brain_pipe.parser.yaml.YAMLTextParser¶

class YAMLTextParser¶

Bases: YAMLMixin, TextParser

Parser based on TextParser that can parse YAML text.

Attributes

`ARGS_STR`
`CALLABLE_STR`
`CONFIG_STR`
`DATALOADERS_STR`
`DATA_FROM_STR`
`EXTRA_PATHS_STR`
`NAME_STR`
`PARSER_STR`
`PIPELINES_STR`
`POINTER_STR`
`RUNNER_CLASS_STR`
`RUNNER_STR`

__init__()¶: Initialize the parser.

Methods

`__init__`()	Initialize the parser.
`apply_config`(config)	Apply the configuration to the parser.
`get_additional_kwargs`(input_, info)	Find the additional arguments that should be passed to the parser.
`get_runner_from_parsed_config`(parsed_config)	Construct a runner from the configuration.
`link_loader_to_pipeline`(pipelines, loaders)	Pair pipelines with their corresponding dataloaders.
`parse_all`(all_info)	Parse all information in the text dictionary.
`parse_text_to_dict`(text)	Parse YAML text to a dictionary.
`recursive_parse`(text_dict)	Parse the configuration.
`set_additional_kwargs`(args)	Set the additional arguments defined in `get_additional_kwargs()`.

apply_config(config: Dict[str, Any])¶

Apply the configuration to the parser.

Parameters:: config (Dict[str, Any]) – The configuration to apply.

get_additional_kwargs(input_: Any, info: Dict[str, Any]) → Dict[str, Any]¶

Find the additional arguments that should be passed to the parser.

This function identifies additional arguments that should be passed to the parser by e.g. a CLI.

Parameters:

input (Dict[str, Any]) – The input for the parser.
info (Dict[str, Any]) – A dictionary containing available info, such as e.g. parsed CLI arguments. This information can be used to determine the additional arguments.

Returns:

A dictionary containing the names of the arguments as keys and the options (kwargs) for a (CLI) argument parser as values.

Return type:

Dict[str, Any]

get_runner_from_parsed_config(parsed_config: Dict[str, Any])¶

Construct a runner from the configuration.

Parameters:: parsed_config (Dict[str, Any]) – The already parsed configuration.
Return type:: Runner

link_loader_to_pipeline(pipelines: Sequence[Tuple[str, Pipeline]], loaders: Dict[str, DataLoader])¶

Pair pipelines with their corresponding dataloaders.

Parameters:

pipelines (Sequence[Tuple[str, Pipeline]]) – A dictionary containing a mapping between the name of a loader and the Pipeline object
loaders (Dict[str, DataLoader]) – A dictionary containing a mapping between the name of a loader and the DataLoader object

Returns:

A list of tuples containing a DataLoader and its corresponding Pipeline.

Return type:

List[Tuple[DataLoader, Pipeline]]

parse_all(all_info: Dict[str, Any])¶

Parse all information in the text dictionary.

Parameters:: all_info (Dict[str, Any]) – The text dictionary to parse.
Returns:: A runner and a list of tuples containing a Pipeline and its DataLoader.
Return type:: Tuple[Runner, List[Tuple[Pipeline, DataLoader]]]

parse_text_to_dict(text)¶

Parse YAML text to a dictionary.

Parameters:: text (str) – The YAML text to parse.
Returns:: The parsed dictionary.
Return type:: Dict[str, Any]

recursive_parse(text_dict: Dict[str, Any])¶

Parse the configuration.

Parameters:: text_dict (Dict[str, Any]) – The text dictionary to parse.
Returns:: The parsed dictionary (i.e. with objects).
Return type:: Union[Dict[str, Any], Tuple[str, Dict[str, Any]]]

set_additional_kwargs(args: Dict[str, Any])¶

Set the additional arguments defined in get_additional_kwargs().

Parameters:: args (Dict[str, Any]) – The additional arguments.

Notes

This method calls apply_config() internally, so the additional arguments can also be specified in the dictionary itself under the parser configuration.