Utils (autoclean.utils)

Bids

bids.step_convert_to_bids	Converts a single EEG data file into BIDS format with default/dummy metadata.
bids.step_sanitize_id	Generates a reproducible numeric participant ID from a filename using MD5 hashing.
bids.step_create_dataset_desc	Creates BIDS dataset_description.json file.
bids.step_create_participants_json	Creates BIDS participants.json sidecar file describing participants.tsv columns.

Config

config.load_config	Load and validate the autoclean configuration file.
config.validate_signal_processing_params	Validate signal processing parameters for physical constraints.
config.validate_eeg_system	Validate the EEG system for a given task.
config.hash_and_encode_yaml	Hash and encode a YAML file or dictionary.
config.decode_compressed_yaml	Decode a compressed and encoded YAML string.

Database

database.set_database_path	Set the global database path.
database.get_run_record	Get a run record from the database by run ID.
database.manage_database	Manage database operations with thread safety.

FileSystem

file_system.step_prepare_directories

Set up and validate directory structure for processing pipeline.

Logging

logging.configure_logger	Configure the logger based on verbosity level and output directory.
logging.message	Enhanced logging function with support for lazy evaluation and context.

logging.LogLevel

Enum for log levels matching MNE's logging levels.

Montage

montage.load_valid_montages	Load valid montages from configuration file.
montage.get_10_20_to_gsn_mapping	Get mapping from 10-20 system to GSN-HydroCel channel names.
montage.get_gsn_to_10_20_mapping	Get mapping from GSN-HydroCel to 10-20 system channel names.
montage.convert_channel_names	Convert between 10-20 and GSN-HydroCel channel names.
montage.get_standard_set_in_montage	Get standard channel set converted to appropriate montage type.
montage.validate_channel_set	Validate and filter channel list based on available channels.