d'issue
Bug
Difficulté
4/5
Temps estimé
3-5 jours
Activité
À l'abandon
Clarté
Plutôt claire
Accessibilité débutants
35/100

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