app.utils.results module

Loading and processing experiment results from file system.

This module provides functionality to load experiment results from disk, processing various file types and organizing them into structured data.

class app.utils.results.ExperimentResults(images: Mapping[str, Sequence[bytes]], generation_history: Sequence[Tuple[str, float]], final_concept_history: Sequence[Tuple[str, float]], pipeline_params: Mapping[str, Any], best_concepts: Sequence[Tuple[str, float]], reasoning: Sequence[Tuple[str, str]], run_params: Mapping[str, Any])[source]

Bases: object

Container for experiment results and metadata.

images

Dictionary mapping iteration names to sequences of image bytes.

Type:: Mapping[str, Sequence[bytes]]

generation_history

Sequence of tuples containing generated concepts and scores.

Type:: Sequence[Tuple[str, float]]

final_concept_history

Sequence of tuples containing final concepts and scores.

Type:: Sequence[Tuple[str, float]]

pipeline_params

Dictionary containing pipeline parameters.

Type:: Mapping[str, Any]

best_concepts

Sequence of tuples containing best concepts and scores.

Type:: Sequence[Tuple[str, float]]

reasoning

Sequence of tuples containing concepts and their reasoning.

Type:: Sequence[Tuple[str, str]]

run_params

Dictionary containing experiment run parameters.

Type:: Mapping[str, Any]

best_concepts: Sequence[Tuple[str, float]]

final_concept_history: Sequence[Tuple[str, float]]

generation_history: Sequence[Tuple[str, float]]

images: Mapping[str, Sequence[bytes]]

pipeline_params: Mapping[str, Any]

reasoning: Sequence[Tuple[str, str]]

run_params: Mapping[str, Any]

app.utils.results.get_experiment_directories(results_path: str) → Sequence[str][source]

Get list of experiment directories in the results path.

Parameters:: results_path – Path to the directory containing experiment results.
Returns:: Sequence of directory names that are experiments.

app.utils.results.load_experiment_results(results_path: str, experiment_directory: str) → ExperimentResults[source]

Load and parse all experiment results from a directory.

Loads all required experiment files including images, history, parameters, concepts, and reasoning from the specified experiment directory.

Parameters:

results_path – Base path containing experiment directories.
experiment_directory – Name of the specific experiment directory.

Returns:

ExperimentResults object containing all loaded data.

Raises:

FileNotFoundError – If directory doesn’t exist or required files are missing.