class_docstr: Test ``qml.qjit`` with Catalyst's grad operations
class_docstr_tok: ["Test","``","qml.qjit","``","with","Catalyst","'s","grad","operations"]
docstr: Test the Jacobian transformation with 'auto'.
docstr_tok: ["Test","the","Jacobian","transformation","with","'auto","'","."]
code: def test_jacobian_auto(self):
      """Test the Jacobian transformation with 'auto'."""
      dev = qml.device("lightning.qubit", wires=1)
  
      def workflow(x):
          @qml.qnode(dev)
          def circuit(x):
              qml.RX(jnp.pi * x[0], wires=0)
              qml.RY(x[1], wires=0)
              return qml.probs()
  
          g = qml.jacobian(circuit)
          return g(x)
  
      reference = workflow(np.array([2.0, 1.0]))
      result = qml.qjit(workflow)(jnp.array([2.0, 1.0]))
  
      assert jnp.allclose(result, reference)
  
imports: from unittest.mock import patch
  import pytest
  import pennylane
  from pennylane.compiler.compiler import CompileError
  from pennylane import numpy
  from jax import numpy
  from jax.core import ShapedArray
label_desc: Use image node_id 6 for calling the TestCatalystGrad obj's underlying member method code with example usage: obj.test_jacobian_auto() and returns: g, qml