merge master + fix loading neps-searchers from yaml

neps/api.py

@@ -9,7 +9,8 @@
 from typing import Callable, Iterable, Literal
 
 import ConfigSpace as CS
-from neps.utils.run_args_from_yaml import check_essential_arguments, get_run_args_from_yaml,\
+from neps.utils.run_args_from_yaml import check_essential_arguments, \
+    get_run_args_from_yaml, \
     check_double_reference
 
 from neps.utils.common import instance_from_map
@@ -25,17 +26,7 @@
 from neps.status.status import post_run_csv
 from neps.utils.common import get_searcher_data, get_value
 from neps.utils.data_loading import _get_loss
-
-VALID_SEARCHER = [
-    "default",
-    "bayesian_optimization",
-    "random_search",
-    "hyperband",
-    "priorband",
-    "mobster",
-    "asha",
-    "regularized_evolution",
-]
+from neps.optimizers.info import SearcherConfigs
 
 
 def _post_evaluation_hook_function(
@@ -418,7 +409,8 @@ def _run_args(
         message = f"The pipeline_space has invalid type: {type(pipeline_space)}"
         raise TypeError(message) from e
 
-    if isinstance(searcher, (str, Path)) and searcher not in VALID_SEARCHER:
+    if isinstance(searcher, (str, Path)) and searcher not in \
+        SearcherConfigs.get_searchers() and searcher is not "default":
         # The users has their own custom searcher.
         logging.info("Preparing to run user created searcher")
 

neps/search_spaces/yaml_search_space_utils.py

@@ -2,7 +2,7 @@
 import logging
 import re
 
-logger = logging.getLogger(__name__)
+logger = logging.getLogger("neps")
 
 
 def convert_scientific_notation(value: str | int | float, show_usage_flag=False) \

neps/utils/common.py

@@ -217,7 +217,7 @@ def get_searcher_data(
             data = yaml.safe_load(file)
 
         file_name = user_yaml_path.stem
-        searcher = data.get("name", file_name)
+        searcher = data.pop("name", file_name)
 
     else:
         # TODO(eddiebergman): This is a bad idea as it relies on folder structure to be

neps/utils/run_args_from_yaml.py

@@ -97,9 +97,8 @@ def get_run_args_from_yaml(path: str) -> dict:
     check_run_args(settings)
 
     logger.debug(
-        f"'run_args' are extracted and type-tested from the referenced YAML file. "
-        f"These arguments will now be overwritten: {settings}."
-    )
+        f"The 'run_args' arguments: {settings} are now extracted and type-tested from "
+        f"referenced YAML.")
 
     return settings