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FIX: Numpy backend FIX: Compatibility fixes with new versions of pandas ENH: Documentation updates ENH: CI

FIX: bottleneck import removed (py3.9+ incompatible)

FEAT: Numpy and spark backends DEPS: bottleneck dependency removed (py3.9+ incompatible)

FIX: CI issues FIX: Unit tests with multiple pandas boolean types. FIX: Documentation changes

• public methods on typesets are now static
• introduces a new declarative API
• documentation changes and fixes.

ENH: swifter apply for pandas backend FIX: fix for issue #147 ENH: __version__ attribute made available ENH: improved typing and CI ENH: contrib types/typesets for a low-threshold contribution of types

ENH: Expose state using typeset.detect and typeset.infer ENH: plotting of typesets improved FIX: fix and test cases for #136 CLN: pre-commit with black, isort, pyupgrade, flake8 ENH: type relations are now accessible by type (e.g. Float.relations[Integer])

Improved default handling of sparse and empty series (+ testing)

• Introduce stateful type inference and casting
• Expose test utils to users and fix diagnostic information
• Integer consistency for the standard set
• Use pd.BooleanDtype for newer versions of pandas
• Latest black formatting

API breaking changes:

• migration to single dispatch on typeset methods
• updated API to unify detect / infer / cast against Series and DataFrames
• improvements to boolean type