feat: added more graph tests

This commit is contained in:
Gabriel Almeida 2023-03-24 11:29:58 -03:00
commit b4963572b0
2 changed files with 74 additions and 9 deletions

View file

@ -1,7 +1,7 @@
import json
from langflow.utils.graph import Graph
from langflow.utils.graph import Edge, Graph, Node
import pytest
from langflow.utils.payload import get_root_node
from langflow.utils.payload import build_json, get_root_node
# Test cases for the graph module
@ -70,3 +70,68 @@ def test_get_node_neighbors():
for neighbor, val in chain_neighbors.items()
if val
)
def test_get_node():
"""Test getting a single node"""
graph = get_graph()
node_id = graph.nodes[0].id
node = graph.get_node(node_id)
assert isinstance(node, Node)
assert node.id == node_id
def test_build_nodes():
"""Test building nodes"""
graph = get_graph()
assert len(graph.nodes) == len(graph._nodes)
for node in graph.nodes:
assert isinstance(node, Node)
def test_build_edges():
"""Test building edges"""
graph = get_graph()
assert len(graph.edges) == len(graph._edges)
for edge in graph.edges:
assert isinstance(edge, Edge)
assert isinstance(edge.source, Node)
assert isinstance(edge.target, Node)
def test_get_root_node():
"""Test getting root node"""
graph = get_graph(basic=True)
assert isinstance(graph, Graph)
root = get_root_node(graph)
assert root is not None
assert isinstance(root, Node)
assert root.data["type"] == "ZeroShotAgent"
# For complex example, the root node is a ZeroShotAgent too
graph = get_graph(basic=False)
assert isinstance(graph, Graph)
root = get_root_node(graph)
assert root is not None
assert isinstance(root, Node)
assert root.data["type"] == "ZeroShotAgent"
def test_build_json():
"""Test building JSON from graph"""
graph = get_graph()
assert isinstance(graph, Graph)
root = get_root_node(graph)
json_data = build_json(root, graph)
assert isinstance(json_data, dict)
assert json_data["_type"] == "zero-shot-react-description"
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 isinstance(json_data["llm_chain"]["prompt"], dict)
assert isinstance(json_data["llm_chain"]["llm"], dict)
assert json_data["llm_chain"]["output_key"] == "text"
assert isinstance(json_data["allowed_tools"], list)
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"])

View file

@ -11,12 +11,12 @@ from langflow.interface.loading import load_langchain_type_from_config
def test_load_flow_from_json():
"""Test loading a flow from a json file"""
loaded = load_flow_from_json(pytest.EXAMPLE_JSON_PATH)
loaded = load_flow_from_json(pytest.BASIC_EXAMPLE_PATH)
assert loaded is not None
def test_extract_json():
with open(pytest.EXAMPLE_JSON_PATH, "r") as f:
with open(pytest.BASIC_EXAMPLE_PATH, "r") as f:
flow_graph = json.load(f)
data_graph = flow_graph["data"]
extracted = extract_json(data_graph)
@ -25,7 +25,7 @@ def test_extract_json():
def test_get_root_node():
with open(pytest.EXAMPLE_JSON_PATH, "r") as f:
with open(pytest.BASIC_EXAMPLE_PATH, "r") as f:
flow_graph = json.load(f)
data_graph = flow_graph["data"]
nodes = data_graph["nodes"]
@ -38,7 +38,7 @@ def test_get_root_node():
def test_build_json():
with open(pytest.EXAMPLE_JSON_PATH, "r") as f:
with open(pytest.BASIC_EXAMPLE_PATH, "r") as f:
flow_graph = json.load(f)
data_graph = flow_graph["data"]
nodes = data_graph["nodes"]
@ -51,7 +51,7 @@ def test_build_json():
def test_build_json_missing_child():
with open(pytest.EXAMPLE_JSON_PATH, "r") as f:
with open(pytest.BASIC_EXAMPLE_PATH, "r") as f:
flow_graph = json.load(f)
data_graph = flow_graph["data"]
nodes = data_graph["nodes"]
@ -76,7 +76,7 @@ def test_build_json_no_nodes():
def test_build_json_invalid_edge():
with open(pytest.EXAMPLE_JSON_PATH, "r") as f:
with open(pytest.BASIC_EXAMPLE_PATH, "r") as f:
flow_graph = json.load(f)
data_graph = flow_graph["data"]
nodes = data_graph["nodes"]
@ -92,7 +92,7 @@ def test_build_json_invalid_edge():
def test_load_langchain_type_from_config():
with open(pytest.EXAMPLE_JSON_PATH, "r") as f:
with open(pytest.BASIC_EXAMPLE_PATH, "r") as f:
flow_graph = json.load(f)
data_graph = flow_graph["data"]
extracted = extract_json(data_graph)