From ac9bf1a55a9cb60afb12d36e35834f065c521bf3 Mon Sep 17 00:00:00 2001 From: Sivanantham <90966311+sivanantha321@users.noreply.github.com> Date: Wed, 17 Apr 2024 06:29:00 +0530 Subject: [PATCH] [release-0.12] Update fastapi to 0.109.1 and Support ray 2.10 (#3609) * CVE-2024-24762 - update fastapi to 0.109.1 chore: Fix [CVE-2024-24762](https://www.cve.org/CVERecord?id=CVE-2024-24762) - fastapi Regular Expression Denial of Service (ReDoS) Plus, update Ray to 2.10 to allow updating fastapi. On previous versions of Ray the fastapi version was pinned, which was preventing the fastapi version update. use the new handle api: From Ray Serve docs: Ray 2.7 introduces a new {mod}`DeploymentHandle ` API that will replace the existing `RayServeHandle` and `RayServeSyncHandle` APIs. Signed-off-by: Spolti Signed-off-by: Sivanantham Chinnaiyan * add link to about the RayServeHandle deprecation Signed-off-by: Spolti Signed-off-by: Sivanantham Chinnaiyan * restrict pydantic version <1,>2 Signed-off-by: Sivanantham Chinnaiyan --------- Signed-off-by: Spolti Signed-off-by: Sivanantham Chinnaiyan Co-authored-by: Spolti --- python/aiffairness/poetry.lock | 1812 ++++++------ python/alibiexplainer/poetry.lock | 2481 ++++++++--------- python/artexplainer/poetry.lock | 2314 ++++++++------- python/custom_model/poetry.lock | 1965 ++++++------- python/custom_tokenizer/poetry.lock | 1512 +++++----- python/custom_transformer/poetry.lock | 1977 ++++++------- python/huggingfaceserver/poetry.lock | 1380 ++++----- python/kserve/kserve/model_repository.py | 10 +- python/kserve/kserve/model_server.py | 28 +- python/kserve/kserve/protocol/dataplane.py | 21 +- python/kserve/poetry.lock | 1664 +++++------ python/kserve/pyproject.toml | 9 +- python/lgbserver/poetry.lock | 1970 ++++++------- python/paddleserver/poetry.lock | 2030 +++++++------- python/pmmlserver/poetry.lock | 2080 +++++++------- python/sklearnserver/poetry.lock | 1962 ++++++------- .../graph/error_404_isvc/poetry.lock | 1837 ++++++------ .../graph/success_200_isvc/poetry.lock | 1837 ++++++------ python/xgbserver/poetry.lock | 1980 ++++++------- 19 files changed, 14794 insertions(+), 14075 deletions(-) diff --git a/python/aiffairness/poetry.lock b/python/aiffairness/poetry.lock index 4784b6d516..263dd63177 100644 --- a/python/aiffairness/poetry.lock +++ b/python/aiffairness/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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@@ -30,7 +30,7 @@ class ModelRepository: """ def __init__(self, models_dir: str = MODEL_MOUNT_DIRS): - self.models: Dict[str, Union[Model, RayServeHandle]] = {} + self.models: Dict[str, Union[Model, DeploymentHandle]] = {} self.models_dir = models_dir def load_models(self): @@ -42,10 +42,10 @@ def load_models(self): def set_models_dir(self, models_dir): # used for unit tests self.models_dir = models_dir - def get_model(self, name: str) -> Optional[Union[Model, RayServeHandle]]: + def get_model(self, name: str) -> Optional[Union[Model, DeploymentHandle]]: return self.models.get(name, None) - def get_models(self) -> Dict[str, Union[Model, RayServeHandle]]: + def get_models(self) -> Dict[str, Union[Model, DeploymentHandle]]: return self.models def is_model_ready(self, name: str): @@ -61,7 +61,7 @@ def is_model_ready(self, name: str): def update(self, model: Model): self.models[model.name] = model - def update_handle(self, name: str, model_handle: RayServeHandle): + def update_handle(self, name: str, model_handle: DeploymentHandle): self.models[name] = model_handle def load(self, name: str) -> bool: diff --git a/python/kserve/kserve/model_server.py b/python/kserve/kserve/model_server.py index 3e04883a10..92b993e3ed 100644 --- a/python/kserve/kserve/model_server.py +++ b/python/kserve/kserve/model_server.py @@ -24,7 +24,7 @@ from ray import serve as rayserve from ray.serve.api import Deployment -from ray.serve.handle import RayServeHandle +from ray.serve.handle import DeploymentHandle from .logging import KSERVE_LOG_CONFIG, logger from .model import Model @@ -48,8 +48,8 @@ help="The number of uvicorn workers for multi-processing.") parser.add_argument("--max_threads", default=4, type=int, help="The max number of gRPC processing threads.") -parser.add_argument('--max_asyncio_workers', default=None, type=int, - help='The max number of asyncio workers to spawn.') +parser.add_argument("--max_asyncio_workers", default=None, type=int, + help="The max number of asyncio workers to spawn.") parser.add_argument("--enable_grpc", default=True, type=lambda x: utils.strtobool(x), help="Enable gRPC for the model server.") parser.add_argument("--enable_docs_url", default=False, type=lambda x: utils.strtobool(x), @@ -227,6 +227,9 @@ async def servers_task(): async def stop(self, sig: Optional[int] = None): """ Stop the instances of REST and gRPC model servers. + + Args: + sig: The signal to stop the server. Default: ``None``. """ logger.info("Stopping the model server") if self._rest_server: @@ -237,8 +240,7 @@ async def stop(self, sig: Optional[int] = None): await self._grpc_server.stop(sig) def register_exception_handler(self, handler: Callable[[asyncio.events.AbstractEventLoop, Dict[str, Any]], None]): - """ - Add a custom handler as the event loop exception handler. + """Add a custom handler as the event loop exception handler. If a handler is not provided, the default exception handler will be set. @@ -249,8 +251,7 @@ def register_exception_handler(self, handler: Callable[[asyncio.events.AbstractE self._custom_exception_handler = handler def default_exception_handler(self, loop: asyncio.events.AbstractEventLoop, context: Dict[str, Any]): - """ - Default exception handler for event loop. + """Default exception handler for event loop. This is called when an exception occurs and no exception handler is set. By default, this will shut down the server gracefully. @@ -261,11 +262,22 @@ def default_exception_handler(self, loop: asyncio.events.AbstractEventLoop, cont loop.run_until_complete(self.stop()) loop.default_exception_handler(context) - def register_model_handle(self, name: str, model_handle: RayServeHandle): + def register_model_handle(self, name: str, model_handle: DeploymentHandle): + """Register a model handle to the model server. + + Args: + name: The name of the model handle. + model_handle: The model handle object. + """ self.registered_models.update_handle(name, model_handle) logger.info("Registering model handle: %s", name) def register_model(self, model: Model): + """Register a model to the model server. + + Args: + model: The model object. + """ if not model.name: raise Exception( "Failed to register model, model.name must be provided.") diff --git a/python/kserve/kserve/protocol/dataplane.py b/python/kserve/kserve/protocol/dataplane.py index 5c3881c807..f32a39dc72 100644 --- a/python/kserve/kserve/protocol/dataplane.py +++ b/python/kserve/kserve/protocol/dataplane.py @@ -17,10 +17,10 @@ import cloudevents.exceptions as ce import orjson -import ray + from cloudevents.http import CloudEvent, from_http from cloudevents.sdk.converters.util import has_binary_headers -from ray.serve.handle import RayServeHandle, RayServeSyncHandle, DeploymentHandle +from ray.serve.handle import DeploymentHandle from .rest.v2_datamodels import GenerateRequest, GenerateResponse from ..model import Model @@ -39,7 +39,9 @@ # RayServeSyncHandle has been the return type of serve.run since Ray 2.5. # DeploymentHandle will be the new return type (still under feature flag in Ray 2.7). # ref https://github.com/ray-project/ray/pull/37817 -ModelHandleType = Union[Model, RayServeHandle, RayServeSyncHandle, DeploymentHandle] +# On Ray 2.10, it now returns DeploymentHandle: +# https://docs.ray.io/en/latest/serve/api/index.html#deployment-handles +ModelHandleType = Union[Model, DeploymentHandle] class DataPlane: @@ -170,10 +172,7 @@ async def model_metadata(self, model_name: str) -> Dict: # TODO: model versioning is not supported yet model = self.get_model_from_registry(model_name) - if isinstance(model, RayServeSyncHandle): - input_types = ray.get(model.get_input_types.remote()) - output_types = ray.get(model.get_output_types.remote()) - elif isinstance(model, (RayServeHandle, DeploymentHandle)): + if isinstance(model, DeploymentHandle): input_types = await model.get_input_types.remote() output_types = await model.get_output_types.remote() else: @@ -316,9 +315,7 @@ async def infer( """ # call model locally or remote model workers model = self.get_model(model_name) - if isinstance(model, RayServeSyncHandle): - response = ray.get(model.remote(request, headers=headers)) - elif isinstance(model, (RayServeHandle, DeploymentHandle)): + if isinstance(model, DeploymentHandle): response = await model.remote(request, headers=headers) else: response = await model(request, headers=headers) @@ -367,9 +364,7 @@ async def explain(self, model_name: str, """ # call model locally or remote model workers model = self.get_model(model_name) - if isinstance(model, RayServeSyncHandle): - response = ray.get(model.remote(request, verb=InferenceVerb.EXPLAIN)) - elif isinstance(model, (RayServeHandle, DeploymentHandle)): + if isinstance(model, DeploymentHandle): response = await model.remote(request, verb=InferenceVerb.EXPLAIN) else: response = await model(request, verb=InferenceVerb.EXPLAIN) diff --git a/python/kserve/poetry.lock b/python/kserve/poetry.lock index 49d82ae4b4..daebb5ba87 100644 --- a/python/kserve/poetry.lock +++ b/python/kserve/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. [[package]] name = "aiohttp" @@ -110,17 +110,6 @@ files = [ [package.dependencies] aiohttp = ">=1.1" -[[package]] -name = "aiorwlock" -version = "1.3.0" -description = "Read write lock for asyncio." -optional = false -python-versions = ">=3.7.0" -files = [ - {file = "aiorwlock-1.3.0-py3-none-any.whl", hash = "sha256:45baf8e4fa9a23e0bb325fbd67da80de1fd7ae1d4f59a6381754c60cec7b289b"}, - {file = "aiorwlock-1.3.0.tar.gz", hash = "sha256:83f12d87df4b9728a0b8fda1756585ab0d652b107bab59c6084e1b1ad692ab45"}, -] - [[package]] name = "aiosignal" version = "1.3.1" @@ -135,26 +124,15 @@ files = [ [package.dependencies] frozenlist = ">=1.1.0" -[[package]] -name = "ansicon" -version = "1.89.0" -description = "Python wrapper for loading Jason Hood's ANSICON" -optional = false -python-versions = "*" -files = [ - {file = "ansicon-1.89.0-py2.py3-none-any.whl", hash = "sha256:f1def52d17f65c2c9682cf8370c03f541f410c1752d6a14029f97318e4b9dfec"}, - {file = "ansicon-1.89.0.tar.gz", hash = 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