FlexMeasures / flexmeasures / 18558807403

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Speed up scheduler by optimizing pandas operations and sqlalchemy queries (#1698)

* feat: do not reset index of beliefs dataframe instead copy event column to a new one and sort values based on that new

* docs: changelog entry

Signed-off-by: F.N. Claessen <felix@seita.nl>

* refactor: remove obsolete line already commented out

Signed-off-by: F.N. Claessen <felix@seita.nl>

* feat: test_keep_latest_version_preserves_probabilistic_splits

Signed-off-by: F.N. Claessen <felix@seita.nl>

* fix: probabilistic case

Signed-off-by: F.N. Claessen <felix@seita.nl>

* refactor: create_bdf

Signed-off-by: F.N. Claessen <felix@seita.nl>

* feat: add test case for updated probabilistic belief from a newer model

Signed-off-by: F.N. Claessen <felix@seita.nl>

* fix: keep probabilistic beliefs intact

Signed-off-by: F.N. Claessen <felix@seita.nl>

* fix: in case one_deterministic_belief_per_event=False

Signed-off-by: F.N. Claessen <felix@seita.nl>

* refactor: simplify drop_columns

Signed-off-by: F.N. Claessen <felix@seita.nl>

* docs: update inline comments

Signed-off-by: F.N. Claessen <felix@seita.nl>

* fix: sanitize data by dropping duplicate indices

Signed-off-by: F.N. Claessen <felix@seita.nl>

* style: code variables mentioned in docstring

Signed-off-by: F.N. Claessen <felix@seita.nl>

* docs: update the described steps

Signed-off-by: F.N. Claessen <felix@seita.nl>

* docs: describe missing parameter

Signed-off-by: F.N. Claessen <felix@seita.nl>

* style: reST style docstring

Signed-off-by: F.N. Claessen <felix@seita.nl>

* style: enumerated list requires preceding blank line

Signed-off-by: F.N. Claessen <felix@seita.nl>

* style: missing code closing character

Signed-off-by: F.N. Claessen <felix@seita.nl>

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Signed-off-by: F.N. Claessen <felix@seita.nl>
Co-authored-by: F.N. Claessen <felix@seita.nl>

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