build(deps): bump sklearn2pmml from 0.110.0 to 0.111.1 in /pmml

[dependabot]

Bumps sklearn2pmml from 0.110.0 to 0.111.1.

Changelog

Sourced from sklearn2pmml's changelog.

0.111.0

Breaking changes

• Assume re as the default regular expression (RE) flavour.

• Removed support for multi-column mode from StrngNormalizer class. String transformations are unique and rare enough, so that they should be specified on a column-by-column basis.

New features

• Added MatchesTransformer.re_flavour and ReplaceTransformer.re_flavour attributes. The Python environment allows to choose between different RE engines, which vary by RE syntax to a material degree. Unambiguous identification of the RE engine improves the portability of RE transformers between applications (train vs. deployment) and environments.

Supported RE flavours:

RE flavour	Implementation
pcre	PCRE package
pcre2	PCRE2 package
re	Built-in re module

PMML only supports Perl Compatible Regular Expression (PCRE) syntax.

It is recommended to use some PCRE-based RE engine on Python side as well to minimize the chance of "communication errors" between Python and PMML environments.

• Added sklearn2pmml.preprocessing.regex.make_regex_engine(pattern, re_flavour) utility function.

This utility function pre-compiles and wraps the specified RE pattern into a sklearn2pmml.preprocessing.regex.RegExEngine object.

The RegExEngine class provides matches(x) and replace(replacement, x) methods, which correspond to PMML's matches and replace built-in functions, respectively.

For example, unit testing a RE engine:

from sklearn2pmml.preprocessing.regex import make_regex_engine
regex_engine = make_regex_engine("B+", re_flavour = "pcre2")
assert regex_engine.matches("ABBA") == True
assert regex_engine.replace("c", "ABBA") == "AcA"

See SkLearn2PMML-228

• Refactored StringNormalizer.transform(X) and SubstringTransformer.transform(X) methods to support Pandas' Series input and output.

See SkLearn2PMML-434

... (truncated)

Commits

• a4dbb6f Updated version information
• 4ca21ff Added logging configuration
• 8ca1d9f Fixed evaluation environments
• 0d5c489 Reordered classes
• 0c23138 Updated JPMML-SkLearn dependency
• a03e848 Updated documentation
• f975d7c Updated JPMML-SkLearn dependency
• 694d829 Updated test resources
• 954a62c Fixed commit 2e583e9ac0
• 2e583e9 Set the default regular expression flavour to 're'
• Additional commits viewable in compare view

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[dependabot]

Superseded by #41.