import importlib
import inspect
import sys
from msprof_analyze.cluster_analyse.recipes.base_recipe_analysis import BaseRecipeAnalysis
from msprof_analyze.prof_common.constant import Constant
from msprof_analyze.prof_common.logger import get_logger
logger = get_logger()
def is_analysis_class(obj):
return inspect.isclass(obj) and issubclass(obj, BaseRecipeAnalysis) and obj != BaseRecipeAnalysis
def get_class_from_name(analysis_name: str):
analysis_path = f"msprof_analyze.cluster_analyse.recipes.{analysis_name}.{analysis_name}"
module = None
try:
module = importlib.import_module(analysis_path)
except Exception as e:
logger.error(f"{analysis_path} not find:{e}")
return module
specific_analysis = [
(name, cls)
for name, cls in inspect.getmembers(module, is_analysis_class)
if cls.__module__ == analysis_path
]
if not specific_analysis:
logger.error(f"{analysis_name} not found.")
return None
return specific_analysis[0]