diff --git a/CHANGELOG.md b/CHANGELOG.md index 947f1c2..34711a9 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,7 +7,9 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/) and this p ## [Unreleased] -TODO: add at least one Added, Changed, Deprecated, Removed, Fixed or Security section +### Added + +- Added `SchemaMatcherPlugin` interface. ## [4.5.0] 2024-01-10 diff --git a/cmem_plugin_base/dataintegration/ai/schema_matcher.py b/cmem_plugin_base/dataintegration/ai/schema_matcher.py new file mode 100644 index 0000000..975c11a --- /dev/null +++ b/cmem_plugin_base/dataintegration/ai/schema_matcher.py @@ -0,0 +1,52 @@ +"""All classes related to schema matcher plugins. + WARNING: All classes in this file are preliminary and might be changed.""" + +from cmem_plugin_base.dataintegration.plugins import PluginBase + + +class MatchingSchema: + """The schema that is used by schema matchers.""" + + def write_rdf_file(self, path: str, lang: str) -> None: + """Write this schema to an RDF file. + + :param path: The target file path. + :param lang: The RDF format. Usually, either "N-TRIPLE" or "TURTLE". + """ + # Implementation provided by DataIntegration + + +class Correspondence: + """Candidate match between two properties from two schemata.""" + + def __init__(self, source: str, target: str, confidence: float): + self.source = source + self.target = target + self.confidence = confidence + + def __str__(self): + """Convert to a string representation""" + return f"{self.source} - {self.target} ({self.confidence})" + + +class Alignment: + """Set of correspondences between two schemata.""" + + def __init__(self, matches: list[Correspondence]): + self.matches = matches + + +class SchemaMatcherPlugin(PluginBase): + """ + A schema matcher aligns a source dataset with target vocabularies. + """ + + def match(self, source: MatchingSchema, target: MatchingSchema) -> Alignment: + """ + Aligns a source dataset with target vocabularies. + + :param source: Source schema + :param target: Target schema + + :return: The generated alignment. + """ diff --git a/cmem_plugin_base/dataintegration/description.py b/cmem_plugin_base/dataintegration/description.py index b649b32..1475f80 100644 --- a/cmem_plugin_base/dataintegration/description.py +++ b/cmem_plugin_base/dataintegration/description.py @@ -14,6 +14,7 @@ PluginContextParameterType, ) from cmem_plugin_base.dataintegration.utils import generate_id +from cmem_plugin_base.dataintegration.ai.schema_matcher import SchemaMatcherPlugin class Icon: @@ -129,6 +130,8 @@ def __init__( # pylint: disable=too-many-arguments self.plugin_type = "WorkflowPlugin" elif issubclass(plugin_class, TransformPlugin): self.plugin_type = "TransformPlugin" + elif issubclass(plugin_class, SchemaMatcherPlugin): + self.plugin_type = "SchemaMatcherPlugin" else: raise ValueError( f"Class {plugin_class.__name__} does not implement a supported " diff --git a/poetry.lock b/poetry.lock index 39fdcdb..327bba7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. 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["zstandard (>=0.18.0)"] @@ -1565,21 +1545,6 @@ files = [ {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"}, ] -[[package]] -name = "zipp" -version = "3.17.0" -description = "Backport of pathlib-compatible object wrapper for zip files" -optional = false -python-versions = ">=3.8" -files = [ - {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"}, - {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"}, -] - -[package.extras] -docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] - [metadata] lock-version = "2.0" python-versions = "^3.11" diff --git a/pyproject.toml b/pyproject.toml index 4d7b7d9..0044a36 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -82,7 +82,8 @@ ignore_missing_imports = true module = [ "cmem_plugin_base.dataintegration.context", "cmem_plugin_base.dataintegration.plugins", - "cmem_plugin_base.dataintegration.types" + "cmem_plugin_base.dataintegration.types", + "cmem_plugin_base.dataintegration.ai.schema_matcher", ] disable_error_code = "empty-body"