Add tests to run endpoint

This commit is contained in:
Gabriel Luiz Freitas Almeida 2024-03-22 12:38:37 -03:00
commit 80aec70ac4
7 changed files with 175 additions and 109 deletions

View file

@ -1,14 +1,12 @@
import time
from uuid import uuid4
import pytest
from fastapi import status
from fastapi.testclient import TestClient
from langflow.interface.custom.directory_reader.directory_reader import DirectoryReader
from langflow.services.auth.utils import get_password_hash
from langflow.services.database.models.api_key.model import ApiKey
from langflow.services.database.utils import session_getter
from langflow.services.deps import get_db_service, get_settings_service
from langflow.services.deps import get_settings_service
from langflow.template.frontend_node.chains import TimeTravelGuideChainNode
@ -112,25 +110,6 @@ PROMPT_REQUEST = {
}
@pytest.fixture
def created_api_key(active_user):
hashed = get_password_hash("random_key")
api_key = ApiKey(
name="test_api_key",
user_id=active_user.id,
api_key="random_key",
hashed_api_key=hashed,
)
db_manager = get_db_service()
with session_getter(db_manager) as session:
if existing_api_key := session.query(ApiKey).filter(ApiKey.api_key == api_key.api_key).first():
return existing_api_key
session.add(api_key)
session.commit()
session.refresh(api_key)
return api_key
# def test_process_flow_invalid_api_key(client, flow, monkeypatch):
# # Mock de process_graph_cached
# from langflow.api.v1 import endpoints
@ -452,18 +431,24 @@ def test_successful_run(client, starter_project, created_api_key):
assert response.status_code == status.HTTP_200_OK, response.text
# Add more assertions here to validate the response content
json_response = response.json()
assert "session_id" in json_response
assert "outputs" in json_response
outer_outputs = json_response["outputs"]
assert len(outer_outputs) == 1
outputs = outer_outputs[0]
assert len(outputs) == 2
keys = ["results", "artifacts", "messages"]
for output in outputs:
assert all(key in output for key in keys)
output = outputs[0]
result = output["results"]["result"]
assert result == "Write a press release \n\n- Cars\n- Bottle\n\n\nAnswer:\n\n"
assert "session_id" in json_response
outputs_dict = outer_outputs[0]
assert len(outputs_dict) == 2
assert "inputs" in outputs_dict
assert "outputs" in outputs_dict
assert outputs_dict.get("inputs") == {"input_value": ""}
assert isinstance(outputs_dict.get("outputs"), list)
assert len(outputs_dict.get("outputs")) == 2
ids = [output.get("component_id") for output in outputs_dict.get("outputs")]
assert all([id in ids for id in ["TextOutput-fTp5e", "ChatOutput-AVN8s"]])
display_names = [output.get("component_display_name") for output in outputs_dict.get("outputs")]
assert all([name in display_names for name in ["Prompt Output", "Chat Output"]])
inner_results = [output.get("results").get("result") for output in outputs_dict.get("outputs")]
expected_results = ["Write a press release \n\n- Cars\n- Bottle\n\n\nAnswer:\n\n", ""]
assert all([result in inner_results for result in expected_results])
def test_run_with_inputs_and_outputs(client, starter_project, created_api_key):
@ -484,3 +469,89 @@ def test_invalid_flow_id(client, created_api_key):
response = client.post(f"/api/v1/run/{flow_id}", headers=headers)
assert response.status_code == status.HTTP_404_NOT_FOUND
# Check if the error detail is as expected
def test_run_flow_with_caching_success(client: TestClient, starter_project, created_api_key):
flow_id = starter_project["id"]
headers = {"x-api-key": created_api_key.api_key}
payload = {
"inputs": [
{"components": ["component1"], "input_value": "value1"},
{"components": ["component3"], "input_value": "value2"},
],
"outputs": ["Component Name", "component_id"],
"tweaks": {
"parameter_name": "value",
"Component Name": {"parameter_name": "value"},
"component_id": {"parameter_name": "value"},
},
"stream": False,
}
response = client.post(f"/api/v1/run/{flow_id}", json=payload, headers=headers)
assert response.status_code == status.HTTP_200_OK
data = response.json()
assert "outputs" in data
assert "session_id" in data
def test_run_flow_with_caching_invalid_flow_id(client: TestClient, created_api_key):
invalid_flow_id = uuid4()
headers = {"x-api-key": created_api_key.api_key}
payload = {"inputs": [], "outputs": [], "tweaks": {}, "stream": False}
response = client.post(f"/api/v1/run/{invalid_flow_id}", json=payload, headers=headers)
assert response.status_code == status.HTTP_404_NOT_FOUND
data = response.json()
assert "detail" in data
assert f"Flow {invalid_flow_id} not found" in data["detail"]
def test_run_flow_with_caching_invalid_input_format(client: TestClient, starter_project, created_api_key):
flow_id = starter_project["id"]
headers = {"x-api-key": created_api_key.api_key}
payload = {"inputs": [{"invalid_key": "value"}], "outputs": [], "tweaks": {}, "stream": False}
# This should raise an http 422 error not validation error
response = client.post(f"/api/v1/run/{flow_id}", json=payload, headers=headers)
assert response.status_code == status.HTTP_422_UNPROCESSABLE_ENTITY
def test_run_flow_with_session_id(client, starter_project, created_api_key):
headers = {"x-api-key": created_api_key.api_key}
flow_id = starter_project["id"]
payload = {
"inputs": [{"components": ["component1"], "input_value": "value1"}],
"outputs": ["Component Name", "component_id"],
"session_id": "test-session-id",
}
response = client.post(f"/api/v1/run/{flow_id}", json=payload, headers=headers)
assert response.status_code == status.HTTP_200_OK
data = response.json()
assert "outputs" in data
assert "session_id" in data
assert data["session_id"] == "test-session-id"
def test_run_flow_with_invalid_session_id(client, starter_project, created_api_key):
headers = {"x-api-key": created_api_key.api_key}
flow_id = starter_project["id"]
payload = {
"inputs": [{"components": ["component1"], "input_value": "value1"}],
"outputs": ["Component Name", "component_id"],
"session_id": "invalid-session-id",
}
response = client.post(f"/api/v1/run/{flow_id}", json=payload, headers=headers)
assert response.status_code == status.HTTP_404_NOT_FOUND
data = response.json()
assert "detail" in data
assert f"Session {payload['session_id']} not found" in data["detail"]
def test_run_flow_with_invalid_tweaks(client, starter_project, created_api_key):
headers = {"x-api-key": created_api_key.api_key}
flow_id = starter_project["id"]
payload = {
"inputs": [{"components": ["component1"], "input_value": "value1"}],
"outputs": ["Component Name", "component_id"],
"tweaks": {"invalid_tweak": "value"},
}
response = client.post(f"/api/v1/run/{flow_id}", json=payload, headers=headers)
assert response.status_code == status.HTTP_200_OK