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[ENH] parallelization backend calls in utility module - part 3, backend parameter passing in base class broadcasting #5405

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merged 3 commits into from
Oct 12, 2023

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@fkiraly fkiraly commented Oct 11, 2023

This PR builds upon #5311 and adds a config parameter in base classes that allows passing of backend parameters via the set_config mechanism when forecasters or transformeres broadcast for hierarchical or multivariate data.

The concomitant documentation will be added in #5306.

@fkiraly fkiraly added implementing framework Implementing or improving framework for learning tasks, e.g., base class functionality module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting module:transformations transformations module: time series transformation, feature extraction, pre-/post-processing enhancement Adding new functionality module:base-framework BaseObject, registry, base framework labels Oct 11, 2023
@fkiraly fkiraly merged commit 6a4605d into main Oct 12, 2023
1 of 2 checks passed
@fkiraly fkiraly deleted the backend-parallel-params branch October 12, 2023 11:26
yarnabrina added a commit to yarnabrina/sktime-fork that referenced this pull request Oct 14, 2023
* origin/main: (24 commits)
  [DOC] fixing docstring example for `FhPlexForecaster` (sktime#4931)
  Revert "[MNT] instant release action" (sktime#5421)
  [MNT] instant release action (sktime#5419)
  Release 0.24.0 (sktime#5403)
  🚀 python 3.12 🚀  (sktime#5345)
  Revert "[MNT] instant release action" (sktime#5415)
  [MNT] 0.24.0 deprecations and change actions (sktime#5404)
  [MNT] [Dependabot](deps-dev): Update holidays requirement from <0.34,>=0.29 to >=0.29,<0.35 (sktime#5342)
  [MNT] Migrate from `pykalman` to `pykalman-bardo` (sktime#5277)
  [MNT] [Dependabot](deps-dev): Update skpro requirement from <2.1.0,>=2.0.0 to >=2.0.0,<2.2.0 (sktime#5396)
  [MNT] [Dependabot](deps-dev): Update numba requirement from <0.58,>=0.53 to >=0.53,<0.59 (sktime#5319)
  [MNT] update numba requirement from <0.58,>=0.53 to >=0.53,<0.59"" (sktime#5299)
  [MNT] instant release action (sktime#5265)
  Release 0.23.1 - omitted changelog commit (sktime#5413)
  Release 0.23.1 (sktime#5402)
  [ENH] Refactor of `DateTimeFeatures` tests to `pytest` fixtures (sktime#5397)
  [ENH] remove legacy except in `TestAllEstimators` for `predict_proba` (sktime#5386)
  [DOC] update docstring of `temporal_train_test_split` (sktime#4170)
  [ENH] parallelization backend calls in utility module - part 3, backend parameter passing in base class broadcasting (sktime#5405)
  [MNT] warnings config (sktime#4536)
  ...
yarnabrina added a commit to yarnabrina/sktime-fork that referenced this pull request Oct 14, 2023
* origin/main: (24 commits)
  [DOC] fixing docstring example for `FhPlexForecaster` (sktime#4931)
  Revert "[MNT] instant release action" (sktime#5421)
  [MNT] instant release action (sktime#5419)
  Release 0.24.0 (sktime#5403)
  🚀 python 3.12 🚀  (sktime#5345)
  Revert "[MNT] instant release action" (sktime#5415)
  [MNT] 0.24.0 deprecations and change actions (sktime#5404)
  [MNT] [Dependabot](deps-dev): Update holidays requirement from <0.34,>=0.29 to >=0.29,<0.35 (sktime#5342)
  [MNT] Migrate from `pykalman` to `pykalman-bardo` (sktime#5277)
  [MNT] [Dependabot](deps-dev): Update skpro requirement from <2.1.0,>=2.0.0 to >=2.0.0,<2.2.0 (sktime#5396)
  [MNT] [Dependabot](deps-dev): Update numba requirement from <0.58,>=0.53 to >=0.53,<0.59 (sktime#5319)
  [MNT] update numba requirement from <0.58,>=0.53 to >=0.53,<0.59"" (sktime#5299)
  [MNT] instant release action (sktime#5265)
  Release 0.23.1 - omitted changelog commit (sktime#5413)
  Release 0.23.1 (sktime#5402)
  [ENH] Refactor of `DateTimeFeatures` tests to `pytest` fixtures (sktime#5397)
  [ENH] remove legacy except in `TestAllEstimators` for `predict_proba` (sktime#5386)
  [DOC] update docstring of `temporal_train_test_split` (sktime#4170)
  [ENH] parallelization backend calls in utility module - part 3, backend parameter passing in base class broadcasting (sktime#5405)
  [MNT] warnings config (sktime#4536)
  ...
yarnabrina added a commit to yarnabrina/sktime-fork that referenced this pull request Oct 14, 2023
…recasting

* origin/split-ci: (25 commits)
  Revert "removed test-full workflow"
  [DOC] fixing docstring example for `FhPlexForecaster` (sktime#4931)
  Revert "[MNT] instant release action" (sktime#5421)
  [MNT] instant release action (sktime#5419)
  Release 0.24.0 (sktime#5403)
  🚀 python 3.12 🚀  (sktime#5345)
  Revert "[MNT] instant release action" (sktime#5415)
  [MNT] 0.24.0 deprecations and change actions (sktime#5404)
  [MNT] [Dependabot](deps-dev): Update holidays requirement from <0.34,>=0.29 to >=0.29,<0.35 (sktime#5342)
  [MNT] Migrate from `pykalman` to `pykalman-bardo` (sktime#5277)
  [MNT] [Dependabot](deps-dev): Update skpro requirement from <2.1.0,>=2.0.0 to >=2.0.0,<2.2.0 (sktime#5396)
  [MNT] [Dependabot](deps-dev): Update numba requirement from <0.58,>=0.53 to >=0.53,<0.59 (sktime#5319)
  [MNT] update numba requirement from <0.58,>=0.53 to >=0.53,<0.59"" (sktime#5299)
  [MNT] instant release action (sktime#5265)
  Release 0.23.1 - omitted changelog commit (sktime#5413)
  Release 0.23.1 (sktime#5402)
  [ENH] Refactor of `DateTimeFeatures` tests to `pytest` fixtures (sktime#5397)
  [ENH] remove legacy except in `TestAllEstimators` for `predict_proba` (sktime#5386)
  [DOC] update docstring of `temporal_train_test_split` (sktime#4170)
  [ENH] parallelization backend calls in utility module - part 3, backend parameter passing in base class broadcasting (sktime#5405)
  ...
yarnabrina added a commit to yarnabrina/sktime-fork that referenced this pull request Oct 14, 2023
* origin/split-ci: (25 commits)
  Revert "removed test-full workflow"
  [DOC] fixing docstring example for `FhPlexForecaster` (sktime#4931)
  Revert "[MNT] instant release action" (sktime#5421)
  [MNT] instant release action (sktime#5419)
  Release 0.24.0 (sktime#5403)
  🚀 python 3.12 🚀  (sktime#5345)
  Revert "[MNT] instant release action" (sktime#5415)
  [MNT] 0.24.0 deprecations and change actions (sktime#5404)
  [MNT] [Dependabot](deps-dev): Update holidays requirement from <0.34,>=0.29 to >=0.29,<0.35 (sktime#5342)
  [MNT] Migrate from `pykalman` to `pykalman-bardo` (sktime#5277)
  [MNT] [Dependabot](deps-dev): Update skpro requirement from <2.1.0,>=2.0.0 to >=2.0.0,<2.2.0 (sktime#5396)
  [MNT] [Dependabot](deps-dev): Update numba requirement from <0.58,>=0.53 to >=0.53,<0.59 (sktime#5319)
  [MNT] update numba requirement from <0.58,>=0.53 to >=0.53,<0.59"" (sktime#5299)
  [MNT] instant release action (sktime#5265)
  Release 0.23.1 - omitted changelog commit (sktime#5413)
  Release 0.23.1 (sktime#5402)
  [ENH] Refactor of `DateTimeFeatures` tests to `pytest` fixtures (sktime#5397)
  [ENH] remove legacy except in `TestAllEstimators` for `predict_proba` (sktime#5386)
  [DOC] update docstring of `temporal_train_test_split` (sktime#4170)
  [ENH] parallelization backend calls in utility module - part 3, backend parameter passing in base class broadcasting (sktime#5405)
  ...
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enhancement Adding new functionality implementing framework Implementing or improving framework for learning tasks, e.g., base class functionality module:base-framework BaseObject, registry, base framework module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting module:transformations transformations module: time series transformation, feature extraction, pre-/post-processing
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