code: def make_trace_spec(args, constructor, attrs, trace_patch):
      if constructor in [go.Scatter, go.Scatterpolar]:
          if "render_mode" in args and (
              args["render_mode"] == "webgl"
              or (
                  args["render_mode"] == "auto"
                  and len(args["data_frame"]) > 1000
                  and args["animation_frame"] is None
              )
          ):
              if constructor == go.Scatter:
                  constructor = go.Scattergl
                  if "orientation" in trace_patch:
                      del trace_patch["orientation"]
              else:
                  constructor = go.Scatterpolargl
      # Create base trace specification
      result = [TraceSpec(constructor, attrs, trace_patch, None)]
  
      # Add marginal trace specifications
      for letter in ["x", "y"]:
          if (
              "marginal_" + letter in args
              and args["marginal_" + letter]
          ):
              trace_spec = None
              axis_map = dict(
                  xaxis="x1" if letter == "x" else "x2",
                  yaxis="y1" if letter == "y" else "y2",
              )
              if args["marginal_" + letter] == "histogram":
                  trace_spec = TraceSpec(
                      constructor=go.Histogram,
                      attrs=[letter, "marginal_" + letter],
                      trace_patch=dict(
                          opacity=0.5, bingroup=letter, **axis_map
                      ),
                      marginal=letter,
                  )
              elif args["marginal_" + letter] == "violin":
                  trace_spec = TraceSpec(
                      constructor=go.Violin,
                      attrs=[letter, "hover_name", "hover_data"],
                      trace_patch=dict(scalegroup=letter),
                      marginal=letter,
                  )
              elif args["marginal_" + letter] == "box":
                  trace_spec = TraceSpec(
                      constructor=go.Box,
                      attrs=[letter, "hover_name", "hover_data"],
                      trace_patch=dict(notched=True),
                      marginal=letter,
                  )
              elif args["marginal_" + letter] == "rug":
                  symbols = {"x": "line-ns-open", "y": "line-ew-open"}
                  trace_spec = TraceSpec(
                      constructor=go.Box,
                      attrs=[letter, "hover_name", "hover_data"],
                      trace_patch=dict(
                          fillcolor="rgba(255,255,255,0)",
                          line={"color": "rgba(255,255,255,0)"},
                          boxpoints="all",
                          jitter=0,
                          hoveron="points",
                          marker={"symbol": symbols[letter]},
                      ),
                      marginal=letter,
                  )
              if "color" in attrs or "color" not in args:
                  if "marker" not in trace_spec.trace_patch:
                      trace_spec.trace_patch["marker"] = dict()
                  first_default_color = args["color_continuous_scale"][
                      0
                  ]
                  trace_spec.trace_patch["marker"][
                      "color"
                  ] = first_default_color
              result.append(trace_spec)
  
      # Add trendline trace specifications
      if (
          args.get("trendline")
          and args.get("trendline_scope", "trace") == "trace"
      ):
          result.append(make_trendline_spec(args, constructor))
      return result
  
imports: import plotly.graph_objs
  import plotly.io
  from collections import namedtuple, OrderedDict
  from ._special_inputs import IdentityMap, Constant, Range
  from .trendline_functions import ols, lowess, rolling, expanding, ewm
  from _plotly_utils.basevalidators import ColorscaleValidator
  from plotly.colors import qualitative, sequential
  import math
  from packaging import version
  import pandas
  import numpy
  from plotly._subplots import make_subplots, _set_trace_grid_reference, _subplot_type_for_trace_type
label_desc: Use image node_id 19 for calling a global function with example usage: make_trace_spec(args, constructor, attrs, trace_patch) and returns: result