code: def to_geopandas(data, xdim, ydim, columns=None, geom="point"):
      """Converts list of dictionary format geometries to spatialpandas line geometries.
  
      Args:
          data: List of dictionaries representing individual geometries
          xdim: Name of x-coordinates column
          ydim: Name of y-coordinates column
          ring: Whether the data represents a closed ring
  
      Returns:
          A spatialpandas.GeoDataFrame version of the data
      """
      from geopandas import GeoDataFrame
      from shapely.geometry import (
          Point,
          LineString,
          Polygon,
          MultiPoint,
          MultiPolygon,
          MultiLineString,
      )
  
      if columns is None:
          columns = []
      poly = any("holes" in d for d in data) or geom == "Polygon"
      if poly:
          single_type, multi_type = Polygon, MultiPolygon
      elif geom == "Line":
          single_type, multi_type = LineString, MultiLineString
      else:
          single_type, multi_type = Point, MultiPoint
  
      converted = defaultdict(list)
      for geom_dict in data:
          geom_dict = dict(geom_dict)
          geom = geom_from_dict(
              geom_dict, xdim, ydim, single_type, multi_type
          )
          for c, v in geom_dict.items():
              converted[c].append(v)
          converted["geometry"].append(geom)
  
      return GeoDataFrame(converted, columns=["geometry"] + columns)
  
imports: import sys
  import warnings
  from collections import defaultdict
  import numpy
  import pandas
  from holoviews.core.util import isscalar, unique_iterator, unique_array
  from holoviews.core.data import Dataset, Interface, MultiInterface, PandasAPI
  from holoviews.core.data.interface import DataError
  from holoviews.core.data import PandasInterface
  from holoviews.core.data.spatialpandas import get_value_array
  from holoviews.core.dimension import dimension_name
  from holoviews.element import Path
  from ..util import asarray, geom_to_array, geom_types, geom_length
  from .geom_dict import geom_from_dict
label_desc: Use image node_id 2 for calling a global function with example usage: to_geopandas(data, xdim, ydim, columns, geom) and returns: GeoDataFrame