text: #!/usr/bin/env python
  
  # BSD 3-Clause License; see https://github.com/scikit-hep/aghast/blob/master/LICENSE
  
  from aghast.interface import frombuffer
  from aghast.interface import fromarray
  from aghast.interface import fromfile
  
  
  def to_numpy(obj):
      import aghast._connect._numpy
  
      return aghast._connect._numpy.to_numpy(obj)
  
  
  def from_numpy(obj):
      import aghast._connect._numpy
  
      return aghast._connect._numpy.from_numpy(obj)
  
  
  def to_pandas(obj):
      import aghast._connect._pandas
  
      return aghast._connect._pandas.to_pandas(obj)
  
  
  def from_pandas(obj):
      import aghast._connect._pandas
  
      return aghast._connect._pandas.from_pandas(obj)
  
  
  def to_root(obj, name):
      import aghast._connect._root
  
      return aghast._connect._root.to_root(obj, name)
  
  
  def from_root(obj, collection=False):
      import aghast._connect._root
  
      return aghast._connect._root.from_root(obj, collection=collection)
  
  
  def to_fnalhist(obj):
      import aghast._connect._fnalhist
  
      return aghast._connect._fnalhist.to_fnalhist(obj)
  
  
  def from_fnalhist(obj):
      import aghast._connect._fnalhist
  
      return aghast._connect._fnalhist.from_fnalhist(obj)
  
  
  from aghast.interface import Metadata
  from aghast.interface import Decoration
  from aghast.interface import Buffer
  from aghast.interface import ExternalBuffer
  from aghast.interface import Interpretation
  from aghast.interface import InterpretedBuffer
  from aghast.interface import RawInlineBuffer
  from aghast.interface import RawExternalBuffer
  from aghast.interface import InterpretedInlineBuffer
  from aghast.interface import InterpretedInlineInt64Buffer
  from aghast.interface import InterpretedInlineFloat64Buffer
  from aghast.interface import InterpretedExternalBuffer
  from aghast.interface import StatisticFilter
  from aghast.interface import Moments
  from aghast.interface import Extremes
  from aghast.interface import Quantiles
  from aghast.interface import Modes
  from aghast.interface import Statistics
  from aghast.interface import Covariance
  from aghast.interface import BinLocation
  from aghast.interface import IntegerBinning
  from aghast.interface import RealInterval
  from aghast.interface import RealOverflow
  from aghast.interface import RegularBinning
  from aghast.interface import HexagonalBinning
  from aghast.interface import EdgesBinning
  from aghast.interface import IrregularBinning
  from aghast.interface import CategoryBinning
  from aghast.interface import SparseRegularBinning
  from aghast.interface import FractionBinning
  from aghast.interface import PredicateBinning
  from aghast.interface import Assignment
  from aghast.interface import Variation
  from aghast.interface import VariationBinning
  from aghast.interface import Axis
  from aghast.interface import Profile
  from aghast.interface import UnweightedCounts
  from aghast.interface import WeightedCounts
  from aghast.interface import Parameter
  from aghast.interface import ParameterizedFunction
  from aghast.interface import EvaluatedFunction
  from aghast.interface import BinnedEvaluatedFunction
  from aghast.interface import Histogram
  from aghast.interface import Page
  from aghast.interface import ColumnChunk
  from aghast.interface import Chunk
  from aghast.interface import Column
  from aghast.interface import NtupleInstance
  from aghast.interface import Ntuple
  from aghast.interface import Collection
  