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Feat/forecasting belief time#1978

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feat/forecasting-belief-time
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Feat/forecasting belief time#1978
Flix6x wants to merge 262 commits intomainfrom
feat/forecasting-belief-time

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@Flix6x Flix6x commented Feb 23, 2026

Description

  • Expose the prior field to the forecasting trigger endpoint (just like we have for the scheduling trigger endpoint)
  • Added changelog item in documentation/changelog.rst

Look & Feel

image

How to test

  • New test cases should still be added

Further Improvements

...

Related Items

Follow-up from #1928.

BelhsanHmida and others added 30 commits January 20, 2026 16:55
@BelhsanHmida
docs: add changelog entry.
d5c77f1 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
Revert "docs: add changelog entry."
98a30e2 
This reverts commit d5c77f1.
@BelhsanHmida
chore: remove dev print statement
3bbbefb 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
feat: add not timing params giving test case
e7d46c7 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
test: only end_date given test_case
5f53b9a 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
test: add comments
ce33d4a 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
test: add case for both start and end dates in ForecasterParametersSc…
7077a42 
…hema

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
test: end_date and train_period test case
75e026d 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
test: add case for only start date with training period in Forecaster…
7c05dcc 
…ParametersSchema

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
test: add case for only start date with retrain frequency (predict_pe…
c286574 
…riod)

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
test: add case for start date with training period and retrain freque…
379470d 
…ncy (predict_period)

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
fix: correctly ensure start date is before end date in ForecasterPara…
bd606f7 
…metersSchema validation

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
style: run pre-commit
ed9d87a 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
chore: standardize timestamp floor method to lowercase '1h' because o…
ab18c13 
…f FutureWarning: 'H' is deprecated

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
docs(fix): reference training_period instead of max_training_period i…
6326ee2 
…n forecasting docs.

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
docs: add changelog entry.
5372f37 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
feat: make end_date option optional in add forecasts.
23af90c 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
fix: add end_date not none check
ad68ada 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
fix: allow end_date to be nullable in ForecasterParametersSchema
6c967ff 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
feat: add pre_load method to drop None values in ForecasterParameters…
dfdc858 
…Schema. this allows for default values to be loaded

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
refactor: rename train_predict_pipeline to add_forecast for clarity i…
cb74806 
…n data_add

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
style: run pre-commit
d876465 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
chore: change formatting of start-date and end-date in changelog
fa098f9 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@nhoening
properly link ForecasterParametersSchema in OpenAPI specs
c1df163 
Signed-off-by: Nicolas Höning <nicolas@seita.nl>
@BelhsanHmida
fix: validate max_training_period to disallow years and months in For…
1897b29 
…ecasterParametersSchema

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
Merge branch 'main' into feat/optional-training-start
89bfdff 
Signed-off-by: Mohamed Belhsan Hmida <149331360+BelhsanHmida@users.noreply.github.com>
@BelhsanHmida
feat(test): add save_belief_time to expectations
786fdbd 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
docs: add start_date test case comment
157ca17 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
docs: add predict start test case comment
9f2ee64 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
fix: remove forecast_frequency default because the default is handled…
672f67a 
… in resolve_config

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
BelhsanHmida and others added 18 commits February 23, 2026 12:28
@BelhsanHmida
refactor: update forecasting parameter keys to match new naming conve…
8287355 
…ntions

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
refactor(test): update forecast job payload and job metadata keys to …
4976e37 
…match new naming conventions

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
doc: fix comment typo
bfedd0d 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
refactor(tests): update test cases to use 'end' and 'train-start' keys
b38f6eb 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
chore: update field names in comments
57dd7de 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
refactor(tests): update date keys in test cases to match new naming c…
073e9a8 
…onventions

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@Flix6x
style: black
e374f63 
Signed-off-by: F.N. Claessen <claessen@seita.nl>
@BelhsanHmida
refactor(doc): update forecasting job example to use 'duration' inste…
36b9a15 
…ad of 'end' key

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
refactor(api): update forecasting trigger example to use 'duration' i…
4d58440 
…nstead of 'end' key

Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@Flix6x
feat: remove max-forecast-horizon field from API docs
9f16d56 
Signed-off-by: F.N. Claessen <claessen@seita.nl>
@Flix6x
docs: fix typo
1054e3d 
Signed-off-by: F.N. Claessen <claessen@seita.nl>
@Flix6x
chore: update openapi-specs.json
ebe85fa 
Signed-off-by: F.N. Claessen <claessen@seita.nl>
@Flix6x
docs: clarify mention of planning horizon in forecast duration field
93c25e0 
Signed-off-by: F.N. Claessen <claessen@seita.nl>
@Flix6x
docs: clarify use case for forecast-frequency field
6570332 
Signed-off-by: F.N. Claessen <claessen@seita.nl>
@Flix6x
feat: expose duration field to the CLI
28a4883 
Signed-off-by: F.N. Claessen <claessen@seita.nl>
@Flix6x
docs: capitalize start of sentence
fd0736f 
Signed-off-by: F.N. Claessen <claessen@seita.nl>
@Flix6x
fix: (CLI) description of end field
a81acb7 
Signed-off-by: F.N. Claessen <claessen@seita.nl>
@Flix6x
Merge branch 'dev/new-forecasting-defaults' into feat/forecasting-bel…
f285a0e 
…ief-time

# Conflicts:
#	flexmeasures/data/schemas/forecasting/pipeline.py
@Flix6x Flix6x self-assigned this Feb 23, 2026
@Flix6x Flix6x changed the base branch from main to dev/new-forecasting-defaults February 23, 2026 12:05
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read-the-docs-community bot commented Feb 23, 2026 •
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📚 flexmeasures | 🛠️ Build #31547910 | 📁 Comparing 5a6e808 against latest (6a8bf73)


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Base automatically changed from dev/new-forecasting-defaults to feat/optional-training-start February 23, 2026 12:22
Base automatically changed from feat/optional-training-start to main February 23, 2026 12:26
@BelhsanHmida
Merge branch 'main' into feat/forecasting-belief-time
d6d8f67
@BelhsanHmida
fix(docs): change log merge conflict fix
dba449f 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
@BelhsanHmida
chore: change ordering of start end duration and belief_time
5a6e808 
Signed-off-by: Mohamed Belhsan Hmida <mohamedbelhsanhmida@gmail.com>
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3 participants

@Flix6x @nhoening @BelhsanHmida