[ENH] refactor datatypes mtypes - example fixtures
#458
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fkiraly
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module:datatypes
This was referenced Sep 18, 2024
fkiraly
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Sep 24, 2024
…7133) Refactors the example fixtures in the `datatypes` module along the lines of sktime/skpro#458: * a base class for datatype examples, `BaseExample`, to replace the more ad-hoc dictionary design * a complete refactor of all `_example` submodules to this interface * a full refactor of the public framework module with `get_example` logic, in `datatypes`, to allow extensibility with this design Beyond the refactor, sets the `polars` requirements for the `polars` data examples to `polars>=1.0`, and adds `pyarrow` as a requirement, consistent with the status quo in `skpro`. Closes #7128, as it addresses the issue both from an isolation perspective, as well as the missing argument perspective.
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This PR refactors the data type specifications and converters to classes.
Related: sktime/sktime#3512, related to sktime/sktime#2957.
Contains:
BaseExample, to replace the more ad-hoc dictionary designTableandProbamtype submodules to this interfaceget_examplelogic, indatatypes, to allow extensibility with this designPartial mirror in
skproof sktime/sktime#6033