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178 changes: 178 additions & 0 deletions tests/test_models.py
Original file line number Diff line number Diff line change
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import unittest
import json
from pathlib import Path
from unittest import mock
from pydantic import ValidationError
from python_workflow_definition.models import (
PythonWorkflowDefinitionInputNode,
PythonWorkflowDefinitionOutputNode,
PythonWorkflowDefinitionFunctionNode,
PythonWorkflowDefinitionEdge,
PythonWorkflowDefinitionWorkflow,
INTERNAL_DEFAULT_HANDLE,
)

class TestModels(unittest.TestCase):
def setUp(self):
self.valid_workflow_dict = {
"version": "1.0",
"nodes": [
{"id": 1, "type": "input", "name": "a", "value": 1},
{"id": 2, "type": "function", "value": "math.add"},
{"id": 3, "type": "output", "name": "result"},
],
"edges": [
{"source": 1, "target": 2, "targetPort": "x"},
{"source": 2, "target": 3, "sourcePort": None},
],
}
self.workflow = PythonWorkflowDefinitionWorkflow(**self.valid_workflow_dict)

def test_input_node(self):
node = PythonWorkflowDefinitionInputNode(id=1, type="input", name="test_input")
self.assertEqual(node.id, 1)
self.assertEqual(node.type, "input")
self.assertEqual(node.name, "test_input")
self.assertIsNone(node.value)

node_with_value = PythonWorkflowDefinitionInputNode(
id=2, type="input", name="test_input_2", value=42
)
self.assertEqual(node_with_value.value, 42)

def test_output_node(self):
node = PythonWorkflowDefinitionOutputNode(id=1, type="output", name="test_output")
self.assertEqual(node.id, 1)
self.assertEqual(node.type, "output")
self.assertEqual(node.name, "test_output")

def test_function_node(self):
node = PythonWorkflowDefinitionFunctionNode(
id=1, type="function", value="module.function"
)
self.assertEqual(node.id, 1)
self.assertEqual(node.type, "function")
self.assertEqual(node.value, "module.function")

def test_function_node_invalid_value(self):
with self.assertRaises(ValidationError):
PythonWorkflowDefinitionFunctionNode(id=1, type="function", value="")
with self.assertRaises(ValidationError):
PythonWorkflowDefinitionFunctionNode(id=1, type="function", value="module")
with self.assertRaises(ValidationError):
PythonWorkflowDefinitionFunctionNode(id=1, type="function", value=".function")
with self.assertRaises(ValidationError):
PythonWorkflowDefinitionFunctionNode(id=1, type="function", value="module.")

def test_edge(self):
edge = PythonWorkflowDefinitionEdge(source=1, target=2)
self.assertEqual(edge.source, 1)
self.assertEqual(edge.target, 2)
self.assertIsNone(edge.sourcePort)
self.assertIsNone(edge.targetPort)

edge_with_ports = PythonWorkflowDefinitionEdge(
source=1, sourcePort="out", target=2, targetPort="in"
)
self.assertEqual(edge_with_ports.sourcePort, "out")
self.assertEqual(edge_with_ports.targetPort, "in")

def test_edge_default_source_handle(self):
edge = PythonWorkflowDefinitionEdge(source=1, target=2, sourcePort=None)
self.assertEqual(edge.sourcePort, INTERNAL_DEFAULT_HANDLE)

def test_edge_explicit_default_source_handle(self):
with self.assertRaises(ValidationError):
PythonWorkflowDefinitionEdge(
source=1, target=2, sourcePort=INTERNAL_DEFAULT_HANDLE
)

def test_edge_serialization(self):
edge = PythonWorkflowDefinitionEdge(source=1, target=2, sourcePort=None)
self.assertIsNone(edge.model_dump(mode="json")["sourcePort"])

edge_with_port = PythonWorkflowDefinitionEdge(
source=1, target=2, sourcePort="out"
)
self.assertEqual(edge_with_port.model_dump(mode="json")["sourcePort"], "out")

def test_workflow_model(self):
self.assertEqual(len(self.workflow.nodes), 3)
self.assertEqual(len(self.workflow.edges), 2)
self.assertIsInstance(
self.workflow.nodes[0], PythonWorkflowDefinitionInputNode
)

def test_dump_json(self):
json_str = self.workflow.dump_json()
data = json.loads(json_str)
self.assertEqual(data["version"], self.valid_workflow_dict["version"])
self.assertEqual(len(data["nodes"]), 3)
self.assertEqual(len(data["edges"]), 2)
self.assertIsNone(data["edges"][1]["sourcePort"])

def test_dump_json_file(self):
file_path = Path("test_workflow.json")
if file_path.exists():
file_path.unlink()
self.workflow.dump_json_file(file_path)
self.assertTrue(file_path.exists())
with open(file_path, "r") as f:
data = json.load(f)
self.assertEqual(data["version"], self.valid_workflow_dict["version"])
file_path.unlink()

def test_load_json_str(self):
json_str = self.workflow.dump_json()
loaded_workflow_dict = PythonWorkflowDefinitionWorkflow.load_json_str(json_str)
reloaded_workflow = PythonWorkflowDefinitionWorkflow(**loaded_workflow_dict)
self.assertEqual(reloaded_workflow.edges[1].sourcePort, INTERNAL_DEFAULT_HANDLE)

def test_load_json_str_invalid(self):
with self.assertRaises(ValidationError):
PythonWorkflowDefinitionWorkflow.load_json_str('{"version": "1.0", "nodes": [], "edges": "not_a_list"}')
with self.assertRaises(ValidationError):
PythonWorkflowDefinitionWorkflow.load_json_str('{"version": "1.0", "nodes": []')
with self.assertRaises(ValidationError):
PythonWorkflowDefinitionWorkflow.load_json_str(123)

def test_load_json_file(self):
file_path = Path("test_workflow.json")
self.workflow.dump_json_file(file_path)
loaded_workflow_dict = PythonWorkflowDefinitionWorkflow.load_json_file(file_path)
reloaded_workflow = PythonWorkflowDefinitionWorkflow(**loaded_workflow_dict)
self.assertEqual(reloaded_workflow.edges[1].sourcePort, INTERNAL_DEFAULT_HANDLE)
file_path.unlink()

def test_load_json_file_not_found(self):
with self.assertRaises(FileNotFoundError):
PythonWorkflowDefinitionWorkflow.load_json_file("non_existent_file.json")

def test_load_json_file_invalid_json(self):
file_path = Path("invalid_workflow.json")
with open(file_path, "w") as f:
f.write('{"version": "1.0", "nodes": "invalid"}')
with self.assertRaises(ValidationError):
PythonWorkflowDefinitionWorkflow.load_json_file(file_path)
file_path.unlink()

def test_dump_json_file_io_error(self):
with self.assertRaises(IOError):
self.workflow.dump_json_file("/")

@mock.patch("json.dumps")
def test_dump_json_type_error(self, mock_dumps):
mock_dumps.side_effect = TypeError("test error")
with self.assertRaises(TypeError):
self.workflow.dump_json()

@mock.patch("python_workflow_definition.models.PythonWorkflowDefinitionWorkflow.model_validate_json")
def test_load_json_str_generic_exception(self, mock_validate):
mock_validate.side_effect = Exception("generic error")
with self.assertRaises(Exception) as cm:
PythonWorkflowDefinitionWorkflow.load_json_str('{}')
self.assertEqual(str(cm.exception), "generic error")

def test_load_json_file_io_error(self):
with self.assertRaises(IOError):
PythonWorkflowDefinitionWorkflow.load_json_file("/")
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