class_docstr: UMAP Mixin for automagic UMAPing
class_docstr_tok: ["UMAP","Mixin","for","automagic","UMAPing"]
code: def __init__(self, *args, **kwargs):
      # self._umap_initialized = False
      # self.engine = self.engine if hasattr(self, "engine") else None
      pass
  
imports: import copy
  from time import time
  from typing import TYPE_CHECKING, Any, Dict, Optional, Tuple, Union
  from inspect import getmodule
  import pandas
  from .None import constants
  from .constants import CUML, UMAP_LEARN
  from .feature_utils import FeatureMixin, Literal, XSymbolic, YSymbolic, prune_weighted_edges_df_and_relabel_nodes, resolve_feature_engine
  from .PlotterBase import Plottable, WeakValueDictionary
  from .util import check_set_memoize
  import logging
label_desc: Use image node_id 1 to create a new UMAPMixin object from inherited base classes: MIXIN_BASE with example: obj = UMAPMixin()