config

Configuration loaders for generator scenarios.

pysatl_cpd.data.generator.config.scenario_from_yaml(path)[source]

Load one scenario specification from a YAML file.

Parameters:: path (str | Path) – Path to the YAML file.
Returns:: Parsed scenario specification.
Return type:: ScenarioSpec
Raises:: ValueError – If the YAML content is not a mapping.

pysatl_cpd.data.generator.config.scenarios_from_yaml(path)[source]

Load one or more scenario specifications from a YAML file.

If the YAML contains a top-level scenarios key, each entry under it is parsed as a named scenario. Otherwise the entire file is treated as a single scenario and returned under its name key.

Parameters:: path (str | Path) – Path to the YAML file.
Returns:: Dictionary mapping scenario names to parsed specifications.
Return type:: dict[str, ScenarioSpec]
Raises:: ValueError – If the YAML structure is invalid.

pysatl_cpd.data.generator.config.scenario_from_mapping(mapping)[source]

Build a scenario specification from a plain mapping.

Parameters:: mapping (Mapping[str, Any]) – Dictionary containing name, segments, and plans keys.
Returns:: Parsed scenario specification.
Return type:: ScenarioSpec

pysatl_cpd.data.generator.config.parse_distribution_spec(mapping)[source]

Build a distribution specification from a plain mapping.

Parameters:: mapping (Mapping[str, Any]) – Dictionary containing a kind key and distribution-specific parameters.
Returns:: Parsed distribution specification.
Return type:: MultivariateNormalSpec | IndependentColumnsSpec | NormalSpec | UniformSpec | ExponentialSpec | StudentTSpec
Raises:: ValueError – If kind is not one of the supported distribution types.