nwm_region_mgr.utils.config_utils#
Utility functions for loading and validating configuration files using Pydantic and YAML.
config_utils.py
- Classes/Functions:
LoggingConfig: Pydantic model for logging configuration.
BaseGeneralConfig: Pydantic model for general settings of the application.
BaseOutputConfig: Pydantic model for output settings of the application.
BaseConfig: Pydantic model for the base configuration of the application.
BaseConfigProcessor: base class for processing and validating configurations
_deep_merge_configs: Recursively merge two dictionaries, with values from dict #2 overwriting those in dict #1.
_load_and_validate_config: Load a YAML file, validate its structure using Pydantic
_substitute_placeholders: Substitute placeholders in the config with actual values.
load_and_process_config: Load, validate, process, and save the configuration files.
_validate_paths: Validate that all file and directory paths exist.
_assemble_file_paths: Assemble file paths from the configuration.
_required_columns_calval_stats: Return a set of required columns for calibration/validation statistics.
_file_required_column_map: Return a dictionary mapping files to required columns.
PydanticDictLike: Stand-in for dictionary-like behavior when you want specificity of a pydantic model.
FieldCrosswalk: Mapping of column names for unique identifiers in all require files for regionalization.
LayerCrosswalk: Dictionary mapping layer names for hydrofabric files.
Classes
Base configuration for the application. |
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Base configuration processor. |
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Base general settings for the formulation regionalization application. |
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Base Output Manager. |
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Mapping of column names for unique identifiers in all require files for regionalization. |
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Dictionary mapping layer names for hydrofabric files. |
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Logging configuration for the application. |
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Stand-in for dictionary-like behavior when you want specificity of a pydantic model. |