code: def testPdfOutsideSupport(self):
      def mk_dist(c):
          return dirichlet.Dirichlet(
              c, force_probs_to_zero_outside_support=True
          )
  
      self.assertAllFinite(mk_dist([1.0, 1, 1]).log_prob([1, 0, 0]))
      self.assertAllEqual(
          mk_dist([1.0, 0.9, 1]).log_prob([1, 0, 0]), float("inf")
      )
      self.assertAllEqual(
          mk_dist([1.0, 1, 1]).log_prob([1.0, 0.1, -0.1]), -float("inf")
      )
      self.assertAllEqual(
          mk_dist([1.0, 1.1, 1]).log_prob([0.9, 0, 0.1]), -float("inf")
      )
      self.assertAllFinite(
          mk_dist([4.0, 3, 2]).log_prob([0.7, 0.2, 0.1])
      )
      self.assertAllEqual(
          mk_dist([4.0, 3, 2]).log_prob([0.7, 0.21, 0.1]), -float("inf")
      )
  
imports: import numpy
  from scipy import special
  from scipy import stats
  import tensorflow.compat.v2
  from tensorflow_probability.python.bijectors import exp
  from tensorflow_probability.python.distributions import dirichlet
  from tensorflow_probability.python.distributions import kullback_leibler
  from tensorflow_probability.python.internal import test_util
  from tensorflow_probability.python.math import gradient
  from tensorflow_probability.python.util import deferred_tensor
label_desc: Use image node_id 26 for calling the DirichletTest obj's underlying member method code with example usage: obj.testPdfOutsideSupport() and returns: dirichlet