in gym/spaces/graph.py [0:0]
def contains(self, x: GraphInstance) -> bool:
"""Return boolean specifying if x is a valid member of this space."""
if isinstance(x, GraphInstance):
# Checks the nodes
if isinstance(x.nodes, np.ndarray):
if all(node in self.node_space for node in x.nodes):
# Check the edges and edge links which are optional
if isinstance(x.edges, np.ndarray) and isinstance(
x.edge_links, np.ndarray
):
assert x.edges is not None
assert x.edge_links is not None
if self.edge_space is not None:
if all(edge in self.edge_space for edge in x.edges):
if np.issubdtype(x.edge_links.dtype, np.integer):
if x.edge_links.shape == (len(x.edges), 2):
if np.all(
np.logical_and(
x.edge_links >= 0,
x.edge_links < len(x.nodes),
)
):
return True
else:
return x.edges is None and x.edge_links is None
return False