def update_delta()

in datasets/ClassPrioritySampler.py [0:0]


    def update_delta(self, pointer, delta):
        assert pointer < self.capacity
        tree_idx = self.pointer_to_treeidx(pointer)
        ratio = 1- self.fixed_weights[pointer] / self.tree[tree_idx]
        # delta *= ratio
        if self.alpha != 1:
            # Update delta
            if self.tree[tree_idx] < 0 or \
                np.power(self.tree[tree_idx], 1/self.alpha) + delta < 0:
                import pdb; pdb.set_trace()
            delta = np.power(np.power(self.tree[tree_idx], 1/self.alpha) + delta,
                             self.alpha) \
                  - self.tree[tree_idx]
        self.tree[tree_idx] += delta
        while tree_idx != 0:
            tree_idx = (tree_idx - 1) // 2
            self.tree[tree_idx] += delta