3e14a8660e
add date plausibility filter, fixes #31
2025-05-14 09:13:49 +02:00
3011ca46cd
hint for insertion of date plausibility check, related to #31
2025-05-07 09:16:11 +02:00
ce24fd8126
use session as variable in sales forecast pipeline
2025-05-07 07:09:19 +02:00
690431472c
add option for multiple company IDs, related to #26
2025-04-30 14:46:23 +02:00
67406b5690
remove irrelevant statements
2025-04-29 14:13:10 +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
214659c7f1
prepare fix for joblib support in C# environment, related to #23
2025-04-16 18:14:13 +02:00
c2757cca26
implement behaviour control by config via setup data path
2025-04-16 13:40:55 +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
6a418118d2
prepare metrics writing process
2025-04-03 16:05:46 +02:00
d1d665e60a
base structure for logging and logging management via session, closes #2
2025-03-28 11:31:27 +01:00
302ccc16db
integrate database writing procedures for logging purposes
2025-03-28 09:32:29 +01:00
447a70486b
prepare database writing operations for pipeline stats
2025-03-27 16:29:01 +01:00
1f497fe193
refactoring session management
2025-03-27 08:47:50 +01:00
df09732c56
add statistics logging to sales forecast pipeline
2025-03-27 08:26:35 +01:00
6deda74a80
implement new sales forecast pipeline
2025-03-26 13:26:21 +01:00
fd505426cc
add handling of empty responses
2025-03-20 14:50:57 +01:00
a4604d3dc4
minor fixes
2025-03-20 14:03:03 +01:00
c8182ae9fd
add dummy data pipeline
2025-03-20 10:17:35 +01:00
28b3b8d144
refactoring and adding test cases for test coverage
2025-03-14 11:55:29 +01:00
d9b4ab42a7
remove sales value from forecast response
2025-03-14 09:00:42 +01:00
02ec161a30
refactoring
2025-03-14 06:58:48 +01:00
1ecf040ff4
remove unused imports
2025-03-12 17:45:06 +01:00
b4d853e3ba
major overhaul for integrated pipeline format
2025-03-12 16:02:00 +01:00
42ac7c17db
rename status handler
2025-03-07 13:12:00 +01:00
76f58ecba0
major refactoring
2025-03-07 12:23:59 +01:00
a744cb85b4
fix for new state handling
2025-03-05 15:51:56 +01:00
763d3c1aac
adapt forecast pipeline to new output format
2025-03-05 15:06:24 +01:00
c375d8e9d4
adding result objects, renaming components
2025-03-05 14:35:29 +01:00
c7b6f38fa9
result objects in forecast
2025-03-05 13:10:17 +01:00
c6739ef28c
new architecture for error handling
2025-03-05 12:38:12 +01:00
5e5486fe53
add preprocessing steps
2025-02-27 13:13:29 +01:00
8fa429d477
rename data parameter in forecast
2025-02-19 12:46:58 +01:00
b229794e6d
change param to customer ID
2025-02-19 12:28:11 +01:00
c70bd1cdc6
basic structure and pipeline definition
2025-02-19 12:22:21 +01:00
