feat: added edge validation

This commit is contained in:
Gabriel Almeida 2023-03-24 18:48:03 -03:00
commit cccbeeb4d2
4 changed files with 173 additions and 119 deletions

View file

@ -28,7 +28,7 @@ def test_get_nodes_with_target():
assert connected_nodes is not None
def test_get_node_neighbors():
def test_get_node_neighbors_basic():
"""Test getting node neighbors"""
graph = get_graph(basic=True)
@ -72,6 +72,46 @@ def test_get_node_neighbors():
)
def test_get_node_neighbors_complex():
"""Test getting node neighbors"""
graph = get_graph(basic=False)
assert isinstance(graph, Graph)
# Get root node
root = get_root_node(graph)
assert root is not None
neighbors = graph.get_node_neighbors(root)
assert neighbors is not None
assert isinstance(neighbors, dict)
# Root Node is an Agent, it requires an LLMChain and tools
# We need to check if there is a Chain in the one of the neighbors'
# data attribute in the type key
assert any(
"Chain" in neighbor.data["type"] for neighbor, val in neighbors.items() if val
)
# assert BaseTool is in the neighbors
assert any(
"BaseTool" in neighbor.data["type"]
for neighbor, val in neighbors.items()
if val
)
# Now on to the BaseTool's neighbors
base_tool = next(
neighbor
for neighbor, val in neighbors.items()
if "BaseTool" in neighbor.data["type"] and val
)
base_tool_neighbors = graph.get_node_neighbors(base_tool)
assert base_tool_neighbors is not None
assert isinstance(base_tool_neighbors, dict)
# Check if there is an ZeroShotAgent in the base_tool's neighbors
assert any(
"ZeroShotAgent" in neighbor.data["type"]
for neighbor, val in base_tool_neighbors.items()
if val
)
def test_get_node():
"""Test getting a single node"""
graph = get_graph()
@ -127,7 +167,7 @@ def test_build_json():
assert isinstance(json_data["llm_chain"], dict)
assert json_data["llm_chain"]["_type"] == "llm_chain"
assert json_data["llm_chain"]["memory"] is None
assert json_data["llm_chain"]["verbose"] is True
assert json_data["llm_chain"]["verbose"] is False
assert isinstance(json_data["llm_chain"]["prompt"], dict)
assert isinstance(json_data["llm_chain"]["llm"], dict)
assert json_data["llm_chain"]["output_key"] == "text"
@ -135,3 +175,11 @@ def test_build_json():
assert all(isinstance(tool, dict) for tool in json_data["allowed_tools"])
assert isinstance(json_data["return_values"], list)
assert all(isinstance(val, str) for val in json_data["return_values"])
def test_validate_edges():
"""Test validating edges"""
graph = get_graph()
assert isinstance(graph, Graph)
# all edges should be valid
assert all(edge.valid for edge in graph.edges)