Files
robertvoy-ComfyUI-Distributed/tests/api/test_usdu_routes.py
T

305 lines
11 KiB
Python

import asyncio
import importlib.util
import io
import sys
import types
import unittest
from dataclasses import dataclass, field
from pathlib import Path
from PIL import Image
class _FakeResponse:
def __init__(self, payload, status=200):
self.payload = payload
self.status = status
class _FakeRequest:
def __init__(self, json_payload=None, post_payload=None, headers=None, query=None):
self._json_payload = json_payload
self._post_payload = post_payload or {}
self.headers = headers or {}
self.query = query or {}
async def json(self):
return self._json_payload
async def post(self):
return self._post_payload
class _Routes:
def post(self, _path):
def _decorator(fn):
return fn
return _decorator
def get(self, _path):
def _decorator(fn):
return fn
return _decorator
def _load_usdu_routes_module():
module_path = Path(__file__).resolve().parents[2] / "api" / "usdu_routes.py"
package_name = "dist_api_usdu_testpkg"
for mod_name in list(sys.modules):
if mod_name == package_name or mod_name.startswith(f"{package_name}."):
del sys.modules[mod_name]
root_pkg = types.ModuleType(package_name)
root_pkg.__path__ = []
sys.modules[package_name] = root_pkg
api_pkg = types.ModuleType(f"{package_name}.api")
api_pkg.__path__ = []
sys.modules[f"{package_name}.api"] = api_pkg
upscale_pkg = types.ModuleType(f"{package_name}.upscale")
upscale_pkg.__path__ = []
sys.modules[f"{package_name}.upscale"] = upscale_pkg
utils_pkg = types.ModuleType(f"{package_name}.utils")
utils_pkg.__path__ = []
sys.modules[f"{package_name}.utils"] = utils_pkg
prompt_server_holder = {
"value": types.SimpleNamespace(
distributed_tile_jobs_lock=asyncio.Lock(),
distributed_pending_tile_jobs={},
)
}
created_aiohttp_stub = False
if "aiohttp" not in sys.modules:
created_aiohttp_stub = True
aiohttp_module = types.ModuleType("aiohttp")
aiohttp_module.web = types.SimpleNamespace(
json_response=lambda payload, status=200: _FakeResponse(payload, status=status)
)
sys.modules["aiohttp"] = aiohttp_module
server_module = types.ModuleType("server")
server_module.PromptServer = types.SimpleNamespace(instance=types.SimpleNamespace(routes=_Routes()))
sys.modules["server"] = server_module
logging_module = types.ModuleType(f"{package_name}.utils.logging")
logging_module.debug_log = lambda *_args, **_kwargs: None
sys.modules[f"{package_name}.utils.logging"] = logging_module
network_module = types.ModuleType(f"{package_name}.utils.network")
async def _handle_api_error(_request, error, status=500):
return _FakeResponse({"status": "error", "message": str(error)}, status=status)
network_module.handle_api_error = _handle_api_error
sys.modules[f"{package_name}.utils.network"] = network_module
job_store_module = types.ModuleType(f"{package_name}.upscale.job_store")
job_store_module.MAX_PAYLOAD_SIZE = 1024
job_store_module.ensure_tile_jobs_initialized = lambda: prompt_server_holder["value"]
sys.modules[f"{package_name}.upscale.job_store"] = job_store_module
job_models_module = types.ModuleType(f"{package_name}.upscale.job_models")
class BaseJobState:
pass
@dataclass
class TileJobState(BaseJobState):
multi_job_id: str
mode: str = field(default="static", init=False)
queue: asyncio.Queue = field(default_factory=asyncio.Queue)
pending_tasks: asyncio.Queue = field(default_factory=asyncio.Queue)
completed_tasks: dict = field(default_factory=dict)
worker_status: dict = field(default_factory=dict)
assigned_to_workers: dict = field(default_factory=dict)
batch_size: int = 0
num_tiles_per_image: int = 0
batched_static: bool = False
@dataclass
class ImageJobState(BaseJobState):
multi_job_id: str
mode: str = field(default="dynamic", init=False)
queue: asyncio.Queue = field(default_factory=asyncio.Queue)
pending_images: asyncio.Queue = field(default_factory=asyncio.Queue)
completed_images: dict = field(default_factory=dict)
worker_status: dict = field(default_factory=dict)
assigned_to_workers: dict = field(default_factory=dict)
batch_size: int = 0
num_tiles_per_image: int = 0
batched_static: bool = False
@property
def pending_tasks(self):
return self.pending_images
@property
def completed_tasks(self):
return self.completed_images
job_models_module.BaseJobState = BaseJobState
job_models_module.TileJobState = TileJobState
job_models_module.ImageJobState = ImageJobState
sys.modules[f"{package_name}.upscale.job_models"] = job_models_module
parsers_module = types.ModuleType(f"{package_name}.upscale.payload_parsers")
parsers_module._parse_tiles_from_form = lambda _data: []
sys.modules[f"{package_name}.upscale.payload_parsers"] = parsers_module
spec = importlib.util.spec_from_file_location(f"{package_name}.api.usdu_routes", module_path)
module = importlib.util.module_from_spec(spec)
assert spec is not None and spec.loader is not None
spec.loader.exec_module(module)
if created_aiohttp_stub:
sys.modules.pop("aiohttp", None)
module.web = types.SimpleNamespace(
json_response=lambda payload, status=200: _FakeResponse(payload, status=status)
)
module._prompt_server_holder = prompt_server_holder
module._TileJobState = TileJobState
module._ImageJobState = ImageJobState
return module
usdu_routes = _load_usdu_routes_module()
class _UploadField:
def __init__(self, data):
self.file = io.BytesIO(data)
def _tiny_png_bytes():
image = Image.new("RGB", (1, 1), (255, 0, 0))
buf = io.BytesIO()
image.save(buf, format="PNG")
return buf.getvalue()
class USDURoutesTests(unittest.IsolatedAsyncioTestCase):
async def asyncSetUp(self):
usdu_routes._prompt_server_holder["value"] = types.SimpleNamespace(
distributed_tile_jobs_lock=asyncio.Lock(),
distributed_pending_tile_jobs={},
)
async def test_heartbeat_updates_worker_status(self):
prompt_server = usdu_routes._prompt_server_holder["value"]
job_data = usdu_routes._TileJobState("job-1")
prompt_server.distributed_pending_tile_jobs["job-1"] = job_data
request = _FakeRequest(json_payload={"worker_id": "worker-a", "multi_job_id": "job-1"})
response = await usdu_routes.heartbeat_endpoint(request)
self.assertEqual(response.status, 200)
self.assertEqual(response.payload.get("status"), "success")
self.assertIn("worker-a", job_data.worker_status)
async def test_heartbeat_missing_fields_returns_400(self):
request = _FakeRequest(json_payload={"worker_id": "worker-a"})
response = await usdu_routes.heartbeat_endpoint(request)
self.assertEqual(response.status, 400)
self.assertIn("missing", response.payload.get("message", "").lower())
async def test_request_image_dynamic_assigns_next_image(self):
prompt_server = usdu_routes._prompt_server_holder["value"]
job_data = usdu_routes._ImageJobState("job-2")
await job_data.pending_images.put(7)
prompt_server.distributed_pending_tile_jobs["job-2"] = job_data
request = _FakeRequest(json_payload={"worker_id": "worker-a", "multi_job_id": "job-2"})
response = await usdu_routes.request_image_endpoint(request)
self.assertEqual(response.status, 200)
self.assertEqual(response.payload.get("image_idx"), 7)
self.assertEqual(response.payload.get("estimated_remaining"), 0)
self.assertEqual(job_data.assigned_to_workers["worker-a"], [7])
self.assertIn("worker-a", job_data.worker_status)
async def test_request_image_static_assigns_tile_and_batched_flag(self):
prompt_server = usdu_routes._prompt_server_holder["value"]
job_data = usdu_routes._TileJobState("job-3")
job_data.batched_static = True
await job_data.pending_tasks.put(4)
prompt_server.distributed_pending_tile_jobs["job-3"] = job_data
request = _FakeRequest(json_payload={"worker_id": "worker-a", "multi_job_id": "job-3"})
response = await usdu_routes.request_image_endpoint(request)
self.assertEqual(response.status, 200)
self.assertEqual(response.payload.get("tile_idx"), 4)
self.assertTrue(response.payload.get("batched_static"))
self.assertEqual(job_data.assigned_to_workers["worker-a"], [4])
async def test_submit_tiles_completion_signal_enqueues_last_marker(self):
prompt_server = usdu_routes._prompt_server_holder["value"]
job_data = usdu_routes._TileJobState("job-4")
prompt_server.distributed_pending_tile_jobs["job-4"] = job_data
request = _FakeRequest(
post_payload={
"multi_job_id": "job-4",
"worker_id": "worker-a",
"batch_size": "0",
"is_last": "true",
},
headers={"content-length": "128"},
)
response = await usdu_routes.submit_tiles_endpoint(request)
self.assertEqual(response.status, 200)
queued = await job_data.queue.get()
self.assertEqual(queued["worker_id"], "worker-a")
self.assertTrue(queued["is_last"])
self.assertEqual(queued["tiles"], [])
async def test_submit_image_enqueues_processed_image_payload(self):
prompt_server = usdu_routes._prompt_server_holder["value"]
job_data = usdu_routes._ImageJobState("job-5")
prompt_server.distributed_pending_tile_jobs["job-5"] = job_data
request = _FakeRequest(
post_payload={
"multi_job_id": "job-5",
"worker_id": "worker-a",
"image_idx": "2",
"full_image": _UploadField(_tiny_png_bytes()),
"is_last": "false",
},
headers={"content-length": "256"},
)
response = await usdu_routes.submit_image_endpoint(request)
self.assertEqual(response.status, 200)
queued = await job_data.queue.get()
self.assertEqual(queued["worker_id"], "worker-a")
self.assertEqual(queued["image_idx"], 2)
self.assertIn("image", queued)
async def test_job_status_endpoint_reports_ready(self):
prompt_server = usdu_routes._prompt_server_holder["value"]
prompt_server.distributed_pending_tile_jobs["job-6"] = usdu_routes._TileJobState("job-6")
request = _FakeRequest(query={"multi_job_id": "job-6"})
response = await usdu_routes.job_status_endpoint(request)
self.assertEqual(response.status, 200)
self.assertTrue(response.payload.get("ready"))
if __name__ == "__main__":
unittest.main()