13 Commits

Author SHA1 Message Date
690431472c add option for multiple company IDs, related to #26 2025-04-30 14:46:23 +02:00
4072b97012 add env setup for runtime to enable multiprocessing parameter search by joblib, closes #23 2025-04-17 11:55:01 +02:00
c2757cca26 implement behaviour control by config via setup data path 2025-04-16 13:40:55 +02:00
6a7f59116f remove unneeded pytest mark 2025-04-16 11:56:21 +02:00
063531a08e major overhaul of forecast pipeline (#21)
includes several aspects:

- harden forecast logic with additional error checks
- fix wrong behaviour
- ensure minimum data viability
- extrapolate for multiple data points into the future

fix #19

Co-authored-by: frasu
Reviewed-on: #21
Co-authored-by: foefl <f.foerster@d-opt.com>
Co-committed-by: foefl <f.foerster@d-opt.com>
2025-04-16 09:24:33 +00:00
a0d189ac9f add logging of pipeline metrics in database 2025-04-04 13:37:05 +02:00
6a418118d2 prepare metrics writing process 2025-04-03 16:05:46 +02:00
6deda74a80 implement new sales forecast pipeline 2025-03-26 13:26:21 +01:00
0eccccafe5 fix return values in pipeline wrapper 2025-03-20 12:29:04 +01:00
c8182ae9fd add dummy data pipeline 2025-03-20 10:17:35 +01:00
653b6bb973 test exclusion 2025-03-14 09:00:17 +01:00
02ec161a30 refactoring 2025-03-14 06:58:48 +01:00
f4907a73e9 add tests and types for pipeline interface 2025-03-13 07:38:54 +01:00