:py:mod:`gnn_tracking_hpo.config`
=================================

.. py:module:: gnn_tracking_hpo.config


Module Contents
---------------


Functions
~~~~~~~~~

.. autoapisummary::

   gnn_tracking_hpo.config.auto_suggest_if_not_fixed
   gnn_tracking_hpo.config.read_json
   gnn_tracking_hpo.config.get_metadata
   gnn_tracking_hpo.config.get_points_to_evaluate
   gnn_tracking_hpo.config.retrieve_config_from_wandb



.. py:function:: auto_suggest_if_not_fixed(key: str, config: dict[str, Any], trial: optuna.Trial, *args, **kwargs) -> Any

   Similar to ``suggest_if_not_fixed``, but automatically chooses the correct
   function.

   **Important**: It matters whether the argument types are ints or floats!


.. py:function:: read_json(path: os.PathLike | str) -> dict[str, Any]

   Open and read a json file


.. py:function:: get_metadata(*, test=False)


.. py:function:: get_points_to_evaluate(paths: None | list[str] | list[os.PathLike] = None) -> list[dict[str, Any]]

   Read json files or read from wandb online and return a list of dicts.
   Json files can either contain dictionary (single config) or a list thereof.


.. py:function:: retrieve_config_from_wandb(hash: str) -> dict[str, Any]

   Retrieve configuration of run from wandb based on (part of) a hash