neptoon.io.read

config¶

Classes:

DataHubFromConfig

Functions:

create_data_hub

DataHubFromConfig ¶

DataHubFromConfig(path_to_sensor_config=None, configuration_object=None, sensor_config=None)

Creates a DataHub instance using a configuration file.

This class handles the configuration and initialization of a CRNSDataHub using a sensor configuration file. It manages raw data parsing, time series preparation, and final hub creation.

Example:

Method 1: Using a path to sensor configuration file¶

sensor_config_path = "/path/to/configurations/A101_station.yaml" data_hub_creator = DataHubFromConfig(path_to_sensor_config=sensor_config_path) data_hub = data_hub_creator.create_data_hub()

Method 2: Using a pre-configured ConfigurationManager¶

config_manager = ConfigurationManager() config_manager.load_configuration(file_path=sensor_config_path) data_hub_creator = DataHubFromConfig(configuration_object=config_manager) data_hub = data_hub_creator.create_data_hub()

After creating the data hub, you can proceed with operations:¶

data_hub.attach_nmdb_data(station="JUNG") data_hub.prepare_static_values()

Parameters:

Name	Type	Description	Default
`path_to_sensor_config`	`str \| Path`	path where sensor config file is found , by default None	`None`
`configuration_object`	`ConfigurationManager`	ConfigurationManager, presumed to contain a sensor config object, by default None	`None`
`sensor_config`	`BaseConfig`	SensorConfig directly supplied (internal use with ProcessWithConfig), by default None	`None`

create_data_hub ¶

create_data_hub()

Creates a CRNSDataHub using the supplied configuration information.

This method processes raw data according to the configuration settings, formats it appropriately, and initializes a new CRNSDataHub instance.

Returns:

Type	Description
`CRNSDataHub`	A fully configured CRNSDataHub instance ready for further processing