From aa3ea7bcf46871675abc3e82ffe1ef85edd037e3 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 16 Apr 2024 09:45:54 +0000 Subject: [PATCH 001/171] build(deps-dev): bump pytest-cases from 3.8.4 to 3.8.5 (#1691) Bumps [pytest-cases](https://github.com/smarie/python-pytest-cases) from 3.8.4 to 3.8.5. - [Release notes](https://github.com/smarie/python-pytest-cases/releases) - [Changelog](https://github.com/smarie/python-pytest-cases/blob/main/docs/changelog.md) - [Commits](https://github.com/smarie/python-pytest-cases/compare/3.8.4...3.8.5) --- updated-dependencies: - dependency-name: pytest-cases dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 8 ++++---- pyproject.toml | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/poetry.lock b/poetry.lock index 4e45923b9..a51c49aa9 100644 --- a/poetry.lock +++ b/poetry.lock @@ -5037,13 +5037,13 @@ testing = ["coverage (>=6.2)", "flaky (>=3.5.0)", "hypothesis (>=5.7.1)", "mypy [[package]] name = "pytest-cases" -version = "3.8.4" +version = "3.8.5" description = "Separate test code from test cases in pytest." optional = false python-versions = "*" files = [ - {file = "pytest-cases-3.8.4.tar.gz", hash = "sha256:b4cec335156f44f3bcfa85e79f2b34b5fa52e6332a8542ddf3e84fa13faacd76"}, - {file = "pytest_cases-3.8.4-py2.py3-none-any.whl", hash = "sha256:d03575a375f953f35ae6840ee35fd1df9f7b6c54194845f81a0fe3d726a395dc"}, + {file = "pytest-cases-3.8.5.tar.gz", hash = "sha256:c92054187847a7d30d8ab6709fb1670a830e4e19234be700c85c96b6d7102c16"}, + {file = "pytest_cases-3.8.5-py2.py3-none-any.whl", hash = "sha256:0c8e3727f6494e65b47321adbd94c767277c7b5de1bd40dd518a13f7443b1fff"}, ] [package.dependencies] @@ -8079,4 +8079,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "37a493ac928b7298acd9a2ed72637a40dd7666f4091f014b988655e08e6f0015" +content-hash = "2513a87aa83f660815ff8f8586ac6e8d00443e8cfcfabdf7292f5c1eeeb27b7f" diff --git a/pyproject.toml b/pyproject.toml index 079f5ed68..55c5a424b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -80,7 +80,7 @@ grpcio-tools = "1.48.2" pytest = "7.4.4" pytest-asyncio = "0.21.1" pytest-mock = "3.12.0" -pytest-cases = "3.8.4" +pytest-cases = "3.8.5" tox = "4.14.2" docker = "7.0.0" aiohttp = "3.9.3" From ed6ef385111b6e31608a41785e94bc2ba4b04a39 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 16 Apr 2024 09:47:43 +0000 Subject: [PATCH 002/171] build(deps): bump scikit-learn in /runtimes/sklearn (#1693) Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.4.1.post1 to 1.4.2. - [Release notes](https://github.com/scikit-learn/scikit-learn/releases) - [Commits](https://github.com/scikit-learn/scikit-learn/compare/1.4.1.post1...1.4.2) --- updated-dependencies: - dependency-name: scikit-learn dependency-type: direct:production update-type: version-update:semver-patch ... 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[Release notes](https://github.com/Lightning-AI/lightning/releases) - [Commits](https://github.com/Lightning-AI/lightning/compare/2.2.1...2.2.2) --- updated-dependencies: - dependency-name: pytorch-lightning dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 14 +++++++------- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 946c69598..6c47c4e53 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -2886,13 +2886,13 @@ files = [ [[package]] name = "pytorch-lightning" -version = "2.2.1" +version = "2.2.2" description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. 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examples = ["gym[classic-control] (>=0.17.0)", "ipython[all] (<8.15.0)", "lightning-utilities (>=0.8.0)", "requests (<2.32.0)", "torchmetrics (>=0.10.0)", "torchvision (>=0.14.0)"] -extra = ["bitsandbytes (==0.41.0)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.26.1)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=12.3.0)", "tensorboardX (>=2.2)"] +extra = ["bitsandbytes (==0.41.0)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.27.7)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=12.3.0)", "tensorboardX (>=2.2)"] strategies = ["deepspeed (>=0.8.2,<=0.9.3)"] test = ["cloudpickle (>=1.3)", "coverage (==7.3.1)", "fastapi", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "uvicorn"] @@ -3939,4 +3939,4 @@ testing = ["coverage (>=5.0.3)", 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[sqlparse](https://github.com/andialbrecht/sqlparse) from 0.4.4 to 0.5.0. - [Changelog](https://github.com/andialbrecht/sqlparse/blob/master/CHANGELOG) - [Commits](https://github.com/andialbrecht/sqlparse/compare/0.4.4...0.5.0) --- updated-dependencies: - dependency-name: sqlparse dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 6c47c4e53..070b60c5f 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -3266,19 +3266,18 @@ sqlcipher = ["sqlcipher3_binary"] [[package]] name = "sqlparse" -version = "0.4.4" +version = "0.5.0" description = "A non-validating SQL parser." optional = false -python-versions = ">=3.5" +python-versions = ">=3.8" files = [ - {file = "sqlparse-0.4.4-py3-none-any.whl", hash = "sha256:5430a4fe2ac7d0f93e66f1efc6e1338a41884b7ddf2a350cedd20ccc4d9d28f3"}, - {file = "sqlparse-0.4.4.tar.gz", hash = "sha256:d446183e84b8349fa3061f0fe7f06ca94ba65b426946ffebe6e3e8295332420c"}, + {file = "sqlparse-0.5.0-py3-none-any.whl", hash = "sha256:c204494cd97479d0e39f28c93d46c0b2d5959c7b9ab904762ea6c7af211c8663"}, + {file = "sqlparse-0.5.0.tar.gz", hash = "sha256:714d0a4932c059d16189f58ef5411ec2287a4360f17cdd0edd2d09d4c5087c93"}, ] [package.extras] -dev = ["build", "flake8"] +dev = ["build", "hatch"] doc = ["sphinx"] -test = ["pytest", "pytest-cov"] [[package]] name = "starlette" From dc93ebad9e989d6718acf6eaf25a7bf85a611669 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 16 Apr 2024 09:48:27 +0000 Subject: [PATCH 005/171] build(deps-dev): bump sqlparse from 0.4.4 to 0.5.0 (#1697) Bumps [sqlparse](https://github.com/andialbrecht/sqlparse) from 0.4.4 to 0.5.0. - [Changelog](https://github.com/andialbrecht/sqlparse/blob/master/CHANGELOG) - [Commits](https://github.com/andialbrecht/sqlparse/compare/0.4.4...0.5.0) --- updated-dependencies: - dependency-name: sqlparse dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/poetry.lock b/poetry.lock index a51c49aa9..bcd1941ce 100644 --- a/poetry.lock +++ b/poetry.lock @@ -6498,19 +6498,18 @@ sqlcipher = ["sqlcipher3_binary"] [[package]] name = "sqlparse" -version = "0.4.4" +version = "0.5.0" description = "A non-validating SQL parser." optional = false -python-versions = ">=3.5" +python-versions = ">=3.8" files = [ - {file = "sqlparse-0.4.4-py3-none-any.whl", hash = "sha256:5430a4fe2ac7d0f93e66f1efc6e1338a41884b7ddf2a350cedd20ccc4d9d28f3"}, - {file = "sqlparse-0.4.4.tar.gz", hash = "sha256:d446183e84b8349fa3061f0fe7f06ca94ba65b426946ffebe6e3e8295332420c"}, + {file = "sqlparse-0.5.0-py3-none-any.whl", hash = "sha256:c204494cd97479d0e39f28c93d46c0b2d5959c7b9ab904762ea6c7af211c8663"}, + {file = "sqlparse-0.5.0.tar.gz", hash = "sha256:714d0a4932c059d16189f58ef5411ec2287a4360f17cdd0edd2d09d4c5087c93"}, ] [package.extras] -dev = ["build", "flake8"] +dev = ["build", "hatch"] doc = ["sphinx"] -test = ["pytest", "pytest-cov"] [[package]] name = "srsly" From c6a9c5d33e62a9347a1f5dc13507f4aac481d5c6 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 16 Apr 2024 11:52:28 +0100 Subject: [PATCH 006/171] build(deps): bump optimum from 1.17.1 to 1.18.1 in /runtimes/huggingface (#1690) Bumps [optimum](https://github.com/huggingface/optimum) from 1.17.1 to 1.18.1. - [Release notes](https://github.com/huggingface/optimum/releases) - [Commits](https://github.com/huggingface/optimum/compare/v1.17.1...v1.18.1) --- updated-dependencies: - dependency-name: optimum dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/huggingface/poetry.lock | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index e6fceb42b..8e9a29afa 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -2308,13 +2308,13 @@ tests = ["pytest", "pytest-cov", "pytest-pep8"] [[package]] name = "optimum" -version = "1.17.1" +version = "1.18.1" description = "Optimum Library is an extension of the Hugging Face Transformers library, providing a framework to integrate third-party libraries from Hardware Partners and interface with their specific functionality." optional = false python-versions = ">=3.7.0" files = [ - {file = "optimum-1.17.1-py3-none-any.whl", hash = "sha256:508bc55db3c9434f4e8d5a30c39a46ac63c4cdb45bcc5a641b6c1c77cae88d23"}, - {file = "optimum-1.17.1.tar.gz", hash = "sha256:e59af717e8691b11903fe2cfb8c6efd6f6798b0417f3e70d231e578a02448ceb"}, + {file = "optimum-1.18.1-py3-none-any.whl", hash = "sha256:c963b4ea86ebc2fd8bbc8b30d3c0fddef6fd47645954f207c1910993498f6547"}, + {file = "optimum-1.18.1.tar.gz", hash = "sha256:c962cc02d55d698461cbc2e3fcf5522fab83ed846c3f904f5bed3efdc48a702b"}, ] [package.dependencies] @@ -2332,30 +2332,30 @@ packaging = "*" protobuf = {version = ">=3.20.1", optional = true, markers = "extra == \"onnxruntime\""} sympy = "*" torch = ">=1.11" -transformers = {version = ">=4.26.0", extras = ["sentencepiece"]} +transformers = {version = ">=4.26.0,<4.40.0", extras = ["sentencepiece"]} [package.extras] amd = ["optimum-amd"] benchmark = ["evaluate (>=0.2.0)", "optuna", "scikit-learn", "seqeval", "torchvision", "tqdm"] -dev = ["Pillow", "accelerate", "black (>=23.1,<24.0)", "diffusers (>=0.17.0)", "einops", "invisible-watermark", "parameterized", "pytest", "pytest-xdist", "requests", "rjieba", "ruff (==0.1.5)", "sacremoses", "scikit-learn", "timm", "torchaudio", "torchvision"] +dev = ["Pillow", "accelerate", "black (>=23.1,<24.0)", "diffusers (>=0.17.0)", "einops", "invisible-watermark", "parameterized", "pytest (<=8.0.0)", "pytest-xdist", "requests", "rjieba", "ruff (==0.1.5)", "sacremoses", "scikit-learn", "timm", "torchaudio", "torchvision"] diffusers = ["diffusers"] doc-build = ["accelerate"] exporters = ["onnx", "onnxruntime", "timm"] exporters-gpu = ["onnx", "onnxruntime-gpu", "timm"] -exporters-tf = ["h5py", "numpy (<1.24.0)", "onnx", "onnxruntime", "tensorflow (>=2.4,<=2.12.1)", "tf2onnx", "timm"] +exporters-tf = ["h5py", "numpy (<1.24.0)", "onnx", "onnxruntime", "tensorflow (>=2.4,<=2.12.1)", "tf2onnx", "timm", "transformers[sentencepiece] (>=4.26.0,<4.38.0)"] furiosa = ["optimum-furiosa"] graphcore = ["optimum-graphcore"] habana = ["optimum-habana", "transformers (>=4.37.0,<4.38.0)"] intel = ["optimum-intel (>=1.15.0)"] neural-compressor = ["optimum-intel[neural-compressor] (>=1.15.0)"] -neuron = ["optimum-neuron[neuron]"] -neuronx = ["optimum-neuron[neuronx]"] +neuron = ["optimum-neuron[neuron] (>=0.0.20)", "transformers (==4.36.2)"] +neuronx = ["optimum-neuron[neuronx] (>=0.0.20)", "transformers (==4.36.2)"] nncf = ["optimum-intel[nncf] (>=1.15.0)"] onnxruntime = ["datasets (>=1.2.1)", "evaluate", "onnx", "onnxruntime (>=1.11.0)", "protobuf (>=3.20.1)"] onnxruntime-gpu = ["accelerate", "datasets (>=1.2.1)", "evaluate", "onnx", "onnxruntime-gpu (>=1.11.0)", "protobuf (>=3.20.1)"] openvino = ["optimum-intel[openvino] (>=1.15.0)"] quality = ["black (>=23.1,<24.0)", "ruff (==0.1.5)"] -tests = ["Pillow", "accelerate", "diffusers (>=0.17.0)", "einops", "invisible-watermark", "parameterized", "pytest", "pytest-xdist", "requests", "rjieba", "sacremoses", "scikit-learn", "timm", "torchaudio", "torchvision"] +tests = ["Pillow", "accelerate", "diffusers (>=0.17.0)", "einops", "invisible-watermark", "parameterized", "pytest (<=8.0.0)", "pytest-xdist", "requests", "rjieba", "sacremoses", "scikit-learn", "timm", "torchaudio", "torchvision"] [[package]] name = "orjson" From 28e4e754fdefaf7a7590bc1ffa2b72f168c22964 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 16 Apr 2024 10:53:26 +0000 Subject: [PATCH 007/171] build(deps): bump joblib from 1.3.2 to 1.4.0 in /runtimes/sklearn (#1692) Bumps [joblib](https://github.com/joblib/joblib) from 1.3.2 to 1.4.0. - [Release notes](https://github.com/joblib/joblib/releases) - [Changelog](https://github.com/joblib/joblib/blob/main/CHANGES.rst) - [Commits](https://github.com/joblib/joblib/compare/1.3.2...1.4.0) --- updated-dependencies: - dependency-name: joblib dependency-type: direct:production update-type: version-update:semver-minor ... 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update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/catboost/poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/runtimes/catboost/poetry.lock b/runtimes/catboost/poetry.lock index fe7b2c248..0e55dd304 100644 --- a/runtimes/catboost/poetry.lock +++ b/runtimes/catboost/poetry.lock @@ -1148,13 +1148,13 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", [[package]] name = "joblib" -version = "1.3.2" +version = "1.4.0" description = "Lightweight pipelining with Python functions" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "joblib-1.3.2-py3-none-any.whl", hash = "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"}, - {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"}, + {file = "joblib-1.4.0-py3-none-any.whl", hash = "sha256:42942470d4062537be4d54c83511186da1fc14ba354961a2114da91efa9a4ed7"}, + {file = "joblib-1.4.0.tar.gz", hash = "sha256:1eb0dc091919cd384490de890cb5dfd538410a6d4b3b54eef09fb8c50b409b1c"}, ] [[package]] From 431642722241ec6599491de8f55f6b1a05626848 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 17 Apr 2024 14:37:01 +0000 Subject: [PATCH 015/171] build(deps-dev): bump pillow from 10.2.0 to 10.3.0 (#1665) * build(deps-dev): bump pillow from 10.2.0 to 10.3.0 Bumps [pillow](https://github.com/python-pillow/Pillow) from 10.2.0 to 10.3.0. - [Release notes](https://github.com/python-pillow/Pillow/releases) - [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst) - [Commits](https://github.com/python-pillow/Pillow/compare/10.2.0...10.3.0) --- updated-dependencies: - dependency-name: pillow dependency-type: indirect ... Signed-off-by: dependabot[bot] * fix(huggingface): Use same type pattern for encode/decode types This matches what we do elsewhere, like with the NumPy codec. * docs: Use correct type and class inheritance for codec example --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Jesse Claven --- docs/examples/content-type/runtime.py | 26 ++-- mlserver/codecs/lists.py | 5 +- poetry.lock | 139 +++++++++--------- .../mlserver_huggingface/codecs/image.py | 8 +- .../mlserver_huggingface/codecs/utils.py | 1 + runtimes/huggingface/tests/utils.py | 18 ++- 6 files changed, 110 insertions(+), 87 deletions(-) diff --git a/docs/examples/content-type/runtime.py b/docs/examples/content-type/runtime.py index 2ab44001e..e86642750 100644 --- a/docs/examples/content-type/runtime.py +++ b/docs/examples/content-type/runtime.py @@ -10,7 +10,7 @@ RequestInput, ResponseOutput, ) -from mlserver.codecs import NumpyCodec, register_input_codec, DecodedParameterName +from mlserver.codecs import InputCodec, register_input_codec, DecodedParameterName from mlserver.codecs.utils import InputOrOutput @@ -21,16 +21,16 @@ @register_input_codec -class PillowCodec(NumpyCodec): +class PillowCodec(InputCodec): ContentType = "img" DefaultMode = "L" @classmethod - def can_encode(cls, payload: Image) -> bool: - return isinstance(payload, Image) + def can_encode(cls, payload: Image.Image) -> bool: + return isinstance(payload, Image.Image) @classmethod - def _decode(cls, input_or_output: InputOrOutput) -> Image: + def _decode(cls, input_or_output: InputOrOutput) -> Image.Image: if input_or_output.datatype != "BYTES": # If not bytes, assume it's an array image_array = super().decode_input(input_or_output) # type: ignore @@ -45,7 +45,11 @@ def _decode(cls, input_or_output: InputOrOutput) -> Image: ) @classmethod - def encode_output(cls, name: str, payload: Image) -> ResponseOutput: # type: ignore + def encode_output( # type: ignore + cls, + name: str, + payload: Image.Image, + ) -> ResponseOutput: # type: ignore byte_array = io.BytesIO() payload.save(byte_array, mode=cls.DefaultMode) @@ -54,11 +58,15 @@ def encode_output(cls, name: str, payload: Image) -> ResponseOutput: # type: ig ) @classmethod - def decode_output(cls, response_output: ResponseOutput) -> Image: + def decode_output(cls, response_output: ResponseOutput) -> Image.Image: return cls._decode(response_output) @classmethod - def encode_input(cls, name: str, payload: Image) -> RequestInput: # type: ignore + def encode_input( # type: ignore + cls, + name: str, + payload: Image.Image, + ) -> RequestInput: # type: ignore output = cls.encode_output(name, payload) return RequestInput( name=output.name, @@ -68,7 +76,7 @@ def encode_input(cls, name: str, payload: Image) -> RequestInput: # type: ignor ) @classmethod - def decode_input(cls, request_input: RequestInput) -> Image: + def decode_input(cls, request_input: RequestInput) -> Image.Image: return cls._decode(request_input) diff --git a/mlserver/codecs/lists.py b/mlserver/codecs/lists.py index 4bdc2af8a..35c8726d0 100644 --- a/mlserver/codecs/lists.py +++ b/mlserver/codecs/lists.py @@ -19,9 +19,10 @@ def isinstance_of_type(payload: Any) -> bool: def as_list(payload: ListPayload) -> Iterator[ListElement]: + """Return a payload as an iterator. Single elements will be + treated as a list of 1 item. 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_pil_base64decode(imgbytes: Union[bytes, str]) -> "Image.Image": @register_input_codec class PILImageCodec(InputCodec): """ - Codec that convers to / from a PIL.Image input. + Codec that converts to / from a PIL.Image.Image input. """ ContentType = "pillow_image" @@ -53,13 +53,13 @@ def encode_output( ) @classmethod - def decode_output(cls, response_output: ResponseOutput) -> List[bytes]: + def decode_output(cls, response_output: ResponseOutput) -> List["Image.Image"]: packed = response_output.data.__root__ return list(map(_pil_base64decode, as_list(packed))) @classmethod def encode_input( - cls, name: str, payload: List[bytes], use_bytes: bool = True, **kwargs + cls, name: str, payload: List[Image.Image], use_bytes: bool = True, **kwargs ) -> RequestInput: output = cls.encode_output(name, payload, use_bytes) return RequestInput( @@ -73,6 +73,6 @@ def encode_input( ) @classmethod - def decode_input(cls, request_input: RequestInput) -> List[bytes]: + def decode_input(cls, request_input: RequestInput) -> List["Image.Image"]: packed = request_input.data.__root__ return list(map(_pil_base64decode, as_list(packed))) diff --git a/runtimes/huggingface/mlserver_huggingface/codecs/utils.py b/runtimes/huggingface/mlserver_huggingface/codecs/utils.py index ae1e66b1d..edc50e6f6 100644 --- a/runtimes/huggingface/mlserver_huggingface/codecs/utils.py +++ b/runtimes/huggingface/mlserver_huggingface/codecs/utils.py @@ -119,6 +119,7 @@ def convert_list(cls, list_data: List[Any]): class EqualUtil: + @staticmethod def pil_equal(img1: "Image.Image", img2: "Image.Image") -> bool: diff = ImageChops.difference(img1, img2) if diff.getbbox() is None: diff --git a/runtimes/huggingface/tests/utils.py b/runtimes/huggingface/tests/utils.py index 9cb943241..75b36c240 100644 --- a/runtimes/huggingface/tests/utils.py +++ b/runtimes/huggingface/tests/utils.py @@ -32,11 +32,23 @@ def image_base64(fname: str, use_bytes: bool = False) -> Union[str, bytes]: def image_base64_bytes(fname: str) -> bytes: - img = Image.open(file_path(fname)) + """Load an image by filename and return it as Base64 encoded bytes""" + img = Image.open( + file_path(fname), + formats=None, # Try and support all formats + ) + + fmt = img.format + if fmt is None: + raise ValueError("test image has no specified format") + buf = io.BytesIO() - img.save(buf, format=img.format) + img.save(buf, format=fmt) v = base64.b64encode(buf.getvalue()) - return f"data:image/{img.format.lower()};base64,".encode() + v + + bytes = f"data:image/{fmt.lower()};base64,".encode() + v + + return bytes def image_base64_str(fname: str) -> str: From 4dfa49ac756acd6aef69cc06819f18ef5456fd6e Mon Sep 17 00:00:00 2001 From: Jesse Claven Date: Fri, 19 Apr 2024 12:38:51 +0100 Subject: [PATCH 016/171] build(deps): bump alibi-detect from 0.11.5 to 0.12.0 (#1702) --- poetry.lock | 21 +- runtimes/alibi-detect/poetry.lock | 1792 ++++++++++++++-------------- runtimes/alibi-explain/poetry.lock | 12 +- runtimes/catboost/poetry.lock | 4 +- runtimes/huggingface/poetry.lock | 23 +- runtimes/lightgbm/poetry.lock | 6 +- runtimes/mlflow/poetry.lock | 6 +- runtimes/mllib/poetry.lock | 4 +- runtimes/sklearn/poetry.lock | 4 +- runtimes/xgboost/poetry.lock | 4 +- 10 files changed, 897 insertions(+), 979 deletions(-) diff --git a/poetry.lock b/poetry.lock index 0fb5e0f9e..f5febeb2e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. 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[[package]] name = "aiofiles" @@ -958,7 +958,7 @@ fastapi = ">=0.88.0,!=0.89.0,<=0.110.0" gevent = "*" geventhttpclient = "*" grpcio = "*" -importlib-resources = "^5.12.0" +importlib-resources = ">=5.12,<7.0" numpy = "*" opentelemetry-exporter-otlp-proto-grpc = "^1.22.0" opentelemetry-instrumentation-fastapi = ">=0.43b0" diff --git a/runtimes/sklearn/poetry.lock b/runtimes/sklearn/poetry.lock index eeb1e9c48..cc1d822f6 100644 --- a/runtimes/sklearn/poetry.lock +++ b/runtimes/sklearn/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. [[package]] name = "aiofiles" @@ -969,7 +969,7 @@ fastapi = ">=0.88.0,!=0.89.0,<=0.110.0" gevent = "*" geventhttpclient = "*" grpcio = "*" -importlib-resources = "^5.12.0" +importlib-resources = ">=5.12,<7.0" numpy = "*" opentelemetry-exporter-otlp-proto-grpc = "^1.22.0" opentelemetry-instrumentation-fastapi = ">=0.43b0" diff --git a/runtimes/xgboost/poetry.lock b/runtimes/xgboost/poetry.lock index 2de424b49..cd3fa7494 100644 --- a/runtimes/xgboost/poetry.lock +++ b/runtimes/xgboost/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. [[package]] name = "aiofiles" @@ -969,7 +969,7 @@ fastapi = ">=0.88.0,!=0.89.0,<=0.110.0" gevent = "*" geventhttpclient = "*" grpcio = "*" -importlib-resources = "^5.12.0" +importlib-resources = ">=5.12,<7.0" numpy = "*" opentelemetry-exporter-otlp-proto-grpc = "^1.22.0" opentelemetry-instrumentation-fastapi = ">=0.43b0" From cd5305fac7808f6948a5379c40be9afb9056c125 Mon Sep 17 00:00:00 2001 From: Jesse Claven Date: Fri, 19 Apr 2024 13:25:58 +0100 Subject: [PATCH 017/171] build(deps): bump alibi from 0.9.5 to 0.9.6 (#1704) We've just done a release [1]. I've run poetry lock in the runtime directory, and make lock at the top-level. 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- [Release notes](https://github.com/aio-libs/aiohttp/releases) - [Changelog](https://github.com/aio-libs/aiohttp/blob/master/CHANGES.rst) - [Commits](https://github.com/aio-libs/aiohttp/compare/v3.9.3...v3.9.4) --- updated-dependencies: - dependency-name: aiohttp dependency-type: direct:development ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 177 +++++++++++++++++++++++++++---------------------- pyproject.toml | 2 +- 2 files changed, 99 insertions(+), 80 deletions(-) diff --git a/poetry.lock b/poetry.lock index f5febeb2e..7515bfa14 100644 --- a/poetry.lock +++ b/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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updated-dependencies: - dependency-name: aiohttp dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/catboost/poetry.lock | 156 +++++++++++++++++----------------- 1 file changed, 78 insertions(+), 78 deletions(-) diff --git a/runtimes/catboost/poetry.lock b/runtimes/catboost/poetry.lock index 7f7fe165c..7be938ab3 100644 --- a/runtimes/catboost/poetry.lock +++ b/runtimes/catboost/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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- dependency-name: aiohttp dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/xgboost/poetry.lock | 156 +++++++++++++++++------------------ 1 file changed, 78 insertions(+), 78 deletions(-) diff --git a/runtimes/xgboost/poetry.lock b/runtimes/xgboost/poetry.lock index cd3fa7494..d5d734a52 100644 --- a/runtimes/xgboost/poetry.lock +++ b/runtimes/xgboost/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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aiohttp from 3.9.3 to 3.9.4 in /runtimes/huggingface (#1709) Bumps [aiohttp](https://github.com/aio-libs/aiohttp) from 3.9.3 to 3.9.4. - [Release notes](https://github.com/aio-libs/aiohttp/releases) - [Changelog](https://github.com/aio-libs/aiohttp/blob/master/CHANGES.rst) - [Commits](https://github.com/aio-libs/aiohttp/compare/v3.9.3...v3.9.4) --- updated-dependencies: - dependency-name: aiohttp dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/huggingface/poetry.lock | 175 +++++++++++++++++-------------- 1 file changed, 97 insertions(+), 78 deletions(-) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index 275858c99..3dabb56fd 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/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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from 24.3.0 to 24.4.0 (#1714) Bumps [black](https://github.com/psf/black) from 24.3.0 to 24.4.0. - [Release notes](https://github.com/psf/black/releases) - [Changelog](https://github.com/psf/black/blob/main/CHANGES.md) - [Commits](https://github.com/psf/black/compare/24.3.0...24.4.0) --- updated-dependencies: - dependency-name: black dependency-type: direct:development update-type: version-update:semver-minor ... 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b/pyproject.toml index b62b46564..cbc0b75db 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -150,7 +150,7 @@ sphinxcontrib-bibtex = "2.5.0" autodoc_pydantic = "1.9.0" sphinx-click = "5.1.0" sphinx_design = "0.4.1" -sphinx-autobuild = "2024.2.4" +sphinx-autobuild = "2024.4.16" sphinx-copybutton = "^0.5.2" [build-system] From 2d14070492f95347ef8bb9cb3c5014698775636a Mon Sep 17 00:00:00 2001 From: Vivek Kumar Date: Tue, 23 Apr 2024 01:25:46 +0530 Subject: [PATCH 030/171] Update README.md in mlflow to match column names order (#1703) Corrected the difference in column names in "MLflow Scoring Protocol" to match with the order in "Send test inference request". The values are in correct same order in both sections, so different columns are causing confusion. --- docs/examples/mlflow/README.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/docs/examples/mlflow/README.md b/docs/examples/mlflow/README.md index ef9e30666..06cb6724a 100644 --- a/docs/examples/mlflow/README.md +++ b/docs/examples/mlflow/README.md @@ -290,17 +290,17 @@ import requests inference_request = { "dataframe_split": { "columns": [ - "alcohol", - "chlorides", - "citric acid", - "density", "fixed acidity", + "volatile acidity", + "citric acid", + "residual sugar", + "chlorides", "free sulfur dioxide", + "total sulfur dioxide", + "density", "pH", - "residual sugar", "sulphates", - "total sulfur dioxide", - "volatile acidity", + "alcohol", ], "data": [[7.4,0.7,0,1.9,0.076,11,34,0.9978,3.51,0.56,9.4]] } From 2ec9e289574f79f1bfa270e8717fa084fed70599 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 29 Apr 2024 14:56:41 +0000 Subject: [PATCH 031/171] build(deps-dev): bump pytorch-lightning in /runtimes/mlflow (#1720) Bumps [pytorch-lightning](https://github.com/Lightning-AI/lightning) from 2.2.2 to 2.2.3. - [Release notes](https://github.com/Lightning-AI/lightning/releases) - [Commits](https://github.com/Lightning-AI/lightning/compare/2.2.2...2.2.3) --- updated-dependencies: - dependency-name: pytorch-lightning dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 8 ++++---- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index c0c2d123a..ffde16116 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -2886,13 +2886,13 @@ files = [ [[package]] name = "pytorch-lightning" -version = "2.2.2" +version = "2.2.3" description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. 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"torchaudio"] -testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "tensorboard", "timeout-decorator"] +testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"] tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"] tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"] tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] timm = ["timm"] -tokenizers = ["tokenizers (>=0.14,<0.19)"] +tokenizers = ["tokenizers (>=0.19,<0.20)"] torch = ["accelerate (>=0.21.0)", "torch"] torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"] torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"] -torchhub = ["filelock", "huggingface-hub (>=0.19.3,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.14,<0.19)", "torch", "tqdm (>=4.27)"] +torchhub = ["filelock", "huggingface-hub (>=0.19.3,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.19,<0.20)", "torch", "tqdm (>=4.27)"] video = ["av (==9.2.0)", "decord (==0.6.0)"] vision = ["Pillow (>=10.0.1,<=15.0)"] From 66f47c01a97c9d8b9e4c8c5c11f16fbde2a59045 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 29 Apr 2024 14:57:54 +0000 Subject: [PATCH 034/171] build(deps): bump pandas from 2.2.1 to 2.2.2 (#1723) Bumps [pandas](https://github.com/pandas-dev/pandas) from 2.2.1 to 2.2.2. - [Release notes](https://github.com/pandas-dev/pandas/releases) - [Commits](https://github.com/pandas-dev/pandas/compare/v2.2.1...v2.2.2) --- updated-dependencies: - dependency-name: pandas dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 72 ++++++++++++++++++++++++++--------------------------- 1 file changed, 36 insertions(+), 36 deletions(-) diff --git a/poetry.lock b/poetry.lock index 8e2562623..094f30daa 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1128,9 +1128,9 @@ isort = ">=4.3.21,<6.0" jinja2 = ">=2.10.1,<4.0" packaging = "*" pydantic = [ - {version = ">=1.10.0,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.11\" and python_version < \"4.0\""}, {version = ">=1.5.1,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version < \"3.10\""}, {version = ">=1.9.0,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.10\" and python_version < \"3.11\""}, + {version = ">=1.10.0,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.11\" and python_version < \"4.0\""}, ] pyyaml = ">=6.0.1" toml = {version = ">=0.10.0,<1.0.0", markers = "python_version < \"3.11\""} @@ -1813,8 +1813,8 @@ files = [ [package.dependencies] cffi = {version = ">=1.12.2", markers = "platform_python_implementation == \"CPython\" and sys_platform == \"win32\""} greenlet = [ - 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Remove the dependency then to make that clear, and to increase flexibility. --- poetry.lock | 35 +++++------------------------- runtimes/alibi-explain/poetry.lock | 5 +---- runtimes/catboost/poetry.lock | 4 ++-- runtimes/catboost/pyproject.toml | 1 - runtimes/huggingface/poetry.lock | 21 +----------------- runtimes/lightgbm/poetry.lock | 4 ++-- runtimes/lightgbm/pyproject.toml | 1 - runtimes/mlflow/poetry.lock | 6 ++--- runtimes/mlflow/pyproject.toml | 1 - runtimes/mllib/poetry.lock | 4 ++-- runtimes/mllib/pyproject.toml | 1 - runtimes/sklearn/poetry.lock | 4 ++-- runtimes/sklearn/pyproject.toml | 1 - runtimes/xgboost/poetry.lock | 4 ++-- runtimes/xgboost/pyproject.toml | 1 - 15 files changed, 20 insertions(+), 73 deletions(-) diff --git a/poetry.lock b/poetry.lock index 1284ad740..34834f3b3 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. 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[[package]] name = "aiofiles" @@ -2223,4 +2223,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "6baf067c8879c3f9874111a274577c43c4139b3b095afe4d9f82843e11510898" +content-hash = "43108d6886228730aece30cda132f6f10396c688917e60a9548146cae6d08c30" diff --git a/runtimes/lightgbm/pyproject.toml b/runtimes/lightgbm/pyproject.toml index b4e6d6a77..6c54b7941 100644 --- a/runtimes/lightgbm/pyproject.toml +++ b/runtimes/lightgbm/pyproject.toml @@ -12,7 +12,6 @@ python = ">=3.9,<3.12" mlserver = "*" lightgbm = "*" pandas = "*" -pydantic = "<2.0.0" [tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index ffde16116..74bfc38cf 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. [[package]] name = "aiofiles" @@ -2168,7 +2168,6 @@ optional = false python-versions = ">=3" files = [ {file = "nvidia_nvjitlink_cu12-12.3.101-py3-none-manylinux1_x86_64.whl", hash = "sha256:64335a8088e2b9d196ae8665430bc6a2b7e6ef2eb877a9c735c804bd4ff6467c"}, - {file = "nvidia_nvjitlink_cu12-12.3.101-py3-none-manylinux2014_aarch64.whl", hash = "sha256:211a63e7b30a9d62f1a853e19928fbb1a750e3f17a13a3d1f98ff0ced19478dd"}, {file = "nvidia_nvjitlink_cu12-12.3.101-py3-none-win_amd64.whl", hash = "sha256:1b2e317e437433753530792f13eece58f0aec21a2b05903be7bffe58a606cbd1"}, ] @@ -2974,7 +2973,6 @@ files = [ {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"}, - {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"}, {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"}, {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"}, {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"}, @@ -3938,4 +3936,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "b62cf65737d25e7720dfe0335cb834bd413267de9fcfb460dce19e535bd89653" +content-hash = "75d6e80c706d206967c835a9fb3b092fefde243a32dbb34b0a1530ad82557cc6" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index 86a6ae7e0..72bc95890 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -11,7 +11,6 @@ packages = [{include = "mlserver_mlflow"}] python = ">=3.9,<3.12" mlserver = "*" mlflow = "*" -pydantic = "<2.0.0" [tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} diff --git a/runtimes/mllib/poetry.lock b/runtimes/mllib/poetry.lock index b9cccc2b6..6ee5d2299 100644 --- a/runtimes/mllib/poetry.lock +++ b/runtimes/mllib/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 1.8.1 and should not be changed by hand. [[package]] name = "aiofiles" @@ -2188,4 +2188,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "1a678c3dfb4977da2152a75faf43abfc3a0c943f8a59a5e491ba27dda5f198c2" +content-hash = "175e85a10226539ba857db31ccc04039b69ea70ac81ffabb18a3d6e61291045f" diff --git a/runtimes/mllib/pyproject.toml b/runtimes/mllib/pyproject.toml index 0302978e9..c5398a5aa 100644 --- a/runtimes/mllib/pyproject.toml +++ b/runtimes/mllib/pyproject.toml @@ -11,7 +11,6 @@ packages = [{include = "mlserver_mllib"}] python = ">=3.9,<3.12" mlserver = "*" pyspark = "*" -pydantic = "<2.0.0" [tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} diff --git a/runtimes/sklearn/poetry.lock b/runtimes/sklearn/poetry.lock index b7f477723..8030a18e2 100644 --- a/runtimes/sklearn/poetry.lock +++ b/runtimes/sklearn/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 1.8.1 and should not be changed by hand. [[package]] name = "aiofiles" @@ -2263,4 +2263,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "b1f3fa0ffef3cfb1a5beb42c4a5015e8deea8768cba2447f04ad0e1db10ab378" +content-hash = "bb72fd618ebbe732b5b5c037aa590339a8a576e147093eda819a56eb025fb5af" diff --git a/runtimes/sklearn/pyproject.toml b/runtimes/sklearn/pyproject.toml index e4ae391de..4088b9426 100644 --- a/runtimes/sklearn/pyproject.toml +++ b/runtimes/sklearn/pyproject.toml @@ -12,7 +12,6 @@ python = ">=3.9,<3.12" scikit-learn = "*" joblib = "*" mlserver = "*" -pydantic = "<2.0.0" [tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} diff --git a/runtimes/xgboost/poetry.lock b/runtimes/xgboost/poetry.lock index d5d734a52..0df082d06 100644 --- a/runtimes/xgboost/poetry.lock +++ b/runtimes/xgboost/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. [[package]] name = "aiofiles" @@ -2291,4 +2291,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "cfc7fd94e228cd1879881acf896480aaa19f2b08f19067f16202b46ee66dc3d0" +content-hash = "7ef0f227a65c6fd22d405431230e48fad1476173591b8747617d288f721e3702" diff --git a/runtimes/xgboost/pyproject.toml b/runtimes/xgboost/pyproject.toml index ed23ed137..9377dcb3d 100644 --- a/runtimes/xgboost/pyproject.toml +++ b/runtimes/xgboost/pyproject.toml @@ -11,7 +11,6 @@ packages = [{include = "mlserver_xgboost"}] python = ">=3.9,<3.12" mlserver = "*" xgboost = {extras = ["scikit-learn"], version = "*"} -pydantic = "<2.0.0" [tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} From c5b4d5f67b44ef1f388a639af2b5c8dd4dd7e9d2 Mon Sep 17 00:00:00 2001 From: Jesse Claven Date: Wed, 1 May 2024 13:17:41 +0100 Subject: [PATCH 040/171] test: Detect generate failures (#1729) Currently, since we don't exit on a command failure, it's been missed that generation is currently broken for the dataplane. You can see an example in these logs from a previous workflow (https://github.com/SeldonIO/MLServer/actions/runs/8880776962/job/24381621013). ``` Writing mypy to dataplane_pb2.pyi Traceback (most recent call last): File "/opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/datamodel_code_generator/__main__.py", line 428, in main generate( File "/opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/datamodel_code_generator/__init__.py", line 462, in generate results = parser.parse() File "/opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/datamodel_code_generator/parser/base.py", line 1153, in parse self.parse_raw() File "/opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/datamodel_code_generator/parser/openapi.py", line 571, in parse_raw specification: Dict[str, Any] = load_yaml(source.text) File "/opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/datamodel_code_generator/__init__.py", line 51, in load_yaml return yaml.load(stream, Loader=SafeLoader) File "/opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/yaml/constructor.py", line 49, in get_single_data node = self.get_single_node() File "yaml/_yaml.pyx", line 673, in yaml._yaml.CParser.get_single_node File "yaml/_yaml.pyx", line 687, in yaml._yaml.CParser._compose_document File "yaml/_yaml.pyx", line 731, in yaml._yaml.CParser._compose_node File "yaml/_yaml.pyx", line 845, in yaml._yaml.CParser._compose_mapping_node File "yaml/_yaml.pyx", line 731, in yaml._yaml.CParser._compose_node File "yaml/_yaml.pyx", line 845, in yaml._yaml.CParser._compose_mapping_node File "yaml/_yaml.pyx", line 731, in yaml._yaml.CParser._compose_node File "yaml/_yaml.pyx", line 845, in yaml._yaml.CParser._compose_mapping_node File "yaml/_yaml.pyx", line 731, in yaml._yaml.CParser._compose_node File "yaml/_yaml.pyx", line 845, in yaml._yaml.CParser._compose_mapping_node File "yaml/_yaml.pyx", line 731, in yaml._yaml.CParser._compose_node File "yaml/_yaml.pyx", line 847, in yaml._yaml.CParser._compose_mapping_node File "yaml/_yaml.pyx", line 860, in yaml._yaml.CParser._parse_next_event yaml.scanner.ScannerError: mapping values are not allowed in this context in "", line 324, column 23 /opt/hostedtoolcache/Python/3.10.14/x64/lib/python3.10/site-packages/grpc_tools/protoc.py:21: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html import pkg_resources Writing mypy to model_repository_pb2.pyi poetry run black . Skipping virtualenv creation, as specified in config file. Skipping .ipynb files as Jupyter dependencies are not installed. You can fix this by running ``pip install "black[jupyter]"`` reformatted /home/runner/work/MLServer/MLServer/mlserver/grpc/dataplane_pb2_grpc.py reformatted /home/runner/work/MLServer/MLServer/mlserver/grpc/model_repository_pb2.py reformatted /home/runner/work/MLServer/MLServer/mlserver/grpc/model_repository_pb2.pyi reformatted /home/runner/work/MLServer/MLServer/mlserver/grpc/dataplane_pb2.py reformatted /home/runner/work/MLServer/MLServer/mlserver/grpc/model_repository_pb2_grpc.py reformatted /home/runner/work/MLServer/MLServer/mlserver/grpc/dataplane_pb2.pyi reformatted /home/runner/work/MLServer/MLServer/mlserver/types/model_repository.py ``` This will now be detected/surfaced. This allows linting to go on and makes the generation check separate. The intent is to surface this failure but still let PRs go in, as they currently have, as we don't currently have (some) required status checks. I've also reduced what's installed for the lint job which dramatically speeds it up. Along with this, I've cleaned up run commands that didn't need multi-line syntax. --- .github/workflows/tests.yml | 53 ++++++++++++++++++++++++------------- Makefile | 6 +++-- hack/generate-types.sh | 4 +++ 3 files changed, 43 insertions(+), 20 deletions(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 7350cd61c..4797b69c0 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -9,24 +9,47 @@ on: branches: [master] jobs: + generate: + strategy: + matrix: + python-version: ["3.10"] + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + - name: Install Poetry + uses: snok/install-poetry@v1 + with: + virtualenvs-create: false + - name: Install dependencies + run: poetry install --sync --only dev + - name: Generate + run: make generate + - name: Check for changes + run: git --no-pager diff --exit-code . + lint: + strategy: + matrix: + python-version: ["3.10"] runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - - name: Set up Python 3.10 + - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v5 with: - python-version: "3.10" + python-version: ${{ matrix.python-version }} - name: Install Poetry uses: snok/install-poetry@v1 with: virtualenvs-create: false - name: Install dependencies - run: | - make install-dev + run: poetry install --sync --only dev - name: Lint - run: | - make lint + run: make lint mlserver: strategy: @@ -72,11 +95,9 @@ jobs: with: virtualenvs-create: false - name: Install Dependencies - run: | - poetry install --sync --only dev + run: poetry install --sync --only dev - name: Test - run: | - tox -e mlserver + run: tox -e mlserver runtimes: strategy: @@ -116,11 +137,9 @@ jobs: with: virtualenvs-create: false - name: Install Dependencies - run: | - poetry install --sync --only dev + run: poetry install --sync --only dev - name: Test - run: | - tox -c ./runtimes/${{ matrix.tox-environment }} + run: tox -c ./runtimes/${{ matrix.tox-environment }} # Ensure that having all the runtimes installed together works all-runtimes: @@ -180,8 +199,6 @@ jobs: with: virtualenvs-create: false - name: Install Dependencies - run: | - poetry install --sync --only dev + run: poetry install --sync --only dev - name: Test - run: | - tox -e all-runtimes + run: tox -e all-runtimes diff --git a/Makefile b/Makefile index cd4d03a15..7bda45bca 100644 --- a/Makefile +++ b/Makefile @@ -67,7 +67,7 @@ test: tox -c $$_runtime; \ done -lint: generate +lint: black --check . flake8 . mypy ./mlserver @@ -77,7 +77,9 @@ lint: generate done mypy ./benchmarking mypy ./docs/examples - # Check if something has changed after generation + +# Check if something has changed after generation +lint-generate: generate git \ --no-pager diff \ --exit-code \ diff --git a/hack/generate-types.sh b/hack/generate-types.sh index a26c6ef35..f3fe831b2 100755 --- a/hack/generate-types.sh +++ b/hack/generate-types.sh @@ -1,3 +1,7 @@ +#!/usr/bin/env bash + +set -Eeuo pipefail + ROOT_FOLDER="$(dirname "${0}")/.." _generatePB() { From 410cf6f838782443267c88bd410cabf95c760c54 Mon Sep 17 00:00:00 2001 From: Jesse Claven Date: Wed, 8 May 2024 16:36:57 +0100 Subject: [PATCH 041/171] build: Add granularity in types generation (#1749) * build: Add Python version to matrix for all jobs These 2 were missing this supported version. It would've caught me using `TypeAlias` on 3.9 earlier. * build: Add granularity in types generation This makes it easier to know which types generation is failing. It's a follow-on from https://github.com/SeldonIO/MLServer/pull/1729. --- .github/workflows/tests.yml | 12 +++++++----- Makefile | 18 +++++++++++++----- hack/generate-types.sh | 9 ++++----- 3 files changed, 24 insertions(+), 15 deletions(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 4797b69c0..55bf2ebf5 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -11,8 +11,10 @@ on: jobs: generate: strategy: + fail-fast: false matrix: - python-version: ["3.10"] + python-version: ["3.9", "3.10"] + target: ["dataplane", "model-repository"] runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 @@ -26,15 +28,15 @@ jobs: virtualenvs-create: false - name: Install dependencies run: poetry install --sync --only dev - - name: Generate - run: make generate + - name: Generate ${{ matrix.target }} + run: make generate-${{ matrix.target }} - name: Check for changes - run: git --no-pager diff --exit-code . + run: make lint-no-changes lint: strategy: matrix: - python-version: ["3.10"] + python-version: ["3.9", "3.10"] runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 diff --git a/Makefile b/Makefile index 7bda45bca..fa47da669 100644 --- a/Makefile +++ b/Makefile @@ -17,10 +17,17 @@ lock: poetry lock --no-update -C $$_runtime; \ done -_generate: # "private" target to call `fmt` after `generate` - poetry run bash ./hack/generate-types.sh +_generate_model_repository: # "private" target to call `fmt` after `generate` + poetry run bash ./hack/generate-types.sh model_repository -generate: | _generate fmt +_generate_dataplane: # "private" target to call `fmt` after `generate` + poetry run bash ./hack/generate-types.sh dataplane + +generate-model-repository: | _generate_model_repository fmt + +generate-dataplane: | _generate_dataplane fmt + +generate: | _generate_model_repository _generate_dataplane fmt run: mlserver start \ @@ -78,13 +85,14 @@ lint: mypy ./benchmarking mypy ./docs/examples -# Check if something has changed after generation -lint-generate: generate +lint-no-changes: git \ --no-pager diff \ --exit-code \ . +lint-generate: generate lint-no-changes + licenses: tox --recreate -e licenses cut -d, -f1,3 ./licenses/license_info.csv \ diff --git a/hack/generate-types.sh b/hack/generate-types.sh index f3fe831b2..05c922f0e 100755 --- a/hack/generate-types.sh +++ b/hack/generate-types.sh @@ -4,6 +4,8 @@ set -Eeuo pipefail ROOT_FOLDER="$(dirname "${0}")/.." +TARGET="$1" + _generatePB() { local apiName=$1 @@ -33,8 +35,5 @@ _generatePydantic() { --target-python-version 3.6 } -_generatePB dataplane -_generatePydantic dataplane - -_generatePB model_repository -_generatePydantic model_repository +_generatePB "$TARGET" +_generatePydantic "$TARGET" From 58cf8dc7f00091137c8b55470ad42b7d3f977419 Mon Sep 17 00:00:00 2001 From: Jesse Claven Date: Fri, 10 May 2024 16:14:16 +0100 Subject: [PATCH 042/171] Migrate to Pydantic v2 (#1748) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * feat(pydantic): Bump Pydantic to v2 * refactor(pydantic): Use new type for import string [1] https://docs.pydantic.dev/latest/migration/#moved-in-pydantic-v2 * refactor(pydantic): Set default values * refactor(pydantic): Use new location for `BaseSettings` * refactor(pydantic): Use new validation specifying * refactor(pydantic): Use built-in function for model loading * refactor(pydantic): Latest Python version for types generation * refactor(pydantic): Use new `RootModel` [1] https://docs.pydantic.dev/latest/concepts/models/#rootmodel-and-custom-root-types * refactor(pydantic): Use new model loading > Pydantic V1 Pydantic V2 > .. > parse_obj() model_validate() [1] [1] https://docs.pydantic.dev/latest/migration/#changes-to-pydanticbasemodel * refactor(pydantic): Use new error location [1] https://docs.pydantic.dev/latest/migration/#moved-in-pydantic-v2 * refactor(pydantic): Use new settings config > underscore_attrs_are_private — the Pydantic V2 behavior is now the same as if this was always set to True in Pydantic V1. [1] [1] https://docs.pydantic.dev/latest/migration/#changes-to-config * refactor(pydantic): Allow `model_` prefixed fields * refactor(pydantic): Move from deprecated model dump method [1] https://docs.pydantic.dev/latest/migration/#changes-to-pydanticbasemodel * refactor(pydantic): Move from deprecated model dump JSON method [1] https://docs.pydantic.dev/latest/migration/#changes-to-pydanticbasemodel * test(huggingface): Use correct function * fix(huggingface): Formatting * refactor(settins): Group related fields * refactor(pydantic): Ensure aliases are available for testing * refactor(pydantic): Make env prefixes compatible * fix(settings): Use specific env prefix * test(rest): Add default header serialised values * feat: Explain conditional import * refactor(pydantic): Ensure aliases are available * refactor(pydantic): Use new types enumeration error message * test(types): Remove non-existing attribute assertions * refactor(batch): Use new error messages * refactor(pydantic): Use faster init > In Pydantic V2, the performance gap between BaseModel.__init__ and BaseModel.model_construct has been narrowed considerably. For simple models, calling BaseModel.__init__ may even be faster. If you are using model_construct() for performance reasons, you may want to profile your use case before assuming that model_construct() is faster. [1] [1] https://docs.pydantic.dev/latest/concepts/models/#creating-models-without-validation * refactor(pydantic): Use consistent initialisation * test(alibi-detect): Ensure a mocked value is available It was previously a `MagicMock` for the model's `predict` function response. This ensures that there's a dummy value available. * test(alibi-explain): Use allowed fields for `RequestOutput` This class only has these 2 fields [1]. The class it's coming from has different ones [2]. [1] https://github.com/jesse-c/MLServer/blob/c4e3719fab419480ec87d1482deccb1c93ba16a6/mlserver/types/dataplane.py#L64-L66 [2] https://github.com/jesse-c/MLServer/blob/c4e3719fab419480ec87d1482deccb1c93ba16a6/mlserver/types/dataplane.py#L109 * fix: Add missing CatBoost runtime to `all-runtimes` target * test(huggingface): Use Optimum supported task I've changed tasks as well avoid a `can_generate` error on the default chosen model for the question-answering task. ``` E ValueError: Asked to export a gpt2 model for the task question-answering, but the Optimum ONNX exporter only supports the tasks feature-extraction, feature-extraction-with-past, text-generation, text-generation-with-past, text-classification, token-classification for gpt2. Please use a supported task. Please open an issue at https://github.com/huggingface/optimum/issues if you would like the task question-answering to be supported in the ONNX export for gpt2. ``` --- .gitignore | 6 +- benchmarking/generator.py | 6 +- docs/examples/cassava/test.py | 2 +- docs/examples/content-type/README.ipynb | 2 +- docs/examples/content-type/README.md | 14 +- docs/examples/content-type/runtime.py | 2 +- hack/generate-types.sh | 3 +- hack/templates/BaseModel_root.jinja2 | 35 -- hack/templates/RootModel.jinja2 | 64 ++++ mlserver/batch_processing.py | 7 +- mlserver/batching/requests.py | 8 +- mlserver/codecs/base64.py | 5 +- mlserver/codecs/datetime.py | 4 +- mlserver/codecs/numpy.py | 4 +- mlserver/codecs/string.py | 2 +- mlserver/grpc/converters.py | 6 +- mlserver/handlers/dataplane.py | 6 +- mlserver/handlers/model_repository.py | 2 +- mlserver/kafka/message.py | 2 +- mlserver/parallel/messages.py | 18 +- mlserver/raw.py | 4 +- mlserver/repository/factory.py | 4 +- mlserver/repository/repository.py | 2 +- mlserver/rest/errors.py | 2 +- mlserver/settings.py | 116 ++++-- mlserver/types/base.py | 21 +- mlserver/types/dataplane.py | 17 +- mlserver/types/model_repository.py | 16 +- openapi/dataplane.yaml | 1 + poetry.lock | 336 ++++++++++++++---- pyproject.toml | 6 +- .../mlserver_alibi_detect/runtime.py | 10 +- runtimes/alibi-detect/poetry.lock | 179 +++++++--- runtimes/alibi-detect/pyproject.toml | 2 +- .../alibi-detect/tests/test_drift_detector.py | 3 + .../mlserver_alibi_explain/common.py | 26 +- .../mlserver_alibi_explain/runtime.py | 2 +- runtimes/alibi-explain/poetry.lock | 177 ++++++--- runtimes/alibi-explain/pyproject.toml | 2 +- runtimes/alibi-explain/tests/conftest.py | 6 +- runtimes/alibi-explain/tests/helpers/utils.py | 2 +- .../tests/test_alibi_runtime_base.py | 2 +- runtimes/alibi-explain/tests/test_common.py | 2 +- runtimes/catboost/poetry.lock | 175 ++++++--- .../codecs/conversation.py | 4 +- .../mlserver_huggingface/codecs/image.py | 4 +- .../mlserver_huggingface/codecs/json.py | 4 +- .../mlserver_huggingface/codecs/jsonlist.py | 4 +- .../mlserver_huggingface/settings.py | 10 +- runtimes/huggingface/poetry.lock | 177 ++++++--- runtimes/huggingface/pyproject.toml | 2 +- runtimes/huggingface/tests/conftest.py | 21 -- .../tests/test_codecs/test_conversation.py | 14 +- .../tests/test_codecs/test_image.py | 2 +- .../tests/test_codecs/test_json.py | 2 +- .../tests/test_codecs/test_jsonlist.py | 20 +- .../tests/test_codecs/test_numpylist.py | 12 +- .../huggingface/tests/test_codecs/test_raw.py | 6 +- runtimes/huggingface/tests/test_common.py | 38 +- runtimes/huggingface/tests/test_runtime.py | 176 +++++++-- .../huggingface/tests/test_runtime_cases.py | 7 +- runtimes/lightgbm/poetry.lock | 175 ++++++--- runtimes/mlflow/poetry.lock | 185 +++++++--- runtimes/mllib/poetry.lock | 175 ++++++--- runtimes/sklearn/poetry.lock | 175 ++++++--- runtimes/sklearn/tests/conftest.py | 2 +- runtimes/xgboost/poetry.lock | 175 ++++++--- tests/batch_processing/test_rest.py | 12 +- tests/batching/conftest.py | 4 +- tests/cli/test_serve.py | 2 +- tests/cli/test_start_cases.py | 4 +- tests/codecs/test_string.py | 2 +- tests/conftest.py | 8 +- tests/grpc/test_converters.py | 12 +- tests/grpc/test_servicers.py | 8 +- tests/handlers/test_dataplane.py | 8 +- tests/parallel/test_messages.py | 4 +- tests/repository/test_load.py | 13 +- tests/repository/test_repository.py | 2 +- tests/rest/test_codecs.py | 22 +- tests/rest/test_endpoints.py | 19 +- tests/test_model.py | 5 +- tests/test_raw.py | 11 +- tests/test_settings.py | 17 +- tests/test_types.py | 4 +- tests/testdata/.test.env | 5 +- tests/utils.py | 4 +- 87 files changed, 2060 insertions(+), 807 deletions(-) delete mode 100644 hack/templates/BaseModel_root.jinja2 create mode 100644 hack/templates/RootModel.jinja2 diff --git a/.gitignore b/.gitignore index 883339291..89619c9bf 100644 --- a/.gitignore +++ b/.gitignore @@ -11,7 +11,7 @@ bin # Mac file system **/.DS_Store - + # editor and IDE paraphernalia .idea .vscode @@ -51,6 +51,8 @@ mlruns dataset lightning_logs +# Runtime: CatBoost +catboost_info/ # Sphinx documentation docs/_build/ @@ -59,7 +61,7 @@ docs/_build/ **/tests/testdata/.cache/** ## The .data path is longer used, but let's keep the line to avoid people ## pushing their old .data folder by mistake -runtimes/alibi-explain/tests/.data/** +runtimes/alibi-explain/tests/.data/** # Docker metadata .docker/ diff --git a/benchmarking/generator.py b/benchmarking/generator.py index 1e11eb8d4..452978ee5 100644 --- a/benchmarking/generator.py +++ b/benchmarking/generator.py @@ -31,7 +31,7 @@ def generate_test_requests() -> List[types.InferenceRequest]: name="input-0", shape=[contents_len], datatype="FP32", - data=types.TensorData.parse_obj(inputs.tolist()), + data=types.TensorData.model_validate(inputs.tolist()), ) ] ) @@ -69,10 +69,10 @@ def save_grpc_requests(requests: List[types.InferenceRequest]): def save_rest_requests(requests: List[types.InferenceRequest]): - # infer_requests_dict = [req.dict() for req in requests] + # infer_requests_dict = [req.model_dump() for req in requests] # wrk doesn't work with multiple payloads, so take the smallest one. # We should consider moving to locust or vegeta. - infer_requests_dict = requests[0].dict() + infer_requests_dict = requests[0].model_dump() requests_file_path = os.path.join(DATA_PATH, "rest-requests.json") with open(requests_file_path, "w") as requests_file: json.dump(infer_requests_dict, requests_file) diff --git a/docs/examples/cassava/test.py b/docs/examples/cassava/test.py index 93c40abfd..0a6eeb6ca 100644 --- a/docs/examples/cassava/test.py +++ b/docs/examples/cassava/test.py @@ -50,7 +50,7 @@ # Send the inference request and capture response print("Sending Inference Request...") -res = requests.post(inference_url, json=inference_request.dict()) +res = requests.post(inference_url, json=inference_request.model_dump()) print("Got Response...") # Parse the JSON string into a Python dictionary diff --git a/docs/examples/content-type/README.ipynb b/docs/examples/content-type/README.ipynb index bf2e21579..8483a17a9 100644 --- a/docs/examples/content-type/README.ipynb +++ b/docs/examples/content-type/README.ipynb @@ -373,7 +373,7 @@ " image_array = super().decode_input(input_or_output) # type: ignore\n", " return Image.fromarray(image_array, mode=cls.DefaultMode)\n", "\n", - " encoded = input_or_output.data.__root__\n", + " encoded = input_or_output.data\n", " if isinstance(encoded, str):\n", " encoded = encoded.encode()\n", "\n", diff --git a/docs/examples/content-type/README.md b/docs/examples/content-type/README.md index 0ad8aa8af..c5245ec50 100644 --- a/docs/examples/content-type/README.md +++ b/docs/examples/content-type/README.md @@ -37,7 +37,7 @@ class EchoRuntime(MLModel): print(json.dumps(as_dict, indent=2)) print(f"------ Decoded input ({request_input.name}) ------") print(decoded_input) - + outputs.append( ResponseOutput( name=request_input.name, @@ -46,9 +46,9 @@ class EchoRuntime(MLModel): data=request_input.data ) ) - + return InferenceResponse(model_name=self.name, outputs=outputs) - + ``` As you can see above, this runtime will decode the incoming payloads by calling the `self.decode()` helper method. @@ -271,7 +271,7 @@ class PillowCodec(NumpyCodec): image_array = super().decode_input(input_or_output) # type: ignore return Image.fromarray(image_array, mode=cls.DefaultMode) - encoded = input_or_output.data.__root__ + encoded = input_or_output.data if isinstance(encoded, str): encoded = encoded.encode() @@ -418,7 +418,7 @@ class EchoRuntime(MLModel): if payload.parameters: decoded_request = getattr(payload.parameters, DecodedParameterName) print(decoded_request) - + outputs = [] for request_input in payload.inputs: outputs.append( @@ -429,9 +429,9 @@ class EchoRuntime(MLModel): data=request_input.data ) ) - + return InferenceResponse(model_name=self.name, outputs=outputs) - + ``` We should now be able to restart our instance of MLServer (i.e. with the `mlserver start .` command), to send a few test requests. diff --git a/docs/examples/content-type/runtime.py b/docs/examples/content-type/runtime.py index e86642750..5e3d98985 100644 --- a/docs/examples/content-type/runtime.py +++ b/docs/examples/content-type/runtime.py @@ -36,7 +36,7 @@ def _decode(cls, input_or_output: InputOrOutput) -> Image.Image: image_array = super().decode_input(input_or_output) # type: ignore return Image.fromarray(image_array, mode=cls.DefaultMode) - encoded = input_or_output.data.__root__ + encoded = input_or_output.data if isinstance(encoded, str): encoded = encoded.encode() diff --git a/hack/generate-types.sh b/hack/generate-types.sh index 05c922f0e..1439a446a 100755 --- a/hack/generate-types.sh +++ b/hack/generate-types.sh @@ -29,10 +29,11 @@ _generatePydantic() { --input "${ROOT_FOLDER}/openapi/$apiName.yaml" \ --input-file-type openapi \ --output "${ROOT_FOLDER}/mlserver/types/$apiName.py" \ + --output-model-type pydantic_v2.BaseModel \ --custom-template-dir "${ROOT_FOLDER}/hack/templates" \ --base-class ".base.BaseModel" \ --disable-timestamp \ - --target-python-version 3.6 + --target-python-version 3.10 } _generatePB "$TARGET" diff --git a/hack/templates/BaseModel_root.jinja2 b/hack/templates/BaseModel_root.jinja2 deleted file mode 100644 index a6c73147e..000000000 --- a/hack/templates/BaseModel_root.jinja2 +++ /dev/null @@ -1,35 +0,0 @@ -{# -Template coming from -https://github.com/koxudaxi/datamodel-code-generator/blob/master/datamodel_code_generator/model/template/pydantic/BaseModel_root.jinja2. -We override it to inject `__iter__` and `__getitem__`, as per -https://pydantic-docs.helpmanual.io/usage/models/#custom-root-types - -**NOTE: We also disable validation** -#} -{% for decorator in decorators -%} -{{ decorator }} -{% endfor -%} -class {{ class_name }}({{ base_class }}): -{%- if config %} -{% include 'Config.jinja2' %} -{%- endif %} -{%- if not fields %} - pass -{%- else %} - {%- if fields[0].field %} - __root__: {{ fields[0].type_hint }} = {{ fields[0].field }} - {%- elif fields[0].required or (fields[0].default == 'None' and fields[0].strip_default_none) %} - __root__: {{ fields[0].type_hint }} - {%- else %} - __root__: {{ fields[0].type_hint }} = {{ fields[0].represented_default }} - {%- endif %} - - def __iter__(self): - return iter(self.__root__) - - def __getitem__(self, idx): - return self.__root__[idx] - - def __len__(self): - return len(self.__root__) -{%- endif %} diff --git a/hack/templates/RootModel.jinja2 b/hack/templates/RootModel.jinja2 new file mode 100644 index 000000000..39ee2c658 --- /dev/null +++ b/hack/templates/RootModel.jinja2 @@ -0,0 +1,64 @@ +{# +Template coming from +https://github.com/koxudaxi/datamodel-code-generator/blob/master/datamodel_code_generator/model/template/pydantic/BaseModel_root.jinja2. +We override it to inject `__iter__` and `__getitem__`, as per +https://pydantic-docs.helpmanual.io/usage/models/#custom-root-types + +**NOTE: We also disable validation** +#} + + +{%- macro get_type_hint(_fields) -%} +{%- if _fields -%} +{#There will only ever be a single field for RootModel#} +{{- _fields[0].type_hint}} +{%- endif -%} +{%- endmacro -%} + + +{% for decorator in decorators -%} +{{ decorator }} +{% endfor -%} + +class {{ class_name }}({{ base_class }}{%- if fields -%}[{{get_type_hint(fields)}}]{%- endif -%}):{% if comment is defined %} # {{ comment }}{% endif %} +{%- if description %} + """ + {{ description | indent(4) }} + """ +{%- endif %} +{%- if config %} +{%- filter indent(4) %} +{% include 'ConfigDict.jinja2' %} +{%- endfilter %} +{%- endif %} +{%- if not fields and not description %} + pass +{%- else %} + {%- set field = fields[0] %} + {%- if not field.annotated and field.field %} + root: {{ field.type_hint }} = {{ field.field }} + {%- else %} + {%- if field.annotated %} + root: {{ field.annotated }} + {%- else %} + root: {{ field.type_hint }} + {%- endif %} + {%- if not (field.required or (field.represented_default == 'None' and field.strip_default_none)) + %} = {{ field.represented_default }} + {%- endif -%} + {%- endif %} + {%- if field.docstring %} + """ + {{ field.docstring | indent(4) }} + """ + {%- endif %} + + def __iter__(self): + return iter(self.root) + + def __getitem__(self, idx): + return self.root[idx] + + def __len__(self): + return len(self.root) +{%- endif %} diff --git a/mlserver/batch_processing.py b/mlserver/batch_processing.py index 2acec0ca1..83badf309 100644 --- a/mlserver/batch_processing.py +++ b/mlserver/batch_processing.py @@ -15,7 +15,7 @@ from time import perf_counter as timer from typing import Dict, List, Optional, Tuple -from pydantic.error_wrappers import ValidationError +from pydantic import ValidationError from mlserver.batching.requests import BatchedRequests from mlserver.types import InferenceRequest, InferenceResponse, Parameters @@ -201,7 +201,7 @@ def preprocess_items( invalid_inputs = [] for item in items: try: - inference_request = InferenceRequest.parse_obj(orjson.loads(item.item)) + inference_request = InferenceRequest.model_validate(orjson.loads(item.item)) # try to use `id` from the input file to identify each request in the batch if inference_request.id is None: inference_request.id = generate_uuid() @@ -247,7 +247,8 @@ def postprocess_items( output_items.append( BatchOutputItem( - index=item_indices[item_id], item=inference_response.json().encode() + index=item_indices[item_id], + item=inference_response.model_dump_json().encode(), ) ) return output_items diff --git a/mlserver/batching/requests.py b/mlserver/batching/requests.py index 0aeaabd21..daf85c3d1 100644 --- a/mlserver/batching/requests.py +++ b/mlserver/batching/requests.py @@ -13,13 +13,13 @@ def _get_data(payload: Union[RequestInput, ResponseOutput]): - return getattr(payload.data, "__root__", payload.data) + return getattr(payload.data, "root", payload.data) def _get_parameters(payload: ResponseOutput) -> DefaultDict[Any, Any]: parameters = defaultdict(list) if payload.parameters is not None: - payload_parameters = payload.parameters.dict() + payload_parameters = payload.parameters.model_dump() for param_name, param_values in payload_parameters.items(): if param_name in ["content_type", "headers"]: continue @@ -41,7 +41,7 @@ def _merge_parameters( if not parametrised_obj.parameters: return all_params - obj_params = parametrised_obj.parameters.dict() + obj_params = parametrised_obj.parameters.model_dump() return {**all_params, **obj_params} @@ -53,7 +53,7 @@ def _merge_input_parameters( ) -> dict: if not parametrised_obj.parameters: return all_params - obj_params = parametrised_obj.parameters.dict() + obj_params = parametrised_obj.parameters.model_dump() if all_params == {}: return obj_params else: diff --git a/mlserver/codecs/base64.py b/mlserver/codecs/base64.py index ceb4ec8e1..b8539699e 100644 --- a/mlserver/codecs/base64.py +++ b/mlserver/codecs/base64.py @@ -69,7 +69,8 @@ def encode_output( @classmethod def decode_output(cls, response_output: ResponseOutput) -> List[bytes]: - packed = response_output.data.__root__ + packed = response_output.data.root + return list(map(_decode_base64, as_list(packed))) @classmethod @@ -88,6 +89,6 @@ def encode_input( @classmethod def decode_input(cls, request_input: RequestInput) -> List[bytes]: - packed = request_input.data.__root__ + packed = request_input.data.root return list(map(_decode_base64, as_list(packed))) diff --git a/mlserver/codecs/datetime.py b/mlserver/codecs/datetime.py index 02dc47d99..ef4fa2e7f 100644 --- a/mlserver/codecs/datetime.py +++ b/mlserver/codecs/datetime.py @@ -67,7 +67,7 @@ def encode_output( @classmethod def decode_output(cls, response_output: ResponseOutput) -> List[datetime]: - packed = response_output.data.__root__ + packed = response_output.data.root return list(map(_decode_datetime, as_list(packed))) @@ -86,6 +86,6 @@ def encode_input( @classmethod def decode_input(cls, request_input: RequestInput) -> List[datetime]: - packed = request_input.data.__root__ + packed = request_input.data.root return list(map(_decode_datetime, as_list(packed))) diff --git a/mlserver/codecs/numpy.py b/mlserver/codecs/numpy.py index 9c3f50e2d..c61a10408 100644 --- a/mlserver/codecs/numpy.py +++ b/mlserver/codecs/numpy.py @@ -37,7 +37,7 @@ def to_dtype(input_or_output: InputOrOutput) -> "np.dtype": dtype = _DatatypeToNumpy[Datatype(input_or_output.datatype)] if input_or_output.datatype == "BYTES": - data = getattr(input_or_output.data, "__root__", input_or_output.data) + data = getattr(input_or_output.data, "root", input_or_output.data) if is_list_of(data, str): # Handle special case of strings being treated as Numpy arrays return np.dtype(str) @@ -63,7 +63,7 @@ def to_datatype(dtype: np.dtype) -> Datatype: def _to_ndarray(input_or_output: InputOrOutput) -> np.ndarray: - data = getattr(input_or_output.data, "__root__", input_or_output.data) + data = getattr(input_or_output.data, "root", input_or_output.data) dtype = to_dtype(input_or_output) if Datatype(input_or_output.datatype) == Datatype.BYTES: diff --git a/mlserver/codecs/string.py b/mlserver/codecs/string.py index 3f2ca7c76..58b9acd8d 100644 --- a/mlserver/codecs/string.py +++ b/mlserver/codecs/string.py @@ -29,7 +29,7 @@ def decode_str(encoded: ListElement, str_codec=_DefaultStrCodec) -> str: def _decode_input_or_output(input_or_output: InputOrOutput) -> List[str]: - packed = input_or_output.data.__root__ + packed = input_or_output.data.root unpacked = map(decode_str, as_list(packed)) return list(unpacked) diff --git a/mlserver/grpc/converters.py b/mlserver/grpc/converters.py index 602979e7c..ceff3b324 100644 --- a/mlserver/grpc/converters.py +++ b/mlserver/grpc/converters.py @@ -223,7 +223,7 @@ def to_types( return types.RequestInput.construct( name=pb_object.name, shape=list(pb_object.shape), - datatype=Datatype(pb_object.datatype), + datatype=pb_object.datatype, parameters=ParametersConverter.to_types(pb_object.parameters), data=InferTensorContentsConverter.to_types(pb_object.contents), ) @@ -296,7 +296,7 @@ def from_types( cls, type_object: types.Parameters ) -> Mapping[str, pb.InferParameter]: pb_object = {} - as_dict = type_object.dict() + as_dict = type_object.model_dump(by_alias=True) for key, value in as_dict.items(): infer_parameter_key = cls._get_inferparameter_key(value) @@ -326,7 +326,7 @@ class InferTensorContentsConverter: def to_types(cls, pb_object: pb.InferTensorContents) -> types.TensorData: data = _get_value(pb_object, default=[]) as_list = list(data) - return types.TensorData.construct(__root__=as_list) + return types.TensorData(root=as_list) @classmethod def from_types( diff --git a/mlserver/handlers/dataplane.py b/mlserver/handlers/dataplane.py index 8b17e5b53..93ac4fe18 100644 --- a/mlserver/handlers/dataplane.py +++ b/mlserver/handlers/dataplane.py @@ -93,7 +93,7 @@ async def infer( ).count_exceptions() if self._response_cache is not None: - cache_key = payload.json() + cache_key = payload.model_dump_json() with infer_duration, infer_errors: if payload.id is None: @@ -117,7 +117,9 @@ async def infer( else: prediction = await model.predict(payload) # ignore cache insertion error if any - await self._response_cache.insert(cache_key, prediction.json()) + await self._response_cache.insert( + cache_key, prediction.model_dump_json() + ) else: prediction = await model.predict(payload) diff --git a/mlserver/handlers/model_repository.py b/mlserver/handlers/model_repository.py index be0b2d841..e17ae9ca1 100644 --- a/mlserver/handlers/model_repository.py +++ b/mlserver/handlers/model_repository.py @@ -31,7 +31,7 @@ async def index(self, payload: RepositoryIndexRequest) -> RepositoryIndexRespons else: repository_items.append(index_item) - return RepositoryIndexResponse(__root__=repository_items) + return RepositoryIndexResponse(root=repository_items) async def _to_item( self, model_settings: ModelSettings diff --git a/mlserver/kafka/message.py b/mlserver/kafka/message.py index 45c50e4a0..4047eda48 100644 --- a/mlserver/kafka/message.py +++ b/mlserver/kafka/message.py @@ -42,7 +42,7 @@ class KafkaMessage(BaseModel): def from_types( cls, key: Optional[str], value: BaseModel, headers: Dict[str, str] ) -> "KafkaMessage": - as_dict = value.dict() + as_dict = value.model_dump() return KafkaMessage(key=key, value=as_dict, headers=headers) @classmethod diff --git a/mlserver/parallel/messages.py b/mlserver/parallel/messages.py index adae776c7..94af83efb 100644 --- a/mlserver/parallel/messages.py +++ b/mlserver/parallel/messages.py @@ -2,7 +2,7 @@ from asyncio import CancelledError from enum import IntEnum -from pydantic import BaseModel, Field +from pydantic import BaseModel, Field, ConfigDict from typing import Any, Dict, List, Optional, Union from ..utils import generate_uuid @@ -15,6 +15,10 @@ class ModelUpdateType(IntEnum): class Message(BaseModel): + model_config = ConfigDict( + protected_namespaces=(), + ) + id: str = Field(default_factory=generate_uuid) @@ -27,12 +31,12 @@ class ModelRequestMessage(Message): class ModelResponseMessage(Message): - class Config: - # This is to allow having an Exception field - arbitrary_types_allowed = True + model_config = ConfigDict( + arbitrary_types_allowed=True, + ) - return_value: Optional[Any] - exception: Optional[Union[Exception, CancelledError]] + return_value: Optional[Any] = None + exception: Optional[Union[Exception, CancelledError]] = None class ModelUpdateMessage(Message): @@ -42,7 +46,7 @@ class ModelUpdateMessage(Message): def __init__(self, *args, **kwargs): model_settings = kwargs.pop("model_settings", None) if model_settings: - as_dict = model_settings.dict() + as_dict = model_settings.model_dump(by_alias=True) # Ensure the private `_source` attr also gets serialised if model_settings._source: as_dict["_source"] = model_settings._source diff --git a/mlserver/raw.py b/mlserver/raw.py index 697b3056e..48ed4f47e 100644 --- a/mlserver/raw.py +++ b/mlserver/raw.py @@ -3,7 +3,7 @@ from functools import reduce from operator import mul from typing import List, Tuple -from .types import Datatype +from .types import Datatype, TensorData from .codecs.string import encode_str from .codecs.utils import InputOrOutput @@ -112,7 +112,7 @@ def inject_raw( # This is to allow for mixed reqs / resp, where some entries have # data, some entries are raw raw = raw_contents[raw_idx] - elem.data = unpack(elem, raw) # type: ignore + elem.data = TensorData(unpack(elem, raw)) # type: ignore raw_idx += 1 return elems diff --git a/mlserver/repository/factory.py b/mlserver/repository/factory.py index d2da0744b..863dd94f5 100644 --- a/mlserver/repository/factory.py +++ b/mlserver/repository/factory.py @@ -1,12 +1,12 @@ from .repository import ModelRepository, SchemalessModelRepository from ..settings import Settings -from pydantic import PyObject +from pydantic import ImportString class ModelRepositoryFactory: @staticmethod def resolve_model_repository(settings: Settings) -> ModelRepository: - model_repository_implementation: PyObject = SchemalessModelRepository + model_repository_implementation: ImportString = SchemalessModelRepository result: ModelRepository if settings.model_repository_implementation: diff --git a/mlserver/repository/repository.py b/mlserver/repository/repository.py index 0e323af43..17f7fe19c 100644 --- a/mlserver/repository/repository.py +++ b/mlserver/repository/repository.py @@ -2,7 +2,7 @@ import os import glob -from pydantic.error_wrappers import ValidationError +from pydantic import ValidationError from typing import List from ..settings import ModelParameters, ModelSettings diff --git a/mlserver/rest/errors.py b/mlserver/rest/errors.py index 438ede72d..8d699a91b 100644 --- a/mlserver/rest/errors.py +++ b/mlserver/rest/errors.py @@ -12,7 +12,7 @@ class APIErrorResponse(BaseModel): async def handle_mlserver_error(request: Request, exc: MLServerError) -> Response: err_res = APIErrorResponse(error=str(exc)) - return Response(status_code=exc.status_code, content=err_res.dict()) + return Response(status_code=exc.status_code, content=err_res.model_dump()) _EXCEPTION_HANDLERS = {MLServerError: handle_mlserver_error} diff --git a/mlserver/settings.py b/mlserver/settings.py index e610efd68..c1b79d177 100644 --- a/mlserver/settings.py +++ b/mlserver/settings.py @@ -4,8 +4,24 @@ import importlib import inspect -from typing import Any, Dict, List, Optional, Type, Union, no_type_check, TYPE_CHECKING -from pydantic import PyObject, Extra, Field, BaseSettings as _BaseSettings +from typing import ( + Any, + Dict, + List, + Optional, + Type, + Union, + no_type_check, + TYPE_CHECKING, +) +from pydantic import ( + ImportString, + Field, + AliasChoices, +) +from pydantic._internal._validators import import_string +import pydantic_settings +from pydantic_settings import SettingsConfigDict from contextlib import contextmanager from .version import __version__ @@ -20,6 +36,7 @@ DEFAULT_ENVIRONMENTS_DIR = os.path.join(os.getcwd(), ".envs") DEFAULT_METRICS_DIR = os.path.join(os.getcwd(), ".metrics") +# Conditionally imported due to cyclic dependencies if TYPE_CHECKING: from ..model import MLModel @@ -46,7 +63,7 @@ def _reload_module(import_path: str): importlib.reload(module) -class BaseSettings(_BaseSettings): +class BaseSettings(pydantic_settings.BaseSettings): @no_type_check def __setattr__(self, name, value): """ @@ -92,9 +109,15 @@ def json(self, by_alias=True, exclude_unset=True, exclude_none=True, **kwargs): class CORSSettings(BaseSettings): - class Config: - env_file = ENV_FILE_SETTINGS - env_prefix = ENV_PREFIX_SETTINGS + model_config = SettingsConfigDict( + env_file=ENV_FILE_SETTINGS, + env_prefix=ENV_PREFIX_SETTINGS, + # > For compatibility with pydantic 1.x BaseSettings you + # > should use extra=ignore: [1] + # + # [1] https://docs.pydantic.dev/2.7/concepts/pydantic_settings/#dotenv-env-support # noqa: E501 + extra="ignore", + ) allow_origins: Optional[List[str]] = [] """ @@ -128,9 +151,16 @@ class Config: class Settings(BaseSettings): - class Config: - env_file = ENV_FILE_SETTINGS - env_prefix = ENV_PREFIX_SETTINGS + model_config = SettingsConfigDict( + protected_namespaces=(), + env_file=ENV_FILE_SETTINGS, + env_prefix=ENV_PREFIX_SETTINGS, + # > For compatibility with pydantic 1.x BaseSettings you + # > should use extra=ignore: [1] + # + # [1] https://docs.pydantic.dev/2.7/concepts/pydantic_settings/#dotenv-env-support # noqa: E501 + extra="ignore", + ) debug: bool = True @@ -149,7 +179,7 @@ class Config: """ # Custom model repository class implementation - model_repository_implementation: Optional[PyObject] = None + model_repository_implementation: Optional[ImportString] = None """*Python path* to the inference runtime to model repository (e.g. ``mlserver.repository.repository.SchemalessModelRepository``).""" @@ -257,10 +287,11 @@ class ModelParameters(BaseSettings): can change on each instance (e.g. each version) of the model. """ - class Config: - extra = Extra.allow - env_file = ENV_FILE_SETTINGS - env_prefix = ENV_PREFIX_MODEL_SETTINGS + model_config = SettingsConfigDict( + env_file=ENV_FILE_SETTINGS, + env_prefix=ENV_PREFIX_MODEL_SETTINGS, + extra="allow", + ) uri: Optional[str] = None """ @@ -287,17 +318,22 @@ class Config: class ModelSettings(BaseSettings): - class Config: - env_file = ENV_FILE_SETTINGS - env_prefix = ENV_PREFIX_MODEL_SETTINGS - underscore_attrs_are_private = True + model_config = SettingsConfigDict( + env_file=ENV_FILE_SETTINGS, + env_prefix=ENV_PREFIX_MODEL_SETTINGS, + # > For compatibility with pydantic 1.x BaseSettings you + # > should use extra=ignore: [1] + # + # [1] https://docs.pydantic.dev/2.7/concepts/pydantic_settings/#dotenv-env-support # noqa: E501 + extra="ignore", + ) # Source points to the file where model settings were loaded from _source: Optional[str] = None def __init__(self, *args, **kwargs): # Ensure we still support inline init, e.g. - # ModelSettings(implementation=SumModel) + # `ModelSettings(implementation=SumModel)`. implementation = kwargs.get("implementation", None) if inspect.isclass(implementation): kwargs["implementation"] = _get_import_path(implementation) @@ -309,31 +345,53 @@ def parse_file(cls, path: str) -> "ModelSettings": # type: ignore with open(path, "r") as f: obj = json.load(f) obj["_source"] = path - return cls.parse_obj(obj) + return cls.model_validate(obj) @classmethod - def parse_obj(cls, obj: Any) -> "ModelSettings": + def model_validate(cls, obj: Any) -> "ModelSettings": # type: ignore source = obj.pop("_source", None) - model_settings = super().parse_obj(obj) + model_settings = super().model_validate(obj) if source: model_settings._source = source return model_settings + # Custom model class implementation + # + # NOTE: The `implementation_` attr will only point to the string import. + # + # The actual import will occur within the `implementation` property - think + # of this as a lazy import. + # + # You should always use `model_settings.implementation` and treat + # `implementation_` as a private attr. + @property def implementation(self) -> Type["MLModel"]: + # If the source is not set, use the path for the model module if not self._source: - return PyObject.validate(self.implementation_) # type: ignore + return import_string(self.implementation_) # type: ignore + # Get a nice path to the model's (disk) location model_folder = os.path.dirname(self._source) + + # Temporarily inject the model's module into the Python + # system path. with _extra_sys_path(model_folder): _reload_module(self.implementation_) - return PyObject.validate(self.implementation_) # type: ignore + return import_string(self.implementation_) # type: ignore @implementation.setter def implementation(self, value: Type["MLModel"]): self.implementation_ = _get_import_path(value) + implementation_: str = Field( + validation_alias=AliasChoices( + "implementation", "MLSERVER_MODEL_IMPLEMENTATION" + ), + serialization_alias="implementation", + ) + @property def version(self) -> Optional[str]: params = self.parameters @@ -382,16 +440,6 @@ def version(self) -> Optional[str]: """When adaptive batching is enabled, maximum amount of time (in seconds) to wait for enough requests to build a full batch.""" - # Custom model class implementation - # NOTE: The `implementation_` attr will only point to the string import. - # The actual import will occur within the `implementation` property - think - # of this as a lazy import. - # You should always use `model_settings.implementation` and treat - # `implementation_` as a private attr (due to Pydantic - we can't just - # prefix the attr with `_`). - implementation_: str = Field( - alias="implementation", env="MLSERVER_MODEL_IMPLEMENTATION" - ) """*Python path* to the inference runtime to use to serve this model (e.g. ``mlserver_sklearn.SKLearnModel``).""" diff --git a/mlserver/types/base.py b/mlserver/types/base.py index c166b9829..becfa06ef 100644 --- a/mlserver/types/base.py +++ b/mlserver/types/base.py @@ -1,7 +1,8 @@ -from pydantic import BaseModel as _BaseModel +import pydantic +from pydantic import ConfigDict -class BaseModel(_BaseModel): +class BaseModel(pydantic.BaseModel): """ Override Pydantic's BaseModel class to ensure all payloads exclude unset fields by default. @@ -10,15 +11,17 @@ class BaseModel(_BaseModel): https://github.com/pydantic/pydantic/issues/1387#issuecomment-612901525 """ - def dict(self, exclude_unset=True, exclude_none=True, **kwargs): - return super().dict( + model_config = ConfigDict( + protected_namespaces=(), + use_enum_values=True, + ) + + def model_dump(self, exclude_unset=True, exclude_none=True, **kwargs): + return super().model_dump( exclude_unset=exclude_unset, exclude_none=exclude_none, **kwargs ) - def json(self, exclude_unset=True, exclude_none=True, **kwargs): - return super().json( + def model_dump_json(self, exclude_unset=True, exclude_none=True, **kwargs): + return super().model_dump_json( exclude_unset=exclude_unset, exclude_none=exclude_none, **kwargs ) - - class Config: - use_enum_values = True diff --git a/mlserver/types/dataplane.py b/mlserver/types/dataplane.py index b565b7ef2..8ce05f411 100644 --- a/mlserver/types/dataplane.py +++ b/mlserver/types/dataplane.py @@ -4,7 +4,7 @@ from enum import Enum from typing import Any, Dict, List, Optional -from pydantic import Extra, Field +from pydantic import Field, RootModel, ConfigDict from .base import BaseModel @@ -40,24 +40,25 @@ class MetadataModelErrorResponse(BaseModel): class Parameters(BaseModel): - class Config: - extra = Extra.allow + model_config = ConfigDict( + extra="allow", + ) content_type: Optional[str] = None headers: Optional[Dict[str, Any]] = None -class TensorData(BaseModel): - __root__: Any = Field(..., title="TensorData") +class TensorData(RootModel[Any]): + root: Any = Field(..., title="TensorData") def __iter__(self): - return iter(self.__root__) + return iter(self.root) def __getitem__(self, idx): - return self.__root__[idx] + return self.root[idx] def __len__(self): - return len(self.__root__) + return len(self.root) class RequestOutput(BaseModel): diff --git a/mlserver/types/model_repository.py b/mlserver/types/model_repository.py index 34de26ec7..21b75c1d9 100644 --- a/mlserver/types/model_repository.py +++ b/mlserver/types/model_repository.py @@ -1,10 +1,12 @@ # generated by datamodel-codegen: # filename: model_repository.yaml +from __future__ import annotations + from enum import Enum from typing import List, Optional -from pydantic import Field +from pydantic import Field, RootModel from .base import BaseModel @@ -24,23 +26,23 @@ class State(Enum): class RepositoryIndexResponseItem(BaseModel): name: str version: Optional[str] = None - state: "State" + state: State reason: str -class RepositoryIndexResponse(BaseModel): - __root__: List["RepositoryIndexResponseItem"] = Field( +class RepositoryIndexResponse(RootModel[List[RepositoryIndexResponseItem]]): + root: List[RepositoryIndexResponseItem] = Field( ..., title="RepositoryIndexResponse" ) def __iter__(self): - return iter(self.__root__) + return iter(self.root) def __getitem__(self, idx): - return self.__root__[idx] + return self.root[idx] def __len__(self): - return len(self.__root__) + return len(self.root) class RepositoryLoadErrorResponse(BaseModel): diff --git a/openapi/dataplane.yaml b/openapi/dataplane.yaml index 3aa6ad43e..edcc19d03 100644 --- a/openapi/dataplane.yaml +++ b/openapi/dataplane.yaml @@ -427,6 +427,7 @@ components: - data TensorData: title: TensorData + type: array RequestOutput: title: RequestOutput type: object diff --git a/poetry.lock b/poetry.lock index 34834f3b3..ad8848428 100644 --- a/poetry.lock +++ b/poetry.lock @@ -229,13 +229,13 @@ tz = ["backports.zoneinfo"] [[package]] name = "alibi" -version = "0.9.5" +version = "0.9.6" description = "Algorithms for monitoring and explaining 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platform_python_implementation != 'PyPy')"} -pydantic = "<2.0.0" +pydantic = "2.7.1" +pydantic-settings = "2.2.1" python-multipart = "*" ## The importlib-resources backport is required to use some @@ -119,6 +120,7 @@ mlserver-mlflow = {path = "./runtimes/mlflow", develop = true} mlserver-huggingface = {path = "./runtimes/huggingface", develop = true} mlserver-alibi-explain = {path = "./runtimes/alibi-explain", develop = true} mlserver-alibi-detect = {path = "./runtimes/alibi-detect", develop = true} +mlserver-catboost = {path = "./runtimes/catboost", develop = true} [tool.poetry.group.all-runtimes-dev] optional = true @@ -147,7 +149,7 @@ sphinx_material = "0.0.36" readthedocs-sphinx-search = "0.3.2" myst-parser = "2.0.0" sphinxcontrib-bibtex = "2.5.0" -autodoc_pydantic = "1.9.0" +autodoc_pydantic = "2.2.0" sphinx-click = "5.1.0" sphinx_design = "0.4.1" sphinx-autobuild = "2024.4.16" diff --git a/runtimes/alibi-detect/mlserver_alibi_detect/runtime.py b/runtimes/alibi-detect/mlserver_alibi_detect/runtime.py index 085191eb8..d746e6ac5 100644 --- a/runtimes/alibi-detect/mlserver_alibi_detect/runtime.py +++ b/runtimes/alibi-detect/mlserver_alibi_detect/runtime.py @@ -1,9 +1,10 @@ import os import numpy as np -from pydantic.error_wrappers import ValidationError +from pydantic import ValidationError from typing import Optional, List, Dict -from pydantic import BaseSettings, Field +from pydantic import Field +from pydantic_settings import BaseSettings, SettingsConfigDict from functools import cached_property from alibi_detect.saving import load_detector @@ -28,8 +29,9 @@ class AlibiDetectSettings(BaseSettings): Parameters that apply only to alibi detect models """ - class Config: - env_prefix = ENV_PREFIX_ALIBI_DETECT_SETTINGS + model_config = SettingsConfigDict( + env_prefix=ENV_PREFIX_ALIBI_DETECT_SETTINGS, + ) predict_parameters: dict = {} """ diff --git a/runtimes/alibi-detect/poetry.lock b/runtimes/alibi-detect/poetry.lock index 603633ff1..8e3b8a7c1 100644 --- a/runtimes/alibi-detect/poetry.lock +++ b/runtimes/alibi-detect/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 1.8.1 and should not be changed by hand. 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"predict") + # Set the return value of the mocked predict method + mocked_predict.return_value = {"data": {}, "meta": {}} + # For #(batch - 1) requests, outputs should be empty batch_size = drift_detector._ad_settings.batch_size expected = np.random.randint(10, size=(batch_size, 3)) # type: ignore diff --git a/runtimes/alibi-explain/mlserver_alibi_explain/common.py b/runtimes/alibi-explain/mlserver_alibi_explain/common.py index 1d2dcbdcb..66530f2e5 100644 --- a/runtimes/alibi-explain/mlserver_alibi_explain/common.py +++ b/runtimes/alibi-explain/mlserver_alibi_explain/common.py @@ -4,7 +4,7 @@ import numpy as np import requests -from pydantic import BaseSettings +from pydantic_settings import BaseSettings, SettingsConfigDict from mlserver.codecs import StringCodec, NumpyCodec from mlserver.types import ( @@ -56,7 +56,7 @@ def remote_predict( verify = ssl_verify_path response_raw = requests.post( predictor_url, - json=v2_payload.dict(), + json=v2_payload.model_dump(), headers={SELDON_SKIP_LOGGING_HEADER: "true"}, verify=verify, ) @@ -86,17 +86,18 @@ class AlibiExplainSettings(BaseSettings): Parameters that apply only to alibi explain models """ - class Config: - env_prefix = ENV_PREFIX_ALIBI_EXPLAIN_SETTINGS + model_config = SettingsConfigDict( + env_prefix=ENV_PREFIX_ALIBI_EXPLAIN_SETTINGS, + ) infer_uri: str explainer_type: str explainer_batch: Optional[bool] = False # In cases where the inference model can output multiple fields and # we are interested in a specific field for explanation - infer_output: Optional[str] - init_parameters: Optional[dict] - ssl_verify_path: Optional[str] + infer_output: Optional[str] = None + init_parameters: Optional[dict] = None + ssl_verify_path: Optional[str] = None def import_and_get_class(class_path: str) -> type: @@ -144,8 +145,15 @@ def to_v2_inference_request( input_name = metadata.inputs[0].name if metadata.outputs: if not output: - default_outputs = [metadata.outputs[0]] - + default_outputs = [ + { + 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+289,7 @@ async def integrated_gradients_runtime(tf_mnist_model_uri: str) -> AlibiExplainR ModelSettings( parallel_workers=1, implementation=AlibiExplainRuntime, - parameters=ModelParameters(extra=explainer_settings.dict()), + parameters=ModelParameters(extra=explainer_settings.model_dump()), ) ) assert isinstance(rt, MLModel) @@ -332,7 +332,7 @@ def _explain_impl( parameters=ModelParameters( extra=AlibiExplainSettings( explainer_type="anchor_image", infer_uri="dummy_call" - ), + ).model_dump(), ), ) diff --git a/runtimes/alibi-explain/tests/helpers/utils.py b/runtimes/alibi-explain/tests/helpers/utils.py index b1f36d237..13a9db210 100644 --- a/runtimes/alibi-explain/tests/helpers/utils.py +++ b/runtimes/alibi-explain/tests/helpers/utils.py @@ -111,7 +111,7 @@ def build_test_case( else: init_params = init_kwargs.copy() alibi_explain_settings["init_parameters"] = init_params - model_params["extra"] = AlibiExplainSettings(**alibi_explain_settings) + model_params["extra"] = AlibiExplainSettings(**alibi_explain_settings).model_dump() model_settings = ModelSettings( name="foo", diff --git a/runtimes/alibi-explain/tests/test_alibi_runtime_base.py b/runtimes/alibi-explain/tests/test_alibi_runtime_base.py index 445a1fae2..4412da824 100644 --- a/runtimes/alibi-explain/tests/test_alibi_runtime_base.py +++ b/runtimes/alibi-explain/tests/test_alibi_runtime_base.py @@ -200,7 +200,7 @@ async def test_custom_explain_endpoint(dummy_alibi_explain_client): ) response = await dummy_alibi_explain_client.post( - "/explain", json=inference_request.dict() + "/explain", json=inference_request.model_dump() ) response_text = json.loads(response.text) assert "meta" in response_text diff --git a/runtimes/alibi-explain/tests/test_common.py b/runtimes/alibi-explain/tests/test_common.py index d57b05c93..fcdf19d4c 100644 --- a/runtimes/alibi-explain/tests/test_common.py +++ b/runtimes/alibi-explain/tests/test_common.py @@ -40,7 +40,7 @@ def test_remote_predict(requests_mock): 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b/runtimes/huggingface/mlserver_huggingface/codecs/conversation.py index 3e31999f5..f8bf04494 100644 --- a/runtimes/huggingface/mlserver_huggingface/codecs/conversation.py +++ b/runtimes/huggingface/mlserver_huggingface/codecs/conversation.py @@ -36,7 +36,7 @@ def encode_output( @classmethod def decode_output(cls, response_output: ResponseOutput) -> List[Any]: - packed = response_output.data.__root__ + packed = response_output.data return [json_decode(item) for item in packed] @classmethod @@ -56,5 +56,5 @@ def encode_input( @classmethod def decode_input(cls, request_input: RequestInput) -> List[Conversation]: - packed = request_input.data.__root__ + packed = request_input.data return [json_decode(item) for item in packed] diff --git a/runtimes/huggingface/mlserver_huggingface/codecs/image.py b/runtimes/huggingface/mlserver_huggingface/codecs/image.py index 2ba29afbb..487d8847d 100644 --- a/runtimes/huggingface/mlserver_huggingface/codecs/image.py +++ b/runtimes/huggingface/mlserver_huggingface/codecs/image.py @@ -54,7 +54,7 @@ def encode_output( @classmethod def decode_output(cls, response_output: ResponseOutput) -> List["Image.Image"]: - packed = response_output.data.__root__ + packed = response_output.data.root return list(map(_pil_base64decode, as_list(packed))) @classmethod @@ -74,5 +74,5 @@ def encode_input( @classmethod def decode_input(cls, request_input: RequestInput) -> List["Image.Image"]: - packed = request_input.data.__root__ + packed = request_input.data.root return list(map(_pil_base64decode, as_list(packed))) diff --git a/runtimes/huggingface/mlserver_huggingface/codecs/json.py b/runtimes/huggingface/mlserver_huggingface/codecs/json.py index 4947fabd4..7334ce813 100644 --- a/runtimes/huggingface/mlserver_huggingface/codecs/json.py +++ b/runtimes/huggingface/mlserver_huggingface/codecs/json.py @@ -33,7 +33,7 @@ def encode_output( @classmethod def decode_output(cls, response_output: ResponseOutput) -> Dict[Any, Any]: - packed = response_output.data.__root__ + packed = response_output.data return json_decode(packed[0]) @classmethod @@ -53,5 +53,5 @@ def encode_input( @classmethod def decode_input(cls, request_input: RequestInput) -> List[bytes]: - packed = request_input.data.__root__ + packed = request_input.data return json_decode(packed[0]) diff --git a/runtimes/huggingface/mlserver_huggingface/codecs/jsonlist.py b/runtimes/huggingface/mlserver_huggingface/codecs/jsonlist.py index 3996f4efe..f915d6268 100644 --- a/runtimes/huggingface/mlserver_huggingface/codecs/jsonlist.py +++ b/runtimes/huggingface/mlserver_huggingface/codecs/jsonlist.py @@ -36,7 +36,7 @@ def encode_output( @classmethod def decode_output(cls, response_output: ResponseOutput) -> List[Dict[Any, Any]]: - packed = response_output.data.__root__ + packed = response_output.data return [json_decode(el) for el in packed] @classmethod @@ -56,5 +56,5 @@ def encode_input( @classmethod def decode_input(cls, request_input: RequestInput) -> List[Dict[Any, Any]]: - packed = request_input.data.__root__ + packed = request_input.data return [json_decode(el) for el in packed] diff --git a/runtimes/huggingface/mlserver_huggingface/settings.py b/runtimes/huggingface/mlserver_huggingface/settings.py index 7f7599aa6..ae60807c3 100644 --- a/runtimes/huggingface/mlserver_huggingface/settings.py +++ b/runtimes/huggingface/mlserver_huggingface/settings.py @@ -2,7 +2,7 @@ import orjson from typing import Optional, Dict, Union, NewType -from pydantic import BaseSettings, Extra +from pydantic_settings import BaseSettings, SettingsConfigDict from distutils.util import strtobool from transformers.pipelines import SUPPORTED_TASKS @@ -35,9 +35,11 @@ class HuggingFaceSettings(BaseSettings): Parameters that apply only to HuggingFace models """ - class Config: - env_prefix = ENV_PREFIX_HUGGINGFACE_SETTINGS - extra = Extra.ignore + model_config = SettingsConfigDict( + env_prefix=ENV_PREFIX_HUGGINGFACE_SETTINGS, + extra="ignore", + protected_namespaces=(), + ) # TODO: Document fields task: str = "" diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index a5ea67b70..42f13641f 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -183,6 +183,17 @@ files = [ [package.dependencies] frozenlist = ">=1.1.0" +[[package]] +name = "annotated-types" +version = "0.6.0" +description = "Reusable constraint types to use with typing.Annotated" +optional = false +python-versions = ">=3.8" +files = [ + {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"}, + {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"}, +] + [[package]] name = "anyio" version = "4.3.0" @@ -1672,7 +1683,8 @@ orjson = "*" pandas = "*" protobuf = "*" py-grpc-prometheus = "*" -pydantic = "<2.0.0" +pydantic = "2.7.1" +pydantic-settings = "2.2.1" 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python-versions = ">=3.9,<3.12" -content-hash = "13e6f63e6cce9ba27a24d3c3e601c7182f44c8359fdf00f66c1e3300ac161ec3" +content-hash = "5093e74c6170ad9df9d1f0219b92318222cf2f68096e1d31dcce39430da8002f" diff --git a/runtimes/huggingface/pyproject.toml b/runtimes/huggingface/pyproject.toml index 1cfd08fdc..0542771f5 100644 --- a/runtimes/huggingface/pyproject.toml +++ b/runtimes/huggingface/pyproject.toml @@ -13,7 +13,7 @@ mlserver = "*" tensorflow = "*" pillow = "*" optimum = {extras = ["onnxruntime"], version = ">=1.4,<2.0"} -pydantic = "<2.0.0" +pydantic = "2.7.1" [tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} diff --git a/runtimes/huggingface/tests/conftest.py b/runtimes/huggingface/tests/conftest.py index 7b6c07998..398ad92ae 100644 --- a/runtimes/huggingface/tests/conftest.py +++ b/runtimes/huggingface/tests/conftest.py @@ -2,7 +2,6 @@ import asyncio from mlserver.utils import install_uvloop_event_loop -from mlserver.types import InferenceRequest, RequestInput # test a prediction spend long time, so add this command argument to enable test tasks @@ -20,23 +19,3 @@ def event_loop(): loop = asyncio.get_event_loop() yield loop loop.close() - - -@pytest.fixture -def inference_request() -> InferenceRequest: - return InferenceRequest( - inputs=[ - RequestInput( - name="question", - shape=[1], - datatype="BYTES", - data=["what is your name?"], - ), - RequestInput( - name="context", - shape=[1], - datatype="BYTES", - data=["Hello, I am Seldon, how is it going"], - ), - ] - ) diff --git a/runtimes/huggingface/tests/test_codecs/test_conversation.py b/runtimes/huggingface/tests/test_codecs/test_conversation.py index 7b709b9d0..723e3457c 100644 --- a/runtimes/huggingface/tests/test_codecs/test_conversation.py +++ b/runtimes/huggingface/tests/test_codecs/test_conversation.py @@ -29,7 +29,7 @@ content_type=HuggingfaceConversationCodec.ContentType ), data=TensorData( - __root__=[ + root=[ '{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "hello"}', # noqa '{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "how\'s it going"}', # noqa ] @@ -58,7 +58,7 @@ content_type=HuggingfaceConversationCodec.ContentType ), data=TensorData( - __root__=[ + root=[ b'{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "hello"}', # noqa b'{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "how\'s it going"}', # noqa ] @@ -99,7 +99,7 @@ def test_encode_input(name, var, use_bytes, expected1, expected2): content_type=HuggingfaceConversationCodec.ContentType ), data=TensorData( - __root__=[ + root=[ '{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "hello"}', # noqa '{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "how\'s it going"}', # noqa ] @@ -124,7 +124,7 @@ def test_encode_input(name, var, use_bytes, expected1, expected2): content_type=HuggingfaceConversationCodec.ContentType ), data=TensorData( - __root__=[ + root=[ b'{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "hello"}', # noqa b'{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "how\'s it going"}', # noqa ] @@ -170,7 +170,7 @@ def test_decode_input(var, expected): content_type=HuggingfaceConversationCodec.ContentType ), data=TensorData( - __root__=[ + root=[ '{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "hello"}', # noqa '{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "how\'s it going"}', # noqa ] @@ -198,7 +198,7 @@ def test_decode_input(var, expected): content_type=HuggingfaceConversationCodec.ContentType ), data=TensorData( - __root__=[ + root=[ b'{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "hello"}', # noqa b'{"uuid": "8524ebb5-2f63-4f36-866f-f6152e9da03f", "past_user_inputs": [], "generated_responses": [], "new_user_input": "how\'s it going"}', # noqa ] @@ -222,7 +222,7 @@ def test_encode_output(name, var, use_bytes, expected1, expected2): assert can_encode == expected1 if can_encode: assert ( - HuggingfaceConversationCodec.encode_input(name, var, use_bytes=use_bytes) + HuggingfaceConversationCodec.encode_output(name, var, use_bytes=use_bytes) == expected2 ) diff --git a/runtimes/huggingface/tests/test_codecs/test_image.py b/runtimes/huggingface/tests/test_codecs/test_image.py index 40bee9698..fb3b21417 100644 --- a/runtimes/huggingface/tests/test_codecs/test_image.py +++ b/runtimes/huggingface/tests/test_codecs/test_image.py @@ -131,7 +131,7 @@ def test_encode_output(name, var, use_bytes, expected1, expected2): can_encode = PILImageCodec.can_encode(var) assert can_encode == expected1 if can_encode: - assert PILImageCodec.encode_input(name, var, use_bytes) == expected2 + assert PILImageCodec.encode_output(name, var, use_bytes) == expected2 @pytest.mark.parametrize( diff --git a/runtimes/huggingface/tests/test_codecs/test_json.py b/runtimes/huggingface/tests/test_codecs/test_json.py index 703b3f0af..f8444a887 100644 --- a/runtimes/huggingface/tests/test_codecs/test_json.py +++ b/runtimes/huggingface/tests/test_codecs/test_json.py @@ -177,7 +177,7 @@ def test_encode_response(name, var, use_bytes, expected1, expected2): assert can_encode == expected1 if can_encode: assert ( - HuggingfaceSingleJSONCodec.encode_input(name, var, use_bytes=use_bytes) + HuggingfaceSingleJSONCodec.encode_output(name, var, use_bytes=use_bytes) == expected2 ) diff --git a/runtimes/huggingface/tests/test_codecs/test_jsonlist.py b/runtimes/huggingface/tests/test_codecs/test_jsonlist.py index a4c929441..658f80a63 100644 --- a/runtimes/huggingface/tests/test_codecs/test_jsonlist.py +++ b/runtimes/huggingface/tests/test_codecs/test_jsonlist.py @@ -34,7 +34,7 @@ shape=[2, 1], datatype="BYTES", parameters=Parameters(content_type="hg_jsonlist"), - data=TensorData(__root__=[]), + data=TensorData(root=[]), ), ), ("mixed", [1, {}], False, None), @@ -60,7 +60,7 @@ def test_encode_input(name, var, expected1, expected2): shape=[2, 1], datatype="BYTES", parameters=Parameters(content_type="hg_jsonlist"), - data=TensorData(__root__=["{}", "{}"]), + data=TensorData(root=["{}", "{}"]), ), [{}, {}], ), @@ -70,7 +70,7 @@ def test_encode_input(name, var, expected1, expected2): shape=[1, 1], datatype="BYTES", parameters=Parameters(content_type="hg_jsonlist"), - data=TensorData(__root__=[file_content("image_base64.txt")]), + data=TensorData(root=[file_content("image_base64.txt")]), ), [{"i": Image.open(file_path("dogs.jpg"))}], ), @@ -81,7 +81,7 @@ def test_encode_input(name, var, expected1, expected2): datatype="BYTES", parameters=Parameters(content_type="hg_jsonlist"), data=TensorData( - __root__=[ + root=[ '{"uuid": "59a1121c-831b-40ae-b33b-320b9dd60770", "past_user_inputs": [], "new_user_input": "hi", "generated_responses": []}' # noqa ] ), @@ -102,7 +102,7 @@ def test_encode_input(name, var, expected1, expected2): datatype="BYTES", parameters=Parameters(content_type="hg_jsonlist"), data=TensorData( - __root__=[ + root=[ '{"c": {"uuid": "59a1121c-831b-40ae-b33b-320b9dd60770", "past_user_inputs": [], "new_user_input": "hi", "generated_responses": []}}', # noqa file_content("image_base64.txt"), ] @@ -152,7 +152,7 @@ def test_decode_input(var, expected): shape=[2, 1], datatype="BYTES", parameters=Parameters(content_type="hg_jsonlist"), - data=TensorData(__root__=["{}", "{}"]), + data=TensorData(root=["{}", "{}"]), ), ) ], @@ -174,7 +174,7 @@ def test_encode_output(name, var, expected): shape=[2, 1], datatype="BYTES", parameters=Parameters(content_type="hg_jsonlist"), - data=TensorData(__root__=["{}", "{}"]), + data=TensorData(root=["{}", "{}"]), ), [{}, {}], ), @@ -184,7 +184,7 @@ def test_encode_output(name, var, expected): shape=[1, 1], datatype="BYTES", parameters=Parameters(content_type="hg_jsonlist"), - data=TensorData(__root__=[file_content("image_base64.txt")]), + data=TensorData(root=[file_content("image_base64.txt")]), ), [{"i": Image.open(file_path("dogs.jpg"))}], ), @@ -195,7 +195,7 @@ def test_encode_output(name, var, expected): datatype="BYTES", parameters=Parameters(content_type="hg_jsonlist"), data=TensorData( - __root__=[ + root=[ '{"uuid": "59a1121c-831b-40ae-b33b-320b9dd60770", "past_user_inputs": [], "new_user_input": "hi", "generated_responses": []}' # noqa ] ), @@ -216,7 +216,7 @@ def test_encode_output(name, var, expected): datatype="BYTES", parameters=Parameters(content_type="hg_jsonlist"), data=TensorData( - __root__=[ + root=[ '{"c": {"uuid": "59a1121c-831b-40ae-b33b-320b9dd60770", "past_user_inputs": [], "new_user_input": "hi", "generated_responses": []}}', # noqa file_content("image_base64.txt"), ] diff --git a/runtimes/huggingface/tests/test_codecs/test_numpylist.py b/runtimes/huggingface/tests/test_codecs/test_numpylist.py index aec5786c1..d322f0e90 100644 --- a/runtimes/huggingface/tests/test_codecs/test_numpylist.py +++ b/runtimes/huggingface/tests/test_codecs/test_numpylist.py @@ -16,7 +16,7 @@ shape=[2, 1, 2], datatype="FP64", parameters=Parameters(content_type="nplist"), - data=TensorData(__root__=[0.0, 0.0, 0.0, 0.0]), + data=TensorData(root=[0.0, 0.0, 0.0, 0.0]), ), ), ( @@ -26,7 +26,7 @@ RequestInput( name="int8", datatype="INT8", - data=TensorData(__root__=[1, 2, 1, 2]), + data=TensorData(root=[1, 2, 1, 2]), parameters=Parameters(content_type="nplist"), shape=[2, 1, 2], ), @@ -38,7 +38,7 @@ RequestInput( name="mixdtype", datatype="FP64", - data=TensorData(__root__=[1, 2, 0.0, 0.0]), + data=TensorData(root=[1, 2, 0.0, 0.0]), parameters=Parameters(content_type="nplist"), shape=[2, 1, 2], ), @@ -61,7 +61,7 @@ def test_encode_input(name, var, expected1, expected2): name="float64", shape=[2, 1, 2], datatype="FP64", - data=TensorData(__root__=[0.0, 0.0, 0.0, 0.0]), + data=TensorData(root=[0.0, 0.0, 0.0, 0.0]), parameters=Parameters(content_type="nplist"), ), [np.zeros([1, 2]), np.zeros([1, 2])], @@ -70,7 +70,7 @@ def test_encode_input(name, var, expected1, expected2): RequestInput( name="int8", datatype="INT8", - data=TensorData(__root__=[1, 2, 1, 2]), + data=TensorData(root=[1, 2, 1, 2]), parameters=Parameters(content_type="nplist"), shape=[2, 1, 2], ), @@ -80,7 +80,7 @@ def test_encode_input(name, var, expected1, expected2): RequestInput( name="mixdtype", datatype="FP64", - data=TensorData(__root__=[1, 2, 0.0, 0.0]), + data=TensorData(root=[1, 2, 0.0, 0.0]), parameters=Parameters(content_type="nplist"), shape=[2, 1, 2], ), diff --git a/runtimes/huggingface/tests/test_codecs/test_raw.py b/runtimes/huggingface/tests/test_codecs/test_raw.py index c1a3cd20c..b22be38aa 100644 --- a/runtimes/huggingface/tests/test_codecs/test_raw.py +++ b/runtimes/huggingface/tests/test_codecs/test_raw.py @@ -14,7 +14,7 @@ RequestInput( name="foo1", datatype="BYTES", - data=TensorData(__root__=["bar1"]), + data=TensorData(root=["bar1"]), shape=[1], parameters=Parameters(content_type="raw"), ), @@ -26,7 +26,7 @@ RequestInput( name="foo2", datatype="BYTES", - data=TensorData(__root__=[1]), + data=TensorData(root=[1]), parameters=Parameters(content_type="raw"), shape=[1], ), @@ -38,7 +38,7 @@ RequestInput( name="foo3", datatype="BYTES", - data=TensorData(__root__=[1.0]), + data=TensorData(root=[1.0]), parameters=Parameters(content_type="raw"), shape=[1], ), diff --git a/runtimes/huggingface/tests/test_common.py b/runtimes/huggingface/tests/test_common.py index 882d8e31f..894570842 100644 --- a/runtimes/huggingface/tests/test_common.py +++ b/runtimes/huggingface/tests/test_common.py @@ -3,10 +3,8 @@ import pytest import torch from typing import Dict, Optional, Union -from optimum.onnxruntime.modeling_ort import ORTModelForQuestionAnswering -from transformers.models.distilbert.modeling_distilbert import ( - DistilBertForQuestionAnswering, -) +from optimum.onnxruntime.modeling_decoder import ORTModelForCausalLM +from transformers.models.gpt2 import GPT2ForQuestionAnswering from mlserver.settings import ModelSettings, ModelParameters @@ -26,22 +24,42 @@ ], ) def test_settings_task_name(envs: Dict[str, str], expected: str): - setting = HuggingFaceSettings(**envs) + setting = HuggingFaceSettings.model_validate(envs) assert setting.task_name == expected @pytest.mark.parametrize( - "optimum_model, expected", - [(True, ORTModelForQuestionAnswering), (False, DistilBertForQuestionAnswering)], + "task, optimum_model, model, expected", + [ + ( + "text-generation", + True, + "distilgpt2", + ORTModelForCausalLM, + ), + ( + "question-answering", + False, + "distilgpt2", + GPT2ForQuestionAnswering, + ), + ], ) -def test_load_pipeline(optimum_model: bool, expected): +def test_load_pipeline( + task: str, + optimum_model: bool, + model: str, + expected: Union[ORTModelForCausalLM, GPT2ForQuestionAnswering], +): hf_settings = HuggingFaceSettings( - task="question-answering", optimum_model=optimum_model + task=task, + optimum_model=optimum_model, + pretrained_model=model, ) model_settings = ModelSettings( name="foo", implementation=HuggingFaceRuntime, - parameters=ModelParameters(extra=hf_settings.dict()), + parameters=ModelParameters(extra=hf_settings.model_dump()), ) pipeline = load_pipeline_from_settings(hf_settings, model_settings) diff --git a/runtimes/huggingface/tests/test_runtime.py b/runtimes/huggingface/tests/test_runtime.py index 387b53189..81fd5d56c 100644 --- a/runtimes/huggingface/tests/test_runtime.py +++ b/runtimes/huggingface/tests/test_runtime.py @@ -1,64 +1,170 @@ -import json - from pytest_cases import fixture, parametrize_with_cases + +from typing import Tuple + +from transformers.pipelines.text_generation import TextGenerationPipeline from transformers.pipelines.question_answering import QuestionAnsweringPipeline +from transformers.pipelines import Pipeline from mlserver.settings import ModelSettings -from mlserver.types import InferenceRequest +from mlserver.types import ( + InferenceRequest, + InferenceResponse, + RequestInput, + TensorData, + ResponseOutput, + Parameters, +) from mlserver_huggingface import HuggingFaceRuntime +test_inputs_outputs = Tuple[ + HuggingFaceRuntime, + InferenceRequest, + InferenceResponse, + Pipeline, +] + +# This whole paramaterisation is a slight misuse. Ideally the +# different fixtures being created wouldn't all be done in this +# function, and wouldn't be returned as 1 big tuple, that needs to be +# expanded. @fixture @parametrize_with_cases("model_settings") -async def future_runtime(model_settings: ModelSettings) -> HuggingFaceRuntime: +async def future_runtime( + model_settings: ModelSettings, +) -> test_inputs_outputs: # NOTE: The pytest-cases doesn't work too well yet with AsyncIO, therefore # we need to treat the fixture as an Awaitable and await it in the tests. # https://github.com/smarie/python-pytest-cases/issues/286 runtime = HuggingFaceRuntime(model_settings) runtime.ready = await runtime.load() - return runtime + if runtime.hf_settings.task == "question-answering": + inference_request = InferenceRequest( + inputs=[ + RequestInput( + name="question", + shape=[1], + datatype="BYTES", + data=["what is your name?"], + ), + RequestInput( + name="context", + shape=[1], + datatype="BYTES", + data=["Hello, I am Seldon, how is it going"], + ), + ] + ) + + inference_response = InferenceResponse( + model_name="foo", + model_version=None, + id=None, + parameters=None, + outputs=[ + ResponseOutput( + name="output", + shape=[1, 1], + datatype="BYTES", + parameters=Parameters(content_type="hg_jsonlist", headers=None), + data=TensorData( + root=[ + b'{"score": 0.9869917035102844, "start": 12, "end": 18, "answer": "Seldon"}' # noqa: E501 + ] + ), + ) + ], + ) + + pipeline_kind = QuestionAnsweringPipeline + elif runtime.hf_settings.task == "text-generation": + inference_request = InferenceRequest( + inputs=[ + RequestInput( + name="text_inputs", + shape=[1], + datatype="BYTES", + data=["The capital of France is called"], + ), + ] + ) + + inference_response = InferenceResponse( + model_name="foo", + model_version=None, + id=None, + parameters=None, + outputs=[ + ResponseOutput( + name="output", + shape=[1, 1], + datatype="BYTES", + parameters=Parameters(content_type="hg_jsonlist", headers=None), + data=TensorData( + root=[ + b'[{"generated_text": "The capital of France is called Vichy, which it\'s named after a Roman Catholic town.\\n\\n\\n\\n\\nMore than 50,000 Roman Catholic students attended the university this year.\\nLATEST STORIES\\nWife and child"}]' # noqa: E501 + ] + ), + ) + ], + ) + + pipeline_kind = TextGenerationPipeline + + return ( + runtime, + inference_request, + inference_response, + pipeline_kind, + ) + + +async def test_load(future_runtime: test_inputs_outputs): + ( + runtime, + _inference_request, + _inference_response, + pipeline_kind, + ) = future_runtime -async def test_load(future_runtime: HuggingFaceRuntime): - runtime = future_runtime assert runtime.ready - assert isinstance(runtime._model, QuestionAnsweringPipeline) + + assert isinstance(runtime._model, pipeline_kind) -async def test_unload(future_runtime: HuggingFaceRuntime): - runtime = future_runtime +async def test_unload(future_runtime: test_inputs_outputs): + ( + runtime, + _inference_request, + _inference_response, + _pipeline_kind, + ) = future_runtime + assert runtime.ready unloaded = await runtime.unload() assert unloaded -async def test_infer( - future_runtime: HuggingFaceRuntime, inference_request: InferenceRequest -): - runtime = future_runtime - res = await runtime.predict(inference_request) - pred = json.loads(res.outputs[0].data[0]) - assert pred["answer"] == "Seldon" - - -async def test_infer_multiple( - future_runtime: HuggingFaceRuntime, inference_request: InferenceRequest -): - runtime = future_runtime - - # Send request with two elements - for request_input in inference_request.inputs: - input_data = request_input.data[0] - request_input.data.__root__ = [input_data, input_data] - request_input.shape = [2] +async def test_infer(future_runtime: test_inputs_outputs): + ( + runtime, + inference_request, + inference_response, + pipeline_kind, + ) = future_runtime res = await runtime.predict(inference_request) - assert len(res.outputs) == 1 + # Since text generation with the chosen model is painfully + # non-deterministic, we don't try and test for the output + # matching. + # + # Instead, set them to dummy values. We'll still assert on the rest of the response. + if pipeline_kind == TextGenerationPipeline: + res.outputs[0].data = TensorData([]) + inference_response.outputs[0].data = TensorData([]) - response_output = res.outputs[0] - assert len(response_output.data) == 2 - for d in response_output.data: - pred = json.loads(d) - assert pred["answer"] == "Seldon" + assert res == inference_response diff --git a/runtimes/huggingface/tests/test_runtime_cases.py b/runtimes/huggingface/tests/test_runtime_cases.py index 0e6af4934..978c57325 100644 --- a/runtimes/huggingface/tests/test_runtime_cases.py +++ b/runtimes/huggingface/tests/test_runtime_cases.py @@ -7,7 +7,11 @@ def case_optimum_settings() -> ModelSettings: name="foo", implementation=HuggingFaceRuntime, parameters=ModelParameters( - extra={"task": "question-answering", "optimum_model": True} + extra={ + "task": "text-generation", + "pretrained_model": "distilgpt2", + "optimum_model": True, + } ), ) @@ -19,6 +23,7 @@ def 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"status": "preprocessing error", "msg": [ { + "type": "missing", "loc": ["inputs", 0, "datatype"], - "msg": "field required", - "type": "value_error.missing", + "msg": "Field required", + "input": {"name": "input-0", "shape": [1, 3], "data": [1, 2, 3]}, + "url": "https://errors.pydantic.dev/2.7/v/missing", } ], }, diff --git a/tests/batching/conftest.py b/tests/batching/conftest.py index f951533d2..d2f26c4fb 100644 --- a/tests/batching/conftest.py +++ b/tests/batching/conftest.py @@ -43,9 +43,7 @@ async def _send_request(): # Generate random data to ensure we catch any out-of-order issues request_input = inference_request.inputs[0] - request_input.data = TensorData( - __root__=[random.randint(1, 100) for _ in range(3)] - ) + request_input.data = TensorData(root=[random.randint(1, 100) for _ in range(3)]) new_req = InferenceRequest(id=pred_id, inputs=[request_input]) internal_id, _ = await adaptive_batcher._queue_request(new_req) diff --git a/tests/cli/test_serve.py b/tests/cli/test_serve.py index 91eeca4ef..033a881e2 100644 --- a/tests/cli/test_serve.py +++ b/tests/cli/test_serve.py @@ -20,7 +20,7 @@ async def test_disable_load_models(settings: Settings, model_folder: str): settings_path = os.path.join(model_folder, DEFAULT_SETTINGS_FILENAME) with open(settings_path, "w") as settings_file: - settings_file.write(settings.json()) + settings_file.write(settings.model_dump_json()) _, models_settings = await load_settings(model_folder) diff --git a/tests/cli/test_start_cases.py b/tests/cli/test_start_cases.py index 642b7f714..e24e41e56 100644 --- a/tests/cli/test_start_cases.py +++ b/tests/cli/test_start_cases.py @@ -13,7 +13,7 @@ def _init_mlserver_folder(tmp_path: str, settings: Settings): # Write settings.json with free ports settings_path = os.path.join(tmp_path, DEFAULT_SETTINGS_FILENAME) with open(settings_path, "w") as settings_file: - settings_file.write(settings.json()) + settings_file.write(settings.model_dump_json()) # Copy fixtures.py module src_path = os.path.join(TESTS_PATH, "fixtures.py") @@ -60,7 +60,7 @@ def case_custom_module( # Write model settings pointing to local module model_settings_path = os.path.join(model_folder, DEFAULT_MODEL_SETTINGS_FILENAME) with open(model_settings_path, "w") as model_settings_file: - as_dict = sum_model_settings.dict() + as_dict = sum_model_settings.model_dump() as_dict["implementation"] = "custom.SumModel" model_settings_file.write(json.dumps(as_dict)) diff --git a/tests/codecs/test_string.py b/tests/codecs/test_string.py index 008caa710..41cb51fa4 100644 --- a/tests/codecs/test_string.py +++ b/tests/codecs/test_string.py @@ -159,6 +159,6 @@ def test_encode_input(decoded, use_bytes, expected): name="foo", payload=decoded, use_bytes=use_bytes ) - assert request_input.data.__root__ == response_output.data.__root__ + assert request_input.data == response_output.data assert response_output.datatype == request_input.datatype assert request_input.parameters.content_type == StringCodec.ContentType diff --git a/tests/conftest.py b/tests/conftest.py index a75c84a37..dfae2c2f8 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -263,7 +263,7 @@ def repository_index_request() -> types.RepositoryIndexRequest: @pytest.fixture def repository_index_response(sum_model_settings) -> types.RepositoryIndexResponse: return types.RepositoryIndexResponse( - __root__=[ + root=[ types.RepositoryIndexResponseItem( name=sum_model_settings.name, version=sum_model_settings.parameters.version, @@ -337,9 +337,9 @@ async def inference_pool_registry( @pytest.fixture def datatype_error_message(): error_message = ( - "value is not a valid enumeration member;" - " permitted: 'BOOL', 'UINT8', 'UINT16', 'UINT32'," + "Input should be" + " 'BOOL', 'UINT8', 'UINT16', 'UINT32'," " 'UINT64', 'INT8', 'INT16', 'INT32', 'INT64'," - " 'FP16', 'FP32', 'FP64', 'BYTES'" + " 'FP16', 'FP32', 'FP64' or 'BYTES'" ) return error_message diff --git a/tests/grpc/test_converters.py b/tests/grpc/test_converters.py index 95ff34387..9498cc72e 100644 --- a/tests/grpc/test_converters.py +++ b/tests/grpc/test_converters.py @@ -100,7 +100,7 @@ def test_modelinferrequest_to_types(model_infer_request): name="input-0", datatype="INT32", shape=[1, 3], - data=types.TensorData.parse_obj([1, 2, 3]), + data=types.TensorData.model_validate([1, 2, 3]), parameters=types.Parameters(content_type="np"), ) ], @@ -154,7 +154,7 @@ def test_modelinferrequest_from_types(use_raw, expected): name="input-0", datatype="FP32", shape=[1], - data=types.TensorData.parse_obj([21.0]), + data=types.TensorData.model_validate([21.0]), ) ], ) @@ -250,14 +250,16 @@ def test_modelinferresponse_from_types(inference_response, use_raw, expected): ) def test_modelinferresponse_to_types(model_infer_response): expected = types.InferenceResponse( - id="", model_name="foo", + model_version=None, + id="", + parameters=None, outputs=[ types.ResponseOutput( name="input-0", - datatype="INT32", shape=[1, 3], - parameters=types.Parameters(content_type="np"), + datatype="INT32", + parameters=types.Parameters(content_type="np", headers=None), data=[1, 2, 3], ) ], diff --git a/tests/grpc/test_servicers.py b/tests/grpc/test_servicers.py index f2be6aa92..67eb382e6 100644 --- a/tests/grpc/test_servicers.py +++ b/tests/grpc/test_servicers.py @@ -199,4 +199,10 @@ async def test_infer_invalid_datatype_error( model_infer_request_invalid_datatype ) - assert exc_info.value.details() == "'INT322' is not a valid Datatype" + assert exc_info.value.details() == ( + "1 validation error for RequestInput\ndatatype\n Input should be " + "'BOOL', 'UINT8', 'UINT16', 'UINT32', 'UINT64', 'INT8', 'INT16', " + "'INT32', 'INT64', 'FP16', 'FP32', 'FP64' or 'BYTES' [type=enum, " + "input_value='INT322', input_type=str]\n For further " + "information visit https://errors.pydantic.dev/2.7/v/enum" + ) diff --git a/tests/handlers/test_dataplane.py b/tests/handlers/test_dataplane.py index f31bebc94..d1c957fe9 100644 --- a/tests/handlers/test_dataplane.py +++ b/tests/handlers/test_dataplane.py @@ -3,7 +3,7 @@ from mlserver.errors import ModelNotReady from mlserver.settings import ModelSettings, ModelParameters -from mlserver.types import MetadataTensor, InferenceResponse +from mlserver.types import MetadataTensor, InferenceResponse, TensorData from ..fixtures import SumModel @@ -93,7 +93,7 @@ async def test_infer(data_plane, sum_model, inference_request): ) assert len(prediction.outputs) == 1 - assert prediction.outputs[0].data.__root__ == [6] + assert prediction.outputs[0].data == TensorData(root=[6]) async def test_infer_error_not_ready(data_plane, sum_model, inference_request): @@ -117,7 +117,7 @@ async def test_infer_generates_uuid(data_plane, sum_model, inference_request): async def test_infer_response_cache(cached_data_plane, sum_model, inference_request): - cache_key = inference_request.json() + cache_key = inference_request.model_dump_json() payload = inference_request.copy(deep=True) prediction = await cached_data_plane.infer( payload=payload, name=sum_model.name, version=sum_model.version @@ -131,7 +131,6 @@ async def test_infer_response_cache(cached_data_plane, sum_model, inference_requ cached_response = InferenceResponse.parse_raw(cache_value) assert cached_response.model_name == prediction.model_name assert cached_response.model_version == prediction.model_version - assert cached_response.Config == prediction.Config assert cached_response.outputs == prediction.outputs prediction = await cached_data_plane.infer( @@ -142,7 +141,6 @@ async def test_infer_response_cache(cached_data_plane, sum_model, inference_requ assert await response_cache.size() == 1 assert cached_response.model_name == prediction.model_name assert cached_response.model_version == prediction.model_version - assert cached_response.Config == prediction.Config assert cached_response.outputs == prediction.outputs diff --git a/tests/parallel/test_messages.py b/tests/parallel/test_messages.py index 95bf545a6..fd6ae8798 100644 --- a/tests/parallel/test_messages.py +++ b/tests/parallel/test_messages.py @@ -10,7 +10,9 @@ from ..fixtures import SumModel # Used to fill in all the default values -_dummy_model_settings = ModelSettings(name="foo", implementation=SumModel).dict() +_dummy_model_settings = ModelSettings(name="foo", implementation=SumModel).model_dump( + by_alias=True +) @pytest.mark.parametrize( diff --git a/tests/repository/test_load.py b/tests/repository/test_load.py index 890b8a3e2..0cd36a5e6 100644 --- a/tests/repository/test_load.py +++ b/tests/repository/test_load.py @@ -48,16 +48,23 @@ async def test_load_model_settings( async def test_name_fallback( sum_model_settings: ModelSettings, - model_folder: str, + model_folder: str, # This is effectively the Pytest-provided `tmp_path` fixture ): - # Create empty model-settings.json file + # Overwrite `model-settings.json` file to be missing the `name` field model_settings_path = os.path.join(model_folder, DEFAULT_MODEL_SETTINGS_FILENAME) with open(model_settings_path, "w") as model_settings_file: - d = sum_model_settings.dict() + d = sum_model_settings.model_dump(by_alias=True) + + # Remove the `name` field from the JSON representation del d["name"] + + # Overwrite the model settings in the temporary path json.dump(d, model_settings_file) model_settings = load_model_settings(model_settings_path) + + # Check that it picked up the model name from the + # `model-settings.json`'s containing folder. assert model_settings.name == os.path.basename(model_folder) diff --git a/tests/repository/test_repository.py b/tests/repository/test_repository.py index 4ab853ba4..6e8e9586a 100644 --- a/tests/repository/test_repository.py +++ b/tests/repository/test_repository.py @@ -30,7 +30,7 @@ def multi_model_folder(model_folder: str, sum_model_settings: ModelSettings) -> model_version_folder, DEFAULT_MODEL_SETTINGS_FILENAME ) with open(model_settings_path, "w") as f: - settings_json = sum_model_settings.json() + settings_json = sum_model_settings.model_dump_json(by_alias=True) f.write(settings_json) return model_folder diff --git a/tests/rest/test_codecs.py b/tests/rest/test_codecs.py index 0ffee6fd1..7cc6fdc3f 100644 --- a/tests/rest/test_codecs.py +++ b/tests/rest/test_codecs.py @@ -19,7 +19,10 @@ "datatype": "FP64", "shape": [1, 1], "data": [21.0], - "parameters": {"content_type": NumpyCodec.ContentType}, + "parameters": { + "content_type": NumpyCodec.ContentType, + "headers": None, + }, }, ), ( @@ -30,7 +33,10 @@ "datatype": "BYTES", "shape": [2, 1], "data": ["\x01\x02"], - "parameters": {"content_type": NumpyCodec.ContentType}, + "parameters": { + "content_type": NumpyCodec.ContentType, + "headers": None, + }, }, ), ( @@ -41,7 +47,10 @@ "datatype": "BYTES", "shape": [3, 1], "data": ["hey", "what's", "up"], - "parameters": {"content_type": StringCodec.ContentType}, + "parameters": { + "content_type": StringCodec.ContentType, + "headers": None, + }, }, ), ( @@ -49,10 +58,13 @@ Base64Codec, { "name": "output-0", - "datatype": "BYTES", "shape": [1, 1], + "datatype": "BYTES", "data": ["UHl0aG9uIGlzIGZ1bg=="], - "parameters": {"content_type": Base64Codec.ContentType}, + "parameters": { + "content_type": Base64Codec.ContentType, + "headers": None, + }, }, ), ], diff --git a/tests/rest/test_endpoints.py b/tests/rest/test_endpoints.py index d185c7c98..bd3928512 100644 --- a/tests/rest/test_endpoints.py +++ b/tests/rest/test_endpoints.py @@ -7,6 +7,7 @@ InferenceResponse, MetadataServerResponse, MetadataModelResponse, + TensorData, ) from mlserver.cloudevents import ( CLOUDEVENTS_HEADER_SPECVERSION_DEFAULT, @@ -39,7 +40,7 @@ async def test_metadata(rest_client): endpoint = "/v2" response = await rest_client.get(endpoint) - metadata = MetadataServerResponse.parse_obj(response.json()) + metadata = MetadataServerResponse.model_validate(response.json()) assert metadata.name == "mlserver" assert metadata.version == __version__ @@ -66,7 +67,7 @@ async def test_model_metadata(rest_client, sum_model_settings): endpoint = f"v2/models/{sum_model_settings.name}" response = await rest_client.get(endpoint) - metadata = MetadataModelResponse.parse_obj(response.json()) + metadata = MetadataModelResponse.model_validate(response.json()) assert metadata.name == sum_model_settings.name assert metadata.platform == sum_model_settings.platform @@ -116,13 +117,13 @@ async def test_infer( endpoint = f"/v2/models/{model_name}/infer" if model_version is not None: endpoint = f"/v2/models/{model_name}/versions/{model_version}/infer" - response = await rest_client.post(endpoint, json=inference_request.dict()) + response = await rest_client.post(endpoint, json=inference_request.model_dump()) assert response.status_code == 200 - prediction = InferenceResponse.parse_obj(response.json()) + prediction = InferenceResponse.model_validate(response.json()) assert len(prediction.outputs) == 1 - assert prediction.outputs[0].data.__root__ == [6] + assert prediction.outputs[0].data == TensorData(root=[6]) async def test_infer_headers( @@ -132,7 +133,7 @@ async def test_infer_headers( ): endpoint = f"/v2/models/{sum_model_settings.name}/infer" response = await rest_client.post( - endpoint, json=inference_request.dict(), headers={"x-foo": "bar"} + endpoint, json=inference_request.model_dump(), headers={"x-foo": "bar"} ) assert response.status_code == 200 @@ -148,7 +149,7 @@ async def test_infer_headers( async def test_infer_error(rest_client, inference_request): endpoint = "/v2/models/my-model/versions/v0/infer" - response = await rest_client.post(endpoint, json=inference_request.dict()) + response = await rest_client.post(endpoint, json=inference_request.model_dump()) assert response.status_code == 404 assert response.json()["error"] == "Model my-model with version v0 not found" @@ -156,7 +157,9 @@ async def test_infer_error(rest_client, inference_request): async def test_model_repository_index(rest_client, repository_index_request): endpoint = "/v2/repository/index" - response = await rest_client.post(endpoint, json=repository_index_request.dict()) + response = await rest_client.post( + endpoint, json=repository_index_request.model_dump() + ) assert response.status_code == 200 diff --git a/tests/test_model.py b/tests/test_model.py index 1f2b669ad..85ccd4af6 100644 --- a/tests/test_model.py +++ b/tests/test_model.py @@ -58,7 +58,7 @@ datatype="FP32", parameters=Parameters(), ), - TensorData(__root__=[1, 2]), + TensorData(root=[1, 2]), ), ( RequestInput( @@ -67,7 +67,7 @@ data=[1, 2], datatype="FP32", ), - TensorData(__root__=[1, 2]), + TensorData(root=[1, 2]), ), ], ) @@ -176,7 +176,6 @@ def test_decode(sum_model: MLModel, request_input: RequestInput, expected: Any): datatype="BYTES", parameters=Parameters( content_type="str", - _decoded_payload=["abc"], ), ) ], diff --git a/tests/test_raw.py b/tests/test_raw.py index 5f47d7327..25919e3bb 100644 --- a/tests/test_raw.py +++ b/tests/test_raw.py @@ -129,7 +129,10 @@ def test_pack_tensor(tensor: np.ndarray): b"\x03\x00\x00\x00one\x03\x00\x00\x00two\x05\x00\x00\x00three", np.array([1, 2, 3, 4, 5, 6], dtype=np.single).tobytes(), ], - [[b"one", b"two", b"three"], [1, 2, 3, 4, 5, 6]], + [ + TensorData([b"one", b"two", b"three"]), + TensorData([1, 2, 3, 4, 5, 6]), + ], ), # With mixed entries (i.e. raw and normal) ( @@ -145,9 +148,9 @@ def test_pack_tensor(tensor: np.ndarray): np.array([7, 8, 9, 10], dtype=np.single).tobytes(), ], [ - [b"one", b"two", b"three"], - TensorData.parse_obj([1, 2, 3, 4, 5, 6]), - [7, 8, 9, 10], + TensorData([b"one", b"two", b"three"]), + TensorData([1, 2, 3, 4, 5, 6]), + TensorData([7, 8, 9, 10]), ], ), ], diff --git a/tests/test_settings.py b/tests/test_settings.py index 3d97eaffb..9d7763db5 100644 --- a/tests/test_settings.py +++ b/tests/test_settings.py @@ -67,9 +67,9 @@ def test_model_settings_from_env(monkeypatch): ), ], ) -def test_model_settings_parse_obj(obj: dict): +def test_model_settings_model_validate(obj: dict): pre_sys_path = sys.path[:] - model_settings = ModelSettings.parse_obj(obj) + model_settings = ModelSettings.model_validate(obj) post_sys_path = sys.path[:] assert pre_sys_path == post_sys_path @@ -86,9 +86,18 @@ def test_model_settings_serialisation(): assert model_settings.implementation == SumModel assert model_settings.implementation_ == expected - as_dict = model_settings.dict() + # Dump `by_alias` to ensure that our alias overrides [1] are used + # [2][3]. + # + # > Whether to serialize using field aliases. [2][3] + # + # [1] https://github.com/jesse-c/MLServer/blob/4ac2da1d0dd7aa4b3796c047013b841fffa60e58/mlserver/settings.py#L373-L376 # noqa: E501 + # [2] https://docs.pydantic.dev/latest/api/base_model/#pydantic.BaseModel.model_dump # noqa: E501 + # [3] https://docs.pydantic.dev/latest/api/base_model/#pydantic.BaseModel.model_dump_json # noqa: E501 + + as_dict = model_settings.model_dump(by_alias=True) as_dict["implementation"] == expected - as_json = model_settings.json() + as_json = model_settings.model_dump_json(by_alias=True) as_dict = json.loads(as_json) as_dict["implementation"] == expected diff --git a/tests/test_types.py b/tests/test_types.py index 651ea588c..7dd18d910 100644 --- a/tests/test_types.py +++ b/tests/test_types.py @@ -21,7 +21,7 @@ def test_tensor_data(data): raw = json.dumps(data) tensor_data = types.TensorData.parse_raw(raw) - assert tensor_data.__root__ == data + assert tensor_data == types.TensorData(root=data) for tensor_elem, elem in zip(tensor_data, data): assert isinstance(tensor_elem, type(elem)) @@ -30,6 +30,6 @@ async def test_request_invalid_datatype( inference_request_invalid_datatype, datatype_error_message ): with pytest.raises(ValidationError) as excinfo: - InferenceRequest.parse_obj(inference_request_invalid_datatype) + InferenceRequest.model_validate(inference_request_invalid_datatype) assert excinfo.value.errors()[0]["msg"] == datatype_error_message diff --git a/tests/testdata/.test.env b/tests/testdata/.test.env index 1f3edc97d..c38cec35e 100644 --- a/tests/testdata/.test.env +++ b/tests/testdata/.test.env @@ -1,7 +1,10 @@ -MLSERVER_ALLOW_ORIGIN_REGEX=".*" +# Settings MLSERVER_DEBUG=1 MLSERVER_HTTP_PORT=9999 +# CORS Settings +MLSERVER_ALLOW_ORIGIN_REGEX=".*" MLSERVER_MAX_AGE=999 +# Model Settings MLSERVER_MODEL_NAME="dummy-name" MLSERVER_MODEL_URI="dummy-uri" MLSERVER_MODEL_IMPLEMENTATION="mlserver.MLModel" diff --git a/tests/utils.py b/tests/utils.py index 5a7f60972..65eb8af24 100644 --- a/tests/utils.py +++ b/tests/utils.py @@ -167,7 +167,9 @@ async def infer( self, model_name: str, inference_request: InferenceRequest ) -> InferenceResponse: endpoint = f"http://{self._http_server}/v2/models/{model_name}/infer" - response = await self._session.post(endpoint, json=inference_request.dict()) + response = await self._session.post( + endpoint, json=inference_request.model_dump() + ) raw_payload = await response.text() return InferenceResponse.parse_raw(raw_payload) From 6411c12b587b011df3df6ec5b021bbbc3b747554 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Fri, 10 May 2024 19:48:27 +0100 Subject: [PATCH 043/171] Re-generate license info (#1753) --- licenses/license.txt | 646 ++++++++++++++++++++++++-- licenses/license_info.csv | 37 +- licenses/license_info.no_versions.csv | 7 + 3 files changed, 639 insertions(+), 51 deletions(-) diff --git a/licenses/license.txt b/licenses/license.txt index b2b96d291..475643749 100644 --- a/licenses/license.txt +++ b/licenses/license.txt @@ -735,7 +735,7 @@ Apache License aiohttp -3.9.3 +3.9.4 Apache Software License Copyright aio-libs contributors. @@ -1201,7 +1201,7 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. alibi -0.9.5 +0.9.6 Other/Proprietary License Parameters @@ -1257,7 +1257,7 @@ In consideration of the right to use this License’s text and the “Business S alibi-detect -0.11.5 +0.12.0 Other/Proprietary License Parameters @@ -1344,6 +1344,32 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +annotated-types +0.6.0 +MIT License +The MIT License (MIT) + +Copyright (c) 2022 the contributors + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + + anyio 4.3.0 MIT License @@ -1697,29 +1723,262 @@ SOFTWARE. black -24.2.0 +24.4.0 MIT License -The MIT License (MIT) +A. HISTORY OF THE SOFTWARE +========================== -Copyright (c) 2018 Łukasz Langa +Python was created in the early 1990s by Guido van Rossum at Stichting +Mathematisch Centrum (CWI, see https://www.cwi.nl) in the Netherlands +as a successor of a language called ABC. 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IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. + + greenlet 3.0.3 MIT License @@ -6565,11 +6855,11 @@ WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. idna -3.6 +3.7 BSD License BSD 3-Clause License -Copyright (c) 2013-2023, Kim Davies and contributors. +Copyright (c) 2013-2024, Kim Davies and contributors. All rights reserved. Redistribution and use in source and binary forms, with or without @@ -9471,6 +9761,212 @@ Apache Software License limitations under the License. +mlserver-catboost +1.5.0.dev1 +Apache Software License + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright 2020 Seldon Technologies Ltd. + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. + + mlserver-huggingface 1.5.0.dev1 Apache Software License @@ -12022,7 +12518,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. onnx -1.15.0 +1.16.0 Apache License v2.0 Apache License @@ -17837,7 +18333,7 @@ under the terms of *both* these licenses. pandas -2.2.1 +2.2.2 BSD License BSD 3-Clause License @@ -18251,16 +18747,16 @@ Exhibit B - "Incompatible With Secondary Licenses" Notice pillow -10.2.0 +10.3.0 Historical Permission Notice and Disclaimer (HPND) The Python Imaging Library (PIL) is Copyright © 1997-2011 by Secret Labs AB - Copyright © 1995-2011 by Fredrik Lundh + Copyright © 1995-2011 by Fredrik Lundh and contributors Pillow is the friendly PIL fork. It is - Copyright © 2010-2024 by Jeffrey A. Clark (Alex) and contributors. + Copyright © 2010-2024 by Jeffrey A. Clark and contributors Like PIL, Pillow is licensed under the open source HPND License: @@ -19624,6 +20120,32 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +plotly +5.22.0 +MIT License +The MIT License (MIT) + +Copyright (c) 2016-2018 Plotly, Inc + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. + + pluggy 1.4.0 MIT License @@ -22441,11 +22963,63 @@ SOFTWARE. pydantic -1.10.14 +2.7.1 +MIT License +The MIT License (MIT) + +Copyright (c) 2017 to present Pydantic Services Inc. and individual contributors. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + + +pydantic-settings +2.2.1 +MIT License +The MIT License (MIT) + +Copyright (c) 2022 Samuel Colvin and other contributors + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + + +pydantic_core +2.18.2 MIT License The MIT License (MIT) -Copyright (c) 2017, 2018, 2019, 2020, 2021 Samuel Colvin and other contributors +Copyright (c) 2022 Samuel Colvin Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -22771,7 +23345,7 @@ Apache License pytest-cases -3.8.4 +3.8.5 BSD License BSD 3-Clause License @@ -24540,7 +25114,7 @@ SOFTWARE. sqlparse -0.4.4 +0.5.0 BSD License Copyright (c) 2016, Andi Albrecht All rights reserved. @@ -26227,7 +26801,7 @@ POSSIBILITY OF SUCH DAMAGE. tokenizers -0.15.2 +0.19.1 Apache Software License UNKNOWN @@ -33215,7 +33789,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. tox -4.6.3 +4.14.2 MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the @@ -33292,7 +33866,7 @@ CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. transformers -4.38.2 +4.40.1 Apache Software License Copyright 2018- The Hugging Face team. All rights reserved. diff --git a/licenses/license_info.csv b/licenses/license_info.csv index 521e3ce1a..fd35e4b59 100644 --- a/licenses/license_info.csv +++ b/licenses/license_info.csv @@ -12,25 +12,27 @@ "Werkzeug","3.0.1","BSD License" "absl-py","2.1.0","Apache Software License" "aiofiles","23.2.1","Apache Software License" -"aiohttp","3.9.3","Apache Software License" +"aiohttp","3.9.4","Apache Software License" "aiohttp-retry","2.8.3","MIT License" "aiokafka","0.10.0","Apache Software License" "aiosignal","1.3.1","Apache Software License" "alembic","1.13.1","MIT License" -"alibi","0.9.5","Other/Proprietary License" -"alibi-detect","0.11.5","Other/Proprietary License" +"alibi","0.9.6","Other/Proprietary License" +"alibi-detect","0.12.0","Other/Proprietary License" "aniso8601","9.0.1","BSD License" +"annotated-types","0.6.0","MIT License" "anyio","4.3.0","MIT License" "argcomplete","3.2.2","Apache Software License" "asgiref","3.7.2","BSD License" "astunparse","1.6.3","BSD License" "async-timeout","4.0.3","Apache Software License" "attrs","23.2.0","MIT License" -"black","24.2.0","MIT License" +"black","24.4.0","MIT License" "blinker","1.7.0","MIT License" "blis","0.7.11","BSD License" "cachetools","5.3.3","MIT License" "catalogue","2.0.10","MIT License" +"catboost","1.2.5","Apache License, Version 2.0" "certifi","2024.2.2","Mozilla Public License 2.0 (MPL 2.0)" "chardet","5.2.0","GNU Lesser General Public License v2 or later (LGPLv2+)" "charset-normalizer","3.3.2","MIT License" @@ -44,7 +46,7 @@ "contourpy","1.2.0","BSD License" "cycler","0.12.1","BSD License" "cymem","2.0.8","MIT License" -"datamodel-code-generator","0.25.4","MIT License" +"datamodel-code-generator","0.25.5","MIT License" "datasets","2.2.1","Apache Software License" "decopatch","1.4.10","BSD License" "decorator","5.1.1","BSD License" @@ -78,6 +80,7 @@ "graphene","3.3","MIT" "graphql-core","3.2.3","MIT License" "graphql-relay","3.2.0","MIT License" +"graphviz","0.20.3","MIT License" "greenlet","3.0.3","MIT License" "grpcio","1.62.1","Apache Software License" "grpcio-tools","1.48.2","Apache Software License" @@ -88,7 +91,7 @@ "httpx","0.27.0","BSD License" "huggingface-hub","0.21.3","Apache Software License" "humanfriendly","10.0","MIT License" -"idna","3.6","BSD License" +"idna","3.7","BSD License" "imageio","2.34.0","BSD License" "importlib-metadata","6.11.0","Apache Software License" "importlib_resources","6.3.1","Apache Software License" @@ -114,6 +117,7 @@ "mlserver","1.5.0.dev1","Apache Software License" "mlserver-alibi-detect","1.5.0.dev1","Apache Software License" "mlserver-alibi-explain","1.5.0.dev1","Apache Software License" +"mlserver-catboost","1.5.0.dev1","Apache Software License" "mlserver-huggingface","1.5.0.dev1","Apache Software License" "mlserver-lightgbm","1.5.0.dev1","Apache Software License" "mlserver-mlflow","1.5.0.dev1","Apache Software License" @@ -142,7 +146,7 @@ "nvidia-nvjitlink-cu12","12.3.101","Other/Proprietary License" "nvidia-nvtx-cu12","12.1.105","Other/Proprietary License" "oauthlib","3.2.2","BSD License" -"onnx","1.15.0","Apache License v2.0" +"onnx","1.16.0","Apache License v2.0" "onnxruntime","1.17.1","MIT License" "opencv-python","4.9.0.80","Apache Software License" "opentelemetry-api","1.23.0","Apache Software License" @@ -160,10 +164,11 @@ "optimum","1.17.1","Apache Software License" "orjson","3.9.15","Apache Software License; MIT License" "packaging","23.2","Apache Software License; BSD License" -"pandas","2.2.1","BSD License" +"pandas","2.2.2","BSD License" "pathspec","0.12.1","Mozilla Public License 2.0 (MPL 2.0)" -"pillow","10.2.0","Historical Permission Notice and Disclaimer (HPND)" +"pillow","10.3.0","Historical Permission Notice and Disclaimer (HPND)" "platformdirs","4.2.0","MIT License" +"plotly","5.22.0","MIT License" "pluggy","1.4.0","MIT License" "preshed","3.0.9","MIT License" "prometheus_client","0.20.0","Apache Software License" @@ -173,13 +178,15 @@ "pyasn1","0.5.1","BSD License" "pyasn1-modules","0.3.0","BSD License" "pycodestyle","2.11.1","MIT License" -"pydantic","1.10.14","MIT License" +"pydantic","2.7.1","MIT License" +"pydantic-settings","2.2.1","MIT License" +"pydantic_core","2.18.2","MIT License" "pyflakes","3.2.0","MIT License" "pyparsing","3.1.1","MIT License" "pyproject-api","1.6.1","MIT License" "pytest","7.4.4","MIT License" "pytest-asyncio","0.21.1","Apache Software License" -"pytest-cases","3.8.4","BSD License" +"pytest-cases","3.8.5","BSD License" "pytest-mock","3.12.0","MIT License" "pytest-xdist","3.5.0","MIT License" "python-dateutil","2.8.2","Apache Software License; BSD License" @@ -210,7 +217,7 @@ "spacy-legacy","3.0.12","MIT License" "spacy-loggers","1.0.5","MIT" "spacy-lookups-data","1.0.5","MIT License" -"sqlparse","0.4.4","BSD License" +"sqlparse","0.5.0","BSD License" "srsly","2.4.8","MIT License" "starlette","0.36.3","BSD License" "starlette_exporter","0.21.0","Apache License 2.0" @@ -226,15 +233,15 @@ "thinc","8.2.3","MIT License" "threadpoolctl","3.3.0","BSD License" "tifffile","2024.2.12","BSD License" -"tokenizers","0.15.2","Apache Software License" +"tokenizers","0.19.1","Apache Software License" "toml","0.10.2","MIT License" "tomli","2.0.1","MIT License" "torch","2.2.1","BSD License" "torchmetrics","1.3.1","Apache Software License" "torchvision","0.17.1","BSD" -"tox","4.6.3","MIT License" +"tox","4.14.2","MIT License" "tqdm","4.66.2","MIT License; Mozilla Public License 2.0 (MPL 2.0)" -"transformers","4.38.2","Apache Software License" +"transformers","4.40.1","Apache Software License" "triton","2.2.0","MIT License" "tritonclient","2.42.0","BSD License" "typer","0.9.0","MIT License" diff --git a/licenses/license_info.no_versions.csv b/licenses/license_info.no_versions.csv index 549d4e35a..f8aadd923 100644 --- a/licenses/license_info.no_versions.csv +++ b/licenses/license_info.no_versions.csv @@ -20,6 +20,7 @@ "alibi","Other/Proprietary License" "alibi-detect","Other/Proprietary License" "aniso8601","BSD License" +"annotated-types","MIT License" "anyio","MIT License" "argcomplete","Apache Software License" "asgiref","BSD License" @@ -31,6 +32,7 @@ "blis","BSD License" "cachetools","MIT License" "catalogue","MIT License" +"catboost","Apache License "certifi","Mozilla Public License 2.0 (MPL 2.0)" "chardet","GNU Lesser General Public License v2 or later (LGPLv2+)" "charset-normalizer","MIT License" @@ -78,6 +80,7 @@ "graphene","MIT" "graphql-core","MIT License" "graphql-relay","MIT License" +"graphviz","MIT License" "greenlet","MIT License" "grpcio","Apache Software License" "grpcio-tools","Apache Software License" @@ -114,6 +117,7 @@ "mlserver","Apache Software License" "mlserver-alibi-detect","Apache Software License" "mlserver-alibi-explain","Apache Software License" +"mlserver-catboost","Apache Software License" "mlserver-huggingface","Apache Software License" "mlserver-lightgbm","Apache Software License" "mlserver-mlflow","Apache Software License" @@ -164,6 +168,7 @@ "pathspec","Mozilla Public License 2.0 (MPL 2.0)" "pillow","Historical Permission Notice and Disclaimer (HPND)" "platformdirs","MIT License" +"plotly","MIT License" "pluggy","MIT License" "preshed","MIT License" "prometheus_client","Apache Software License" @@ -174,6 +179,8 @@ "pyasn1-modules","BSD License" "pycodestyle","MIT License" "pydantic","MIT License" +"pydantic-settings","MIT License" +"pydantic_core","MIT License" "pyflakes","MIT License" "pyparsing","MIT License" "pyproject-api","MIT License" From c89bc8ffef04e1911c6e143a5de06d95d32fcfb3 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 08:51:40 +0000 Subject: [PATCH 044/171] build(deps): bump uvicorn from 0.28.0 to 0.29.0 (#1648) Bumps [uvicorn](https://github.com/encode/uvicorn) from 0.28.0 to 0.29.0. - [Release notes](https://github.com/encode/uvicorn/releases) - [Changelog](https://github.com/encode/uvicorn/blob/master/CHANGELOG.md) - [Commits](https://github.com/encode/uvicorn/compare/0.28.0...0.29.0) --- updated-dependencies: - dependency-name: uvicorn dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 27 +++++++++++++++++++++++---- 1 file changed, 23 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index ad8848428..ba3cd3526 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 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 = "absl-py" @@ -1331,6 +1331,13 @@ files = [ {file = "dm_tree-0.1.8-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fa42a605d099ee7d41ba2b5fb75e21423951fd26e5d50583a00471238fb3021d"}, {file = "dm_tree-0.1.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:83b7764de0d855338abefc6e3ee9fe40d301668310aa3baea3f778ff051f4393"}, {file = "dm_tree-0.1.8-cp311-cp311-win_amd64.whl", hash = "sha256:a5d819c38c03f0bb5b3b3703c60e4b170355a0fc6b5819325bf3d4ceb3ae7e80"}, + {file = "dm_tree-0.1.8-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:ea9e59e0451e7d29aece402d9f908f2e2a80922bcde2ebfd5dcb07750fcbfee8"}, + {file = "dm_tree-0.1.8-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:94d3f0826311f45ee19b75f5b48c99466e4218a0489e81c0f0167bda50cacf22"}, + {file = "dm_tree-0.1.8-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:435227cf3c5dc63f4de054cf3d00183790bd9ead4c3623138c74dde7f67f521b"}, + {file = "dm_tree-0.1.8-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:09964470f76a5201aff2e8f9b26842976de7889300676f927930f6285e256760"}, + {file = "dm_tree-0.1.8-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:75c5d528bb992981c20793b6b453e91560784215dffb8a5440ba999753c14ceb"}, + {file = "dm_tree-0.1.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c0a94aba18a35457a1b5cd716fd7b46c5dafdc4cf7869b4bae665b91c4682a8e"}, + {file = "dm_tree-0.1.8-cp312-cp312-win_amd64.whl", hash = "sha256:96a548a406a6fb15fe58f6a30a57ff2f2aafbf25f05afab00c8f5e5977b6c715"}, {file = "dm_tree-0.1.8-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:8c60a7eadab64c2278861f56bca320b2720f163dca9d7558103c3b77f2416571"}, {file = "dm_tree-0.1.8-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:af4b3d372f2477dcd89a6e717e4a575ca35ccc20cc4454a8a4b6f8838a00672d"}, {file = "dm_tree-0.1.8-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:de287fabc464b8734be251e46e06aa9aa1001f34198da2b6ce07bd197172b9cb"}, @@ -4006,6 +4013,7 @@ optional = false python-versions = ">=3" files = [ {file = "nvidia_nvjitlink_cu12-12.3.101-py3-none-manylinux1_x86_64.whl", hash = "sha256:64335a8088e2b9d196ae8665430bc6a2b7e6ef2eb877a9c735c804bd4ff6467c"}, + {file = "nvidia_nvjitlink_cu12-12.3.101-py3-none-manylinux2014_aarch64.whl", hash = "sha256:211a63e7b30a9d62f1a853e19928fbb1a750e3f17a13a3d1f98ff0ced19478dd"}, {file = "nvidia_nvjitlink_cu12-12.3.101-py3-none-win_amd64.whl", hash = "sha256:1b2e317e437433753530792f13eece58f0aec21a2b05903be7bffe58a606cbd1"}, ] @@ -5472,6 +5480,7 @@ files = [ {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"}, + {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"}, {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"}, {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"}, {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"}, @@ -7620,13 +7629,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "uvicorn" -version = "0.28.0" +version = "0.29.0" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - 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[Release notes](https://github.com/tqdm/tqdm/releases) - [Commits](https://github.com/tqdm/tqdm/compare/v4.66.2...v4.66.3) --- updated-dependencies: - dependency-name: tqdm dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/huggingface/poetry.lock | 27 +++++++++++++++++++++++---- 1 file changed, 23 insertions(+), 4 deletions(-) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index 42f13641f..684bd8285 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 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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[Release notes](https://github.com/tqdm/tqdm/releases) - [Commits](https://github.com/tqdm/tqdm/compare/v4.66.2...v4.66.3) --- updated-dependencies: - dependency-name: tqdm dependency-type: indirect ... 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[Release notes](https://github.com/tqdm/tqdm/releases) - [Commits](https://github.com/tqdm/tqdm/compare/v4.66.2...v4.66.3) --- updated-dependencies: - dependency-name: tqdm dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/poetry.lock b/poetry.lock index ba3cd3526..2bfb22e81 100644 --- a/poetry.lock +++ b/poetry.lock @@ -7373,13 +7373,13 @@ testing = ["build[virtualenv] (>=1.0.3)", "covdefaults (>=2.3)", "detect-test-po [[package]] name = "tqdm" -version = "4.66.2" +version = "4.66.3" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" files = [ - {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"}, - {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"}, + {file = "tqdm-4.66.3-py3-none-any.whl", hash = "sha256:4f41d54107ff9a223dca80b53efe4fb654c67efaba7f47bada3ee9d50e05bd53"}, + {file = "tqdm-4.66.3.tar.gz", hash = "sha256:23097a41eba115ba99ecae40d06444c15d1c0c698d527a01c6c8bd1c5d0647e5"}, ] [package.dependencies] From 0533ca2f4aae5a199f679433884ef4e267e35bf0 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 11:00:54 +0000 Subject: [PATCH 049/171] build(deps-dev): bump pytorch-lightning in /runtimes/mlflow (#1735) Bumps [pytorch-lightning](https://github.com/Lightning-AI/lightning) from 2.2.3 to 2.2.4. - [Release notes](https://github.com/Lightning-AI/lightning/releases) - [Commits](https://github.com/Lightning-AI/lightning/compare/2.2.3...2.2.4) --- updated-dependencies: - dependency-name: pytorch-lightning dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 8 ++++---- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index ab23586b7..dcbd6571f 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -2975,13 +2975,13 @@ files = [ [[package]] name = "pytorch-lightning" -version = "2.2.3" +version = "2.2.4" description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate." optional = false python-versions = ">=3.8" files = [ - {file = "pytorch-lightning-2.2.3.tar.gz", hash = "sha256:8bc606c3719b4546f122023ff47a146faf82a96a56cdfb79ac8a70b0ec905783"}, - {file = "pytorch_lightning-2.2.3-py3-none-any.whl", hash = "sha256:7b80992367b95e9625457231b25c335d6b8a1f647c6bff10d09cc8a70050a7c5"}, + {file = "pytorch-lightning-2.2.4.tar.gz", hash = "sha256:525b04ebad9900c3e3c2a12b3b462fe4f61ebe11fdb694716c3209f05b9b0fa8"}, + {file = "pytorch_lightning-2.2.4-py3-none-any.whl", hash = "sha256:fd91d47e983a2cd743c5c8c3c3795bbd0f3b69d24be2172a2f9012d930701ff2"}, ] [package.dependencies] @@ -4027,4 +4027,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "75d6e80c706d206967c835a9fb3b092fefde243a32dbb34b0a1530ad82557cc6" +content-hash = "105d0580abd6feb7651ff8f5cee4fe3e708347a14291363c832ec6f3e8e8022f" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index 72bc95890..3a0cf7cfc 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -15,7 +15,7 @@ mlflow = "*" [tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} torch = "2.2.1" -pytorch-lightning = "2.2.3" +pytorch-lightning = "2.2.4" torchmetrics = "1.3.2" torchvision = "0.17.1" mlflow = "2.12.1" From cf3ba0171805333298f73e4668c5d46595ec4d95 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 11:02:09 +0000 Subject: [PATCH 050/171] build(deps): bump joblib from 1.4.0 to 1.4.2 in /runtimes/catboost (#1736) Bumps [joblib](https://github.com/joblib/joblib) from 1.4.0 to 1.4.2. - [Release notes](https://github.com/joblib/joblib/releases) - [Changelog](https://github.com/joblib/joblib/blob/main/CHANGES.rst) - [Commits](https://github.com/joblib/joblib/compare/1.4.0...1.4.2) --- updated-dependencies: - dependency-name: joblib dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/catboost/poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/runtimes/catboost/poetry.lock b/runtimes/catboost/poetry.lock index 926803ccd..38e55b996 100644 --- a/runtimes/catboost/poetry.lock +++ b/runtimes/catboost/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 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 = "aiofiles" @@ -1159,13 +1159,13 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", [[package]] name = "joblib" -version = "1.4.0" +version = "1.4.2" description = "Lightweight pipelining with Python functions" optional = false python-versions = ">=3.8" files = [ - {file = "joblib-1.4.0-py3-none-any.whl", hash = "sha256:42942470d4062537be4d54c83511186da1fc14ba354961a2114da91efa9a4ed7"}, - {file = "joblib-1.4.0.tar.gz", hash = "sha256:1eb0dc091919cd384490de890cb5dfd538410a6d4b3b54eef09fb8c50b409b1c"}, + {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"}, + {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"}, ] [[package]] From 86c140a371ff6745e2addaaff5e430758c58be37 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 11:02:49 +0000 Subject: [PATCH 051/171] build(deps-dev): bump types-protobuf (#1737) Bumps [types-protobuf](https://github.com/python/typeshed) from 4.24.0.20240129 to 5.26.0.20240422. - [Commits](https://github.com/python/typeshed/commits) --- updated-dependencies: - dependency-name: types-protobuf dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 8 ++++---- pyproject.toml | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/poetry.lock b/poetry.lock index 2bfb22e81..ec8e99c67 100644 --- a/poetry.lock +++ b/poetry.lock @@ -7554,13 +7554,13 @@ files = [ [[package]] name = "types-protobuf" -version = "4.24.0.20240129" +version = "5.26.0.20240422" description = "Typing stubs for protobuf" optional = false python-versions = ">=3.8" files = [ - {file = "types-protobuf-4.24.0.20240129.tar.gz", hash = "sha256:8a83dd3b9b76a33e08d8636c5daa212ace1396418ed91837635fcd564a624891"}, - {file = "types_protobuf-4.24.0.20240129-py3-none-any.whl", hash = "sha256:23be68cc29f3f5213b5c5878ac0151706182874040e220cfb11336f9ee642ead"}, + {file = "types-protobuf-5.26.0.20240422.tar.gz", hash = "sha256:e6074178109f97efe9f0b20a035ba61d7c3b03e867eb47d254d2b2ab6a805e36"}, + {file = "types_protobuf-5.26.0.20240422-py3-none-any.whl", hash = "sha256:e4dc2554d342501d5aebc3c71203868b51118340e105fc190e3a64ca1be43831"}, ] [[package]] @@ -8391,4 +8391,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "b1e3497106501f36372b86a9cac4e8a6b5a302210821fabba21a4620a927eb9c" +content-hash = "b7abf8a2017333b1705e0ce74fca8a82c77e487de92d79e5e7e8275217c40a08" diff --git a/pyproject.toml b/pyproject.toml index d40b82a93..44bca8cc5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -96,7 +96,7 @@ flake8 = "7.0.0" flake8-black = "0.3.6" mypy = "1.9.0" mypy-protobuf = "3.1.0" -types-protobuf = "4.24.0.20240129" +types-protobuf = "5.26.0.20240422" types-orjson = "3.6.2" types-aiofiles = "23.2.0.20240106" types-requests = "2.31.0.20240311" From ef44917a4aa52ea23ea4d94b0b4410415a9bffc9 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 11:03:25 +0000 Subject: [PATCH 052/171] build(deps): bump werkzeug from 3.0.1 to 3.0.3 in /runtimes/mlflow (#1740) Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.0.1 to 3.0.3. - [Release notes](https://github.com/pallets/werkzeug/releases) - [Changelog](https://github.com/pallets/werkzeug/blob/main/CHANGES.rst) - [Commits](https://github.com/pallets/werkzeug/compare/3.0.1...3.0.3) --- updated-dependencies: - dependency-name: werkzeug dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index dcbd6571f..e0fdaae68 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -3741,13 +3741,13 @@ testing = ["coverage (>=5.0)", "pytest", "pytest-cover"] [[package]] name = "werkzeug" -version = "3.0.1" +version = "3.0.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"}, - {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"}, + {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, + {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, ] [package.dependencies] From 1686c8c2994244efdfcbc09a1c2df27f9c32c251 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 11:22:56 +0000 Subject: [PATCH 053/171] build(deps-dev): bump werkzeug from 3.0.1 to 3.0.3 (#1741) Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.0.1 to 3.0.3. - [Release notes](https://github.com/pallets/werkzeug/releases) - [Changelog](https://github.com/pallets/werkzeug/blob/main/CHANGES.rst) - [Commits](https://github.com/pallets/werkzeug/compare/3.0.1...3.0.3) --- updated-dependencies: - dependency-name: werkzeug dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/poetry.lock b/poetry.lock index ec8e99c67..099427e58 100644 --- a/poetry.lock +++ b/poetry.lock @@ -7942,13 +7942,13 @@ files = [ [[package]] name = "werkzeug" -version = "3.0.1" +version = "3.0.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"}, - {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"}, + {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, + {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, ] [package.dependencies] From 7717b339a69fc3e9013f1483217429f4cffdb4eb Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 11:25:53 +0000 Subject: [PATCH 054/171] build(deps): bump werkzeug from 3.0.2 to 3.0.3 in /runtimes/alibi-detect (#1743) Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.0.2 to 3.0.3. - [Release notes](https://github.com/pallets/werkzeug/releases) - [Changelog](https://github.com/pallets/werkzeug/blob/main/CHANGES.rst) - [Commits](https://github.com/pallets/werkzeug/compare/3.0.2...3.0.3) --- updated-dependencies: - dependency-name: werkzeug dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/alibi-detect/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/alibi-detect/poetry.lock b/runtimes/alibi-detect/poetry.lock index f810cd579..b7ec5a27c 100644 --- a/runtimes/alibi-detect/poetry.lock +++ b/runtimes/alibi-detect/poetry.lock @@ -4120,13 +4120,13 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)" [[package]] name = "werkzeug" -version = "3.0.2" +version = "3.0.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.2-py3-none-any.whl", hash = "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795"}, - {file = "werkzeug-3.0.2.tar.gz", hash = "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"}, + {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, + {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, ] [package.dependencies] From 286aa62284539c0021b1781b9c8545def38dba40 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 11:26:13 +0000 Subject: [PATCH 055/171] build(deps): bump werkzeug from 3.0.1 to 3.0.3 in /runtimes/huggingface (#1742) Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.0.1 to 3.0.3. - [Release notes](https://github.com/pallets/werkzeug/releases) - [Changelog](https://github.com/pallets/werkzeug/blob/main/CHANGES.rst) - [Commits](https://github.com/pallets/werkzeug/compare/3.0.1...3.0.3) --- updated-dependencies: - dependency-name: werkzeug dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/huggingface/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index 684bd8285..e2702b1f2 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -4079,13 +4079,13 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)" [[package]] name = "werkzeug" -version = "3.0.1" +version = "3.0.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"}, - {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"}, + {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, + {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, ] [package.dependencies] From c8d6ac4a924df4fd7337a6b20df1854d73e0891e Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 12:22:02 +0000 Subject: [PATCH 056/171] build(deps): bump jinja2 from 3.1.3 to 3.1.4 in /runtimes/huggingface (#1745) Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4. - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](https://github.com/pallets/jinja/compare/3.1.3...3.1.4) --- updated-dependencies: - dependency-name: jinja2 dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/huggingface/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index e2702b1f2..4926c679f 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -1432,13 +1432,13 @@ files = [ [[package]] name = "jinja2" -version = "3.1.3" +version = "3.1.4" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" files = [ - {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"}, - {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"}, + {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"}, + {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"}, ] [package.dependencies] From 1d4f30866af6b17f2a8e0f131a821530f81a7629 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 12:22:33 +0000 Subject: [PATCH 057/171] build(deps): bump jinja2 from 3.1.3 to 3.1.4 in /runtimes/mlflow (#1746) Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4. - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](https://github.com/pallets/jinja/compare/3.1.3...3.1.4) --- updated-dependencies: - dependency-name: jinja2 dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index e0fdaae68..b171a90a5 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -1467,13 +1467,13 @@ files = [ [[package]] name = "jinja2" -version = "3.1.3" +version = "3.1.4" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" files = [ - {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"}, - {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"}, + {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"}, + {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"}, ] [package.dependencies] From d0f876091c07c4f16ad563803cdeb1b1c7d7ed6a Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 12:24:15 +0000 Subject: [PATCH 058/171] build(deps): bump joblib from 1.4.0 to 1.4.2 in /runtimes/sklearn (#1738) Bumps [joblib](https://github.com/joblib/joblib) from 1.4.0 to 1.4.2. - [Release notes](https://github.com/joblib/joblib/releases) - [Changelog](https://github.com/joblib/joblib/blob/main/CHANGES.rst) - [Commits](https://github.com/joblib/joblib/compare/1.4.0...1.4.2) --- updated-dependencies: - dependency-name: joblib dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/sklearn/poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/runtimes/sklearn/poetry.lock b/runtimes/sklearn/poetry.lock index 5f0103657..8ed7a4ead 100644 --- a/runtimes/sklearn/poetry.lock +++ b/runtimes/sklearn/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 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 = "aiofiles" @@ -954,13 +954,13 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", [[package]] name = "joblib" -version = "1.4.0" +version = "1.4.2" description = "Lightweight pipelining with Python functions" optional = false python-versions = ">=3.8" files = [ - {file = "joblib-1.4.0-py3-none-any.whl", hash = "sha256:42942470d4062537be4d54c83511186da1fc14ba354961a2114da91efa9a4ed7"}, - {file = "joblib-1.4.0.tar.gz", hash = "sha256:1eb0dc091919cd384490de890cb5dfd538410a6d4b3b54eef09fb8c50b409b1c"}, + {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"}, + {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"}, ] [[package]] From c1015b4d2dc106d9e3fa1d473a2faaa7df93e0ba Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 12:26:57 +0000 Subject: [PATCH 059/171] build(deps-dev): bump jinja2 from 3.1.3 to 3.1.4 (#1744) Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4. - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](https://github.com/pallets/jinja/compare/3.1.3...3.1.4) --- updated-dependencies: - dependency-name: jinja2 dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/poetry.lock b/poetry.lock index 099427e58..c7378420b 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2643,13 +2643,13 @@ files = [ [[package]] name = "jinja2" -version = "3.1.3" +version = "3.1.4" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" files = [ - {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"}, - {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"}, + {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"}, + {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"}, ] [package.dependencies] From f45bb7f3fe559dc33e8aa89d24b98041f8df1eab Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 12:29:22 +0000 Subject: [PATCH 060/171] build(deps): bump optimum from 1.19.1 to 1.19.2 in /runtimes/huggingface (#1754) Bumps [optimum](https://github.com/huggingface/optimum) from 1.19.1 to 1.19.2. - [Release notes](https://github.com/huggingface/optimum/releases) - [Commits](https://github.com/huggingface/optimum/compare/v1.19.1...v1.19.2) --- updated-dependencies: - dependency-name: optimum dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/huggingface/poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index 4926c679f..5f4252bf0 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -2359,13 +2359,13 @@ tests = ["pytest", "pytest-cov", "pytest-pep8"] [[package]] name = "optimum" -version = "1.19.1" +version = "1.19.2" description = "Optimum Library is an extension of the Hugging Face Transformers library, providing a framework to integrate third-party libraries from Hardware Partners and interface with their specific functionality." optional = false python-versions = ">=3.7.0" files = [ - {file = "optimum-1.19.1-py3-none-any.whl", hash = "sha256:ca474589682fe10f7827c85260d116603a5823d5c251c453620584cbc06fa5f6"}, - {file = "optimum-1.19.1.tar.gz", hash = "sha256:fd723b723bb7fe57d98b4afbd5f9e1d923d31a9843eff32331725162994ec849"}, + {file = "optimum-1.19.2-py3-none-any.whl", hash = "sha256:66f0fafda050ee6671bab6899852b9bf95afac766d99aa54a40699c7dee598bf"}, + {file = "optimum-1.19.2.tar.gz", hash = "sha256:fc22e07f084d867bd9bce32fd0d737f7c4863514ea5d90c7acccf5dcfe5f2296"}, ] [package.dependencies] @@ -2396,7 +2396,7 @@ exporters-gpu = ["onnx", "onnxruntime-gpu", "timm"] exporters-tf = ["h5py", "numpy (<1.24.0)", "onnx", "onnxruntime", "tensorflow (>=2.4,<=2.12.1)", "tf2onnx", "timm", "transformers[sentencepiece] (>=4.26.0,<4.38.0)"] furiosa = ["optimum-furiosa"] graphcore = ["optimum-graphcore"] -habana = ["optimum-habana", "transformers (>=4.37.0,<4.38.0)"] +habana = ["optimum-habana", "transformers (>=4.38.0,<4.39.0)"] intel = ["optimum-intel (>=1.15.0)"] neural-compressor = ["optimum-intel[neural-compressor] (>=1.15.0)"] neuron = ["optimum-neuron[neuron] (>=0.0.20)", "transformers (==4.36.2)"] From bcd8e7fc8a0d557f29ebca89c746bdb738964643 Mon Sep 17 00:00:00 2001 From: Jesse Claven Date: Mon, 13 May 2024 14:40:43 +0100 Subject: [PATCH 061/171] Revert "build(deps): bump uvicorn from 0.28.0 to 0.29.0 (#1648)" (#1758) This reverts commit c89bc8ffef04e1911c6e143a5de06d95d32fcfb3. --- poetry.lock | 27 ++++----------------------- 1 file changed, 4 insertions(+), 23 deletions(-) diff --git a/poetry.lock b/poetry.lock index c7378420b..f33a5a43d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. 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" json=payload.dict()\n", + " json=payload.model_dump()\n", ")\n", "\n", "response_payload = InferenceResponse.parse_raw(response.text)\n", diff --git a/docs/examples/content-type/README.md b/docs/examples/content-type/README.md index c5245ec50..cd905cf3c 100644 --- a/docs/examples/content-type/README.md +++ b/docs/examples/content-type/README.md @@ -146,7 +146,7 @@ payload = InferenceRequest( response = requests.post( "http://localhost:8080/v2/models/content-type-example/infer", - json=payload.dict() + json=payload.model_dump() ) response_payload = InferenceResponse.parse_raw(response.text) diff --git a/docs/examples/custom/README.ipynb b/docs/examples/custom/README.ipynb index 5d1cea3ab..ed47008f9 100644 --- a/docs/examples/custom/README.ipynb +++ b/docs/examples/custom/README.ipynb @@ -311,7 +311,7 @@ ")\n", "\n", "endpoint = \"http://localhost:8080/v2/models/numpyro-divorce/infer\"\n", - "response = requests.post(endpoint, json=inference_request.dict())\n", + "response = requests.post(endpoint, json=inference_request.model_dump())\n", "\n", "response.json()" ] @@ -411,7 +411,7 @@ ")\n", "\n", "endpoint = \"http://localhost:8080/v2/models/numpyro-divorce/infer\"\n", - "response = requests.post(endpoint, json=inference_request.dict())\n", + "response = requests.post(endpoint, json=inference_request.model_dump())\n", "\n", "response.json()" ] diff --git a/docs/examples/custom/README.md b/docs/examples/custom/README.md index 3294926c1..4bf01139b 100644 --- a/docs/examples/custom/README.md +++ b/docs/examples/custom/README.md @@ -226,7 +226,7 @@ inference_request = InferenceRequest( ) endpoint = "http://localhost:8080/v2/models/numpyro-divorce/infer" -response = requests.post(endpoint, json=inference_request.dict()) +response = requests.post(endpoint, json=inference_request.model_dump()) response.json() ``` @@ -285,7 +285,7 @@ inference_request = InferenceRequest( ) endpoint = "http://localhost:8080/v2/models/numpyro-divorce/infer" -response = requests.post(endpoint, json=inference_request.dict()) +response = requests.post(endpoint, json=inference_request.model_dump()) response.json() ``` diff --git a/docs/getting-started/index.md b/docs/getting-started/index.md index ff2587613..a43325c6b 100644 --- a/docs/getting-started/index.md +++ b/docs/getting-started/index.md @@ -1,13 +1,13 @@ # Getting Started with MLServer -This guide will help you get started creating machine learning microservices with MLServer -in less than 30 minutes. Our use case will be to create a service that helps us compare the similarity -between two documents. Think about whenever you are comparing a book, news article, blog post, -or tutorial to read next, wouldn't it be great to have a way to compare with -similar ones that you have already read and liked (without having to rely on a recommendation's system)? +This guide will help you get started creating machine learning microservices with MLServer +in less than 30 minutes. Our use case will be to create a service that helps us compare the similarity +between two documents. Think about whenever you are comparing a book, news article, blog post, +or tutorial to read next, wouldn't it be great to have a way to compare with +similar ones that you have already read and liked (without having to rely on a recommendation's system)? That's what we'll focus on this guide, on creating a document similarity service. 📜 + 📃 = 😎👌🔥 -The code is showcased as if it were cells inside a notebook but you can run each of the steps +The code is showcased as if it were cells inside a notebook but you can run each of the steps inside Python files with minimal effort. ## 00 What is MLServer? @@ -16,14 +16,14 @@ MLServer is an open-source Python library for building production-ready asynchro ## 01 Dependencies -The first step is to install `mlserver`, the `spacy` library, and the [language model](https://spacy.io/models/en#en_core_web_lg) -`spacy` will need for our use case. We will also download the `wikipedia-api` library to +The first step is to install `mlserver`, the `spacy` library, and the [language model](https://spacy.io/models/en#en_core_web_lg) +`spacy` will need for our use case. We will also download the `wikipedia-api` library to test our use case with a few fun summaries. -If you've never heard of [spaCy](https://spacy.io/) before, it is an open-source Python -library for advanced natural language processing that excels at large-scale information -extraction and retrieval tasks, among many others. The model we'll use is a pre-trained -model on English text from the web. This model will help us get started with our use case +If you've never heard of [spaCy](https://spacy.io/) before, it is an open-source Python +library for advanced natural language processing that excels at large-scale information +extraction and retrieval tasks, among many others. The model we'll use is a pre-trained +model on English text from the web. This model will help us get started with our use case faster than if we had to train a model from scratch for our use case. Let's first install these libraries. @@ -40,17 +40,17 @@ We will also need to download the language model separately once we have spaCy i python -m spacy download en_core_web_lg ``` -If you're going over this guide inside a notebook, don't forget to add an exclamation mark `!` -in front of the two commands above. If you are in VSCode, you can keep them as they are and +If you're going over this guide inside a notebook, don't forget to add an exclamation mark `!` +in front of the two commands above. If you are in VSCode, you can keep them as they are and change the cell type to bash. ## 02 Set Up ![setup](../assets/mlserver_setup.png) -At its core, MLServer requires that users give it 3 things, a `model-settings.json` file with -information about the model, an (optional) `settings.json` file with information related to the server you -are about to set up, and a `.py` file with the load-predict recipe for your model (as shown in the +At its core, MLServer requires that users give it 3 things, a `model-settings.json` file with +information about the model, an (optional) `settings.json` file with information related to the server you +are about to set up, and a `.py` file with the load-predict recipe for your model (as shown in the picture above). Let's create a directory for our model. @@ -60,8 +60,8 @@ Let's create a directory for our model. mkdir -p similarity_model ``` -Before we create a service that allows us to compare the similarity between two documents, it is -good practice to first test that our solution works first, especially if we're using a pre-trained +Before we create a service that allows us to compare the similarity between two documents, it is +good practice to first test that our solution works first, especially if we're using a pre-trained model and/or a pipeline. @@ -74,12 +74,12 @@ import spacy nlp = spacy.load("en_core_web_lg") ``` -Now that we have our model loaded, let's look at the similarity of the abstracts of -[Barbieheimer](https://en.wikipedia.org/wiki/Barbenheimer) using the `wikipedia-api` -Python library. The main requirement of the API is that we pass into the main class, -`Wikipedia()`, a project name, an email and the language we want information to be -returned in. After that, we can search the for the movie summaries we want by passing -the title of the movie to the `.page()` method and accessing the summary of it with +Now that we have our model loaded, let's look at the similarity of the abstracts of +[Barbieheimer](https://en.wikipedia.org/wiki/Barbenheimer) using the `wikipedia-api` +Python library. The main requirement of the API is that we pass into the main class, +`Wikipedia()`, a project name, an email and the language we want information to be +returned in. After that, we can search the for the movie summaries we want by passing +the title of the movie to the `.page()` method and accessing the summary of it with the `.summary` attribute. Feel free to change the movies for other topics you might be interested in. @@ -104,7 +104,7 @@ print(barbie) print() print(oppenheimer) ``` -If you created an `app.py` file with the code above, make sure you run `python app.py` from +If you created an `app.py` file with the code above, make sure you run `python app.py` from the terminal. ``` @@ -133,27 +133,27 @@ doc1.similarity(doc2) -Notice that both summaries have information about the other movie, about "films" in general, -and about the dates each aired on (which is the same). The reality is that, the model hasn't seen -any of these movies so it might be generalizing to the context of each article, "movies," +Notice that both summaries have information about the other movie, about "films" in general, +and about the dates each aired on (which is the same). The reality is that, the model hasn't seen +any of these movies so it might be generalizing to the context of each article, "movies," rather than their content, "dolls as humans and the atomic bomb." -You should, of course, play around with different pages and see if what you get back is coherent with +You should, of course, play around with different pages and see if what you get back is coherent with what you would expect. Time to create a machine learning API for our use-case. 😎 ## 03 Building a Service -MLServer allows us to wrap machine learning models into APIs and build microservices with +MLServer allows us to wrap machine learning models into APIs and build microservices with replicas of a single model, or different models all together. -To create a service with MLServer, we will define a class with two asynchronous functions, one that -loads the model and another one to run inference (or predict) with. The former will load the -`spacy` model we tested in the last section, and the latter will take in a list with the two -documents we want to compare. Lastly, our function will return a `numpy` array with a single -value, our similarity score. We'll write the file to our `similarity_model` directory and call -it `my_model.py`. +To create a service with MLServer, we will define a class with two asynchronous functions, one that +loads the model and another one to run inference (or predict) with. The former will load the +`spacy` model we tested in the last section, and the latter will take in a list with the two +documents we want to compare. Lastly, our function will return a `numpy` array with a single +value, our similarity score. We'll write the file to our `similarity_model` directory and call +it `my_model.py`. ```python @@ -169,7 +169,7 @@ class MyKulModel(MLModel): async def load(self): self.model = spacy.load("en_core_web_lg") - + @decode_args async def predict(self, docs: List[str]) -> np.ndarray: @@ -179,12 +179,12 @@ class MyKulModel(MLModel): return np.array(doc1.similarity(doc2)) ``` -Now that we have our model file ready to go, the last piece of the puzzle is to tell MLServer a bit of info -about it. In particular, it wants (or needs) to know the name of the model and how to implement -it. The former can be anything you want (and it will be part of the URL of your API), and the latter will +Now that we have our model file ready to go, the last piece of the puzzle is to tell MLServer a bit of info +about it. In particular, it wants (or needs) to know the name of the model and how to implement +it. The former can be anything you want (and it will be part of the URL of your API), and the latter will follow the recipe of `name_of_py_file_with_your_model.class_with_your_model`. -Let's create the `model-settings.json` file MLServer is expecting inside our `similarity_model` directory +Let's create the `model-settings.json` file MLServer is expecting inside our `similarity_model` directory and add the name and the implementation of our model to it. @@ -198,16 +198,16 @@ and add the name and the implementation of our model to it. ``` -Now that everything is in place, we can start serving predictions locally to test how things would play -out for our future users. We'll initiate our server via the command line, and later on we'll see how to -do the same via Python files. Here's where we are at right now in the process of developing microservices +Now that everything is in place, we can start serving predictions locally to test how things would play +out for our future users. We'll initiate our server via the command line, and later on we'll see how to +do the same via Python files. Here's where we are at right now in the process of developing microservices with MLServer. ![start](../assets/start_service.png) -As you can see in the image, our server will be initialized with three entry points, one for HTTP requests, -another for gRPC, and another for the metrics. To learn more about the powerful metrics feature of MLServer, -please visit the relevant docs page [here](https://mlserver.readthedocs.io/en/latest/user-guide/metrics.html). +As you can see in the image, our server will be initialized with three entry points, one for HTTP requests, +another for gRPC, and another for the metrics. To learn more about the powerful metrics feature of MLServer, +please visit the relevant docs page [here](https://mlserver.readthedocs.io/en/latest/user-guide/metrics.html). To learn more about gRPC, please see this tutorial [here](https://realpython.com/python-microservices-grpc/). To start our service, open up a terminal and run the following command. @@ -216,14 +216,14 @@ To start our service, open up a terminal and run the following command. mlserver start similarity_model/ ``` -Note: If this is a fresh terminal, make sure you activate your environment before you run the command above. -If you run the command above from your notebook (e.g. `!mlserver start similarity_model/`), -you will have to send the request below from another notebook or terminal since the cell will continue to run +Note: If this is a fresh terminal, make sure you activate your environment before you run the command above. +If you run the command above from your notebook (e.g. `!mlserver start similarity_model/`), +you will have to send the request below from another notebook or terminal since the cell will continue to run until you turn it off. ## 04 Testing our Service -Time to become a client of our service and test it. For this, we'll set up the payload we'll send +Time to become a client of our service and test it. For this, we'll set up the payload we'll send to our service and use the `requests` library to [POST](https://www.baeldung.com/cs/http-get-vs-post) our request. @@ -232,15 +232,15 @@ from mlserver.codecs import StringCodec import requests ``` -Please note that the request below uses the variables we created earlier with the summaries -of Barbie and Oppenheimer. If you are sending this POST request from a fresh python file, make +Please note that the request below uses the variables we created earlier with the summaries +of Barbie and Oppenheimer. If you are sending this POST request from a fresh python file, make sure you move those lines of code above into your request file. ```python inference_request = { "inputs": [ - StringCodec.encode_input(name='docs', payload=[barbie, oppenheimer], use_bytes=False).dict() + StringCodec.encode_input(name='docs', payload=[barbie, oppenheimer], use_bytes=False).model_dump() ] } print(inference_request) @@ -296,10 +296,10 @@ Our movies are 98.6691% similar Let's decompose what just happened. -The `URL` for our service might seem a bit odd if you've never heard of the -[V2/Open Inference Protocol (OIP)](https://docs.seldon.io/projects/seldon-core/en/latest/reference/apis/v2-protocol.html). -This protocol is a set of specifications that allows machine learning models to be shared and deployed in a -standardized way. This protocol enables the use of machine learning models on a variety of platforms and +The `URL` for our service might seem a bit odd if you've never heard of the +[V2/Open Inference Protocol (OIP)](https://docs.seldon.io/projects/seldon-core/en/latest/reference/apis/v2-protocol.html). +This protocol is a set of specifications that allows machine learning models to be shared and deployed in a +standardized way. This protocol enables the use of machine learning models on a variety of platforms and devices without requiring changes to the model or its code. The OIP is useful because it allows us to integrate machine learning into a wide range of applications in a standard way. @@ -307,30 +307,30 @@ All URLs you create with MLServer will have the following structure. ![v2](../assets/urlv2.png) -This kind of protocol is a standard adopted by different companies like NVIDIA, Tensorflow Serving, -KServe, and others, to keep everyone on the same page. If you think about driving cars globally, -your country has to apply a standard for driving on a particular side of the road, and this ensures -you and everyone else stays on the left (or the right depending on where you are at). Adopting this -means that you won't have to wonder where the next driver is going to come out of when you are driving +This kind of protocol is a standard adopted by different companies like NVIDIA, Tensorflow Serving, +KServe, and others, to keep everyone on the same page. If you think about driving cars globally, +your country has to apply a standard for driving on a particular side of the road, and this ensures +you and everyone else stays on the left (or the right depending on where you are at). Adopting this +means that you won't have to wonder where the next driver is going to come out of when you are driving and are about to take a turn, instead, you can focus on getting to where you're going to without much worrying. Let's describe what each of the components of our `inference_request` does. - `name`: this maps one-to-one to the name of the parameter in your `predict()` function. - `shape`: represents the shape of the elements in our `data`. In our case, it is a list with `[2]` strings. - `datatype`: the different data types expected by the server, e.g., str, numpy array, pandas dataframe, bytes, etc. -- `parameters`: allows us to specify the `content_type` beyond the data types +- `parameters`: allows us to specify the `content_type` beyond the data types - `data`: the inputs to our predict function. -To learn more about the OIP and how MLServer content types work, please have a looks at their +To learn more about the OIP and how MLServer content types work, please have a looks at their [docs page here](https://mlserver.readthedocs.io/en/latest/user-guide/content-type.html). ## 05 Creating Model Replicas -Say you need to meet the demand of a high number of users and one model might not be enough, or is not using -all of the resources of the virtual machine instance it was allocated to. What we can do in this case is -to create multiple replicas of our model to increase the throughput of the requests that come in. This -can be particularly useful at the peak times of our server. To do this, we need to tweak the settings of -our server via the `settings.json` file. In it, we'll add the number of independent models we want to +Say you need to meet the demand of a high number of users and one model might not be enough, or is not using +all of the resources of the virtual machine instance it was allocated to. What we can do in this case is +to create multiple replicas of our model to increase the throughput of the requests that come in. This +can be particularly useful at the peak times of our server. To do this, we need to tweak the settings of +our server via the `settings.json` file. In it, we'll add the number of independent models we want to have to the parameter `"parallel_workers": 3`. Let's stop our server, change the settings of it, start it again, and test it. @@ -351,12 +351,12 @@ mlserver start similarity_model ![multiplemodels](../assets/multiple_models.png) -As you can see in the output of the terminal in the picture above, we now have 3 models running in -parallel. The reason you might see 4 is because, by default, MLServer will print the name of the -initialized model if it is one or more, and it will also print one for each of the replicas +As you can see in the output of the terminal in the picture above, we now have 3 models running in +parallel. The reason you might see 4 is because, by default, MLServer will print the name of the +initialized model if it is one or more, and it will also print one for each of the replicas specified in the settings. -Let's get a few more [twin films examples](https://en.wikipedia.org/wiki/Twin_films) to test our +Let's get a few more [twin films examples](https://en.wikipedia.org/wiki/Twin_films) to test our server. Get as creative as you'd like. 💡 @@ -375,10 +375,10 @@ mamma_mia = wiki_wiki.page('Mamma_Mia!_(film)').summary ```python def get_sim_score(movie1, movie2): response = requests.post( - 'http://0.0.0.0:8080/v2/models/doc-sim-model/infer', + 'http://0.0.0.0:8080/v2/models/doc-sim-model/infer', json={ "inputs": [ - StringCodec.encode_input(name='docs', payload=[movie1, movie2], use_bytes=False).dict() + StringCodec.encode_input(name='docs', payload=[movie1, movie2], use_bytes=False).model_dump() ] }) return response.json()['outputs'][0]['data'][0] @@ -432,12 +432,12 @@ for movie1, movie2 in zip((deep_impact, antz, the_dark_night), (armageddon, a_bu ![serving3](../assets/serving_2.png) -For the last step of this guide, we are going to package our model and service into a -docker image that we can reuse in another project or share with colleagues immediately. This step -requires that we have docker installed and configured in our PCs, so if you need to set up docker, +For the last step of this guide, we are going to package our model and service into a +docker image that we can reuse in another project or share with colleagues immediately. This step +requires that we have docker installed and configured in our PCs, so if you need to set up docker, you can do so by following the instructions in the documentation [here](https://docs.docker.com/get-docker/). -The first step is to create a `requirements.txt` file with all of our dependencies and add it to +The first step is to create a `requirements.txt` file with all of our dependencies and add it to the directory we've been using for our service (`similarity_model`). @@ -450,7 +450,7 @@ https://github.com/explosion/spacy-models/releases/download/en_core_web_lg-3.6.0 ``` -The next step is to build a docker image with our model, its dependencies and our server. If you've never heard +The next step is to build a docker image with our model, its dependencies and our server. If you've never heard of **docker images** before, here's a short description. > A Docker image is a lightweight, standalone, and executable package that includes everything needed to run a piece of software, including code, libraries, dependencies, and settings. It's like a carry-on bag for your application, containing everything it needs to travel safely and run smoothly in different environments. Just as a carry-on bag allows you to bring your essentials with you on a trip, a Docker image enables you to transport your application and its requirements across various computing environments, ensuring consistent and reliable deployment. @@ -462,7 +462,7 @@ MLServer has a convenient function that lets us create docker images with our se mlserver build similarity_model/ -t 'fancy_ml_service' ``` -We can check that our image was successfully build not only by looking at the logs of the previous +We can check that our image was successfully build not only by looking at the logs of the previous command but also with the `docker images` command. @@ -470,7 +470,7 @@ command but also with the `docker images` command. docker images ``` -Let's test that our image works as intended with the following command. Make sure you have closed your +Let's test that our image works as intended with the following command. Make sure you have closed your previous server by using `CTRL + C` in your terminal. @@ -478,16 +478,16 @@ previous server by using `CTRL + C` in your terminal. docker run -it --rm -p 8080:8080 fancy_ml_service ``` -Now that you have a packaged and fully-functioning microservice with our model, we could deploy our container -to a production serving platform like [Seldon Core](https://docs.seldon.io/projects/seldon-core/en/latest/#), -or via different offerings available through the many cloud providers out there (e.g. AWS Lambda, Google -Cloud Run, etc.). You could also run this image on KServe, a Kubernetes native tool for model serving, or +Now that you have a packaged and fully-functioning microservice with our model, we could deploy our container +to a production serving platform like [Seldon Core](https://docs.seldon.io/projects/seldon-core/en/latest/#), +or via different offerings available through the many cloud providers out there (e.g. AWS Lambda, Google +Cloud Run, etc.). You could also run this image on KServe, a Kubernetes native tool for model serving, or anywhere else where you can bring your docker image with you. -To learn more about MLServer and the different ways in which you can use it, head over to the -[examples](https://mlserver.readthedocs.io/en/latest/examples/index.html) section -or the [user guide](https://mlserver.readthedocs.io/en/latest/user-guide/index.html). To learn about +To learn more about MLServer and the different ways in which you can use it, head over to the +[examples](https://mlserver.readthedocs.io/en/latest/examples/index.html) section +or the [user guide](https://mlserver.readthedocs.io/en/latest/user-guide/index.html). To learn about some of the deployment options available, head over to the docs [here](https://mlserver.readthedocs.io/en/stable/user-guide/deployment/index.html). -To keep up to date with what we are up to at Seldon, make sure you join our +To keep up to date with what we are up to at Seldon, make sure you join our [Slack community](https://join.slack.com/t/seldondev/shared_invite/zt-vejg6ttd-ksZiQs3O_HOtPQsen_labg). diff --git a/docs/user-guide/content-type.md b/docs/user-guide/content-type.md index 7e198dcc4..46a5e7524 100644 --- a/docs/user-guide/content-type.md +++ b/docs/user-guide/content-type.md @@ -169,7 +169,7 @@ MLServer) you will need to **convert them to a Python dict or a JSON string**. Luckily, these classes leverage [Pydantic](https://docs.pydantic.dev/latest/) under the hood. -Therefore you can just call the `.dict()` or `.json()` method to convert them. +Therefore you can just call the `.model_dump()` or `.model_dump_json()` method to convert them. Likewise, to read them back from JSON, we can always pass the JSON fields as kwargs to the class' constructor (or use any of the [other methods](https://docs.pydantic.dev/latest/usage/models/#model-properties) diff --git a/tests/repository/test_load.py b/tests/repository/test_load.py index 0cd36a5e6..17f365199 100644 --- a/tests/repository/test_load.py +++ b/tests/repository/test_load.py @@ -24,7 +24,7 @@ def custom_module_settings_path( # Add modified settings, pointing to local module model_settings_path = os.path.join(tmp_path, DEFAULT_MODEL_SETTINGS_FILENAME) with open(model_settings_path, "w") as f: - settings_dict = sum_model_settings.dict() + settings_dict = sum_model_settings.model_dump() # Point to local module settings_dict["implementation"] = "fixtures.SumModel" f.write(json.dumps(settings_dict)) diff --git a/tests/rest/test_codecs.py b/tests/rest/test_codecs.py index 7cc6fdc3f..b0a3d6811 100644 --- a/tests/rest/test_codecs.py +++ b/tests/rest/test_codecs.py @@ -21,7 +21,6 @@ "data": [21.0], "parameters": { "content_type": NumpyCodec.ContentType, - "headers": None, }, }, ), @@ -35,7 +34,6 @@ "data": ["\x01\x02"], "parameters": { "content_type": NumpyCodec.ContentType, - "headers": None, }, }, ), @@ -49,7 +47,6 @@ "data": ["hey", "what's", "up"], "parameters": { "content_type": StringCodec.ContentType, - "headers": None, }, }, ), @@ -63,7 +60,6 @@ "data": ["UHl0aG9uIGlzIGZ1bg=="], "parameters": { "content_type": Base64Codec.ContentType, - "headers": None, }, }, ), @@ -73,7 +69,7 @@ def test_encode_output_tensor(decoded: Any, codec: InputCodec, expected: dict): # Serialise response into final output bytes payload = codec.encode_output(name="output-0", payload=decoded) response = Response(content=None) - rendered_as_bytes = response.render(payload.dict()) + rendered_as_bytes = response.render(payload.model_dump()) # Decode response back into JSON and check if it matches the expected one rendered = rendered_as_bytes.decode("utf8") From 1eb48ebab0f7ecb985583802c5d28ade179e9aef Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Tue, 14 May 2024 10:38:20 +0100 Subject: [PATCH 063/171] fix: Fixed openapi dataplane.yaml (#1752) * Fixed openapi dataplane.yaml * Geneated dataplane.py with pydantic v2 * Fixed TensorData root typing --- mlserver/types/dataplane.py | 99 +++++++++++++++++++------------------ openapi/dataplane.yaml | 15 ++++-- 2 files changed, 60 insertions(+), 54 deletions(-) diff --git a/mlserver/types/dataplane.py b/mlserver/types/dataplane.py index 8ce05f411..35f7a9678 100644 --- a/mlserver/types/dataplane.py +++ b/mlserver/types/dataplane.py @@ -1,10 +1,12 @@ # generated by datamodel-codegen: # filename: dataplane.yaml +from __future__ import annotations + from enum import Enum -from typing import Any, Dict, List, Optional +from typing import Any, Dict, List, Optional, Union -from pydantic import Field, RootModel, ConfigDict +from pydantic import ConfigDict, Field, RootModel from .base import BaseModel @@ -19,22 +21,6 @@ class MetadataServerErrorResponse(BaseModel): error: str -class Datatype(Enum): - BOOL = "BOOL" - UINT8 = "UINT8" - UINT16 = "UINT16" - UINT32 = "UINT32" - UINT64 = "UINT64" - INT8 = "INT8" - INT16 = "INT16" - INT32 = "INT32" - INT64 = "INT64" - FP16 = "FP16" - FP32 = "FP32" - FP64 = "FP64" - BYTES = "BYTES" - - class MetadataModelErrorResponse(BaseModel): error: str @@ -43,13 +29,12 @@ class Parameters(BaseModel): model_config = ConfigDict( extra="allow", ) - content_type: Optional[str] = None headers: Optional[Dict[str, Any]] = None -class TensorData(RootModel[Any]): - root: Any = Field(..., title="TensorData") +class TensorData(RootModel[Union[List, str]]): + root: Union[List, str] = Field(..., title="TensorData") def __iter__(self): return iter(self.root) @@ -63,55 +48,71 @@ def __len__(self): class RequestOutput(BaseModel): name: str - parameters: Optional["Parameters"] = None - - -class ResponseOutput(BaseModel): - name: str - shape: List[int] - datatype: "Datatype" - parameters: Optional["Parameters"] = None - data: "TensorData" - - -class InferenceResponse(BaseModel): - model_name: str - model_version: Optional[str] = None - id: Optional[str] = None - parameters: Optional["Parameters"] = None - outputs: List["ResponseOutput"] + parameters: Optional[Parameters] = None class InferenceErrorResponse(BaseModel): error: Optional[str] = None +class Datatype(Enum): + BOOL = "BOOL" + UINT8 = "UINT8" + UINT16 = "UINT16" + UINT32 = "UINT32" + UINT64 = "UINT64" + INT8 = "INT8" + INT16 = "INT16" + INT32 = "INT32" + INT64 = "INT64" + FP16 = "FP16" + FP32 = "FP32" + FP64 = "FP64" + BYTES = "BYTES" + + class MetadataTensor(BaseModel): name: str - datatype: "Datatype" + datatype: Datatype shape: List[int] - parameters: Optional["Parameters"] = None + parameters: Optional[Parameters] = None class RequestInput(BaseModel): name: str shape: List[int] - datatype: "Datatype" - parameters: Optional["Parameters"] = None - data: "TensorData" + datatype: Datatype + parameters: Optional[Parameters] = None + data: TensorData + + +class ResponseOutput(BaseModel): + name: str + shape: List[int] + datatype: Datatype + parameters: Optional[Parameters] = None + data: TensorData + + +class InferenceResponse(BaseModel): + model_name: str + model_version: Optional[str] = None + id: Optional[str] = None + parameters: Optional[Parameters] = None + outputs: List[ResponseOutput] class MetadataModelResponse(BaseModel): name: str versions: Optional[List[str]] = None platform: str - inputs: Optional[List["MetadataTensor"]] = None - outputs: Optional[List["MetadataTensor"]] = None - parameters: Optional["Parameters"] = None + inputs: Optional[List[MetadataTensor]] = None + outputs: Optional[List[MetadataTensor]] = None + parameters: Optional[Parameters] = None class InferenceRequest(BaseModel): id: Optional[str] = None - parameters: Optional["Parameters"] = None - inputs: List["RequestInput"] - outputs: Optional[List["RequestOutput"]] = None + parameters: Optional[Parameters] = None + inputs: List[RequestInput] + outputs: Optional[List[RequestOutput]] = None diff --git a/openapi/dataplane.yaml b/openapi/dataplane.yaml index edcc19d03..409c6b1a7 100644 --- a/openapi/dataplane.yaml +++ b/openapi/dataplane.yaml @@ -247,7 +247,7 @@ paths: - model components: enums: - TensorDataTypes: + Datatype: type: string enum: - BOOL @@ -321,7 +321,8 @@ components: properties: name: type: string - datatype: $ref: '#/components/enums/TensorDataTypes' + datatype: + $ref: '#/components/enums/Datatype' shape: type: array items: @@ -415,7 +416,8 @@ components: type: array items: type: integer - datatype: $ref: '#/components/enums/TensorDataTypes' + datatype: + $ref: '#/components/enums/Datatype' parameters: $ref: '#/components/schemas/Parameters' data: @@ -427,7 +429,9 @@ components: - data TensorData: title: TensorData - type: array + oneOf: + - type: array + - type: string RequestOutput: title: RequestOutput type: object @@ -448,7 +452,8 @@ components: type: array items: type: integer - datatype: $ref: '#/components/enums/TensorDataTypes' + datatype: + $ref: '#/components/enums/Datatype' parameters: $ref: '#/components/schemas/Parameters' data: From b8445f80730039067a652ec5e2ef11ee8894a594 Mon Sep 17 00:00:00 2001 From: Jesse Claven Date: Wed, 15 May 2024 15:40:45 +0100 Subject: [PATCH 064/171] fix(pandas): Use Pydantic v2 compatible type (#1760) This is a follow-up to #1752 and supersedes #1759. It's understood that `string` type is no longer being treated as a list by Pydantic. `bytes` should be. The code generator seems aware of the `bytes` type [1][2]. [1] https://github.com/koxudaxi/datamodel-code-generator/blob/fcab9a4d555d4b96d64bb277f974bb7507982fb2/datamodel_code_generator/types.py#L536-L569 [2] https://github.com/koxudaxi/datamodel-code-generator/blob/fcab9a4d555d4b96d64bb277f974bb7507982fb2/datamodel_code_generator/types.py#L624-L640 --- mlserver/types/dataplane.py | 4 ++-- openapi/dataplane.yaml | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/mlserver/types/dataplane.py b/mlserver/types/dataplane.py index 35f7a9678..ea93e998d 100644 --- a/mlserver/types/dataplane.py +++ b/mlserver/types/dataplane.py @@ -33,8 +33,8 @@ class Parameters(BaseModel): headers: Optional[Dict[str, Any]] = None -class TensorData(RootModel[Union[List, str]]): - root: Union[List, str] = Field(..., title="TensorData") +class TensorData(RootModel[Union[List, Any]]): + root: Union[List, Any] = Field(..., title="TensorData") def __iter__(self): return iter(self.root) diff --git a/openapi/dataplane.yaml b/openapi/dataplane.yaml index 409c6b1a7..8ce22b597 100644 --- a/openapi/dataplane.yaml +++ b/openapi/dataplane.yaml @@ -431,7 +431,7 @@ components: title: TensorData oneOf: - type: array - - type: string + - type: bytes RequestOutput: title: RequestOutput type: object From 4a1030bd906b0cf2d2ea7b414235ed9bb79b4265 Mon Sep 17 00:00:00 2001 From: lhnwrk <168782188+lhnwrk@users.noreply.github.com> Date: Thu, 16 May 2024 06:48:12 -0400 Subject: [PATCH 065/171] fix(pandas): Decoding from numpy arrays (#1751) * Reshape numpy arrays * Explicitly specify batch dimension * Explicit reshape --- mlserver/codecs/pandas.py | 3 +-- runtimes/mlflow/mlserver_mlflow/metadata.py | 2 +- runtimes/mlflow/tests/test_metadata.py | 18 +++++++++--------- tests/codecs/test_pandas.py | 14 +++++++------- 4 files changed, 18 insertions(+), 19 deletions(-) diff --git a/mlserver/codecs/pandas.py b/mlserver/codecs/pandas.py index c74787acc..6af226504 100644 --- a/mlserver/codecs/pandas.py +++ b/mlserver/codecs/pandas.py @@ -26,8 +26,7 @@ def _to_series(input_or_output: InputOrOutput) -> pd.Series: return pd.Series(payload) if isinstance(payload, np.ndarray): - # Necessary so that it's compatible with pd.Series - payload = list(payload) + payload = payload.reshape(input_or_output.shape[0], 1).squeeze(axis=1) dtype = to_dtype(input_or_output) return pd.Series(payload, dtype=dtype) diff --git a/runtimes/mlflow/mlserver_mlflow/metadata.py b/runtimes/mlflow/mlserver_mlflow/metadata.py index 572290e84..e9818ab6b 100644 --- a/runtimes/mlflow/mlserver_mlflow/metadata.py +++ b/runtimes/mlflow/mlserver_mlflow/metadata.py @@ -46,7 +46,7 @@ def _get_shape(input_spec: InputSpec) -> List[int]: if isinstance(input_spec, TensorSpec): return list(input_spec.shape) - return [-1] + return [-1, 1] def to_metadata_tensors( diff --git a/runtimes/mlflow/tests/test_metadata.py b/runtimes/mlflow/tests/test_metadata.py index a1d2bf679..b49bded0d 100644 --- a/runtimes/mlflow/tests/test_metadata.py +++ b/runtimes/mlflow/tests/test_metadata.py @@ -62,7 +62,7 @@ def test_get_content_type(input_spec: InputSpec, expected: Tuple[MDatatype, str] ), ( ColSpec(name="foo", type=DataType.string), - [-1], + [-1, 1], ), ], ) @@ -131,13 +131,13 @@ def test_get_shape(input_spec: InputSpec, expected: List[int]): MetadataTensor( name="input-0", datatype="BYTES", - shape=[-1], + shape=[-1, 1], parameters=Parameters(content_type=StringCodec.ContentType), ), MetadataTensor( name="input-1", datatype="INT32", - shape=[-1], + shape=[-1, 1], parameters=Parameters(content_type=NumpyCodec.ContentType), ), ], @@ -169,8 +169,8 @@ def test_to_metadata_tensors(schema: Schema, expected: List[MetadataTensor]): name="foo", datatype="BYTES", parameters=Parameters(content_type=StringCodec.ContentType), - shape=[2, 11], - data=b"hello worldhello world", + shape=[2], + data=[b"hello", b"world"], ), ), ( @@ -179,8 +179,8 @@ def test_to_metadata_tensors(schema: Schema, expected: List[MetadataTensor]): name="foo", datatype="BYTES", parameters=Parameters(content_type=Base64Codec.ContentType), - shape=[1, 20], - data=b"UHl0aG9uIGlzIGZ1bg==", + shape=[1], + data=[b"UHl0aG9uIGlzIGZ1bg=="], ), ), ( @@ -189,8 +189,8 @@ def test_to_metadata_tensors(schema: Schema, expected: List[MetadataTensor]): name="foo", datatype="BYTES", parameters=Parameters(content_type=DatetimeCodec.ContentType), - shape=[1, 19], - data=b"2021-08-24T15:01:19", + shape=[1], + data=[b"2021-08-24T15:01:19"], ), ), ], diff --git a/tests/codecs/test_pandas.py b/tests/codecs/test_pandas.py index 7df5ab533..3b6c19d2f 100644 --- a/tests/codecs/test_pandas.py +++ b/tests/codecs/test_pandas.py @@ -321,10 +321,10 @@ def test_encode_request( inputs=[ RequestInput( name="a", - data=[1, 2, 3], - datatype="FP32", - shape=[1, 3], - parameters=Parameters(_decoded_payload=np.array([[1, 2, 3]])), + data=[[1, 2, 3]], + datatype="BYTES", + shape=[1, 1], + parameters=Parameters(_decoded_payload=[[1, 2, 3]]), ), RequestInput( name="b", @@ -335,7 +335,7 @@ def test_encode_request( ), ] ), - pd.DataFrame({"a": [np.array([1, 2, 3])], "b": ["hello world"]}), + pd.DataFrame({"a": [[1, 2, 3]], "b": ["hello world"]}), ), ( InferenceRequest( @@ -343,7 +343,7 @@ def test_encode_request( RequestInput( name="a", data=[1, 2, 3], - datatype="FP32", + datatype="INT64", shape=[3, 1], parameters=Parameters( _decoded_payload=np.array([[1], [2], [3]]) @@ -359,7 +359,7 @@ def test_encode_request( ), pd.DataFrame( { - "a": [[1], [2], [3]], + "a": [1, 2, 3], "b": [a for a in b"ABC"], } ), From 1aab0841b24ba5ccf709bb4519928d7145be7435 Mon Sep 17 00:00:00 2001 From: Jesse Claven Date: Thu, 16 May 2024 11:57:28 +0100 Subject: [PATCH 066/171] build: Bump versions for Read the Docs (#1761) * build: Bump versions for Read the Docs We don't support Python `3.8` anymore. Poetry `1.8.1` matches what's currently in our Poetry lockfile. Building the docs is currently failing [1], and this ideally will fix that. [1] From readthedocs.org: ``` poetry install -vvv --without dev --with docs --with all-runtimes --with all-runtimes-dev Loading configuration file /home/docs/.config/pypoetry/config.toml The currently activated Python version 3.8.18 is not supported by the project (>=3.9,<3.12). Trying to find and use a compatible version. Trying python3 Trying python3.9 ``` * docs: Bump copyright year * build: Use Python env for server * build: Use recommended Read the Docs setup There's still been some failures [2], so I've updated it to follow their recommendation [1]. [1] https://docs.readthedocs.io/en/stable/build-customization.html#install-dependencies-with-poetry [2] ``` Traceback (most recent call last): File "/home/docs/checkouts/readthedocs.org/user_builds/mlserver/envs/1761/lib/python3.10/site-packages/sphinx/config.py", line 509, in eval_config_file exec(code, namespace) # NoQA: S102 File "/home/docs/checkouts/readthedocs.org/user_builds/mlserver/checkouts/1761/docs/conf.py", line 19, in import sphinx_material ModuleNotFoundError: No module named 'sphinx_material' ``` --- .readthedocs.yaml | 11 ++++++----- docs/Makefile | 2 +- docs/conf.py | 2 +- 3 files changed, 8 insertions(+), 7 deletions(-) diff --git a/.readthedocs.yaml b/.readthedocs.yaml index 20ca0133f..2c97bb931 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -16,16 +16,17 @@ formats: build: os: ubuntu-22.04 tools: - python: "3.8" + python: "3.10" jobs: # Set up Poetry # From https://docs.readthedocs.io/en/stable/build-customization.html#install-dependencies-with-poetry post_create_environment: # Install poetry # https://python-poetry.org/docs/#installing-manually - - pip install poetry==1.4.2 - # Tell poetry to not use a virtual environment - - poetry config virtualenvs.create false + - pip install poetry==1.8.1 + post_install: # Install dependencies with 'docs' dependency group # https://python-poetry.org/docs/managing-dependencies/#dependency-groups - - poetry install -vvv --without dev --with docs --with all-runtimes --with all-runtimes-dev + # VIRTUAL_ENV needs to be set manually for now. + # See https://github.com/readthedocs/readthedocs.org/pull/11152/ + - VIRTUAL_ENV=$READTHEDOCS_VIRTUALENV_PATH poetry install -vvv --without dev --with docs --with all-runtimes --with all-runtimes-dev diff --git a/docs/Makefile b/docs/Makefile index b0ced4504..8ea687fb8 100755 --- a/docs/Makefile +++ b/docs/Makefile @@ -20,7 +20,7 @@ help: @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) start: - sphinx-autobuild . ./_build/html + poetry run sphinx-autobuild . ./_build/html install-dev: poetry install -C .. --with docs --with all-runtimes --with all-runtimes-dev diff --git a/docs/conf.py b/docs/conf.py index 8d6b2c072..29e04b310 100755 --- a/docs/conf.py +++ b/docs/conf.py @@ -19,7 +19,7 @@ import sphinx_material project = "MLServer" -copyright = "2023, Seldon Technologies" +copyright = "2024, Seldon Technologies" html_title = "MLServer Documentation" author = "Seldon Technologies" From 51ebbed2725fb5d3e1384bb971718a7f2ba6b9c0 Mon Sep 17 00:00:00 2001 From: Jesse Claven Date: Thu, 16 May 2024 16:32:22 +0100 Subject: [PATCH 067/171] docs: Remove quotes around local TOC (#1764) For some reason, without this it's rendered as `"Contents"`. Doing this removes the quotes. --- docs/conf.py | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/conf.py b/docs/conf.py index 29e04b310..2c595fe30 100755 --- a/docs/conf.py +++ b/docs/conf.py @@ -83,6 +83,7 @@ "globaltoc_depth": 4, "globaltoc_collapse": True, "globaltoc_includehidden": True, + "localtoc_label_text": "Contents", "repo_type": "github", "nav_links": [ { From b848836872a215cc781075afdbcac345bea49ab6 Mon Sep 17 00:00:00 2001 From: lhnwrk <168782188+lhnwrk@users.noreply.github.com> Date: Fri, 17 May 2024 04:23:08 -0400 Subject: [PATCH 068/171] Spawn worker in custom environment (#1739) * Spawn worker in custom environment * Linting * Update tests * Pass exit_code to inference pool * Add python version tests * Update docs * Revert registry test * Install mlserver from github in environment.yml * Test all python versions * Save yml to tarball path * Formatting * Add compatibility table to docs * Render environment.yml for docker builds * Add type hint * Use github ref --------- Co-authored-by: Long Nguyen --- docs/user-guide/custom.md | 22 +++++++++++++---- mlserver/env.py | 10 ++++++++ mlserver/parallel/pool.py | 21 +++++++++++++---- mlserver/parallel/registry.py | 2 +- tests/cli/test_build_cases.py | 7 +++++- tests/conftest.py | 26 ++++++++++++++++---- tests/parallel/conftest.py | 6 ++--- tests/test_env.py | 15 +++++++++--- tests/testdata/environment.yml | 4 ++-- tests/utils.py | 43 ++++++++++++++++++++-------------- tox.ini | 4 ++++ 11 files changed, 118 insertions(+), 42 deletions(-) diff --git a/docs/user-guide/custom.md b/docs/user-guide/custom.md index c54646d03..3d394029c 100644 --- a/docs/user-guide/custom.md +++ b/docs/user-guide/custom.md @@ -224,12 +224,26 @@ To load a custom environment, [parallel inference](./parallel-inference) ``` ```{warning} -When loading custom environments, MLServer will always use the same Python -interpreter that is used to run the main process. -In other words, all custom environments will use the same version of Python -than the main MLServer process. +The main MLServer process communicates with workers in custom environments via +[`multiprocessing.Queue`](https://docs.python.org/3/library/multiprocessing.html#multiprocessing.Queue) +using pickled objects. Custom environments therefore **must** use the same +version of MLServer and a compatible version of Python with the same [default +pickle protocol](https://docs.python.org/3/library/pickle.html#pickle.DEFAULT_PROTOCOL) +as the main process. Consult the tables below for environment compatibility. ``` +| Status | Description | +| ------ | ------------ | +| 🔴 | Unsupported | +| 🟢 | Supported | +| 🔵 | Untested | + +| Worker Python \ Server Python | 3.9 | 3.10 | 3.11 | +| ----------------------------- | --- | ---- | ---- | +| 3.9 | 🟢 | 🟢 | 🔵 | +| 3.10 | 🟢 | 🟢 | 🔵 | +| 3.11 | 🔵 | 🔵 | 🔵 | + If we take the [previous example](#loading-a-custom-mlserver-runtime) above as a reference, we could extend it to include our custom environment as: diff --git a/mlserver/env.py b/mlserver/env.py index 3ddf91537..830bd7146 100644 --- a/mlserver/env.py +++ b/mlserver/env.py @@ -1,4 +1,5 @@ import asyncio +import multiprocessing import os import sys import tarfile @@ -99,6 +100,13 @@ def _bin_path(self) -> str: """ return os.path.join(self._env_path, "bin") + @cached_property + def _exec_path(self) -> str: + """ + Path to python executable in our custom environment. + """ + return os.path.join(self._bin_path, "python") + @cached_property def _lib_path(self) -> str: """ @@ -118,11 +126,13 @@ def __enter__(self) -> "Environment": self._prev_sys_path = sys.path self._prev_bin_path = os.environ["PATH"] + multiprocessing.set_executable(self._exec_path) sys.path = [*self._sys_path, *self._prev_sys_path] os.environ["PATH"] = os.pathsep.join([self._bin_path, self._prev_bin_path]) return self def __exit__(self, *exc_details) -> None: + multiprocessing.set_executable(sys.executable) sys.path = self._prev_sys_path os.environ["PATH"] = self._prev_bin_path diff --git a/mlserver/parallel/pool.py b/mlserver/parallel/pool.py index b2491ae96..745389413 100644 --- a/mlserver/parallel/pool.py +++ b/mlserver/parallel/pool.py @@ -1,5 +1,6 @@ import asyncio +from contextlib import nullcontext from multiprocessing import Queue from typing import Awaitable, Callable, Dict, Optional, List, Iterable @@ -24,6 +25,18 @@ InferencePoolHook = Callable[[Worker], Awaitable[None]] +def _spawn_worker( + settings: Settings, + responses: Queue, + env: Optional[Environment], +) -> Worker: + with env or nullcontext(): + worker = Worker(settings, responses, env) + worker.start() + + return worker + + class WorkerRegistry: """ Simple registry to keep track of which models have been loaded. @@ -78,9 +91,8 @@ def __init__( self._worker_registry = WorkerRegistry() self._settings = settings self._responses: Queue[ModelResponseMessage] = Queue() - for idx in range(self._settings.parallel_workers): - worker = Worker(self._settings, self._responses, self._env) - worker.start() + for _ in range(self._settings.parallel_workers): + worker = _spawn_worker(self._settings, self._responses, self._env) self._workers[worker.pid] = worker # type: ignore self._dispatcher = Dispatcher(self._workers, self._responses) @@ -123,8 +135,7 @@ async def on_worker_stop(self, pid: int, exit_code: int): await self._start_worker() async def _start_worker(self) -> Worker: - worker = Worker(self._settings, self._responses, self._env) - worker.start() + worker = _spawn_worker(self._settings, self._responses, self._env) logger.info(f"Starting new worker with PID {worker.pid} on {self.name}...") # Add to dispatcher so that it can receive load requests and reload all diff --git a/mlserver/parallel/registry.py b/mlserver/parallel/registry.py index b0094e2a6..f1478ba5a 100644 --- a/mlserver/parallel/registry.py +++ b/mlserver/parallel/registry.py @@ -72,7 +72,7 @@ async def _handle_worker_stop(self, signum, frame): await self._default_pool.on_worker_stop(pid, exit_code) await asyncio.gather( - *[pool.on_worker_stop(pid) for pool in self._pools.values()] + *[pool.on_worker_stop(pid, exit_code) for pool in self._pools.values()] ) async def _get_or_create(self, model: MLModel) -> InferencePool: diff --git a/tests/cli/test_build_cases.py b/tests/cli/test_build_cases.py index f8bccd303..e1bdab2e5 100644 --- a/tests/cli/test_build_cases.py +++ b/tests/cli/test_build_cases.py @@ -5,6 +5,7 @@ from typing import List from ..conftest import TESTS_PATH, TESTDATA_PATH +from ..utils import _render_env_yml def _copy_test_files( @@ -38,7 +39,11 @@ def case_environment_yml(tmp_path: str) -> str: """ Custom model with environment provided through an environment.yml file. """ - to_copy = ["env_models.py", "environment.yml"] + to_copy = ["env_models.py"] + _render_env_yml( + os.path.join(TESTDATA_PATH, "environment.yml"), + os.path.join(tmp_path, "environment.yml"), + ) model_settings = { "name": "environment-yml", "implementation": "env_models.DummySKLearnModel", diff --git a/tests/conftest.py b/tests/conftest.py index dfae2c2f8..2bacfad5f 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -6,7 +6,7 @@ import json from filelock import FileLock -from typing import Dict, Any +from typing import Dict, Any, Tuple from starlette_exporter import PrometheusMiddleware from prometheus_client.registry import REGISTRY, CollectorRegistry from unittest.mock import Mock @@ -29,6 +29,13 @@ from .fixtures import SumModel, ErrorModel, SimpleModel from .utils import RESTClient, get_available_ports, _pack, _get_tarball_name +MIN_PYTHON_VERSION = (3, 9) +MAX_PYTHON_VERSION = (3, 10) +PYTHON_VERSIONS = [ + (major, minor) + for major in range(MIN_PYTHON_VERSION[0], MAX_PYTHON_VERSION[0] + 1) + for minor in range(MIN_PYTHON_VERSION[1], MAX_PYTHON_VERSION[1] + 1) +] TESTS_PATH = os.path.dirname(__file__) TESTDATA_PATH = os.path.join(TESTS_PATH, "testdata") TESTDATA_CACHE_PATH = os.path.join(TESTDATA_PATH, ".cache") @@ -59,9 +66,20 @@ def testdata_cache_path() -> str: return TESTDATA_CACHE_PATH +@pytest.fixture( + params=PYTHON_VERSIONS, + ids=[f"py{major}{minor}" for (major, minor) in PYTHON_VERSIONS], +) +def env_python_version(request: pytest.FixtureRequest) -> Tuple[int, int]: + return request.param + + @pytest.fixture -async def env_tarball(testdata_cache_path: str) -> str: - tarball_name = _get_tarball_name() +async def env_tarball( + env_python_version: Tuple[int, int], + testdata_cache_path: str, +) -> str: + tarball_name = _get_tarball_name(env_python_version) tarball_path = os.path.join(testdata_cache_path, tarball_name) with FileLock(f"{tarball_path}.lock"): @@ -69,7 +87,7 @@ async def env_tarball(testdata_cache_path: str) -> str: return tarball_path env_yml = os.path.join(TESTDATA_PATH, "environment.yml") - await _pack(env_yml, tarball_path) + await _pack(env_python_version, env_yml, tarball_path) return tarball_path diff --git a/tests/parallel/conftest.py b/tests/parallel/conftest.py index 09843d2c9..5c6dd6c6b 100644 --- a/tests/parallel/conftest.py +++ b/tests/parallel/conftest.py @@ -10,7 +10,7 @@ from mlserver.env import Environment from mlserver.parallel.dispatcher import Dispatcher from mlserver.parallel.model import ModelMethods -from mlserver.parallel.pool import InferencePool +from mlserver.parallel.pool import InferencePool, _spawn_worker from mlserver.parallel.worker import Worker from mlserver.parallel.utils import configure_inference_pool, cancel_task from mlserver.parallel.messages import ( @@ -170,9 +170,7 @@ async def worker_with_env( ): # NOTE: This fixture will start an actual worker running on a separate # process. - worker = Worker(settings, responses, env) - - worker.start() + worker = _spawn_worker(settings, responses, env) load_message = ModelUpdateMessage( update_type=ModelUpdateType.Load, model_settings=env_model_settings diff --git a/tests/test_env.py b/tests/test_env.py index c357f01d2..d6a28caeb 100644 --- a/tests/test_env.py +++ b/tests/test_env.py @@ -3,13 +3,15 @@ import os import shutil +from typing import Tuple + from mlserver.env import Environment, compute_hash @pytest.fixture -def expected_python_folder() -> str: - v = sys.version_info - return f"python{v.major}.{v.minor}" +def expected_python_folder(env_python_version: Tuple[int, int]) -> str: + major, minor = env_python_version + return f"python{major}.{minor}" async def test_compute_hash(env_tarball: str): @@ -68,6 +70,10 @@ def test_bin_path(env: Environment): assert env._bin_path == f"{env._env_path}/bin" +def test_exec_path(env: Environment): + assert env._exec_path == f"{env._env_path}/bin/python" + + def test_activate_env(env: Environment): assert env._env_path not in ",".join(sys.path) assert env._env_path not in os.environ["PATH"] @@ -82,5 +88,8 @@ def test_activate_env(env: Environment): bin_paths = os.environ["PATH"].split(os.pathsep) assert bin_paths[0] == env._bin_path + exec_path = os.path.join(bin_paths[0], "python") + assert exec_path == env._exec_path + assert env._env_path not in ",".join(sys.path) assert env._env_path not in os.environ["PATH"] diff --git a/tests/testdata/environment.yml b/tests/testdata/environment.yml index 78a8ca7a2..50d096eb0 100644 --- a/tests/testdata/environment.yml +++ b/tests/testdata/environment.yml @@ -2,7 +2,7 @@ name: custom-runtime-environment channels: - conda-forge dependencies: - - python == 3.8 + - python == 3.9 - scikit-learn == 1.0.2 - pip: - - mlserver == 1.3.0.dev2 + - mlserver @ git+${GITHUB_SERVER_URL}/${GITHUB_REPOSITORY}.git@${GITHUB_REF} diff --git a/tests/utils.py b/tests/utils.py index 65eb8af24..9a270ad64 100644 --- a/tests/utils.py +++ b/tests/utils.py @@ -3,13 +3,12 @@ import socket import yaml -import sys import os from itertools import filterfalse - +from string import Template from asyncio import subprocess -from typing import List +from typing import List, Tuple from aiohttp.client_exceptions import ( ClientConnectorError, @@ -51,7 +50,14 @@ async def _run(cmd): raise Exception(f"Command '{cmd}' failed with code '{return_code}'") -def _read_env(env_yml) -> dict: +def _render_env_yml(src_env_yml: str, dst_env_yml: str): + with open(src_env_yml, "r") as src_env_file: + env = Template(src_env_file.read()).substitute(os.environ) + with open(dst_env_yml, "w") as dst_env_file: + dst_env_file.write(env) + + +def _read_env(env_yml: str) -> dict: with open(env_yml, "r") as env_file: return yaml.safe_load(env_file.read()) @@ -65,29 +71,30 @@ def _is_python(dep: str) -> bool: return "python" in dep -def _inject_python_version(env_yml: str, tarball_path: str) -> str: +def _inject_python_version( + version: Tuple[int, int], + env_yml: str, + tarball_path: str, +) -> str: """ - To ensure the same environment.yml fixture we've got works across - environments, we inject dynamically the current Python version. - That way, we ensure tests using the tarball to load a dynamic custom - environment are using the same Python version used to run the tests. + To test the same environment.yml fixture we've got with different Python + versions across environments, we inject dynamically the requested version. """ env = _read_env(env_yml) - - v = sys.version_info + major, minor = version without_python = list(filterfalse(_is_python, env["dependencies"])) - with_env_python = [f"python == {v.major}.{v.minor}", *without_python] + with_env_python = [f"python == {major}.{minor}", *without_python] env["dependencies"] = with_env_python dst_folder = os.path.dirname(tarball_path) - new_env_yml = os.path.join(dst_folder, f"environment-py{v.major}{v.minor}.yml") + new_env_yml = os.path.join(dst_folder, f"environment-py{major}{minor}.yml") _write_env(env, new_env_yml) return new_env_yml -async def _pack(env_yml: str, tarball_path: str): +async def _pack(version: Tuple[int, int], env_yml: str, tarball_path: str): uuid = generate_uuid() - fixed_env_yml = _inject_python_version(env_yml, tarball_path) + fixed_env_yml = _inject_python_version(version, env_yml, tarball_path) env_name = f"mlserver-{uuid}" try: await _run(f"conda env create -n {env_name} -f {fixed_env_yml}") @@ -104,9 +111,9 @@ async def _pack(env_yml: str, tarball_path: str): await _run(f"conda env remove -n {env_name}") -def _get_tarball_name() -> str: - v = sys.version_info - return f"environment-py{v.major}{v.minor}.tar.gz" +def _get_tarball_name(version: Tuple[int, int]) -> str: + major, minor = version + return f"environment-py{major}{minor}.tar.gz" class RESTClient: diff --git a/tox.ini b/tox.ini index 1b96891ab..82ff340ef 100644 --- a/tox.ini +++ b/tox.ini @@ -21,6 +21,10 @@ commands_pre = commands = python -m pytest {posargs} -n auto \ {toxinidir}/tests +set_env = + GITHUB_SERVER_URL = {env:GITHUB_SERVER_URL:https\://github.com} + GITHUB_REPOSITORY = {env:GITHUB_REPOSITORY:SeldonIO/MLServer} + GITHUB_REF = {env:GITHUB_REF:refs/heads/master} [testenv:all-runtimes] commands_pre = From 31780f34973da8f6d81a32a997807150d094437f Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 17 May 2024 09:34:56 +0100 Subject: [PATCH 069/171] build(deps-dev): bump mlflow from 2.11.1 to 2.12.1 (#1766) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.11.1 to 2.12.1. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](https://github.com/mlflow/mlflow/compare/v2.11.1...v2.12.1) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:development ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 35 +++++++++++++++++++++++++++-------- pyproject.toml | 2 +- 2 files changed, 28 insertions(+), 9 deletions(-) diff --git a/poetry.lock b/poetry.lock index f33a5a43d..6c220c42f 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 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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## Dev dependencies from HuggingFace transformers = ">=4.30,<5.0" From 1f3601394e5bf2d2497e58aa0230d5cd1416c65b Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Fri, 17 May 2024 20:55:45 +0100 Subject: [PATCH 070/171] Re-generate license info (#1767) --- licenses/license.txt | 12 ++++++------ licenses/license_info.csv | 10 +++++----- licenses/license_info.no_versions.csv | 2 +- 3 files changed, 12 insertions(+), 12 deletions(-) diff --git a/licenses/license.txt b/licenses/license.txt index 475643749..7a815afd3 100644 --- a/licenses/license.txt +++ b/licenses/license.txt @@ -115,7 +115,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. Jinja2 -3.1.3 +3.1.4 BSD License Copyright 2007 Pallets @@ -288,7 +288,7 @@ SOFTWARE. Werkzeug -3.0.1 +3.0.3 BSD License Copyright 2007 Pallets @@ -8937,8 +8937,8 @@ Exhibit B - "Incompatible With Secondary Licenses" Notice mlflow -2.11.1 -Apache License 2.0 +2.12.1 +Apache Software License Copyright 2018 Databricks, Inc. All rights reserved. Apache License @@ -33812,7 +33812,7 @@ SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. tqdm -4.66.2 +4.66.3 MIT License; Mozilla Public License 2.0 (MPL 2.0) `tqdm` is a product of collaborative work. Unless otherwise stated, all authors (see commit logs) retain copyright @@ -34145,7 +34145,7 @@ Apache Software License UNKNOWN types-protobuf -4.24.0.20240129 +5.26.0.20240422 Apache Software License UNKNOWN diff --git a/licenses/license_info.csv b/licenses/license_info.csv index fd35e4b59..c6a8df019 100644 --- a/licenses/license_info.csv +++ b/licenses/license_info.csv @@ -3,13 +3,13 @@ "Deprecated","1.2.14","MIT License" "Flask","3.0.2","BSD License" "GitPython","3.1.42","BSD License" -"Jinja2","3.1.3","BSD License" +"Jinja2","3.1.4","BSD License" "Mako","1.3.2","MIT License" "Markdown","3.5.2","BSD License" "MarkupSafe","2.1.5","BSD License" "PyYAML","6.0.1","MIT License" "SQLAlchemy","2.0.27","MIT License" -"Werkzeug","3.0.1","BSD License" +"Werkzeug","3.0.3","BSD License" "absl-py","2.1.0","Apache Software License" "aiofiles","23.2.1","Apache Software License" "aiohttp","3.9.4","Apache Software License" @@ -113,7 +113,7 @@ "matplotlib","3.8.3","Python Software Foundation License" "mccabe","0.7.0","MIT License" "ml-dtypes","0.2.0","Apache Software License" -"mlflow","2.11.1","Apache License 2.0" +"mlflow","2.12.1","Apache Software License" "mlserver","1.5.0.dev1","Apache Software License" "mlserver-alibi-detect","1.5.0.dev1","Apache Software License" "mlserver-alibi-explain","1.5.0.dev1","Apache Software License" @@ -240,14 +240,14 @@ "torchmetrics","1.3.1","Apache Software License" "torchvision","0.17.1","BSD" "tox","4.14.2","MIT License" -"tqdm","4.66.2","MIT License; Mozilla Public License 2.0 (MPL 2.0)" +"tqdm","4.66.3","MIT License; Mozilla Public License 2.0 (MPL 2.0)" "transformers","4.40.1","Apache Software License" "triton","2.2.0","MIT License" "tritonclient","2.42.0","BSD License" "typer","0.9.0","MIT License" "types-aiofiles","23.2.0.20240106","Apache Software License" "types-orjson","3.6.2","Apache Software License" -"types-protobuf","4.24.0.20240129","Apache Software License" +"types-protobuf","5.26.0.20240422","Apache Software License" "types-requests","2.31.0.20240311","Apache Software License" "typing_extensions","4.10.0","Python Software Foundation License" "tzdata","2024.1","Apache Software License" diff --git a/licenses/license_info.no_versions.csv b/licenses/license_info.no_versions.csv index f8aadd923..04afafa50 100644 --- a/licenses/license_info.no_versions.csv +++ b/licenses/license_info.no_versions.csv @@ -113,7 +113,7 @@ "matplotlib","Python Software Foundation License" "mccabe","MIT License" "ml-dtypes","Apache Software License" -"mlflow","Apache License 2.0" +"mlflow","Apache Software License" "mlserver","Apache Software License" "mlserver-alibi-detect","Apache Software License" "mlserver-alibi-explain","Apache Software License" From 1d2b51f92814ac0e9e29d096667b0b24040ec9e1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 20 May 2024 09:31:06 +0000 Subject: [PATCH 071/171] build(deps-dev): bump sphinx-click from 5.1.0 to 6.0.0 (#1768) Bumps [sphinx-click](https://github.com/click-contrib/sphinx-click) from 5.1.0 to 6.0.0. - [Release notes](https://github.com/click-contrib/sphinx-click/releases) - [Commits](https://github.com/click-contrib/sphinx-click/compare/5.1.0...6.0.0) --- updated-dependencies: - dependency-name: sphinx-click dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 12 ++++++------ pyproject.toml | 2 +- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/poetry.lock b/poetry.lock index 6c220c42f..49c0378b3 100644 --- a/poetry.lock +++ b/poetry.lock @@ -6396,19 +6396,19 @@ test = ["pytest (>=6)"] [[package]] name = "sphinx-click" -version = "5.1.0" +version = "6.0.0" description = "Sphinx extension that automatically documents click applications" optional = false python-versions = ">=3.8" files = [ - {file = "sphinx-click-5.1.0.tar.gz", hash = "sha256:6812c2db62d3fae71a4addbe5a8a0a16c97eb491f3cd63fe34b4ed7e07236f33"}, - {file = "sphinx_click-5.1.0-py3-none-any.whl", hash = "sha256:ae97557a4e9ec646045089326c3b90e026c58a45e083b8f35f17d5d6558d08a0"}, + {file = "sphinx_click-6.0.0-py3-none-any.whl", hash = "sha256:1e0a3c83bcb7c55497751b19d07ebe56b5d7b85eb76dd399cf9061b497adc317"}, + {file = "sphinx_click-6.0.0.tar.gz", hash = "sha256:f5d664321dc0c6622ff019f1e1c84e58ce0cecfddeb510e004cf60c2a3ab465b"}, ] [package.dependencies] -click = ">=7.0" +click = ">=8.0" docutils = "*" -sphinx = ">=2.0" +sphinx = ">=4.0" [[package]] name = "sphinx-copybutton" @@ -8391,4 +8391,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "36c4e58c7f3ade92bffa6f9acf6493ee35db9b562fd2c85e0cf29b5fd3067d98" +content-hash = "5c14b46a83aef0fcb3a25e33f973d49e2feb77b3b0fc73a549ba131eabb1b2a1" diff --git a/pyproject.toml b/pyproject.toml index 967dc07bd..e36ac2348 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -150,7 +150,7 @@ readthedocs-sphinx-search = "0.3.2" myst-parser = "2.0.0" sphinxcontrib-bibtex = "2.5.0" autodoc_pydantic = "2.2.0" -sphinx-click = "5.1.0" +sphinx-click = "6.0.0" sphinx_design = "0.4.1" sphinx-autobuild = "2024.4.16" sphinx-copybutton = "^0.5.2" From 7f650a5350447a88d8f32cf63e3d167b88ac51b1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 20 May 2024 09:31:50 +0000 Subject: [PATCH 072/171] build(deps-dev): bump torchmetrics in /runtimes/mlflow (#1770) Bumps [torchmetrics](https://github.com/Lightning-AI/torchmetrics) from 1.3.2 to 1.4.0.post0. - [Release notes](https://github.com/Lightning-AI/torchmetrics/releases) - [Changelog](https://github.com/Lightning-AI/torchmetrics/blob/master/CHANGELOG.md) - [Commits](https://github.com/Lightning-AI/torchmetrics/compare/v1.3.2...v1.4.0.post0) --- updated-dependencies: - dependency-name: torchmetrics dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 17 +++++++++-------- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 10 insertions(+), 9 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index b171a90a5..4ed0530ca 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -3486,13 +3486,13 @@ optree = ["optree (>=0.9.1)"] [[package]] name = "torchmetrics" -version = "1.3.2" +version = "1.4.0.post0" description = "PyTorch native Metrics" optional = false python-versions = ">=3.8" files = [ - {file = "torchmetrics-1.3.2-py3-none-any.whl", hash = "sha256:44ca3a9f86dc050cb3f554836ef291698ea797778457195b4f685fce8e2e64a3"}, - {file = "torchmetrics-1.3.2.tar.gz", hash = "sha256:0a67694a4c4265eeb54cda741eaf5cb1f3a71da74b7e7e6215ad156c9f2379f6"}, + {file = "torchmetrics-1.4.0.post0-py3-none-any.whl", hash = "sha256:ab234216598e3fbd8d62ee4541a0e74e7e8fc935d099683af5b8da50f745b3c8"}, + {file = "torchmetrics-1.4.0.post0.tar.gz", hash = "sha256:ab9bcfe80e65dbabbddb6cecd9be21f1f1d5207bb74051ef95260740f2762358"}, ] [package.dependencies] @@ -3502,14 +3502,15 @@ packaging = ">17.1" torch = ">=1.10.0" [package.extras] -all = ["SciencePlots (>=2.0.0)", "ipadic (>=1.0.0)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mypy (==1.8.0)", "nltk (>=3.6)", "piq (<=0.8.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "regex (>=2021.9.24)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "torch (==2.2.1)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] +all = ["SciencePlots (>=2.0.0)", "ipadic (>=1.0.0)", "matplotlib (>=3.3.0)", "mecab-python3 (>=1.0.6)", "mypy (==1.9.0)", "nltk (>=3.6)", "piq (<=0.8.0)", "pretty-errors (>=1.2.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "regex (>=2021.9.24)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "torch (==2.3.0)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] audio = ["pystoi (>=0.3.0)", "torchaudio (>=0.10.0)"] +debug = ["pretty-errors (>=1.2.0)"] detection = ["pycocotools (>2.0.0)", "torchvision (>=0.8)"] -dev = ["SciencePlots (>=2.0.0)", "bert-score (==0.3.13)", "dython (<=0.7.5)", "fairlearn", "fast-bss-eval (>=0.1.0)", "faster-coco-eval (>=1.3.3)", "huggingface-hub (<0.22)", "ipadic (>=1.0.0)", "jiwer (>=2.3.0)", "kornia (>=0.6.7)", "lpips (<=0.1.4)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mir-eval (>=0.6)", "monai (==1.3.0)", "mypy (==1.8.0)", "netcal (>1.0.0)", "nltk (>=3.6)", "numpy (<1.25.0)", "pandas (>1.0.0)", "pandas (>=1.4.0)", "piq (<=0.8.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "pytorch-msssim (==1.0.0)", "regex (>=2021.9.24)", "rouge-score (>0.1.0)", "sacrebleu (>=2.3.0)", "scikit-image (>=0.19.0)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "sewar (>=0.4.4)", "statsmodels (>0.13.5)", "torch (==2.2.1)", "torch-complex (<=0.4.3)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] +dev = ["SciencePlots (>=2.0.0)", "bert-score (==0.3.13)", "dython (<=0.7.5)", "fairlearn", "fast-bss-eval (>=0.1.0)", "faster-coco-eval (>=1.3.3)", "huggingface-hub (<0.23)", "ipadic (>=1.0.0)", "jiwer (>=2.3.0)", "kornia (>=0.6.7)", "lpips (<=0.1.4)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mir-eval (>=0.6)", "monai (==1.3.0)", "mypy (==1.9.0)", "netcal (>1.0.0)", "nltk (>=3.6)", "numpy (<1.27.0)", "pandas (>1.0.0)", "pandas (>=1.4.0)", "piq (<=0.8.0)", "pretty-errors (>=1.2.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "pytorch-msssim (==1.0.0)", "regex (>=2021.9.24)", "rouge-score (>0.1.0)", "sacrebleu (>=2.3.0)", "scikit-image (>=0.19.0)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "sewar (>=0.4.4)", "statsmodels (>0.13.5)", "torch (==2.3.0)", "torch-complex (<=0.4.3)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] image = ["scipy (>1.0.0)", "torch-fidelity (<=0.4.0)", "torchvision (>=0.8)"] multimodal = ["piq (<=0.8.0)", "transformers (>=4.10.0)"] -text = ["ipadic (>=1.0.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "nltk (>=3.6)", "regex (>=2021.9.24)", "sentencepiece (>=0.2.0)", "tqdm (>=4.41.0)", "transformers (>4.4.0)"] -typing = ["mypy (==1.8.0)", "torch (==2.2.1)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] +text = ["ipadic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "nltk (>=3.6)", "regex (>=2021.9.24)", "sentencepiece (>=0.2.0)", "tqdm (>=4.41.0)", "transformers (>4.4.0)"] +typing = ["mypy (==1.9.0)", "torch (==2.3.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] visual = ["SciencePlots (>=2.0.0)", "matplotlib (>=3.3.0)"] [[package]] @@ -4027,4 +4028,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "105d0580abd6feb7651ff8f5cee4fe3e708347a14291363c832ec6f3e8e8022f" +content-hash = "46cde12235564c39a9740a1a3c8003b6b3e14eb09b7cb8b832381fde9da81ac2" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index 3a0cf7cfc..3c74a0d53 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -16,7 +16,7 @@ mlflow = "*" mlserver = {path = "../..", develop = true} torch = "2.2.1" pytorch-lightning = "2.2.4" -torchmetrics = "1.3.2" +torchmetrics = "1.4.0.post0" torchvision = "0.17.1" mlflow = "2.12.1" From c57a6ce5352625d4ff67569053b43c1a9c360100 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 20 May 2024 09:52:15 +0000 Subject: [PATCH 073/171] build(deps): bump mlflow from 2.12.1 to 2.13.0 in /runtimes/mlflow (#1769) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.12.1 to 2.13.0. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](https://github.com/mlflow/mlflow/compare/v2.12.1...v2.13.0) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 27 +++++++++++++++++++++------ runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 22 insertions(+), 7 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 4ed0530ca..300d7069f 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -388,6 +388,17 @@ files = [ {file = "Brotli-1.1.0.tar.gz", hash = "sha256:81de08ac11bcb85841e440c13611c00b67d3bf82698314928d0b676362546724"}, ] +[[package]] +name = "cachetools" +version = "5.3.3" +description = "Extensible memoizing collections and decorators" +optional = false +python-versions = ">=3.7" +files = [ + {file = "cachetools-5.3.3-py3-none-any.whl", hash = "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945"}, + {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"}, +] + [[package]] name = "certifi" version = "2024.2.2" @@ -1784,17 +1795,18 @@ python-dateutil = ">=2.7" [[package]] name = "mlflow" -version = "2.12.1" +version = "2.13.0" description = "MLflow is an open source platform for the complete machine learning lifecycle" optional = false python-versions = ">=3.8" files = [ - {file = "mlflow-2.12.1-py3-none-any.whl", hash = "sha256:4c8f631df7ceea75c53464c976f3fef5bd0f80fc4ba5e871f3416d8c139a0312"}, - {file = "mlflow-2.12.1.tar.gz", hash = "sha256:aa92aebb2379a9c5484cbe901cdf779d5408ac96a641e4b1f8a2d1ff974db7c9"}, + {file = "mlflow-2.13.0-py3-none-any.whl", hash = "sha256:0e568a353e57e4bd44b79ea646e46882431804862ab8040469376a0ff29737e3"}, + {file = "mlflow-2.13.0.tar.gz", hash = "sha256:5ac62430d4dc863b3bafdf7b59cfc9a31ab18878c1c0ff687d8783fdc08a0659"}, ] [package.dependencies] alembic = "<1.10.0 || >1.10.0,<2" +cachetools = ">=5.0.0,<6" click = ">=7.0,<9" cloudpickle = "<4" docker = ">=4.0.0,<8" @@ -1802,7 +1814,7 @@ entrypoints = "<1" Flask = "<4" gitpython = ">=3.1.9,<4" graphene = "<4" -gunicorn = {version = "<22", markers = "platform_system != \"Windows\""} +gunicorn = {version = "<23", markers = "platform_system != \"Windows\""} importlib-metadata = ">=3.7.0,<4.7.0 || >4.7.0,<8" Jinja2 = [ {version = ">=2.11,<4", markers = "platform_system != \"Windows\""}, @@ -1811,9 +1823,11 @@ Jinja2 = [ markdown = ">=3.3,<4" matplotlib = "<4" numpy = "<2" +opentelemetry-api = ">=1.0.0,<3" +opentelemetry-sdk = ">=1.0.0,<3" packaging = "<25" pandas = "<3" -protobuf = ">=3.12.0,<6" +protobuf = ">=3.12.0,<5" pyarrow = ">=4.0.0,<16" pytz = "<2025" pyyaml = ">=5.1,<7" @@ -1831,6 +1845,7 @@ databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "go extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "mlserver (>=1.2.0,!=1.3.1,<1.4.0)", "mlserver-mlflow (>=1.2.0,!=1.3.1,<1.4.0)", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4", "virtualenv"] gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] +jfrog = ["mlflow-jfrog-plugin"] sqlserver = ["mlflow-dbstore"] xethub = ["mlflow-xethub"] @@ -4028,4 +4043,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "46cde12235564c39a9740a1a3c8003b6b3e14eb09b7cb8b832381fde9da81ac2" +content-hash = "f7a63841735eb00a624a3768a03a4963f9ccc0a4b266a799d5e49c55ff53ac96" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index 3c74a0d53..ed447e432 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -18,7 +18,7 @@ torch = "2.2.1" pytorch-lightning = "2.2.4" torchmetrics = "1.4.0.post0" torchvision = "0.17.1" -mlflow = "2.12.1" +mlflow = "2.13.0" [build-system] requires = ["poetry-core"] From aad4a5ae3658a01556cd7020e50300494848afcc Mon Sep 17 00:00:00 2001 From: Sumit Khanna Date: Wed, 22 May 2024 14:06:59 +0530 Subject: [PATCH 074/171] basic contributing guide on contributing and opening a PR (#1773) --- CONTRIBUTING.md | 24 +++++++++++++++++ .../pull_request_template.md | 26 +++++++++++++++++++ 2 files changed, 50 insertions(+) create mode 100644 docs/PULL_REQUEST_TEMPLATE/pull_request_template.md diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 90ae74471..2237d4dfc 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -1,5 +1,29 @@ # Contributing to MLServer +Opening a PR +------------ +* Fork the repository from `SeldonIO` into local Github account. +* create a branch from the master of the forked repository.
`git checkout -b `. +
branches can be named as `bug|feat|doc|`_``_`` +* make changes, and raise a PR from local repository `` to main repository `master`. +* make sure that your branch is always uptodate (you may use rebase to resolve conflicts) with **SeldonIO/MLServer** `master` branch.
+```bash + git remote add upstream https://github.com/SeldonIO/MLServer.git + git fetch upstream + git checkout + git rebase upstream/master +``` + +Installation for Contributing +------------ +- git clone the forked repository:
`git clone /MLServer ` +- setup `mlserver`: ```pip install .``` +- run examples in debugging mode and verify execution taking one to breakpoints in one's development branch + +Raising a PR +------------ +- Choose a default PR template/templates available underneath `/docs/PULL_REQUEST_TEMPLATE/` as a `template` query param. + _Before opening a pull request_ consider: - Is the change important and ready enough to ask the community to spend time reviewing? diff --git a/docs/PULL_REQUEST_TEMPLATE/pull_request_template.md b/docs/PULL_REQUEST_TEMPLATE/pull_request_template.md new file mode 100644 index 000000000..d33cfade8 --- /dev/null +++ b/docs/PULL_REQUEST_TEMPLATE/pull_request_template.md @@ -0,0 +1,26 @@ +# Pull Request + +## Description + + +## Changes Made + + +## Related Issues + + +## Screenshots (if applicable) + + +## Checklist + + +- [ ] Code follows the project's style guidelines +- [ ] All tests related to the changes pass successfully +- [ ] Documentation is updated (if necessary) +- [ ] Code is reviewed by at least one other team member +- [ ] Any breaking changes are communicated and documented + +## Additional Notes + + From 54cd47ee17f42cee4297aa2c02d5be3285ffed13 Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Wed, 22 May 2024 10:55:58 +0100 Subject: [PATCH 075/171] Inference streaming support (#1750) * Included generate, generate_stream, infer_stream endpoints. * Implemented rest infer_stream. * Included adaptive batching hooks for predict_stream. * Included grpc stream proto. * Implemented ModelInferStream as stream-stream method. * Included lazy fixtures as depenedency. * Included tests for infer_stream endpoint and ModelInferStream. * Introduced gzip_enabled flag. * Included grpc stream error handling. --------- Co-authored-by: Adrian Gonzalez-Martin --- .../models/text-model/model-settings.json | 22 +++ .../models/text-model/settings.json | 6 + .../models/text-model/text_model.py | 45 +++++++ mlserver/batching/hooks.py | 64 ++++++--- mlserver/grpc/dataplane_pb2.py | 5 +- mlserver/grpc/dataplane_pb2_grpc.py | 45 +++++++ mlserver/grpc/servicers.py | 75 ++++++++--- mlserver/grpc/utils.py | 15 +++ mlserver/handlers/dataplane.py | 125 +++++++++++++----- mlserver/model.py | 21 ++- mlserver/rest/app.py | 40 +++++- mlserver/rest/endpoints.py | 45 ++++++- mlserver/rest/responses.py | 56 +++++--- mlserver/settings.py | 3 + poetry.lock | 47 +++++-- proto/dataplane.proto | 6 + pyproject.toml | 2 + runtimes/alibi-detect/poetry.lock | 88 +++++++++++- runtimes/alibi-explain/poetry.lock | 87 +++++++++++- runtimes/catboost/poetry.lock | 82 +++++++++++- runtimes/huggingface/poetry.lock | 102 ++++++++++++-- runtimes/lightgbm/poetry.lock | 76 ++++++++++- runtimes/mlflow/poetry.lock | 94 +++++++++++-- runtimes/mllib/poetry.lock | 76 ++++++++++- runtimes/sklearn/poetry.lock | 82 +++++++++++- runtimes/xgboost/poetry.lock | 76 ++++++++++- tests/batching/test_hooks.py | 20 +++ tests/conftest.py | 51 ++++++- tests/fixtures.py | 43 +++++- tests/grpc/conftest.py | 6 + tests/grpc/test_servicers.py | 60 ++++++++- tests/handlers/test_dataplane.py | 17 +++ tests/rest/test_endpoints.py | 116 ++++++++++++---- tests/rest/test_responses.py | 13 ++ tests/test_model.py | 40 ++++++ tests/testdata/generate-request.json | 18 +++ .../testdata/grpc/model-generate-request.json | 19 +++ tests/testdata/settings-stream.json | 10 ++ 38 files changed, 1624 insertions(+), 174 deletions(-) create mode 100644 benchmarking/testserver/models/text-model/model-settings.json create mode 100644 benchmarking/testserver/models/text-model/settings.json create mode 100644 benchmarking/testserver/models/text-model/text_model.py create mode 100644 tests/rest/test_responses.py create mode 100644 tests/testdata/generate-request.json create mode 100644 tests/testdata/grpc/model-generate-request.json create mode 100644 tests/testdata/settings-stream.json diff --git a/benchmarking/testserver/models/text-model/model-settings.json b/benchmarking/testserver/models/text-model/model-settings.json new file mode 100644 index 000000000..12eed8415 --- /dev/null +++ b/benchmarking/testserver/models/text-model/model-settings.json @@ -0,0 +1,22 @@ +{ + "name": "text-model", + + "implementation": "text_model.TextModel", + + "versions": ["text-model/v1.2.3"], + "platform": "mlserver", + "inputs": [ + { + "datatype": "BYTES", + "name": "prompt", + "shape": [1] + } + ], + "outputs": [ + { + "datatype": "BYTES", + "name": "output", + "shape": [1] + } + ] +} diff --git a/benchmarking/testserver/models/text-model/settings.json b/benchmarking/testserver/models/text-model/settings.json new file mode 100644 index 000000000..b5af111b4 --- /dev/null +++ b/benchmarking/testserver/models/text-model/settings.json @@ -0,0 +1,6 @@ +{ + "debug": false, + "parallel_workers": 0, + "gzip_enabled": false, + "metrics_endpoint": null +} diff --git a/benchmarking/testserver/models/text-model/text_model.py b/benchmarking/testserver/models/text-model/text_model.py new file mode 100644 index 000000000..4475b3c92 --- /dev/null +++ b/benchmarking/testserver/models/text-model/text_model.py @@ -0,0 +1,45 @@ +import asyncio +from typing import AsyncIterator +from mlserver import MLModel +from mlserver.types import InferenceRequest, InferenceResponse +from mlserver.codecs import StringCodec + + +class TextModel(MLModel): + + async def predict(self, payload: InferenceRequest) -> InferenceResponse: + text = StringCodec.decode_input(payload.inputs[0])[0] + return InferenceResponse( + model_name=self._settings.name, + outputs=[ + StringCodec.encode_output( + name="output", + payload=[text], + use_bytes=True, + ), + ], + ) + + async def predict_stream( + self, payloads: AsyncIterator[InferenceRequest] + ) -> AsyncIterator[InferenceResponse]: + payload = [_ async for _ in payloads][0] + text = StringCodec.decode_input(payload.inputs[0])[0] + words = text.split(" ") + + split_text = [] + for i, word in enumerate(words): + split_text.append(word if i == 0 else " " + word) + + for word in split_text: + await asyncio.sleep(0.5) + yield InferenceResponse( + model_name=self._settings.name, + outputs=[ + StringCodec.encode_output( + name="output", + payload=[word], + use_bytes=True, + ), + ], + ) diff --git a/mlserver/batching/hooks.py b/mlserver/batching/hooks.py index 28d3071b1..f98d3c4f6 100644 --- a/mlserver/batching/hooks.py +++ b/mlserver/batching/hooks.py @@ -1,5 +1,5 @@ from functools import wraps -from typing import Awaitable, Callable, Optional +from typing import Awaitable, Callable, Optional, AsyncIterator from ..errors import MLServerError from ..model import MLModel @@ -20,6 +20,26 @@ def __init__(self, method_name: str, reason: Optional[str] = None): super().__init__(msg) +def _get_batcher(f: Callable) -> AdaptiveBatcher: + wrapped_f = get_wrapped_method(f) + model = _get_model(f) + + if not hasattr(model, _AdaptiveBatchingAttr): + raise InvalidBatchingMethod( + wrapped_f.__name__, reason="adaptive batching has not been loaded" + ) + + return getattr(model, _AdaptiveBatchingAttr) + + +def _get_model(f: Callable) -> MLModel: + wrapped_f = get_wrapped_method(f) + if not hasattr(wrapped_f, "__self__"): + raise InvalidBatchingMethod(wrapped_f.__name__, reason="method is not bound") + + return getattr(wrapped_f, "__self__") + + def adaptive_batching(f: Callable[[InferenceRequest], Awaitable[InferenceResponse]]): """ Decorator for the `predict()` method which will ensure it uses the @@ -28,24 +48,36 @@ def adaptive_batching(f: Callable[[InferenceRequest], Awaitable[InferenceRespons @wraps(f) async def _inner(payload: InferenceRequest) -> InferenceResponse: - wrapped_f = get_wrapped_method(f) - if not hasattr(wrapped_f, "__self__"): - raise InvalidBatchingMethod( - wrapped_f.__name__, reason="method is not bound" - ) - - model = getattr(wrapped_f, "__self__") - if not hasattr(model, _AdaptiveBatchingAttr): - raise InvalidBatchingMethod( - wrapped_f.__name__, reason="adaptive batching has not been loaded" - ) - - batcher = getattr(model, _AdaptiveBatchingAttr) + batcher = _get_batcher(f) return await batcher.predict(payload) return _inner +def not_implemented_warning( + f: Callable[[AsyncIterator[InferenceRequest]], AsyncIterator[InferenceResponse]], +): + """ + Decorator to lets users know that adaptive batching is not required on + method `f`. + """ + model = _get_model(f) + logger.warning( + f"Adaptive Batching is enabled for model '{model.name}'" + " but not supported for inference streaming." + " Falling back to non-batched inference streaming." + ) + + @wraps(f) + async def _inner_stream( + payload: AsyncIterator[InferenceRequest], + ) -> AsyncIterator[InferenceResponse]: + async for response in f(payload): + yield response + + return _inner_stream + + async def load_batching(model: MLModel) -> MLModel: if model.settings.max_batch_size <= 1: return model @@ -64,7 +96,7 @@ async def load_batching(model: MLModel) -> 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.inference.ModelMetadataResponse"\x00\x12K\n\nModelInfer\x12\x1c.inference.ModelInferRequest\x1a\x1d.inference.ModelInferResponse"\x00\x12U\n\x10ModelStreamInfer\x12\x1c.inference.ModelInferRequest\x1a\x1d.inference.ModelInferResponse"\x00(\x01\x30\x01\x12Z\n\x0fRepositoryIndex\x12!.inference.RepositoryIndexRequest\x1a".inference.RepositoryIndexResponse"\x00\x12\x66\n\x13RepositoryModelLoad\x12%.inference.RepositoryModelLoadRequest\x1a&.inference.RepositoryModelLoadResponse"\x00\x12l\n\x15RepositoryModelUnload\x12\'.inference.RepositoryModelUnloadRequest\x1a(.inference.RepositoryModelUnloadResponse"\x00\x42\x0f\n\x07\x65x.grpc\xa2\x02\x03HSWb\x06proto3' ) @@ -466,6 +466,7 @@ if _descriptor._USE_C_DESCRIPTORS == False: DESCRIPTOR._options = None + DESCRIPTOR._serialized_options = b"\n\007ex.grpc\242\002\003HSW" _MODELMETADATARESPONSE_TENSORMETADATA_PARAMETERSENTRY._options = None _MODELMETADATARESPONSE_TENSORMETADATA_PARAMETERSENTRY._serialized_options = b"8\001" _MODELMETADATARESPONSE_PARAMETERSENTRY._options = None @@ -559,5 +560,5 @@ _REPOSITORYMODELUNLOADRESPONSE._serialized_start = 3663 _REPOSITORYMODELUNLOADRESPONSE._serialized_end = 3694 _GRPCINFERENCESERVICE._serialized_start = 3697 - _GRPCINFERENCESERVICE._serialized_end = 4511 + _GRPCINFERENCESERVICE._serialized_end = 4598 # @@protoc_insertion_point(module_scope) diff --git a/mlserver/grpc/dataplane_pb2_grpc.py b/mlserver/grpc/dataplane_pb2_grpc.py index 9ad255a0a..266d34de7 100644 --- a/mlserver/grpc/dataplane_pb2_grpc.py +++ b/mlserver/grpc/dataplane_pb2_grpc.py @@ -47,6 +47,11 @@ def __init__(self, channel): request_serializer=dataplane__pb2.ModelInferRequest.SerializeToString, response_deserializer=dataplane__pb2.ModelInferResponse.FromString, ) + self.ModelStreamInfer = channel.stream_stream( + "/inference.GRPCInferenceService/ModelStreamInfer", + request_serializer=dataplane__pb2.ModelInferRequest.SerializeToString, + response_deserializer=dataplane__pb2.ModelInferResponse.FromString, + ) self.RepositoryIndex = channel.unary_unary( "/inference.GRPCInferenceService/RepositoryIndex", request_serializer=dataplane__pb2.RepositoryIndexRequest.SerializeToString, @@ -106,6 +111,12 @@ def ModelInfer(self, request, context): context.set_details("Method not implemented!") raise NotImplementedError("Method not implemented!") + def ModelStreamInfer(self, request_iterator, context): + """Perform stream inference using a specific model.""" + context.set_code(grpc.StatusCode.UNIMPLEMENTED) + context.set_details("Method not implemented!") + raise NotImplementedError("Method not implemented!") + def RepositoryIndex(self, request, context): """Get the index of model repository contents.""" context.set_code(grpc.StatusCode.UNIMPLEMENTED) @@ -157,6 +168,11 @@ def add_GRPCInferenceServiceServicer_to_server(servicer, server): request_deserializer=dataplane__pb2.ModelInferRequest.FromString, response_serializer=dataplane__pb2.ModelInferResponse.SerializeToString, ), + "ModelStreamInfer": grpc.stream_stream_rpc_method_handler( + servicer.ModelStreamInfer, + request_deserializer=dataplane__pb2.ModelInferRequest.FromString, + response_serializer=dataplane__pb2.ModelInferResponse.SerializeToString, + ), "RepositoryIndex": grpc.unary_unary_rpc_method_handler( servicer.RepositoryIndex, request_deserializer=dataplane__pb2.RepositoryIndexRequest.FromString, @@ -360,6 +376,35 @@ def ModelInfer( metadata, ) + @staticmethod + def ModelStreamInfer( + request_iterator, + target, + options=(), + channel_credentials=None, + call_credentials=None, + insecure=False, + compression=None, + wait_for_ready=None, + timeout=None, + metadata=None, + ): + return grpc.experimental.stream_stream( + request_iterator, + target, + "/inference.GRPCInferenceService/ModelStreamInfer", + dataplane__pb2.ModelInferRequest.SerializeToString, + dataplane__pb2.ModelInferResponse.FromString, + options, + channel_credentials, + insecure, + call_credentials, + compression, + wait_for_ready, + timeout, + metadata, + ) + @staticmethod def RepositoryIndex( request, diff --git a/mlserver/grpc/servicers.py b/mlserver/grpc/servicers.py index 4e376d9e6..548fe5e70 100644 --- a/mlserver/grpc/servicers.py +++ b/mlserver/grpc/servicers.py @@ -10,10 +10,17 @@ RepositoryIndexRequestConverter, RepositoryIndexResponseConverter, ) -from .utils import to_headers, to_metadata, handle_mlserver_error +from .utils import ( + to_headers, + to_metadata, + handle_mlserver_error, + handle_mlserver_stream_error, +) from ..utils import insert_headers, extract_headers from ..handlers import DataPlane, ModelRepositoryHandlers +from ..types import InferenceResponse, InferenceRequest +from typing import AsyncIterator class InferenceServicer(GRPCInferenceServiceServicer): @@ -63,29 +70,67 @@ async def ModelMetadata( async def ModelInfer( self, request: pb.ModelInferRequest, context: grpc.ServicerContext ) -> pb.ModelInferResponse: - return_raw = False - if request.raw_input_contents: - # If the request contains raw input contents, then use the same for - # the output - return_raw = True - - payload = ModelInferRequestConverter.to_types(request) - - request_headers = to_headers(context) - insert_headers(payload, request_headers) - + use_raw = InferenceServicer._GetReturnRaw(request) + payload = self._InsertHeaders(request, context) result = await self._data_plane.infer( payload=payload, name=request.model_name, version=request.model_version ) + self._SetTrailingMetadata(result, context) + return ModelInferResponseConverter.from_types(result, use_raw=use_raw) + + @handle_mlserver_stream_error + async def ModelStreamInfer( + self, + requests_stream: AsyncIterator[pb.ModelInferRequest], + context: grpc.ServicerContext, + ) -> AsyncIterator[pb.ModelInferResponse]: + async for request in requests_stream: + break + + use_raw = InferenceServicer._GetReturnRaw(request) + payloads = self._PayloadsMetadataGenerator(request, requests_stream, context) + + async for result in self._data_plane.infer_stream( + payloads=payloads, name=request.model_name, version=request.model_version + ): + response = ModelInferResponseConverter.from_types(result, use_raw=use_raw) + yield response + + self._SetTrailingMetadata(result, context) + + async def _PayloadsMetadataGenerator( + self, + request: pb.ModelInferRequest, + requests_stream: AsyncIterator[pb.ModelInferRequest], + context: grpc.ServicerContext, + ) -> AsyncIterator[InferenceRequest]: + payload = self._InsertHeaders(request, context) + yield payload + + async for request in requests_stream: + payload = self._InsertHeaders(request, context) + yield payload + + @staticmethod + def _GetReturnRaw(request: pb.ModelInferRequest) -> bool: + return True if request.raw_input_contents else False + + def _InsertHeaders( + self, request: pb.ModelInferRequest, context: grpc.ServicerContext + ) -> InferenceRequest: + payload = ModelInferRequestConverter.to_types(request) + request_headers = to_headers(context) + insert_headers(payload, request_headers) + return payload + def _SetTrailingMetadata( + self, result: InferenceResponse, context: grpc.ServicerContext + ) -> None: response_headers = extract_headers(result) if response_headers: response_metadata = to_metadata(response_headers) context.set_trailing_metadata(response_metadata) - response = ModelInferResponseConverter.from_types(result, use_raw=return_raw) - return response - async def RepositoryIndex( self, request: pb.RepositoryIndexRequest, context ) -> pb.RepositoryIndexResponse: diff --git a/mlserver/grpc/utils.py b/mlserver/grpc/utils.py index 31f7c39b5..1f58ea98e 100644 --- a/mlserver/grpc/utils.py +++ b/mlserver/grpc/utils.py @@ -50,3 +50,18 @@ async def _inner(self, request, context): await context.abort(code=grpc.StatusCode.INTERNAL, details=str(err)) return _inner + + +def handle_mlserver_stream_error(f: Callable): + async def _inner(self, request_stream, context): + try: + async for response in f(self, request_stream, context): + yield response + except MLServerError as err: + logger.exception(err) + await context.abort(code=_grpc_status_code(err), details=str(err)) + except Exception as err: + logger.exception(err) + await context.abort(code=grpc.StatusCode.INTERNAL, details=str(err)) + + return _inner diff --git a/mlserver/handlers/dataplane.py b/mlserver/handlers/dataplane.py index 93ac4fe18..026920011 100644 --- a/mlserver/handlers/dataplane.py +++ b/mlserver/handlers/dataplane.py @@ -1,9 +1,11 @@ +from contextlib import asynccontextmanager from prometheus_client import ( Counter, Summary, ) -from typing import Optional +from typing import AsyncIterator, Optional +from ..model import MLModel from ..errors import ModelNotReady from ..context import model_context from ..settings import Settings @@ -85,6 +87,95 @@ async def infer( name: str, version: Optional[str] = None, ) -> InferenceResponse: + # need to cache the payload here since it + # will be modified in the context manager + if self._response_cache is not None: + cache_key = payload.model_dump_json() + + async with self._infer_contextmanager(name, version) as model: + payload = self._prepare_payload(payload, model) + + if ( + self._response_cache is not None + and model.settings.cache_enabled is not False + ): + cache_value = await self._response_cache.lookup(cache_key) + if cache_value != "": + prediction = InferenceResponse.model_validate_json(cache_value) + else: + prediction = await model.predict(payload) + # ignore cache insertion error if any + await self._response_cache.insert( + cache_key, prediction.model_dump_json() + ) + else: + prediction = await model.predict(payload) + + # Ensure ID matches + prediction.id = payload.id + self._inference_middleware.response_middleware(prediction, model.settings) + return prediction + + async def infer_stream( + self, + payloads: AsyncIterator[InferenceRequest], + name: str, + version: Optional[str] = None, + ) -> AsyncIterator[InferenceResponse]: + # TODO: Implement cache for stream + + async with self._infer_contextmanager(name, version) as model: + # we need to get the first payload to get the ID + async for payload in payloads: + break + + payloads_decorated = self._prepare_payloads_generator( + payload, payloads, model + ) + async for prediction in model.predict_stream(payloads_decorated): + prediction.id = payload.id # Ensure ID matches + self._inference_middleware.response_middleware( + prediction, model.settings + ) + yield prediction + + def _prepare_payload( + self, payload: InferenceRequest, model: MLModel + ) -> InferenceRequest: + if payload.id is None: + payload.id = generate_uuid() + + self._inference_middleware.request_middleware(payload, model.settings) + return payload + + async def _prepare_payloads_generator( + self, + first_payload: InferenceRequest, + subsequent_payloads: AsyncIterator[InferenceRequest], + model: MLModel, + ) -> AsyncIterator[InferenceRequest]: + # yield the first payload after preparing it + first_payload = self._prepare_payload(first_payload, model) + yield first_payload + + # Yield the rest of the payloads after preparing them + # and set the ID to match the first payload. Note that + # we don't make any assumptions about how many inputs and + # outputs there are. Thus, everything gets the same ID, cause + # otherwise we could have one to many, many to one, or many to + # many id mappings. + async for payload in subsequent_payloads: + payload.id = first_payload.id + payload = self._prepare_payload(payload, model) + yield payload + + @asynccontextmanager + async def _infer_contextmanager( + self, + name: str, + version: Optional[str] = None, + ) -> AsyncIterator[MLModel]: + infer_duration = self._ModelInferRequestDuration.labels( model=name, version=version ).time() @@ -92,46 +183,16 @@ async def infer( model=name, version=version ).count_exceptions() - if self._response_cache is not None: - cache_key = payload.model_dump_json() - with infer_duration, infer_errors: - if payload.id is None: - payload.id = generate_uuid() - model = await self._model_registry.get_model(name, version) if not model.ready: raise ModelNotReady(name, version) - self._inference_middleware.request_middleware(payload, model.settings) - - # TODO: Make await optional for sync methods with model_context(model.settings): - if ( - self._response_cache is not None - and model.settings.cache_enabled is not False - ): - cache_value = await self._response_cache.lookup(cache_key) - if cache_value != "": - prediction = InferenceResponse.parse_raw(cache_value) - else: - prediction = await model.predict(payload) - # ignore cache insertion error if any - await self._response_cache.insert( - cache_key, prediction.model_dump_json() - ) - else: - prediction = await model.predict(payload) - - # Ensure ID matches - prediction.id = payload.id - - self._inference_middleware.response_middleware(prediction, model.settings) + yield model self._ModelInferRequestSuccess.labels(model=name, version=version).inc() - return prediction - def _create_response_cache(self) -> ResponseCache: return LocalCache(size=self._settings.cache_size) diff --git a/mlserver/model.py b/mlserver/model.py index 77a2521a4..8296bc19e 100644 --- a/mlserver/model.py +++ b/mlserver/model.py @@ -1,4 +1,4 @@ -from typing import Any, Dict, Optional, List +from typing import Any, Dict, Optional, List, AsyncIterator from .codecs import ( encode_response_output, @@ -64,7 +64,7 @@ async def load(self) -> bool: Its return value will represent the model's readiness status. A return value of ``True`` will mean the model is ready. - **This method should be overriden to implement your custom load + **This method can be overriden to implement your custom load logic.** """ return True @@ -74,11 +74,24 @@ async def predict(self, payload: InferenceRequest) -> InferenceResponse: Method responsible for running inference on the model. - **This method should be overriden to implement your custom inference + **This method can be overriden to implement your custom inference logic.** """ raise NotImplementedError("predict() method not implemented") + async def predict_stream( + self, payloads: AsyncIterator[InferenceRequest] + ) -> AsyncIterator[InferenceResponse]: + """ + Method responsible for running generation on the model, streaming a set + of responses back to the client. + + + **This method can be overriden to implement your custom inference + logic.** + """ + yield await self.predict((await payloads.__anext__())) + async def unload(self) -> bool: """ Method responsible for unloading the model, freeing any resources (e.g. @@ -88,7 +101,7 @@ async def unload(self) -> bool: enabled). A return value of ``True`` will mean the model is now unloaded. - **This method should be overriden to implement your custom unload + **This method can be overriden to implement your custom unload logic.** """ return True diff --git a/mlserver/rest/app.py b/mlserver/rest/app.py index e834d4780..35557f43c 100644 --- a/mlserver/rest/app.py +++ b/mlserver/rest/app.py @@ -78,6 +78,39 @@ def create_app( endpoints.infer, methods=["POST"], ), + # Model generate + APIRoute( + "/v2/models/{model_name}/generate", + endpoints.infer, + methods=["POST"], + ), + APIRoute( + "/v2/models/{model_name}/versions/{model_version}/generate", + endpoints.infer, + methods=["POST"], + ), + # Model infer_stream + APIRoute( + "/v2/models/{model_name}/infer_stream", + endpoints.infer_stream, + methods=["POST"], + ), + APIRoute( + "/v2/models/{model_name}/versions/{model_version}/infer_stream", + endpoints.infer_stream, + methods=["POST"], + ), + # Model generate_stream + APIRoute( + "/v2/models/{model_name}/generate_stream", + endpoints.infer_stream, + methods=["POST"], + ), + APIRoute( + "/v2/models/{model_name}/versions/{model_version}/generate_stream", + endpoints.infer_stream, + methods=["POST"], + ), # Model metadata APIRoute( "/v2/models/{model_name}", @@ -167,7 +200,12 @@ def create_app( ) app.router.route_class = APIRoute - app.add_middleware(GZipMiddleware) + + if settings.gzip_enabled: + # GZip middleware does not work with streaming + # see here: https://github.com/encode/starlette/issues/20#issuecomment-704106436 + app.add_middleware(GZipMiddleware) + if settings.cors_settings is not None: app.add_middleware( CORSMiddleware, diff --git a/mlserver/rest/endpoints.py b/mlserver/rest/endpoints.py index d6ed9bfcf..d0951c59d 100644 --- a/mlserver/rest/endpoints.py +++ b/mlserver/rest/endpoints.py @@ -1,8 +1,8 @@ from fastapi.requests import Request -from fastapi.responses import Response, HTMLResponse +from fastapi.responses import Response, HTMLResponse, StreamingResponse from fastapi.openapi.docs import get_swagger_ui_html -from typing import Optional +from typing import AsyncIterator, Optional from ..types import ( MetadataModelResponse, @@ -15,6 +15,7 @@ from ..handlers import DataPlane, ModelRepositoryHandlers from ..utils import insert_headers, extract_headers +from .responses import ServerSentEvent from .openapi import get_openapi_schema, get_model_schema_uri, get_model_schema from .utils import to_status_code @@ -93,19 +94,57 @@ async def infer( model_name: str, model_version: Optional[str] = None, ) -> InferenceResponse: + request_headers = dict(raw_request.headers) insert_headers(payload, request_headers) inference_response = await self._data_plane.infer( payload, model_name, model_version ) - response_headers = extract_headers(inference_response) + if response_headers: raw_response.headers.update(response_headers) return inference_response + async def infer_stream( + self, + raw_request: Request, + payload: InferenceRequest, + model_name: str, + model_version: Optional[str] = None, + ) -> StreamingResponse: + + request_headers = dict(raw_request.headers) + insert_headers(payload, request_headers) + + async def payloads_generator( + payload: InferenceRequest, + ) -> AsyncIterator[InferenceRequest]: + yield payload + + payloads = payloads_generator(payload) + infer_stream = self._data_plane.infer_stream( + payloads, model_name, model_version + ) + + sse_stream = _as_sse(infer_stream) + return StreamingResponse(content=sse_stream, media_type="text/event-stream") + + +async def _as_sse( + infer_stream: AsyncIterator[InferenceResponse], +) -> AsyncIterator[bytes]: + """ + Helper to convert all the responses coming out of a generator to a + Server-Sent Event object. + """ + async for inference_response in infer_stream: + # TODO: How should we send headers back? + # response_headers = extract_headers(inference_response) + yield ServerSentEvent(inference_response).encode() + class ModelRepositoryEndpoints: def __init__(self, handlers: ModelRepositoryHandlers): diff --git a/mlserver/rest/responses.py b/mlserver/rest/responses.py index c55835064..c070a492f 100644 --- a/mlserver/rest/responses.py +++ b/mlserver/rest/responses.py @@ -2,6 +2,7 @@ from typing import Any +from pydantic import BaseModel from starlette.responses import JSONResponse as _JSONResponse from ..codecs.string import decode_str @@ -31,25 +32,42 @@ class Response(_JSONResponse): media_type = "application/json" def render(self, content: Any) -> bytes: - if orjson is None: - # Original implementation of starlette's JSONResponse, using our - # custom encoder (capable of "encoding" bytes). - # Original implementation can be seen here: - # https://github.com/encode/starlette/blob/ - # f53faba229e3fa2844bc3753e233d9c1f54cca52/starlette/responses.py#L173-L180 - return json.dumps( - content, - ensure_ascii=False, - allow_nan=False, - indent=None, - separators=(",", ":"), - cls=BytesJSONEncoder, - ).encode("utf-8") - - # This is equivalent to the ORJSONResponse implementation in FastAPI: - # https://github.com/tiangolo/fastapi/blob/ - # 864643ef7608d28ac4ed321835a7fb4abe3dfc13/fastapi/responses.py#L32-L34 - return orjson.dumps(content, default=_encode_bytes) + return _render(content) + + +class ServerSentEvent: + def __init__(self, data: BaseModel, *args, **kwargs): + # NOTE: SSE should use `\n\n` as separator + # https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#event_stream_format + self._sep = b"\n\n" + self._pre = b"data: " + self.data = data + + def encode(self) -> bytes: + as_dict = self.data.model_dump() + return self._pre + _render(as_dict) + self._sep + + +def _render(content: Any) -> bytes: + if orjson is None: + # Original implementation of starlette's JSONResponse, using our + # custom encoder (capable of "encoding" bytes). + # Original implementation can be seen here: + # https://github.com/encode/starlette/blob/ + # f53faba229e3fa2844bc3753e233d9c1f54cca52/starlette/responses.py#L173-L180 + return json.dumps( + content, + ensure_ascii=False, + allow_nan=False, + indent=None, + separators=(",", ":"), + cls=BytesJSONEncoder, + ).encode("utf-8") + + # This is equivalent to the ORJSONResponse implementation in FastAPI: + # https://github.com/tiangolo/fastapi/blob/ + # 864643ef7608d28ac4ed321835a7fb4abe3dfc13/fastapi/responses.py#L32-L34 + return orjson.dumps(content, default=_encode_bytes) def _encode_bytes(obj: Any) -> str: diff --git a/mlserver/settings.py b/mlserver/settings.py index c1b79d177..e3a79ef73 100644 --- a/mlserver/settings.py +++ b/mlserver/settings.py @@ -277,6 +277,9 @@ class Settings(BaseSettings): cache_size: int = 100 """Cache size to be used if caching is enabled.""" + gzip_enabled: bool = True + """Enable GZipMiddleware.""" + class ModelParameters(BaseSettings): """ diff --git a/poetry.lock b/poetry.lock index 49c0378b3..f16e742ce 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "absl-py" @@ -2452,6 +2452,17 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] +[[package]] +name = "httpx-sse" +version = "0.3.1" +description = "Consume Server-Sent Event (SSE) messages with HTTPX." +optional = false +python-versions = ">=3.7" +files = [ + {file = "httpx-sse-0.3.1.tar.gz", hash = "sha256:3bb3289b2867f50cbdb2fee3eeeefecb1e86653122e164faac0023f1ffc88aea"}, + {file = "httpx_sse-0.3.1-py3-none-any.whl", hash = "sha256:7376dd88732892f9b6b549ac0ad05a8e2341172fe7dcf9f8f9c8050934297316"}, +] + [[package]] name = "huggingface-hub" version = "0.21.3" @@ -2643,13 +2654,13 @@ files = [ [[package]] name = "jinja2" -version = "3.1.4" +version = "3.1.3" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" files = [ - {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"}, - {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"}, + {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"}, + {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"}, ] [package.dependencies] @@ -5223,6 +5234,20 @@ decopatch = "*" makefun = ">=1.15.1" packaging = "*" +[[package]] +name = "pytest-lazy-fixture" +version = "0.6.3" +description = "It helps to use fixtures in pytest.mark.parametrize" +optional = false +python-versions = "*" +files = [ + {file = "pytest-lazy-fixture-0.6.3.tar.gz", hash = "sha256:0e7d0c7f74ba33e6e80905e9bfd81f9d15ef9a790de97993e34213deb5ad10ac"}, + {file = "pytest_lazy_fixture-0.6.3-py3-none-any.whl", hash = "sha256:e0b379f38299ff27a653f03eaa69b08a6fd4484e46fd1c9907d984b9f9daeda6"}, +] + +[package.dependencies] +pytest = ">=3.2.5" + [[package]] name = "pytest-mock" version = "3.12.0" @@ -7373,13 +7398,13 @@ testing = ["build[virtualenv] (>=1.0.3)", "covdefaults (>=2.3)", "detect-test-po [[package]] name = "tqdm" -version = "4.66.3" +version = "4.66.2" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" files = [ - {file = "tqdm-4.66.3-py3-none-any.whl", hash = "sha256:4f41d54107ff9a223dca80b53efe4fb654c67efaba7f47bada3ee9d50e05bd53"}, - {file = "tqdm-4.66.3.tar.gz", hash = "sha256:23097a41eba115ba99ecae40d06444c15d1c0c698d527a01c6c8bd1c5d0647e5"}, + {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"}, + {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"}, ] [package.dependencies] @@ -7942,13 +7967,13 @@ files = [ [[package]] name = "werkzeug" -version = "3.0.3" +version = "3.0.1" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, - {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, + {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"}, + {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"}, ] [package.dependencies] @@ -8391,4 +8416,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "5c14b46a83aef0fcb3a25e33f973d49e2feb77b3b0fc73a549ba131eabb1b2a1" +content-hash = "41fb1fe873201b8ea948f236102b7cf848f24c70f2000f0063cd7b169c97cfe6" diff --git a/proto/dataplane.proto b/proto/dataplane.proto index ba11224ee..ee86462c2 100644 --- a/proto/dataplane.proto +++ b/proto/dataplane.proto @@ -1,5 +1,8 @@ syntax = "proto3"; +option java_package = "ex.grpc"; +option objc_class_prefix = "HSW"; + package inference; // @@ -24,6 +27,9 @@ service GRPCInferenceService // Perform inference using a specific model. rpc ModelInfer(ModelInferRequest) returns (ModelInferResponse) {} + + // Perform stream inference using a specific model. + rpc ModelStreamInfer(stream ModelInferRequest) returns (stream ModelInferResponse) {} // Get the index of model repository contents. rpc RepositoryIndex(RepositoryIndexRequest) diff --git a/pyproject.toml b/pyproject.toml index e36ac2348..b67d79dee 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -74,6 +74,7 @@ opentelemetry-sdk = "^1.22.0" opentelemetry-instrumentation-fastapi = ">=0.43b0" opentelemetry-instrumentation-grpc = ">=0.43b0" opentelemetry-exporter-otlp-proto-grpc = "^1.22.0" +pytest-lazy-fixture = "^0.6.3" [tool.poetry.group.dev.dependencies] datamodel-code-generator = "0.25.5" @@ -104,6 +105,7 @@ black = "24.4.0" pip-licenses = "4.4.0" pytest-xdist = "3.5.0" filelock = "^3.13.1" +httpx-sse = "^0.3.1" [tool.poetry.group.docker.dependencies] protobuf = "3.20.3" diff --git a/runtimes/alibi-detect/poetry.lock b/runtimes/alibi-detect/poetry.lock index b7ec5a27c..82e615a5f 100644 --- a/runtimes/alibi-detect/poetry.lock +++ b/runtimes/alibi-detect/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "absl-py" @@ -1601,6 +1601,17 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""} docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"] +[[package]] +name = "iniconfig" +version = "2.0.0" +description = "brain-dead simple config-ini parsing" +optional = false +python-versions = ">=3.7" +files = [ + {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, + {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, +] + [[package]] name = "joblib" version = "1.4.0" @@ -2004,6 +2015,7 @@ protobuf = "*" py-grpc-prometheus = "*" pydantic = "2.7.1" pydantic-settings = "2.2.1" +pytest-lazy-fixture = "^0.6.3" python-dotenv = "*" python-multipart = "*" starlette-exporter = "*" @@ -2682,6 +2694,21 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa typing = ["typing-extensions"] xmp = ["defusedxml"] +[[package]] +name = "pluggy" +version = "1.5.0" +description = "plugin and hook calling mechanisms for python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, + {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, +] + +[package.extras] +dev = ["pre-commit", "tox"] +testing = ["pytest", "pytest-benchmark"] + [[package]] name = "prometheus-client" version = "0.20.0" @@ -2911,6 +2938,42 @@ files = [ [package.extras] diagrams = ["jinja2", "railroad-diagrams"] +[[package]] +name = "pytest" +version = "8.2.0" +description = "pytest: simple powerful testing with Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pytest-8.2.0-py3-none-any.whl", hash = "sha256:1733f0620f6cda4095bbf0d9ff8022486e91892245bb9e7d5542c018f612f233"}, + {file = "pytest-8.2.0.tar.gz", hash = "sha256:d507d4482197eac0ba2bae2e9babf0672eb333017bcedaa5fb1a3d42c1174b3f"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "sys_platform == \"win32\""} +exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""} +iniconfig = "*" +packaging = "*" +pluggy = ">=1.5,<2.0" +tomli = {version = ">=1", markers = "python_version < \"3.11\""} + +[package.extras] +dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] + +[[package]] +name = "pytest-lazy-fixture" +version = "0.6.3" +description = "It helps to use fixtures in pytest.mark.parametrize" +optional = false +python-versions = "*" +files = [ + {file = "pytest-lazy-fixture-0.6.3.tar.gz", hash = "sha256:0e7d0c7f74ba33e6e80905e9bfd81f9d15ef9a790de97993e34213deb5ad10ac"}, + {file = "pytest_lazy_fixture-0.6.3-py3-none-any.whl", hash = "sha256:e0b379f38299ff27a653f03eaa69b08a6fd4484e46fd1c9907d984b9f9daeda6"}, +] + +[package.dependencies] +pytest = ">=3.2.5" + [[package]] name = "python-dateutil" version = "2.9.0.post0" @@ -3903,15 +3966,26 @@ files = [ {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"}, ] +[[package]] +name = "tomli" +version = "2.0.1" +description = "A lil' TOML parser" +optional = false +python-versions = ">=3.7" +files = [ + {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"}, + {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"}, +] + [[package]] name = "tqdm" -version = "4.66.3" +version = "4.66.2" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" files = [ - {file = "tqdm-4.66.3-py3-none-any.whl", hash = "sha256:4f41d54107ff9a223dca80b53efe4fb654c67efaba7f47bada3ee9d50e05bd53"}, - {file = "tqdm-4.66.3.tar.gz", hash = "sha256:23097a41eba115ba99ecae40d06444c15d1c0c698d527a01c6c8bd1c5d0647e5"}, + {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"}, + {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"}, ] [package.dependencies] @@ -4120,13 +4194,13 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)" [[package]] name = "werkzeug" -version = "3.0.3" +version = "3.0.2" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, - {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, + {file = "werkzeug-3.0.2-py3-none-any.whl", hash = "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795"}, + {file = "werkzeug-3.0.2.tar.gz", hash = "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"}, ] [package.dependencies] diff --git a/runtimes/alibi-explain/poetry.lock b/runtimes/alibi-explain/poetry.lock index 4343c8ab0..b0df8991c 100644 --- a/runtimes/alibi-explain/poetry.lock +++ b/runtimes/alibi-explain/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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{file = "tqdm-4.66.3-py3-none-any.whl", hash = "sha256:4f41d54107ff9a223dca80b53efe4fb654c67efaba7f47bada3ee9d50e05bd53"}, - {file = "tqdm-4.66.3.tar.gz", hash = "sha256:23097a41eba115ba99ecae40d06444c15d1c0c698d527a01c6c8bd1c5d0647e5"}, + {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"}, + {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"}, ] [package.dependencies] @@ -4079,13 +4153,13 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)" [[package]] name = "werkzeug" -version = "3.0.3" +version = "3.0.1" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, - {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, + {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"}, + {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"}, ] [package.dependencies] diff --git a/runtimes/lightgbm/poetry.lock b/runtimes/lightgbm/poetry.lock index e70f1bb24..ef314c10e 100644 --- a/runtimes/lightgbm/poetry.lock +++ b/runtimes/lightgbm/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiofiles" @@ -952,6 +952,17 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""} docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +[[package]] +name = "iniconfig" +version = "2.0.0" +description = "brain-dead simple config-ini parsing" +optional = false +python-versions = ">=3.7" +files = [ + {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, + {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, +] + [[package]] name = "lightgbm" version = "4.3.0" @@ -1005,6 +1016,7 @@ protobuf = "*" py-grpc-prometheus = "*" pydantic = "2.7.1" pydantic-settings = "2.2.1" +pytest-lazy-fixture = "^0.6.3" python-dotenv = "*" python-multipart = "*" starlette-exporter = "*" @@ -1488,6 +1500,21 @@ sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-d test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"] xml = ["lxml (>=4.9.2)"] +[[package]] +name = "pluggy" +version = "1.5.0" +description = "plugin and hook calling mechanisms for python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, + {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, +] + +[package.extras] +dev = ["pre-commit", "tox"] +testing = ["pytest", "pytest-benchmark"] + [[package]] name = "prometheus-client" version = "0.20.0" @@ -1678,6 +1705,42 @@ python-dotenv = ">=0.21.0" toml = ["tomli (>=2.0.1)"] yaml = ["pyyaml (>=6.0.1)"] +[[package]] +name = "pytest" +version = "8.2.0" +description = "pytest: simple powerful testing with Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pytest-8.2.0-py3-none-any.whl", hash = "sha256:1733f0620f6cda4095bbf0d9ff8022486e91892245bb9e7d5542c018f612f233"}, + {file = "pytest-8.2.0.tar.gz", hash = "sha256:d507d4482197eac0ba2bae2e9babf0672eb333017bcedaa5fb1a3d42c1174b3f"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "sys_platform == \"win32\""} +exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""} +iniconfig = "*" +packaging = "*" +pluggy = ">=1.5,<2.0" +tomli = {version = ">=1", markers = "python_version < \"3.11\""} + +[package.extras] +dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] + +[[package]] +name = "pytest-lazy-fixture" +version = "0.6.3" +description = "It helps to use fixtures in pytest.mark.parametrize" +optional = false +python-versions = "*" +files = [ + {file = "pytest-lazy-fixture-0.6.3.tar.gz", hash = "sha256:0e7d0c7f74ba33e6e80905e9bfd81f9d15ef9a790de97993e34213deb5ad10ac"}, + {file = "pytest_lazy_fixture-0.6.3-py3-none-any.whl", hash = "sha256:e0b379f38299ff27a653f03eaa69b08a6fd4484e46fd1c9907d984b9f9daeda6"}, +] + +[package.dependencies] +pytest = ">=3.2.5" + [[package]] name = "python-dateutil" version = "2.8.2" @@ -1914,6 +1977,17 @@ files = [ prometheus-client = ">=0.12" starlette = ">=0.35" +[[package]] +name = "tomli" +version = "2.0.1" +description = "A lil' TOML parser" +optional = false +python-versions = ">=3.7" +files = [ + {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"}, + {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"}, +] + [[package]] name = "tritonclient" version = "2.42.0" diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 300d7069f..00333ed3b 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiofiles" @@ -1465,6 +1465,17 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""} docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +[[package]] +name = "iniconfig" +version = "2.0.0" +description = "brain-dead simple config-ini parsing" +optional = false +python-versions = ">=3.7" +files = [ + {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, + {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, +] + [[package]] name = "itsdangerous" version = "2.1.2" @@ -1478,13 +1489,13 @@ files = [ [[package]] name = "jinja2" -version = "3.1.4" +version = "3.1.3" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" files = [ - {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"}, - {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"}, + {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"}, + {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"}, ] [package.dependencies] @@ -1878,6 +1889,7 @@ protobuf = "*" py-grpc-prometheus = "*" pydantic = "2.7.1" pydantic-settings = "2.2.1" +pytest-lazy-fixture = "^0.6.3" python-dotenv = "*" python-multipart = "*" starlette-exporter = "*" @@ -2624,6 +2636,21 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa typing = ["typing-extensions"] xmp = ["defusedxml"] +[[package]] +name = "pluggy" +version = "1.5.0" +description = "plugin and hook calling mechanisms for python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, + {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, +] + +[package.extras] +dev = ["pre-commit", "tox"] +testing = ["pytest", "pytest-benchmark"] + [[package]] name = "prometheus-client" version = "0.20.0" @@ -2876,6 +2903,42 @@ files = [ [package.extras] diagrams = ["jinja2", "railroad-diagrams"] +[[package]] +name = "pytest" +version = "8.2.0" +description = "pytest: simple powerful testing with Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pytest-8.2.0-py3-none-any.whl", hash = "sha256:1733f0620f6cda4095bbf0d9ff8022486e91892245bb9e7d5542c018f612f233"}, + {file = "pytest-8.2.0.tar.gz", hash = "sha256:d507d4482197eac0ba2bae2e9babf0672eb333017bcedaa5fb1a3d42c1174b3f"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "sys_platform == \"win32\""} +exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""} +iniconfig = "*" +packaging = "*" +pluggy = ">=1.5,<2.0" +tomli = {version = ">=1", markers = "python_version < \"3.11\""} + +[package.extras] +dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] + +[[package]] +name = "pytest-lazy-fixture" +version = "0.6.3" +description = "It helps to use fixtures in pytest.mark.parametrize" +optional = false +python-versions = "*" +files = [ + {file = "pytest-lazy-fixture-0.6.3.tar.gz", hash = "sha256:0e7d0c7f74ba33e6e80905e9bfd81f9d15ef9a790de97993e34213deb5ad10ac"}, + {file = "pytest_lazy_fixture-0.6.3-py3-none-any.whl", hash = "sha256:e0b379f38299ff27a653f03eaa69b08a6fd4484e46fd1c9907d984b9f9daeda6"}, +] + +[package.dependencies] +pytest = ">=3.2.5" + [[package]] name = "python-dateutil" version = "2.8.2" @@ -3441,6 +3504,17 @@ files = [ {file = "threadpoolctl-3.3.0.tar.gz", hash = "sha256:5dac632b4fa2d43f42130267929af3ba01399ef4bd1882918e92dbc30365d30c"}, ] +[[package]] +name = "tomli" +version = "2.0.1" +description = "A lil' TOML parser" +optional = false +python-versions = ">=3.7" +files = [ + {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"}, + {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"}, +] + [[package]] name = "torch" version = "2.2.1" @@ -3572,13 +3646,13 @@ scipy = ["scipy"] [[package]] name = "tqdm" -version = "4.66.3" +version = "4.66.2" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" files = [ - {file = "tqdm-4.66.3-py3-none-any.whl", hash = "sha256:4f41d54107ff9a223dca80b53efe4fb654c67efaba7f47bada3ee9d50e05bd53"}, - {file = "tqdm-4.66.3.tar.gz", hash = "sha256:23097a41eba115ba99ecae40d06444c15d1c0c698d527a01c6c8bd1c5d0647e5"}, + {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"}, + {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"}, ] [package.dependencies] @@ -3757,13 +3831,13 @@ testing = ["coverage (>=5.0)", "pytest", "pytest-cover"] [[package]] name = "werkzeug" -version = "3.0.3" +version = "3.0.1" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, - {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, + {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"}, + {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"}, ] [package.dependencies] diff --git a/runtimes/mllib/poetry.lock b/runtimes/mllib/poetry.lock index 1ef7c10e8..c64147ce3 100644 --- a/runtimes/mllib/poetry.lock +++ b/runtimes/mllib/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiofiles" @@ -952,6 +952,17 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""} docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +[[package]] +name = "iniconfig" +version = "2.0.0" +description = "brain-dead simple config-ini parsing" +optional = false +python-versions = ">=3.7" +files = [ + {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, + {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, +] + [[package]] name = "mlserver" version = "1.5.0.dev1" @@ -981,6 +992,7 @@ protobuf = "*" py-grpc-prometheus = "*" pydantic = "2.7.1" pydantic-settings = "2.2.1" +pytest-lazy-fixture = "^0.6.3" python-dotenv = "*" python-multipart = "*" starlette-exporter = "*" @@ -1464,6 +1476,21 @@ sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-d test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"] xml = ["lxml (>=4.9.2)"] +[[package]] +name = "pluggy" +version = "1.5.0" +description = "plugin and hook calling mechanisms for python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, + {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, +] + +[package.extras] +dev = ["pre-commit", "tox"] +testing = ["pytest", "pytest-benchmark"] + [[package]] name = "prometheus-client" version = "0.20.0" @@ -1685,6 +1712,42 @@ mllib = ["numpy (>=1.15)"] pandas-on-spark = ["numpy (>=1.15)", "pandas (>=1.0.5)", "pyarrow (>=4.0.0)"] sql = ["numpy (>=1.15)", "pandas (>=1.0.5)", "pyarrow (>=4.0.0)"] +[[package]] +name = "pytest" +version = "8.2.0" +description = "pytest: simple powerful testing with Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pytest-8.2.0-py3-none-any.whl", hash = "sha256:1733f0620f6cda4095bbf0d9ff8022486e91892245bb9e7d5542c018f612f233"}, + {file = "pytest-8.2.0.tar.gz", hash = "sha256:d507d4482197eac0ba2bae2e9babf0672eb333017bcedaa5fb1a3d42c1174b3f"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "sys_platform == \"win32\""} +exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""} +iniconfig = "*" +packaging = "*" +pluggy = ">=1.5,<2.0" +tomli = {version = ">=1", markers = "python_version < \"3.11\""} + +[package.extras] +dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] + +[[package]] +name = "pytest-lazy-fixture" +version = "0.6.3" +description = "It helps to use fixtures in pytest.mark.parametrize" +optional = false +python-versions = "*" +files = [ + {file = "pytest-lazy-fixture-0.6.3.tar.gz", hash = "sha256:0e7d0c7f74ba33e6e80905e9bfd81f9d15ef9a790de97993e34213deb5ad10ac"}, + {file = "pytest_lazy_fixture-0.6.3-py3-none-any.whl", hash = "sha256:e0b379f38299ff27a653f03eaa69b08a6fd4484e46fd1c9907d984b9f9daeda6"}, +] + +[package.dependencies] +pytest = ">=3.2.5" + [[package]] name = "python-dateutil" version = "2.8.2" @@ -1879,6 +1942,17 @@ files = [ prometheus-client = ">=0.12" starlette = ">=0.35" +[[package]] +name = "tomli" +version = "2.0.1" +description = "A lil' TOML parser" +optional = false +python-versions = ">=3.7" +files = [ + {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"}, + {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"}, +] + [[package]] name = "tritonclient" version = "2.42.0" diff --git a/runtimes/sklearn/poetry.lock b/runtimes/sklearn/poetry.lock index 8ed7a4ead..154e39ca3 100644 --- a/runtimes/sklearn/poetry.lock +++ b/runtimes/sklearn/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiofiles" @@ -952,15 +952,26 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""} docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +[[package]] +name = "iniconfig" +version = "2.0.0" +description = "brain-dead simple config-ini parsing" +optional = false +python-versions = ">=3.7" +files = [ + {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, + {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, +] + [[package]] name = "joblib" -version = "1.4.2" +version = "1.4.0" description = "Lightweight pipelining with Python functions" optional = false python-versions = ">=3.8" files = [ - {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"}, - {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"}, + {file = "joblib-1.4.0-py3-none-any.whl", hash = "sha256:42942470d4062537be4d54c83511186da1fc14ba354961a2114da91efa9a4ed7"}, + {file = "joblib-1.4.0.tar.gz", hash = "sha256:1eb0dc091919cd384490de890cb5dfd538410a6d4b3b54eef09fb8c50b409b1c"}, ] [[package]] @@ -992,6 +1003,7 @@ protobuf = "*" py-grpc-prometheus = "*" pydantic = "2.7.1" pydantic-settings = "2.2.1" +pytest-lazy-fixture = "^0.6.3" python-dotenv = "*" python-multipart = "*" starlette-exporter = "*" @@ -1475,6 +1487,21 @@ sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-d test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"] xml = ["lxml (>=4.9.2)"] +[[package]] +name = "pluggy" +version = "1.5.0" +description = "plugin and hook calling mechanisms for python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, + {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, +] + +[package.extras] +dev = ["pre-commit", "tox"] +testing = ["pytest", "pytest-benchmark"] + [[package]] name = "prometheus-client" version = "0.20.0" @@ -1665,6 +1692,42 @@ python-dotenv = ">=0.21.0" toml = ["tomli (>=2.0.1)"] yaml = ["pyyaml (>=6.0.1)"] +[[package]] +name = "pytest" +version = "8.2.0" +description = "pytest: simple powerful testing with Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pytest-8.2.0-py3-none-any.whl", hash = "sha256:1733f0620f6cda4095bbf0d9ff8022486e91892245bb9e7d5542c018f612f233"}, + {file = "pytest-8.2.0.tar.gz", hash = "sha256:d507d4482197eac0ba2bae2e9babf0672eb333017bcedaa5fb1a3d42c1174b3f"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "sys_platform == \"win32\""} +exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""} +iniconfig = "*" +packaging = "*" +pluggy = ">=1.5,<2.0" +tomli = {version = ">=1", markers = "python_version < \"3.11\""} + +[package.extras] +dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] + +[[package]] +name = "pytest-lazy-fixture" +version = "0.6.3" +description = "It helps to use fixtures in pytest.mark.parametrize" +optional = false +python-versions = "*" +files = [ + {file = "pytest-lazy-fixture-0.6.3.tar.gz", hash = "sha256:0e7d0c7f74ba33e6e80905e9bfd81f9d15ef9a790de97993e34213deb5ad10ac"}, + {file = "pytest_lazy_fixture-0.6.3-py3-none-any.whl", hash = "sha256:e0b379f38299ff27a653f03eaa69b08a6fd4484e46fd1c9907d984b9f9daeda6"}, +] + +[package.dependencies] +pytest = ">=3.2.5" + [[package]] name = "python-dateutil" version = "2.8.2" @@ -1954,6 +2017,17 @@ files = [ {file = "threadpoolctl-3.3.0.tar.gz", hash = "sha256:5dac632b4fa2d43f42130267929af3ba01399ef4bd1882918e92dbc30365d30c"}, ] +[[package]] +name = "tomli" +version = "2.0.1" +description = "A lil' TOML parser" +optional = false +python-versions = ">=3.7" +files = [ + {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"}, + {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"}, +] + [[package]] name = "tritonclient" version = "2.42.0" diff --git a/runtimes/xgboost/poetry.lock b/runtimes/xgboost/poetry.lock index f9bcec395..521437325 100644 --- a/runtimes/xgboost/poetry.lock +++ b/runtimes/xgboost/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiofiles" @@ -952,6 +952,17 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""} docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +[[package]] +name = "iniconfig" +version = "2.0.0" +description = "brain-dead simple config-ini parsing" +optional = false +python-versions = ">=3.7" +files = [ + {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, + {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, +] + [[package]] name = "joblib" version = "1.3.2" @@ -992,6 +1003,7 @@ protobuf = "*" py-grpc-prometheus = "*" pydantic = "2.7.1" pydantic-settings = "2.2.1" +pytest-lazy-fixture = "^0.6.3" python-dotenv = "*" python-multipart = "*" starlette-exporter = "*" @@ -1475,6 +1487,21 @@ sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-d test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"] xml = ["lxml (>=4.9.2)"] +[[package]] +name = "pluggy" +version = "1.5.0" +description = "plugin and hook calling mechanisms for python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, + {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, +] + +[package.extras] +dev = ["pre-commit", "tox"] +testing = ["pytest", "pytest-benchmark"] + [[package]] name = "prometheus-client" version = "0.20.0" @@ -1665,6 +1692,42 @@ python-dotenv = ">=0.21.0" toml = ["tomli (>=2.0.1)"] yaml = ["pyyaml (>=6.0.1)"] +[[package]] +name = "pytest" +version = "8.2.0" +description = "pytest: simple powerful testing with Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pytest-8.2.0-py3-none-any.whl", hash = "sha256:1733f0620f6cda4095bbf0d9ff8022486e91892245bb9e7d5542c018f612f233"}, + {file = "pytest-8.2.0.tar.gz", hash = "sha256:d507d4482197eac0ba2bae2e9babf0672eb333017bcedaa5fb1a3d42c1174b3f"}, +] + +[package.dependencies] +colorama = {version = "*", markers = "sys_platform == \"win32\""} +exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""} +iniconfig = "*" +packaging = "*" +pluggy = ">=1.5,<2.0" +tomli = {version = ">=1", markers = "python_version < \"3.11\""} + +[package.extras] +dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] + +[[package]] +name = "pytest-lazy-fixture" +version = "0.6.3" +description = "It helps to use fixtures in pytest.mark.parametrize" +optional = false +python-versions = "*" +files = [ + {file = "pytest-lazy-fixture-0.6.3.tar.gz", hash = "sha256:0e7d0c7f74ba33e6e80905e9bfd81f9d15ef9a790de97993e34213deb5ad10ac"}, + {file = "pytest_lazy_fixture-0.6.3-py3-none-any.whl", hash = "sha256:e0b379f38299ff27a653f03eaa69b08a6fd4484e46fd1c9907d984b9f9daeda6"}, +] + +[package.dependencies] +pytest = ">=3.2.5" + [[package]] name = "python-dateutil" version = "2.8.2" @@ -1954,6 +2017,17 @@ files = [ {file = "threadpoolctl-3.3.0.tar.gz", hash = "sha256:5dac632b4fa2d43f42130267929af3ba01399ef4bd1882918e92dbc30365d30c"}, ] +[[package]] +name = "tomli" +version = "2.0.1" +description = "A lil' TOML parser" +optional = false +python-versions = ">=3.7" +files = [ + {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"}, + {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"}, +] + [[package]] name = "tritonclient" version = "2.42.0" diff --git a/tests/batching/test_hooks.py b/tests/batching/test_hooks.py index e573298c7..4e6a43203 100644 --- a/tests/batching/test_hooks.py +++ b/tests/batching/test_hooks.py @@ -16,6 +16,26 @@ async def test_batching_predict( assert len(response.outputs) == 1 +async def test_batching_predict_stream( + text_stream_model: MLModel, generate_request: InferenceRequest, caplog +): + # Force batching to be enabled + text_stream_model.settings.max_batch_size = 10 + text_stream_model.settings.max_batch_time = 0.4 + await load_batching(text_stream_model) + + async def get_stream_request(request): + yield request + + stream = text_stream_model.predict_stream(get_stream_request(generate_request)) + responses = [r async for r in stream] + + assert len(responses) > 0 + assert isinstance(responses[0], InferenceResponse) + assert len(responses[0].outputs) == 1 + assert "not supported for inference streaming" in caplog.records[0].message + + @pytest.mark.parametrize( "max_batch_size, max_batch_time", [ diff --git a/tests/conftest.py b/tests/conftest.py index 2bacfad5f..2a8c3a7e5 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -26,7 +26,7 @@ from mlserver import types, Settings, ModelSettings, MLServer from .metrics.utils import unregister_metrics -from .fixtures import SumModel, ErrorModel, SimpleModel +from .fixtures import SumModel, TextModel, TextStreamModel, ErrorModel, SimpleModel from .utils import RESTClient, get_available_ports, _pack, _get_tarball_name MIN_PYTHON_VERSION = (3, 9) @@ -191,6 +191,43 @@ async def sum_model( return await model_registry.get_model(sum_model_settings.name) +@pytest.fixture +def text_model_settings() -> ModelSettings: + return ModelSettings( + name="text-model", + implementation=TextModel, + parallel_workers=0, + parameters={"version": "v1.2.3"}, + ) + + +@pytest.fixture +async def text_model( + model_registry: MultiModelRegistry, text_model_settings: ModelSettings +) -> TextModel: + await model_registry.load(text_model_settings) + return await model_registry.get_model(text_model_settings.name) + + +@pytest.fixture +def text_stream_model_settings() -> ModelSettings: + # TODO: Enable parallel_workers once stream is supported + return ModelSettings( + name="text-stream-model", + implementation=TextStreamModel, + parallel_workers=0, + parameters={"version": "v1.2.3"}, + ) + + +@pytest.fixture +async def text_stream_model( + model_registry: MultiModelRegistry, text_stream_model_settings: ModelSettings +) -> TextModel: + await model_registry.load(text_stream_model_settings) + return await model_registry.get_model(text_stream_model_settings.name) + + @pytest.fixture def metadata_server_response() -> types.MetadataServerResponse: payload_path = os.path.join(TESTDATA_PATH, "metadata-server-response.json") @@ -209,6 +246,12 @@ def inference_request() -> types.InferenceRequest: return types.InferenceRequest.parse_file(payload_path) +@pytest.fixture +def generate_request() -> types.InferenceRequest: + payload_path = os.path.join(TESTDATA_PATH, "generate-request.json") + return types.InferenceRequest.parse_file(payload_path) + + @pytest.fixture def inference_request_invalid_datatype() -> Dict[str, Any]: payload_path = os.path.join( @@ -238,6 +281,12 @@ def settings() -> Settings: return Settings.parse_file(settings_path) +@pytest.fixture +def settings_stream() -> Settings: + settings_path = os.path.join(TESTDATA_PATH, "settings-stream.json") + return Settings.parse_file(settings_path) + + @pytest.fixture def data_plane( settings: Settings, diff --git a/tests/fixtures.py b/tests/fixtures.py index b99e9287a..a5c19a7e1 100644 --- a/tests/fixtures.py +++ b/tests/fixtures.py @@ -14,7 +14,7 @@ except ImportError: sklearn = None -from typing import Dict, List +from typing import Dict, List, AsyncIterator from mlserver import MLModel from mlserver.types import ( @@ -64,6 +64,47 @@ async def predict(self, payload: InferenceRequest) -> InferenceResponse: return response +class TextModel(MLModel): + async def predict(self, payload: InferenceRequest) -> InferenceResponse: + text = StringCodec.decode_input(payload.inputs[0])[0] + return InferenceResponse( + model_name=self._settings.name, + outputs=[ + StringCodec.encode_output( + name="output", + payload=[text], + use_bytes=True, + ), + ], + ) + + +class TextStreamModel(MLModel): + async def predict_stream( + self, payloads: AsyncIterator[InferenceRequest] + ) -> AsyncIterator[InferenceResponse]: + payload = [_ async for _ in payloads][0] + text = StringCodec.decode_input(payload.inputs[0])[0] + words = text.split(" ") + + split_text = [] + for i, word in enumerate(words): + split_text.append(word if i == 0 else " " + word) + + for word in split_text: + await asyncio.sleep(0.5) + yield InferenceResponse( + model_name=self._settings.name, + outputs=[ + StringCodec.encode_output( + name="output", + payload=[word], + use_bytes=True, + ), + ], + ) + + class ErrorModel(MLModel): error_message = "something really bad happened" diff --git a/tests/grpc/conftest.py b/tests/grpc/conftest.py index 8d8140aa9..f5c6a950d 100644 --- a/tests/grpc/conftest.py +++ b/tests/grpc/conftest.py @@ -58,6 +58,12 @@ def model_infer_request() -> pb.ModelInferRequest: return _read_testdata_pb(payload_path, pb.ModelInferRequest) +@pytest.fixture +def model_generate_request() -> pb.ModelInferRequest: + payload_path = os.path.join(TESTDATA_GRPC_PATH, "model-generate-request.json") + return _read_testdata_pb(payload_path, pb.ModelInferRequest) + + @pytest.fixture def model_infer_request_invalid_datatype() -> pb.ModelInferRequest: payload_path = os.path.join( diff --git a/tests/grpc/test_servicers.py b/tests/grpc/test_servicers.py index 67eb382e6..618c386f3 100644 --- a/tests/grpc/test_servicers.py +++ b/tests/grpc/test_servicers.py @@ -1,5 +1,6 @@ -import pytest import grpc +import pytest +from pytest_lazyfixture import lazy_fixture from mlserver.cloudevents import ( @@ -74,13 +75,48 @@ async def test_model_infer( model_infer_request.ClearField("model_version") prediction = await inference_service_stub.ModelInfer(model_infer_request) - expected = pb.InferTensorContents(int64_contents=[6]) assert len(prediction.outputs) == 1 assert prediction.outputs[0].contents == expected +@pytest.mark.parametrize("settings", [lazy_fixture("settings_stream")]) +@pytest.mark.parametrize( + "sum_model_settings", [lazy_fixture("text_stream_model_settings")] +) +@pytest.mark.parametrize("sum_model", [lazy_fixture("text_stream_model")]) +@pytest.mark.parametrize( + "model_name,model_version", + [("text-stream-model", "v1.2.3"), ("text-stream-model", None)], +) +async def test_model_stream_infer( + inference_service_stub, + model_generate_request, + model_name, + model_version, +): + model_generate_request.model_name = model_name + if model_version is not None: + model_generate_request.model_version = model_version + else: + model_generate_request.ClearField("model_version") + + i = -1 + text = ["What", " is", " the", " capital", " of", " France?"] + + async def get_stream_request(request): + yield request + + async for prediction in inference_service_stub.ModelStreamInfer( + get_stream_request(model_generate_request) + ): + i += 1 + expected = pb.InferTensorContents(bytes_contents=[text[i].encode()]) + assert len(prediction.outputs) == 1 + assert prediction.outputs[0].contents == expected + + async def test_model_infer_raw_contents(inference_service_stub, model_infer_request): # Prepare request with raw contents for input_tensor in model_infer_request.inputs: @@ -142,6 +178,26 @@ async def test_model_infer_error(inference_service_stub, model_infer_request): assert err.value.details() == "Model my-model with version v1.2.3 not found" +@pytest.mark.parametrize("settings", [lazy_fixture("settings_stream")]) +@pytest.mark.parametrize( + "sum_model_settings", [lazy_fixture("text_stream_model_settings")] +) +@pytest.mark.parametrize("sum_model", [lazy_fixture("text_stream_model")]) +async def test_model_stream_infer_error(inference_service_stub, model_generate_request): + async def get_stream_request(request): + yield request + + with pytest.raises(grpc.RpcError) as err: + model_generate_request.model_name = "my-model" + async for _ in inference_service_stub.ModelStreamInfer( + get_stream_request(model_generate_request) + ): + pass + + assert err.value.code() == grpc.StatusCode.NOT_FOUND + assert err.value.details() == "Model my-model with version v1.2.3 not found" + + async def test_model_repository_index( inference_service_stub, grpc_repository_index_request, diff --git a/tests/handlers/test_dataplane.py b/tests/handlers/test_dataplane.py index d1c957fe9..2871f81b7 100644 --- a/tests/handlers/test_dataplane.py +++ b/tests/handlers/test_dataplane.py @@ -96,6 +96,23 @@ async def test_infer(data_plane, sum_model, inference_request): assert prediction.outputs[0].data == TensorData(root=[6]) +async def test_infer_stream(data_plane, text_stream_model, generate_request): + async def streamed_request(request): + yield request + + stream = data_plane.infer_stream( + payloads=streamed_request(generate_request), + name=text_stream_model.name, + version=text_stream_model.version, + ) + + completion = [tok async for tok in stream] + assert len(completion) == 6 + + concat_completion = b"".join([tok.outputs[0].data.root[0] for tok in completion]) + assert concat_completion == b"What is the capital of France?" + + async def test_infer_error_not_ready(data_plane, sum_model, inference_request): sum_model.ready = False with pytest.raises(ModelNotReady): diff --git a/tests/rest/test_endpoints.py b/tests/rest/test_endpoints.py index bd3928512..f74e77cdc 100644 --- a/tests/rest/test_endpoints.py +++ b/tests/rest/test_endpoints.py @@ -1,13 +1,20 @@ import pytest +from pytest_lazyfixture import lazy_fixture from typing import Optional +from httpx import AsyncClient +from httpx_sse import aconnect_sse from mlserver import __version__ +from mlserver.settings import ModelSettings +from mlserver.model import MLModel from mlserver.types import ( + InferenceRequest, InferenceResponse, MetadataServerResponse, MetadataModelResponse, TensorData, + RepositoryIndexRequest, ) from mlserver.cloudevents import ( CLOUDEVENTS_HEADER_SPECVERSION_DEFAULT, @@ -15,28 +22,28 @@ ) -async def test_live(rest_client): +async def test_live(rest_client: AsyncClient): endpoint = "/v2/health/live" response = await rest_client.get(endpoint) assert response.status_code == 200 -async def test_ready(rest_client): +async def test_ready(rest_client: AsyncClient): endpoint = "/v2/health/ready" response = await rest_client.get(endpoint) assert response.status_code == 200 -async def test_model_ready(rest_client, sum_model): +async def test_model_ready(rest_client: AsyncClient, sum_model: MLModel): endpoint = f"/v2/models/{sum_model.name}/versions/{sum_model.version}/ready" response = await rest_client.get(endpoint) assert response.status_code == 200 -async def test_metadata(rest_client): +async def test_metadata(rest_client: AsyncClient): endpoint = "/v2" response = await rest_client.get(endpoint) @@ -47,7 +54,7 @@ async def test_metadata(rest_client): assert metadata.extensions == [] -async def test_openapi(rest_client): +async def test_openapi(rest_client: AsyncClient): endpoint = "/v2/docs" response = await rest_client.get(endpoint) @@ -55,7 +62,7 @@ async def test_openapi(rest_client): assert "html" in response.headers["content-type"] -async def test_docs(rest_client): +async def test_docs(rest_client: AsyncClient): endpoint = "/v2/docs/dataplane.json" response = await rest_client.get(endpoint) @@ -63,7 +70,9 @@ async def test_docs(rest_client): assert "openapi" in response.json() -async def test_model_metadata(rest_client, sum_model_settings): +async def test_model_metadata( + rest_client: AsyncClient, sum_model_settings: ModelSettings +): endpoint = f"v2/models/{sum_model_settings.name}" response = await rest_client.get(endpoint) @@ -79,7 +88,7 @@ async def test_model_metadata(rest_client, sum_model_settings): "model_name,model_version", [("sum-model", "v1.2.3"), ("sum-model", None)] ) async def test_model_openapi( - rest_client, model_name: str, model_version: Optional[str] + rest_client: AsyncClient, model_name: str, model_version: Optional[str] ): endpoint = f"/v2/models/{model_name}/docs/dataplane.json" if model_version is not None: @@ -95,7 +104,9 @@ async def test_model_openapi( @pytest.mark.parametrize( "model_name,model_version", [("sum-model", "v1.2.3"), ("sum-model", None)] ) -async def test_model_docs(rest_client, model_name: str, model_version: Optional[str]): +async def test_model_docs( + rest_client: AsyncClient, model_name: str, model_version: Optional[str] +): endpoint = f"/v2/models/{model_name}/docs" if model_version is not None: endpoint = f"/v2/models/{model_name}/versions/{model_version}/docs" @@ -109,16 +120,16 @@ async def test_model_docs(rest_client, model_name: str, model_version: Optional[ "model_name,model_version", [("sum-model", "v1.2.3"), ("sum-model", None)] ) async def test_infer( - rest_client, - inference_request, - model_name, - model_version, + rest_client: AsyncClient, + inference_request: InferenceRequest, + model_name: str, + model_version: Optional[str], ): endpoint = f"/v2/models/{model_name}/infer" if model_version is not None: endpoint = f"/v2/models/{model_name}/versions/{model_version}/infer" - response = await rest_client.post(endpoint, json=inference_request.model_dump()) + response = await rest_client.post(endpoint, json=inference_request.model_dump()) assert response.status_code == 200 prediction = InferenceResponse.model_validate(response.json()) @@ -126,10 +137,58 @@ async def test_infer( assert prediction.outputs[0].data == TensorData(root=[6]) +@pytest.mark.parametrize("sum_model", [lazy_fixture("text_model")]) +@pytest.mark.parametrize( + "model_name,model_version", [("text-model", "v1.2.3"), ("text-model", None)] +) +async def test_generate( + rest_client: AsyncClient, + generate_request: InferenceRequest, + model_name: str, + model_version: Optional[str], +): + endpoint = f"/v2/models/{model_name}/generate" + if model_version is not None: + endpoint = f"/v2/models/{model_name}/versions/{model_version}/generate" + + response = await rest_client.post(endpoint, json=generate_request.model_dump()) + assert response.status_code == 200 + + prediction = InferenceResponse.model_validate(response.json()) + assert len(prediction.outputs) == 1 + assert prediction.outputs[0].data == TensorData( + root=["What is the capital of France?"] + ) + + +@pytest.mark.parametrize("settings", [lazy_fixture("settings_stream")]) +@pytest.mark.parametrize("sum_model", [lazy_fixture("text_stream_model")]) +@pytest.mark.parametrize("endpoint", ["generate_stream", "infer_stream"]) +async def test_generate_stream( + rest_client: AsyncClient, + generate_request: InferenceRequest, + text_stream_model: MLModel, + endpoint: str, +): + endpoint = f"/v2/models/{text_stream_model.name}/{endpoint}" + conn = aconnect_sse( + rest_client, "POST", endpoint, json=generate_request.model_dump() + ) + ref_text = ["What", " is", " the", " capital", " of", " France?"] + + async with conn as stream: + i = 0 + async for response in stream.aiter_sse(): + prediction = InferenceResponse.model_validate(response.json()) + assert len(prediction.outputs) == 1 + assert prediction.outputs[0].data == TensorData(root=[ref_text[i]]) + i += 1 + + async def test_infer_headers( - rest_client, - inference_request, - sum_model_settings, + rest_client: AsyncClient, + inference_request: InferenceRequest, + sum_model_settings: ModelSettings, ): endpoint = f"/v2/models/{sum_model_settings.name}/infer" response = await rest_client.post( @@ -147,15 +206,20 @@ async def test_infer_headers( ) -async def test_infer_error(rest_client, inference_request): - endpoint = "/v2/models/my-model/versions/v0/infer" +@pytest.mark.parametrize("endpoint", ["infer", "generate"]) +async def test_infer_error( + rest_client: AsyncClient, inference_request: InferenceRequest, endpoint: str +): + endpoint = f"/v2/models/my-model/versions/v0/{endpoint}" response = await rest_client.post(endpoint, json=inference_request.model_dump()) assert response.status_code == 404 assert response.json()["error"] == "Model my-model with version v0 not found" -async def test_model_repository_index(rest_client, repository_index_request): +async def test_model_repository_index( + rest_client: AsyncClient, repository_index_request: RepositoryIndexRequest +): endpoint = "/v2/repository/index" response = await rest_client.post( endpoint, json=repository_index_request.model_dump() @@ -167,7 +231,9 @@ async def test_model_repository_index(rest_client, repository_index_request): assert len(models) == 1 -async def test_model_repository_unload(rest_client, sum_model_settings): +async def test_model_repository_unload( + rest_client: AsyncClient, sum_model_settings: ModelSettings +): endpoint = f"/v2/repository/models/{sum_model_settings.name}/unload" response = await rest_client.post(endpoint) @@ -178,8 +244,8 @@ async def test_model_repository_unload(rest_client, sum_model_settings): async def test_model_repository_load( - rest_client, - sum_model_settings, + rest_client: AsyncClient, + sum_model_settings: ModelSettings, ): await rest_client.post(f"/v2/repository/models/{sum_model_settings.name}/unload") @@ -192,7 +258,9 @@ async def test_model_repository_load( assert model_metadata.status_code == 200 -async def test_model_repository_load_error(rest_client, sum_model_settings): +async def test_model_repository_load_error( + rest_client: AsyncClient, sum_model_settings: ModelSettings +): endpoint = "/v2/repository/models/my-model/load" response = await rest_client.post(endpoint) diff --git a/tests/rest/test_responses.py b/tests/rest/test_responses.py new file mode 100644 index 000000000..81c155e7d --- /dev/null +++ b/tests/rest/test_responses.py @@ -0,0 +1,13 @@ +from mlserver.types import InferenceRequest + +from mlserver.rest.responses import ServerSentEvent + + +def test_sse_encode(inference_request: InferenceRequest): + sse = ServerSentEvent(inference_request) + encoded = sse.encode() + as_string = encoded.decode("utf-8") + + expected_json = inference_request.model_dump_json().replace(" ", "") + expected = f"data: {expected_json}\n\n" + assert as_string == expected diff --git a/tests/test_model.py b/tests/test_model.py index 85ccd4af6..8f9fd5665 100644 --- a/tests/test_model.py +++ b/tests/test_model.py @@ -1,4 +1,5 @@ import pytest +import inspect import numpy as np import pandas as pd @@ -10,6 +11,45 @@ from mlserver.codecs.pandas import PandasCodec from mlserver.model import MLModel +from .fixtures import TextModel, TextStreamModel + + +async def stream_generator(generate_request): + yield generate_request + + +async def test_predict_stream_fallback( + text_model: TextModel, + generate_request: InferenceRequest, +): + generator = text_model.predict_stream(stream_generator(generate_request)) + assert inspect.isasyncgen(generator) + + responses = [] + async for response in generator: + responses.append(response) + + assert len(responses) == 1 + assert len(responses[0].outputs) > 0 + + +async def test_predict_stream( + text_stream_model: TextStreamModel, + generate_request: InferenceRequest, +): + generator = text_stream_model.predict_stream(stream_generator(generate_request)) + assert inspect.isasyncgen(generator) + + responses = [] + async for response in generator: + responses.append(response) + + ref_text = ["What", " is", " the", " capital", " of", " France?"] + assert len(responses) == len(ref_text) + + for idx in range(len(ref_text)): + assert ref_text[idx] == StringCodec.decode_output(responses[idx].outputs[0])[0] + @pytest.mark.parametrize( "request_input,expected", diff --git a/tests/testdata/generate-request.json b/tests/testdata/generate-request.json new file mode 100644 index 000000000..bebe5ef77 --- /dev/null +++ b/tests/testdata/generate-request.json @@ -0,0 +1,18 @@ +{ + "inputs": [ + { + "name": "prompt", + "shape": [1], + "datatype": "BYTES", + "data": ["What is the capital of France?"], + "parameters": { + "content_type": "str" + } + } + ], + "outputs": [ + { + "name": "output" + } + ] +} diff --git a/tests/testdata/grpc/model-generate-request.json b/tests/testdata/grpc/model-generate-request.json new file mode 100644 index 000000000..6661fd26c --- /dev/null +++ b/tests/testdata/grpc/model-generate-request.json @@ -0,0 +1,19 @@ +{ + "model_name": "text-model", + "model_version": "v1.2.3", + "inputs": [ + { + "name": "prompt", + "datatype": "BYTES", + "shape": [1, 1], + "contents": { + "bytes_contents": ["V2hhdCBpcyB0aGUgY2FwaXRhbCBvZiBGcmFuY2U/"] + } + } + ], + "outputs":[ + { + "name": "output" + } + ] +} diff --git a/tests/testdata/settings-stream.json b/tests/testdata/settings-stream.json new file mode 100644 index 000000000..6727d5b59 --- /dev/null +++ b/tests/testdata/settings-stream.json @@ -0,0 +1,10 @@ +{ + "debug": true, + "host": "127.0.0.1", + "parallel_workers": 0, + "gzip_enabled": false, + "metrics_endpoint": null, + "cors_settings": { + "allow_origins": ["*"] + } +} From fcce13673efea97314089f3a98065caafde72e71 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Thu, 23 May 2024 12:19:49 +0100 Subject: [PATCH 076/171] Re-generate license info (#1779) --- licenses/license.txt | 59 +++++++++++++++++++++++++-- licenses/license_info.csv | 8 ++-- licenses/license_info.no_versions.csv | 2 + 3 files changed, 63 insertions(+), 6 deletions(-) diff --git a/licenses/license.txt b/licenses/license.txt index 7a815afd3..7c1cdd139 100644 --- a/licenses/license.txt +++ b/licenses/license.txt @@ -115,7 +115,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. Jinja2 -3.1.4 +3.1.3 BSD License Copyright 2007 Pallets @@ -288,7 +288,7 @@ SOFTWARE. Werkzeug -3.0.3 +3.0.1 BSD License Copyright 2007 Pallets @@ -6623,6 +6623,32 @@ Redistribution and use in source and binary forms, with or without modification, THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +httpx-sse +0.3.1 +MIT +MIT License + +Copyright (c) 2022 Florimond Manca + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + + huggingface-hub 0.21.3 Apache Software License @@ -23378,6 +23404,33 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +pytest-lazy-fixture +0.6.3 +MIT License + +The MIT License (MIT) + +Copyright (c) 2016 Marsel Zaripov + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. + + pytest-mock 3.12.0 MIT License @@ -33812,7 +33865,7 @@ SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. tqdm -4.66.3 +4.66.2 MIT License; Mozilla Public License 2.0 (MPL 2.0) `tqdm` is a product of collaborative work. Unless otherwise stated, all authors (see commit logs) retain copyright diff --git a/licenses/license_info.csv b/licenses/license_info.csv index c6a8df019..611a254fc 100644 --- a/licenses/license_info.csv +++ b/licenses/license_info.csv @@ -3,13 +3,13 @@ "Deprecated","1.2.14","MIT License" "Flask","3.0.2","BSD License" "GitPython","3.1.42","BSD License" -"Jinja2","3.1.4","BSD License" +"Jinja2","3.1.3","BSD License" "Mako","1.3.2","MIT License" "Markdown","3.5.2","BSD License" "MarkupSafe","2.1.5","BSD License" "PyYAML","6.0.1","MIT License" "SQLAlchemy","2.0.27","MIT License" -"Werkzeug","3.0.3","BSD License" +"Werkzeug","3.0.1","BSD License" "absl-py","2.1.0","Apache Software License" "aiofiles","23.2.1","Apache Software License" "aiohttp","3.9.4","Apache Software License" @@ -89,6 +89,7 @@ "h5py","3.10.0","BSD License" "httpcore","1.0.4","BSD License" "httpx","0.27.0","BSD License" +"httpx-sse","0.3.1","MIT" "huggingface-hub","0.21.3","Apache Software License" "humanfriendly","10.0","MIT License" "idna","3.7","BSD License" @@ -187,6 +188,7 @@ "pytest","7.4.4","MIT License" "pytest-asyncio","0.21.1","Apache Software License" "pytest-cases","3.8.5","BSD License" +"pytest-lazy-fixture","0.6.3","MIT License" "pytest-mock","3.12.0","MIT License" "pytest-xdist","3.5.0","MIT License" "python-dateutil","2.8.2","Apache Software License; BSD License" @@ -240,7 +242,7 @@ "torchmetrics","1.3.1","Apache Software License" "torchvision","0.17.1","BSD" "tox","4.14.2","MIT License" -"tqdm","4.66.3","MIT License; Mozilla Public License 2.0 (MPL 2.0)" +"tqdm","4.66.2","MIT License; Mozilla Public License 2.0 (MPL 2.0)" "transformers","4.40.1","Apache Software License" "triton","2.2.0","MIT License" "tritonclient","2.42.0","BSD License" diff --git a/licenses/license_info.no_versions.csv b/licenses/license_info.no_versions.csv index 04afafa50..75b9e75b0 100644 --- a/licenses/license_info.no_versions.csv +++ b/licenses/license_info.no_versions.csv @@ -89,6 +89,7 @@ "h5py","BSD License" "httpcore","BSD License" "httpx","BSD License" +"httpx-sse","MIT" "huggingface-hub","Apache Software License" "humanfriendly","MIT License" "idna","BSD License" @@ -187,6 +188,7 @@ "pytest","MIT License" "pytest-asyncio","Apache Software License" "pytest-cases","BSD License" +"pytest-lazy-fixture","MIT License" "pytest-mock","MIT License" "pytest-xdist","MIT License" "python-dateutil","Apache Software License; BSD License" From ab1f3f746ddf56bcacc1c657aa283ba504e982d0 Mon Sep 17 00:00:00 2001 From: Jesse Claven Date: Thu, 30 May 2024 14:50:32 +0100 Subject: [PATCH 077/171] build: Lock GitHub runners' OS (#1765) * build: Lock GitHub runners' OS This was motivated by our macOS jobs failing [2] because colima is missing. It looks like this is because the latest versions of the macOS runner no longer have colima installed by default [1]. colima is now explicitly installed. [1] https://github.com/actions/runner-images/issues/6216 [2] `/Users/runner/work/_temp/f19ffbff-27a9-4fc7-80b6-97791d2de141.sh: line 9: colima: command not found` * build: Lock Colima * build: Move macOS Docker installation to script * build: Move macOS libomp activation to script * build: Use latest Colima The > 0.6.0 releases actually fix the issue we have linked [1][2][3]. [1] abiosoft/colima#577 [2] https://github.com/jesse-c/MLServer/blob/c3acd60995a72141027eff506e4fd330fe824179/hack/install-docker-macos.sh#L18-L20 [3] > Switch to new user-v2 network. Fixes abiosoft/colima#648, abiosoft/colima#603, abiosoft/colima#577, abiosoft/colima#779, abiosoft/colima#137, abiosoft/colima#740. --- .github/workflows/tests.yml | 121 +++++++++++++++++++--------------- hack/activate-libomp-macos.sh | 6 ++ hack/install-docker-macos.sh | 24 +++++++ 3 files changed, 99 insertions(+), 52 deletions(-) create mode 100755 hack/activate-libomp-macos.sh create mode 100755 hack/install-docker-macos.sh diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 55bf2ebf5..aec13497e 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -15,7 +15,7 @@ jobs: matrix: python-version: ["3.9", "3.10"] target: ["dataplane", "model-repository"] - runs-on: ubuntu-latest + runs-on: ubuntu-22.04 steps: - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} @@ -36,8 +36,10 @@ jobs: lint: strategy: matrix: - python-version: ["3.9", "3.10"] - runs-on: ubuntu-latest + python-version: + - "3.9" + - "3.10" + runs-on: ubuntu-22.04 steps: - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} @@ -57,33 +59,30 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-latest, macos-latest] + os: + - ubuntu-22.04 + - macos-13 # NOTE: There's no pre-built `grpcio` wheel for Python 3.11 yet # https://github.com/grpc/grpc/issues/32454 - python-version: ["3.9", "3.10"] + python-version: + - "3.9" + - "3.10" is-pr: - ${{ github.event_name == 'pull_request' }} exclude: # MacOS tests take a lot of time, so we will run them only on merge # From https://github.com/orgs/community/discussions/26253 - is-pr: true - os: macos-latest + os: macos-13 runs-on: ${{ matrix.os }} steps: - - name: Setup docker (missing on MacOS) - if: runner.os == 'macos' - run: | - # From https://github.com/actions/runner-images/issues/17#issuecomment-1537238473 - # From https://github.com/abiosoft/colima/discussions/273#discussioncomment-4959736 - # NOTE: Use the `slirp` driver rather than the default to avoid - # random connection errors. - # From https://github.com/abiosoft/colima/issues/577 - brew install docker docker-buildx - mkdir -p $HOME/.docker/cli-plugins - ln -sfn $(which docker-buildx) $HOME/.docker/cli-plugins/docker-buildx - colima start --memory 5 --network-driver slirp - sudo ln -sf $HOME/.colima/default/docker.sock /var/run/docker.sock - uses: actions/checkout@v4 + - name: Setup Docker (missing on MacOS) + if: runner.os == 'macos' + run: ./hack/install-docker-macos.sh + - name: Install OpenMP (in MacOS) + if: runner.os == 'macOS' + run: brew install libomp - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v5 with: @@ -97,16 +96,28 @@ jobs: with: virtualenvs-create: false - name: Install Dependencies - run: poetry install --sync --only dev + run: | + if [[ ${{ runner.os == 'macOS' }} ]]; then + source ./hack/activate-libomp-macos.sh + fi + poetry install --sync --only dev - name: Test - run: tox -e mlserver + run: | + if [[ ${{ runner.os == 'macOS' }} ]]; then + source ./hack/activate-libomp-macos.sh + fi + tox -e mlserver runtimes: strategy: fail-fast: false matrix: - os: [ubuntu-latest, macos-latest] - python-version: ["3.9", "3.10"] + os: + - ubuntu-22.04 + - macos-13 + python-version: + - "3.9" + - "3.10" tox-environment: - sklearn - xgboost @@ -122,10 +133,13 @@ jobs: # MacOS tests take a lot of time, so we will run them only on merge # From https://github.com/orgs/community/discussions/26253 - is-pr: true - os: macos-latest + os: macos-13 runs-on: ${{ matrix.os }} steps: - uses: actions/checkout@v4 + - name: Install OpenMP (in MacOS) + if: runner.os == 'macOS' + run: brew install libomp - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v5 with: @@ -139,9 +153,17 @@ jobs: with: virtualenvs-create: false - name: Install Dependencies - run: poetry install --sync --only dev + run: | + if [[ ${{ runner.os == 'macOS' }} ]]; then + source ./hack/activate-libomp-macos.sh + fi + poetry install --sync --only dev - name: Test - run: tox -c ./runtimes/${{ matrix.tox-environment }} + run: | + if [[ ${{ runner.os == 'macOS' }} ]]; then + source ./hack/activate-libomp-macos.sh + fi + tox -c ./runtimes/${{ matrix.tox-environment }} # Ensure that having all the runtimes installed together works all-runtimes: @@ -149,8 +171,12 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-latest, macos-latest] - python-version: ["3.9", "3.10"] + os: + - ubuntu-22.04 + - macos-13 + python-version: + - "3.9" + - "3.10" runs-on: ${{ matrix.os }} steps: - name: Maximize build space @@ -164,30 +190,13 @@ jobs: remove-docker-images: 'true' overprovision-lvm: 'true' swap-size-mb: 1024 - - name: Setup docker (missing on MacOS) + - uses: actions/checkout@v4 + - name: Setup Docker (missing on MacOS) if: runner.os == 'macOS' - run: | - # From https://github.com/actions/runner-images/issues/17#issuecomment-1537238473 - # From https://github.com/abiosoft/colima/discussions/273#discussioncomment-4959736 - # NOTE: Use the `slirp` driver rather than the default to avoid - # random connection errors. - # From https://github.com/abiosoft/colima/issues/577 - brew install docker docker-buildx - mkdir -p $HOME/.docker/cli-plugins - ln -sfn $(which docker-buildx) $HOME/.docker/cli-plugins/docker-buildx - colima start --memory 5 --network-driver slirp - sudo ln -sf $HOME/.colima/default/docker.sock /var/run/docker.sock - - name: Downgrade OpenMP (in MacOS) + run: ./hack/install-docker-macos.sh + - name: Install OpenMP (in MacOS) if: runner.os == 'macOS' - run: | - # Recent versions of OpenMP cause segfaults in MacOS when training - # LightGBM / XGBoost models (but only when Torch is present) - # https://github.com/microsoft/LightGBM/issues/4229 - # https://github.com/autogluon/autogluon/issues/1442 - wget https://raw.githubusercontent.com/Homebrew/homebrew-core/fb8323f2b170bd4ae97e1bac9bf3e2983af3fdb0/Formula/libomp.rb - brew unlink libomp - brew install libomp.rb - - uses: actions/checkout@v4 + run: brew install libomp - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v5 with: @@ -201,6 +210,14 @@ jobs: with: virtualenvs-create: false - name: Install Dependencies - run: poetry install --sync --only dev + run: | + if [[ ${{ runner.os == 'macOS' }} ]]; then + source ./hack/activate-libomp-macos.sh + fi + poetry install --sync --only dev - name: Test - run: tox -e all-runtimes + run: | + if [[ ${{ runner.os == 'macOS' }} ]]; then + source ./hack/activate-libomp-macos.sh + fi + tox -e all-runtimes diff --git a/hack/activate-libomp-macos.sh b/hack/activate-libomp-macos.sh new file mode 100755 index 000000000..6b3813c19 --- /dev/null +++ b/hack/activate-libomp-macos.sh @@ -0,0 +1,6 @@ +#!/usr/bin/env bash + +set -Eeuo pipefail + +export LDFLAGS="-L/usr/local/opt/libomp/lib" +export CPPFLAGS="-I/usr/local/opt/libomp/include" diff --git a/hack/install-docker-macos.sh b/hack/install-docker-macos.sh new file mode 100755 index 000000000..87e5b6fbe --- /dev/null +++ b/hack/install-docker-macos.sh @@ -0,0 +1,24 @@ +#!/usr/bin/env bash + +set -Eeuo pipefail + +# Install Docker +# From https://github.com/actions/runner-images/issues/17#issuecomment-1537238473 +# From https://github.com/abiosoft/colima/discussions/273#discussioncomment-4959736 +brew install docker docker-buildx +mkdir -p $HOME/.docker/cli-plugins +ln -sfn $(which docker-buildx) $HOME/.docker/cli-plugins/docker-buildx + +# Install Lima +brew install lima +# Don't explicitly start Lima here (e.g. with `limactl start`). +# Let Colina do that, otherwise, # Colima seems to hang +# waiting for the SSH requirement to be met. + +# Install Colima +sudo mkdir -p /usr/local/bin +sudo curl -L -o /usr/local/bin/colima https://github.com/abiosoft/colima/releases/download/v0.6.9/colima-Darwin-x86_64 && sudo chmod +x /usr/local/bin/colima +colima start --memory 5 --runtime docker + +# Link Colima and Docker +sudo ln -sf $HOME/.colima/default/docker.sock /var/run/docker.sock From 4c3361c7052754daaa084388206962c33115febc Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Tue, 4 Jun 2024 10:26:53 +0100 Subject: [PATCH 078/171] Removed text-model form benchmarking dir (#1790) --- .../models/text-model/model-settings.json | 22 --------- .../models/text-model/settings.json | 6 --- .../models/text-model/text_model.py | 45 ------------------- 3 files changed, 73 deletions(-) delete mode 100644 benchmarking/testserver/models/text-model/model-settings.json delete mode 100644 benchmarking/testserver/models/text-model/settings.json delete mode 100644 benchmarking/testserver/models/text-model/text_model.py diff --git a/benchmarking/testserver/models/text-model/model-settings.json b/benchmarking/testserver/models/text-model/model-settings.json deleted file mode 100644 index 12eed8415..000000000 --- a/benchmarking/testserver/models/text-model/model-settings.json +++ /dev/null @@ -1,22 +0,0 @@ -{ - "name": "text-model", - - "implementation": "text_model.TextModel", - - "versions": ["text-model/v1.2.3"], - "platform": "mlserver", - "inputs": [ - { - "datatype": "BYTES", - "name": "prompt", - "shape": [1] - } - ], - "outputs": [ - { - "datatype": "BYTES", - "name": "output", - "shape": [1] - } - ] -} diff --git a/benchmarking/testserver/models/text-model/settings.json b/benchmarking/testserver/models/text-model/settings.json deleted file mode 100644 index b5af111b4..000000000 --- a/benchmarking/testserver/models/text-model/settings.json +++ /dev/null @@ -1,6 +0,0 @@ -{ - "debug": false, - "parallel_workers": 0, - "gzip_enabled": false, - "metrics_endpoint": null -} diff --git a/benchmarking/testserver/models/text-model/text_model.py b/benchmarking/testserver/models/text-model/text_model.py deleted file mode 100644 index 4475b3c92..000000000 --- a/benchmarking/testserver/models/text-model/text_model.py +++ /dev/null @@ -1,45 +0,0 @@ -import asyncio -from typing import AsyncIterator -from mlserver import MLModel -from mlserver.types import InferenceRequest, InferenceResponse -from mlserver.codecs import StringCodec - - -class TextModel(MLModel): - - async def predict(self, payload: InferenceRequest) -> InferenceResponse: - text = StringCodec.decode_input(payload.inputs[0])[0] - return InferenceResponse( - model_name=self._settings.name, - outputs=[ - StringCodec.encode_output( - name="output", - payload=[text], - use_bytes=True, - ), - ], - ) - - async def predict_stream( - self, payloads: AsyncIterator[InferenceRequest] - ) -> AsyncIterator[InferenceResponse]: - payload = [_ async for _ in payloads][0] - text = StringCodec.decode_input(payload.inputs[0])[0] - words = text.split(" ") - - split_text = [] - for i, word in enumerate(words): - split_text.append(word if i == 0 else " " + word) - - for word in split_text: - await asyncio.sleep(0.5) - yield InferenceResponse( - model_name=self._settings.name, - outputs=[ - StringCodec.encode_output( - name="output", - payload=[word], - use_bytes=True, - ), - ], - ) From 9950e1f9d682cd12847218e51777a4199165798b Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 5 Jun 2024 10:19:09 +0100 Subject: [PATCH 079/171] build(deps): bump mlflow from 2.13.0 to 2.13.1 in /runtimes/mlflow (#1788) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.13.0 to 2.13.1. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](https://github.com/mlflow/mlflow/compare/v2.13.0...v2.13.1) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 11 ++++++----- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 7 insertions(+), 6 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 00333ed3b..6b95b55ce 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 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 = "aiofiles" @@ -1806,13 +1806,13 @@ python-dateutil = ">=2.7" [[package]] name = "mlflow" -version = "2.13.0" +version = "2.13.1" description = "MLflow is an open source platform for the complete machine learning lifecycle" optional = false python-versions = ">=3.8" files = [ - {file = "mlflow-2.13.0-py3-none-any.whl", hash = "sha256:0e568a353e57e4bd44b79ea646e46882431804862ab8040469376a0ff29737e3"}, - {file = "mlflow-2.13.0.tar.gz", hash = "sha256:5ac62430d4dc863b3bafdf7b59cfc9a31ab18878c1c0ff687d8783fdc08a0659"}, + {file = "mlflow-2.13.1-py3-none-any.whl", hash = "sha256:403b235a0a06cbfb5eb0038d8d946c0f97a24d579ba1247e4a2c5c03830843d4"}, + {file = "mlflow-2.13.1.tar.gz", hash = "sha256:ece1b0baef69da5ff03e4687009417481790544ec64a3821bdcc1cc1513b12d3"}, ] [package.dependencies] @@ -1857,6 +1857,7 @@ extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage ( gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] jfrog = ["mlflow-jfrog-plugin"] +langchain = ["langchain (>=0.1.4,<=0.2.1)"] sqlserver = ["mlflow-dbstore"] xethub = ["mlflow-xethub"] @@ -4117,4 +4118,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "f7a63841735eb00a624a3768a03a4963f9ccc0a4b266a799d5e49c55ff53ac96" +content-hash = "2087124bbbc0b98d03b7a2a4edf64a7e66df2fcbe407c5d49781a0c116a54e74" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index ed447e432..e61d953a6 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -18,7 +18,7 @@ torch = "2.2.1" pytorch-lightning = "2.2.4" torchmetrics = "1.4.0.post0" torchvision = "0.17.1" -mlflow = "2.13.0" +mlflow = "2.13.1" [build-system] requires = ["poetry-core"] From 1f383a6c6e0fb17825f8472574781303acca54bf Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Wed, 5 Jun 2024 11:51:18 +0100 Subject: [PATCH 080/171] Bumped mlflow to 2.13.1 and gunicorn to 22.0.0 (#1791) * Bumpled mlflow to 2.13.1 * Bumped gunicorn to 22.0.0 --- poetry.lock | 30 ++++++++++++++++++------------ pyproject.toml | 2 +- runtimes/mlflow/poetry.lock | 13 +++++++------ 3 files changed, 26 insertions(+), 19 deletions(-) diff --git a/poetry.lock b/poetry.lock index f16e742ce..3b608a83f 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. [[package]] name = "absl-py" @@ -2341,22 +2341,23 @@ setuptools = "*" [[package]] name = "gunicorn" -version = "21.2.0" +version = "22.0.0" description = "WSGI HTTP Server for UNIX" optional = false -python-versions = ">=3.5" +python-versions = ">=3.7" files = [ - {file = "gunicorn-21.2.0-py3-none-any.whl", hash = "sha256:3213aa5e8c24949e792bcacfc176fef362e7aac80b76c56f6b5122bf350722f0"}, - {file = "gunicorn-21.2.0.tar.gz", hash = "sha256:88ec8bff1d634f98e61b9f65bc4bf3cd918a90806c6f5c48bc5603849ec81033"}, + {file = "gunicorn-22.0.0-py3-none-any.whl", hash = "sha256:350679f91b24062c86e386e198a15438d53a7a8207235a78ba1b53df4c4378d9"}, + {file = "gunicorn-22.0.0.tar.gz", hash = "sha256:4a0b436239ff76fb33f11c07a16482c521a7e09c1ce3cc293c2330afe01bec63"}, ] [package.dependencies] packaging = "*" [package.extras] -eventlet = ["eventlet (>=0.24.1)"] +eventlet = ["eventlet (>=0.24.1,!=0.36.0)"] gevent = ["gevent (>=1.4.0)"] setproctitle = ["setproctitle"] +testing = ["coverage", "eventlet", "gevent", "pytest", "pytest-cov"] tornado = ["tornado (>=0.2)"] [[package]] @@ -3321,17 +3322,18 @@ dev = ["absl-py", "pyink", "pylint (>=2.6.0)", "pytest", "pytest-xdist"] [[package]] name = "mlflow" -version = "2.12.1" +version = "2.13.1" description = "MLflow is an open source platform for the complete machine learning lifecycle" optional = false python-versions = ">=3.8" files = [ - {file = "mlflow-2.12.1-py3-none-any.whl", hash = "sha256:4c8f631df7ceea75c53464c976f3fef5bd0f80fc4ba5e871f3416d8c139a0312"}, - {file = "mlflow-2.12.1.tar.gz", hash = "sha256:aa92aebb2379a9c5484cbe901cdf779d5408ac96a641e4b1f8a2d1ff974db7c9"}, + {file = "mlflow-2.13.1-py3-none-any.whl", hash = "sha256:403b235a0a06cbfb5eb0038d8d946c0f97a24d579ba1247e4a2c5c03830843d4"}, + {file = "mlflow-2.13.1.tar.gz", hash = "sha256:ece1b0baef69da5ff03e4687009417481790544ec64a3821bdcc1cc1513b12d3"}, ] [package.dependencies] alembic = "<1.10.0 || >1.10.0,<2" +cachetools = ">=5.0.0,<6" click = ">=7.0,<9" cloudpickle = "<4" docker = ">=4.0.0,<8" @@ -3339,7 +3341,7 @@ entrypoints = "<1" Flask = "<4" gitpython = ">=3.1.9,<4" graphene = "<4" -gunicorn = {version = "<22", markers = "platform_system != \"Windows\""} +gunicorn = {version = "<23", markers = "platform_system != \"Windows\""} importlib-metadata = ">=3.7.0,<4.7.0 || >4.7.0,<8" Jinja2 = [ {version = ">=2.11,<4", markers = "platform_system != \"Windows\""}, @@ -3348,9 +3350,11 @@ Jinja2 = [ markdown = ">=3.3,<4" matplotlib = "<4" numpy = "<2" +opentelemetry-api = ">=1.0.0,<3" +opentelemetry-sdk = ">=1.0.0,<3" packaging = "<25" pandas = "<3" -protobuf = ">=3.12.0,<6" +protobuf = ">=3.12.0,<5" pyarrow = ">=4.0.0,<16" pytz = "<2025" pyyaml = ">=5.1,<7" @@ -3368,6 +3372,8 @@ databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "go extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "mlserver (>=1.2.0,!=1.3.1,<1.4.0)", "mlserver-mlflow (>=1.2.0,!=1.3.1,<1.4.0)", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4", "virtualenv"] gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] +jfrog = ["mlflow-jfrog-plugin"] +langchain = ["langchain (>=0.1.4,<=0.2.1)"] sqlserver = ["mlflow-dbstore"] xethub = ["mlflow-xethub"] @@ -8416,4 +8422,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "41fb1fe873201b8ea948f236102b7cf848f24c70f2000f0063cd7b169c97cfe6" +content-hash = "76bae1ad422aba591bf2ed9b9fdf04f5d38ef1f7d494908f6276fbb92c712c52" diff --git a/pyproject.toml b/pyproject.toml index b67d79dee..32d11c0e4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -137,7 +137,7 @@ torch = "2.2.1" pytorch-lightning = "2.2.0.post0" torchmetrics = "1.3.1" torchvision = "0.17.1" -mlflow = "2.12.1" +mlflow = "2.13.1" ## Dev dependencies from HuggingFace transformers = ">=4.30,<5.0" diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 6b95b55ce..e307465da 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. [[package]] name = "aiofiles" @@ -1388,22 +1388,23 @@ protobuf = ["grpcio-tools (>=1.62.0)"] [[package]] name = "gunicorn" -version = "21.2.0" +version = "22.0.0" description = "WSGI HTTP Server for UNIX" optional = false -python-versions = ">=3.5" +python-versions = ">=3.7" files = [ - {file = "gunicorn-21.2.0-py3-none-any.whl", hash = "sha256:3213aa5e8c24949e792bcacfc176fef362e7aac80b76c56f6b5122bf350722f0"}, - {file = "gunicorn-21.2.0.tar.gz", hash = "sha256:88ec8bff1d634f98e61b9f65bc4bf3cd918a90806c6f5c48bc5603849ec81033"}, + {file = "gunicorn-22.0.0-py3-none-any.whl", hash = "sha256:350679f91b24062c86e386e198a15438d53a7a8207235a78ba1b53df4c4378d9"}, + {file = "gunicorn-22.0.0.tar.gz", hash = "sha256:4a0b436239ff76fb33f11c07a16482c521a7e09c1ce3cc293c2330afe01bec63"}, ] [package.dependencies] packaging = "*" [package.extras] -eventlet = ["eventlet (>=0.24.1)"] +eventlet = ["eventlet (>=0.24.1,!=0.36.0)"] gevent = ["gevent (>=1.4.0)"] setproctitle = ["setproctitle"] +testing = ["coverage", "eventlet", "gevent", "pytest", "pytest-cov"] tornado = ["tornado (>=0.2)"] [[package]] From ef18c9b3bdd626735fa2660720d083ad5a5ce4d9 Mon Sep 17 00:00:00 2001 From: Sherif Akoush Date: Wed, 5 Jun 2024 11:54:19 +0100 Subject: [PATCH 081/171] Update to poetry version 1.8.3 in docker build (#1792) --- Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index 1742016b2..fb11131ba 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,7 +1,7 @@ FROM python:3.10-slim AS wheel-builder SHELL ["/bin/bash", "-l", "-c"] -ARG POETRY_VERSION="1.8.1" +ARG POETRY_VERSION="1.8.3" COPY ./hack/build-wheels.sh ./hack/build-wheels.sh COPY ./mlserver ./mlserver From 95ce10989b80dcfe44c57817d0c7524bb98ddde7 Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Wed, 5 Jun 2024 12:21:38 +0100 Subject: [PATCH 082/171] Bumped werkzeug to 3.0.3 (#1793) --- poetry.lock | 6 +++--- runtimes/alibi-detect/poetry.lock | 8 ++++---- runtimes/alibi-explain/poetry.lock | 8 ++++---- runtimes/huggingface/poetry.lock | 8 ++++---- runtimes/mlflow/poetry.lock | 6 +++--- 5 files changed, 18 insertions(+), 18 deletions(-) diff --git a/poetry.lock b/poetry.lock index 3b608a83f..79098183e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -7973,13 +7973,13 @@ files = [ [[package]] name = "werkzeug" -version = "3.0.1" +version = "3.0.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"}, - {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"}, + {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, + {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, ] [package.dependencies] diff --git a/runtimes/alibi-detect/poetry.lock b/runtimes/alibi-detect/poetry.lock index 82e615a5f..11f5e29a5 100644 --- a/runtimes/alibi-detect/poetry.lock +++ b/runtimes/alibi-detect/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. [[package]] name = "absl-py" @@ -4194,13 +4194,13 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)" [[package]] name = "werkzeug" -version = "3.0.2" +version = "3.0.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.2-py3-none-any.whl", hash = "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795"}, - {file = "werkzeug-3.0.2.tar.gz", hash = "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"}, + {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, + {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, ] [package.dependencies] diff --git a/runtimes/alibi-explain/poetry.lock b/runtimes/alibi-explain/poetry.lock index b0df8991c..d9d73a7c7 100644 --- a/runtimes/alibi-explain/poetry.lock +++ b/runtimes/alibi-explain/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. [[package]] name = "absl-py" @@ -4814,13 +4814,13 @@ wasabi = ">=0.9.1,<1.2.0" [[package]] name = "werkzeug" -version = "3.0.2" +version = "3.0.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.2-py3-none-any.whl", hash = "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795"}, - {file = "werkzeug-3.0.2.tar.gz", hash = "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"}, + {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, + {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, ] [package.dependencies] diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index 745b9648f..35e4e81cf 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. [[package]] name = "absl-py" @@ -4153,13 +4153,13 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)" [[package]] name = "werkzeug" -version = "3.0.1" +version = "3.0.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"}, - {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"}, + {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, + {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, ] [package.dependencies] diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index e307465da..c21e45385 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -3833,13 +3833,13 @@ testing = ["coverage (>=5.0)", "pytest", "pytest-cover"] [[package]] name = "werkzeug" -version = "3.0.1" +version = "3.0.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.8" files = [ - {file = "werkzeug-3.0.1-py3-none-any.whl", hash = "sha256:90a285dc0e42ad56b34e696398b8122ee4c681833fb35b8334a095d82c56da10"}, - {file = "werkzeug-3.0.1.tar.gz", hash = "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc"}, + {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"}, + {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"}, ] [package.dependencies] From cb51790cc3288b2270970e1de0404da2e11fb1bf Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Wed, 5 Jun 2024 13:10:19 +0100 Subject: [PATCH 083/171] Docs streaming (#1789) * Updated openapi dataplane with the new endpoints. * Included streaming general userguide. * Included streaming doc example. --- docs/examples/index.md | 2 + docs/examples/streaming/README.ipynb | 369 +++++++++++++ docs/examples/streaming/README.md | 217 ++++++++ docs/examples/streaming/generate-request.json | 19 + docs/examples/streaming/model-settings.json | 23 + docs/examples/streaming/settings.json | 7 + docs/examples/streaming/text_model.py | 45 ++ docs/user-guide/index.md | 1 + docs/user-guide/streaming.md | 35 ++ mlserver/rest/openapi/dataplane.json | 494 +++++++++++++++++- openapi/dataplane.yaml | 279 ++++++++++ 11 files changed, 1486 insertions(+), 5 deletions(-) create mode 100644 docs/examples/streaming/README.ipynb create mode 100644 docs/examples/streaming/README.md create mode 100644 docs/examples/streaming/generate-request.json create mode 100644 docs/examples/streaming/model-settings.json create mode 100644 docs/examples/streaming/settings.json create mode 100644 docs/examples/streaming/text_model.py create mode 100644 docs/user-guide/streaming.md diff --git a/docs/examples/index.md b/docs/examples/index.md index ea4d75000..a818ff76f 100644 --- a/docs/examples/index.md +++ b/docs/examples/index.md @@ -49,6 +49,7 @@ serving), check out the examples below. - [Custom Conda environment](./conda/README.md) - [Serving custom models requiring JSON inputs or outputs](./custom-json/README.md) - [Serving models through Kafka](./kafka/README.md) +- [Streaming inference](./streaming/README.md) ```{toctree} :caption: MLServer Features @@ -61,6 +62,7 @@ serving), check out the examples below. ./conda/README.md ./custom-json/README.md ./kafka/README.md +./streaming/README.md ``` ## Tutorials diff --git a/docs/examples/streaming/README.ipynb b/docs/examples/streaming/README.ipynb new file mode 100644 index 000000000..025246237 --- /dev/null +++ b/docs/examples/streaming/README.ipynb @@ -0,0 +1,369 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Streaming support\n", + "\n", + "The `mlserver` package comes with built-in support for streaming data. This allows you to process data in real-time, without having to wait for the entire response to be available. It supports both REST and gRPC APIs." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Overview\n", + "\n", + "In this example, we create a simple `Identity Text Model` which simply splits the input text into words and returns them one by one. We will use this model to demonstrate how to stream the response from the server to the client. This particular example can provide a good starting point for building more complex streaming models such as the ones based on Large Language Models (LLMs) where streaming is an essential feature to hide the latency of the model." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Serving\n", + "\n", + "The next step will be to serve our model using `mlserver`. For that, we will first implement an extension that serves as the runtime to perform inference using our custom `TextModel`." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Custom inference runtime\n", + "\n", + "This is a trivial model to demonstrate streaming support. The model simply splits the input text into words and returns them one by one. In this example we do the following:\n", + "\n", + "- split the text into words using the white space as the delimiter.\n", + "- wait 0.5 seconds between each word to simulate a slow model.\n", + "- return each word one by one." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Overwriting text_model.py\n" + ] + } + ], + "source": [ + "%%writefile text_model.py\n", + "\n", + "import asyncio\n", + "from typing import AsyncIterator\n", + "from mlserver import MLModel\n", + "from mlserver.types import InferenceRequest, InferenceResponse\n", + "from mlserver.codecs import StringCodec\n", + "\n", + "\n", + "class TextModel(MLModel):\n", + "\n", + " async def predict_stream(\n", + " self, payloads: AsyncIterator[InferenceRequest]\n", + " ) -> AsyncIterator[InferenceResponse]:\n", + " payload = [_ async for _ in payloads][0]\n", + " text = StringCodec.decode_input(payload.inputs[0])[0]\n", + " words = text.split(\" \")\n", + "\n", + " split_text = []\n", + " for i, word in enumerate(words):\n", + " split_text.append(word if i == 0 else \" \" + word)\n", + "\n", + " for word in split_text:\n", + " await asyncio.sleep(0.5)\n", + " yield InferenceResponse(\n", + " model_name=self._settings.name,\n", + " outputs=[\n", + " StringCodec.encode_output(\n", + " name=\"output\",\n", + " payload=[word],\n", + " use_bytes=True,\n", + " ),\n", + " ],\n", + " )\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As it can be seen, the `predict_stream` method receives as an input an `AsyncIterator` of `InferenceRequest` and returns an `AsyncIterator` of `InferenceResponse`. This definition covers all types of possible input-output combinations for streaming: unary-stream, stream-unary, stream-stream. It is up to the client and server to send/receive the appropriate number of requests/responses which should be known apriori.\n", + "\n", + "Note that although unary-unary can be covered by `predict_stream` method as well, `mlserver` already covers that through the `predict` method.\n", + "\n", + "One important limitation to keep in mind is that for the REST API, the client will not be able to send a stream of requests. The client will have to send a single request with the entire input text. The server will then stream the response back to the client. gRPC API, on the other hand, supports all types of streaming listed above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Settings file\n", + "\n", + "The next step will be to create 2 configuration files:\n", + "- `settings.json`: holds the configuration of our server (e.g. ports, log level, etc.).\n", + "- `model-settings.json`: holds the configuration of our model (e.g. input type, runtime to use, etc.)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### settings.json" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Overwriting settings.json\n" + ] + } + ], + "source": [ + "%%writefile settings.json\n", + "\n", + "{\n", + " \"debug\": false,\n", + " \"parallel_workers\": 0,\n", + " \"gzip_enabled\": false,\n", + " \"metrics_endpoint\": null\n", + "}\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note the currently there are three main limitations of the streaming support in MLServer:\n", + "\n", + "- distributed workers are not supported (i.e., the `parallel_workers` setting should be set to `0`)\n", + "- `gzip` middleware is not supported for REST (i.e., `gzip_enabled` setting should be set to `false`)\n", + "- metrics endpoint is not available (i.e. `metrics_endpoint` is also disabled for streaming for gRPC)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### model-settings.json" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Overwriting model-settings.json\n" + ] + } + ], + "source": [ + "%%writefile model-settings.json\n", + "\n", + "{\n", + " \"name\": \"text-model\",\n", + "\n", + " \"implementation\": \"text_model.TextModel\",\n", + " \n", + " \"versions\": [\"text-model/v1.2.3\"],\n", + " \"platform\": \"mlserver\",\n", + " \"inputs\": [\n", + " {\n", + " \"datatype\": \"BYTES\",\n", + " \"name\": \"prompt\",\n", + " \"shape\": [1]\n", + " }\n", + " ],\n", + " \"outputs\": [\n", + " {\n", + " \"datatype\": \"BYTES\",\n", + " \"name\": \"output\",\n", + " \"shape\": [1]\n", + " }\n", + " ]\n", + "}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Start serving the model\n", + "\n", + "Now that we have our config in-place, we can start the server by running `mlserver start .`. This needs to either be run from the same directory where our config files are or point to the folder where they are.\n", + "\n", + "```bash\n", + "mlserver start .\n", + "```\n", + "\n", + "Since this command will start the server and block the terminal, waiting for requests, this will need to be run in the background on a separate terminal." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Inference request\n", + "\n", + "To test our model, we will use the following inference request:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Writing generate-request.json\n" + ] + } + ], + "source": [ + "%%writefile generate-request.json\n", + "\n", + "{\n", + " \"inputs\": [\n", + " {\n", + " \"name\": \"prompt\",\n", + " \"shape\": [1],\n", + " \"datatype\": \"BYTES\",\n", + " \"data\": [\"What is the capital of France?\"],\n", + " \"parameters\": {\n", + " \"content_type\": \"str\"\n", + " }\n", + " }\n", + " ],\n", + " \"outputs\": [\n", + " {\n", + " \"name\": \"output\"\n", + " }\n", + " ]\n", + "}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Send test generate stream request (REST)\n", + "\n", + "To send a REST streaming request to the server, we will use the following Python code:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import httpx\n", + "from httpx_sse import connect_sse\n", + "from mlserver import types\n", + "from mlserver.codecs import StringCodec\n", + "\n", + "inference_request = types.InferenceRequest.parse_file(\"./generate-request.json\")\n", + "\n", + "with httpx.Client() as client:\n", + " with connect_sse(client, \"POST\", \"http://localhost:8080/v2/models/text-model/generate_stream\", json=inference_request.dict()) as event_source:\n", + " for sse in event_source.iter_sse():\n", + " response = types.InferenceResponse.parse_raw(sse.data)\n", + " print(StringCodec.decode_output(response.outputs[0]))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Send test generate stream request (gRPC)\n", + "\n", + "To send a gRPC streaming request to the server, we will use the following Python code:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import grpc\n", + "import mlserver.types as types\n", + "from mlserver.codecs import StringCodec\n", + "from mlserver.grpc.converters import ModelInferResponseConverter\n", + "import mlserver.grpc.converters as converters\n", + "import mlserver.grpc.dataplane_pb2_grpc as dataplane\n", + "\n", + "inference_request = types.InferenceRequest.parse_file(\"./generate-request.json\")\n", + "\n", + "# need to convert from string to bytes for grpc\n", + "inference_request.inputs[0] = StringCodec.encode_input(\"prompt\", inference_request.inputs[0].data.__root__)\n", + "inference_request_g = converters.ModelInferRequestConverter.from_types(\n", + " inference_request, model_name=\"text-model\", model_version=None\n", + ")\n", + "\n", + "async def get_inference_request_stream(inference_request):\n", + " yield inference_request\n", + "\n", + "async with grpc.aio.insecure_channel(\"localhost:8081\") as grpc_channel:\n", + " grpc_stub = dataplane.GRPCInferenceServiceStub(grpc_channel)\n", + " inference_request_stream = get_inference_request_stream(inference_request_g)\n", + " \n", + " async for response in grpc_stub.ModelStreamInfer(inference_request_stream):\n", + " response = ModelInferResponseConverter.to_types(response)\n", + " print(StringCodec.decode_output(response.outputs[0]))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that for gRPC, the request is transformed into an async generator which is then passed to the `ModelStreamInfer` method. The response is also an async generator which can be iterated over to get the response." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "python3.10", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.14" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/examples/streaming/README.md b/docs/examples/streaming/README.md new file mode 100644 index 000000000..7acdf2090 --- /dev/null +++ b/docs/examples/streaming/README.md @@ -0,0 +1,217 @@ +# Streaming support + +The `mlserver` package comes with built-in support for streaming data. This allows you to process data in real-time, without having to wait for the entire response to be available. It supports both REST and gRPC APIs. + +## Overview + +In this example, we create a simple `Identity Text Model` which simply splits the input text into words and returns them one by one. We will use this model to demonstrate how to stream the response from the server to the client. This particular example can provide a good starting point for building more complex streaming models such as the ones based on Large Language Models (LLMs) where streaming is an essential feature to hide the latency of the model. + +## Serving + +The next step will be to serve our model using `mlserver`. For that, we will first implement an extension that serves as the runtime to perform inference using our custom `TextModel`. + +### Custom inference runtime + +This is a trivial model to demonstrate streaming support. The model simply splits the input text into words and returns them one by one. In this example we do the following: + +- split the text into words using the white space as the delimiter. +- wait 0.5 seconds between each word to simulate a slow model. +- return each word one by one. + + +```python +%%writefile text_model.py + +import asyncio +from typing import AsyncIterator +from mlserver import MLModel +from mlserver.types import InferenceRequest, InferenceResponse +from mlserver.codecs import StringCodec + + +class TextModel(MLModel): + + async def predict_stream( + self, payloads: AsyncIterator[InferenceRequest] + ) -> AsyncIterator[InferenceResponse]: + payload = [_ async for _ in payloads][0] + text = StringCodec.decode_input(payload.inputs[0])[0] + words = text.split(" ") + + split_text = [] + for i, word in enumerate(words): + split_text.append(word if i == 0 else " " + word) + + for word in split_text: + await asyncio.sleep(0.5) + yield InferenceResponse( + model_name=self._settings.name, + outputs=[ + StringCodec.encode_output( + name="output", + payload=[word], + use_bytes=True, + ), + ], + ) + +``` + +As it can be seen, the `predict_stream` method receives as an input an `AsyncIterator` of `InferenceRequest` and returns an `AsyncIterator` of `InferenceResponse`. This definition covers all types of possible input-output combinations for streaming: unary-stream, stream-unary, stream-stream. It is up to the client and server to send/receive the appropriate number of requests/responses which should be known apriori. + +Note that although unary-unary can be covered by `predict_stream` method as well, `mlserver` already covers that through the `predict` method. + +One important limitation to keep in mind is that for the REST API, the client will not be able to send a stream of requests. The client will have to send a single request with the entire input text. The server will then stream the response back to the client. gRPC API, on the other hand, supports all types of streaming listed above. + +### Settings file + +The next step will be to create 2 configuration files: +- `settings.json`: holds the configuration of our server (e.g. ports, log level, etc.). +- `model-settings.json`: holds the configuration of our model (e.g. input type, runtime to use, etc.). + +#### settings.json + + +```python +%%writefile settings.json + +{ + "debug": false, + "parallel_workers": 0, + "gzip_enabled": false, + "metrics_endpoint": null +} + +``` + +Note the currently there are three main limitations of the streaming support in MLServer: + +- distributed workers are not supported (i.e., the `parallel_workers` setting should be set to `0`) +- `gzip` middleware is not supported for REST (i.e., `gzip_enabled` setting should be set to `false`) +- metrics endpoint is not available (i.e. `metrics_endpoint` is also disabled for streaming for gRPC) + +#### model-settings.json + + +```python +%%writefile model-settings.json + +{ + "name": "text-model", + + "implementation": "text_model.TextModel", + + "versions": ["text-model/v1.2.3"], + "platform": "mlserver", + "inputs": [ + { + "datatype": "BYTES", + "name": "prompt", + "shape": [1] + } + ], + "outputs": [ + { + "datatype": "BYTES", + "name": "output", + "shape": [1] + } + ] +} +``` + +#### Start serving the model + +Now that we have our config in-place, we can start the server by running `mlserver start .`. This needs to either be run from the same directory where our config files are or point to the folder where they are. + +```bash +mlserver start . +``` + +Since this command will start the server and block the terminal, waiting for requests, this will need to be run in the background on a separate terminal. + +#### Inference request + +To test our model, we will use the following inference request: + + +```python +%%writefile generate-request.json + +{ + "inputs": [ + { + "name": "prompt", + "shape": [1], + "datatype": "BYTES", + "data": ["What is the capital of France?"], + "parameters": { + "content_type": "str" + } + } + ], + "outputs": [ + { + "name": "output" + } + ] +} +``` + +### Send test generate stream request (REST) + +To send a REST streaming request to the server, we will use the following Python code: + + +```python +import httpx +from httpx_sse import connect_sse +from mlserver import types +from mlserver.codecs import StringCodec + +inference_request = types.InferenceRequest.parse_file("./generate-request.json") + +with httpx.Client() as client: + with connect_sse(client, "POST", "http://localhost:8080/v2/models/text-model/generate_stream", json=inference_request.dict()) as event_source: + for sse in event_source.iter_sse(): + response = types.InferenceResponse.parse_raw(sse.data) + print(StringCodec.decode_output(response.outputs[0])) + +``` + +### Send test generate stream request (gRPC) + +To send a gRPC streaming request to the server, we will use the following Python code: + + +```python +import grpc +import mlserver.types as types +from mlserver.codecs import StringCodec +from mlserver.grpc.converters import ModelInferResponseConverter +import mlserver.grpc.converters as converters +import mlserver.grpc.dataplane_pb2_grpc as dataplane + +inference_request = types.InferenceRequest.parse_file("./generate-request.json") + +# need to convert from string to bytes for grpc +inference_request.inputs[0] = StringCodec.encode_input("prompt", inference_request.inputs[0].data.__root__) +inference_request_g = converters.ModelInferRequestConverter.from_types( + inference_request, model_name="text-model", model_version=None +) + +async def get_inference_request_stream(inference_request): + yield inference_request + +async with grpc.aio.insecure_channel("localhost:8081") as grpc_channel: + grpc_stub = dataplane.GRPCInferenceServiceStub(grpc_channel) + inference_request_stream = get_inference_request_stream(inference_request_g) + + async for response in grpc_stub.ModelStreamInfer(inference_request_stream): + response = ModelInferResponseConverter.to_types(response) + print(StringCodec.decode_output(response.outputs[0])) +``` + +Note that for gRPC, the request is transformed into an async generator which is then passed to the `ModelStreamInfer` method. The response is also an async generator which can be iterated over to get the response. + + diff --git a/docs/examples/streaming/generate-request.json b/docs/examples/streaming/generate-request.json new file mode 100644 index 000000000..a61935f08 --- /dev/null +++ b/docs/examples/streaming/generate-request.json @@ -0,0 +1,19 @@ + +{ + "inputs": [ + { + "name": "prompt", + "shape": [1], + "datatype": "BYTES", + "data": ["What is the capital of France?"], + "parameters": { + "content_type": "str" + } + } + ], + "outputs": [ + { + "name": "output" + } + ] +} diff --git a/docs/examples/streaming/model-settings.json b/docs/examples/streaming/model-settings.json new file mode 100644 index 000000000..caf8a6ad3 --- /dev/null +++ b/docs/examples/streaming/model-settings.json @@ -0,0 +1,23 @@ + +{ + "name": "text-model", + + "implementation": "text_model.TextModel", + + "versions": ["text-model/v1.2.3"], + "platform": "mlserver", + "inputs": [ + { + "datatype": "BYTES", + "name": "prompt", + "shape": [1] + } + ], + "outputs": [ + { + "datatype": "BYTES", + "name": "output", + "shape": [1] + } + ] +} diff --git a/docs/examples/streaming/settings.json b/docs/examples/streaming/settings.json new file mode 100644 index 000000000..ec853b3ba --- /dev/null +++ b/docs/examples/streaming/settings.json @@ -0,0 +1,7 @@ + +{ + "debug": false, + "parallel_workers": 0, + "gzip_enabled": false, + "metrics_endpoint": null +} diff --git a/docs/examples/streaming/text_model.py b/docs/examples/streaming/text_model.py new file mode 100644 index 000000000..4475b3c92 --- /dev/null +++ b/docs/examples/streaming/text_model.py @@ -0,0 +1,45 @@ +import asyncio +from typing import AsyncIterator +from mlserver import MLModel +from mlserver.types import InferenceRequest, InferenceResponse +from mlserver.codecs import StringCodec + + +class TextModel(MLModel): + + async def predict(self, payload: InferenceRequest) -> InferenceResponse: + text = StringCodec.decode_input(payload.inputs[0])[0] + return InferenceResponse( + model_name=self._settings.name, + outputs=[ + StringCodec.encode_output( + name="output", + payload=[text], + use_bytes=True, + ), + ], + ) + + async def predict_stream( + self, payloads: AsyncIterator[InferenceRequest] + ) -> AsyncIterator[InferenceResponse]: + payload = [_ async for _ in payloads][0] + text = StringCodec.decode_input(payload.inputs[0])[0] + words = text.split(" ") + + split_text = [] + for i, word in enumerate(words): + split_text.append(word if i == 0 else " " + word) + + for word in split_text: + await asyncio.sleep(0.5) + yield InferenceResponse( + model_name=self._settings.name, + outputs=[ + StringCodec.encode_output( + name="output", + payload=[word], + use_bytes=True, + ), + ], + ) diff --git a/docs/user-guide/index.md b/docs/user-guide/index.md index c9e1b65cb..cf5dee500 100644 --- a/docs/user-guide/index.md +++ b/docs/user-guide/index.md @@ -13,4 +13,5 @@ how to use them. ./custom ./metrics ./deployment/index +./streaming ``` diff --git a/docs/user-guide/streaming.md b/docs/user-guide/streaming.md new file mode 100644 index 000000000..41dec0b03 --- /dev/null +++ b/docs/user-guide/streaming.md @@ -0,0 +1,35 @@ +# Streaming + +Out of the box, MLServer includes support for streaming data to your models. Streaming support is available for both the REST and gRPC servers. + + +## REST Server + +Streaming support for the REST server is limited only to server streaming. This means that the client sends a single request to the server, and the server responds with a stream of data. + +The streaming endpoints are available for both the `infer` and `generate` methods through the following endpoints: + +- `/v2/models/{model_name}/versions/{model_version}/infer_stream` +- `/v2/models/{model_name}/infer_stream` +- `/v2/models/{model_name}/versions/{model_version}/generate_stream` +- `/v2/models/{model_name}/generate_stream` + +Note that for REST, the `generate` and `generate_stream` endpoints are aliases for the `infer` and `infer_stream` endpoints, respectively. Those names are used to better reflect the nature of the operation for Large Language Models (LLMs). + + +## gRPC Server + +Streaming support for the gRPC server is available for both client and server streaming. This means that the client sends a stream of data to the server, and the server responds with a stream of data. + +The two streams operate independently, so the client and the server can read and write data however they want (e.g., the server could either wait to receive all the client messages before sending a response or it can send a response after each message). Note that bi-directional streaming covers all the possible combinations of client and server streaming: unary-stream, stream-unary, and stream-stream. The unary-unary case can be covered as well by the bi-directional streaming, but `mlserver` already has the `predict` method dedicated to this use case. The logic for how the requests are received, and processed, and the responses are sent back should be built into the runtime logic. + +The stub method for streaming to be used by the client is `ModelStreamInfer`. + + +## Limitation + +There are three main limitations of the streaming support in MLServer: + +- the `parallel_workers` setting should be set to `0` to disable distributed workers (to be addressed in future releases) +- for REST, the `gzip_enabled` setting should be set to `false` to disable GZIP compression, as streaming is not compatible with GZIP compression (see issue [here]( https://github.com/encode/starlette/issues/20#issuecomment-704106436)) +- `metrics_endpoint` is also disabled for streaming for gRPC (to be addressed in future releases) \ No newline at end of file diff --git a/mlserver/rest/openapi/dataplane.json b/mlserver/rest/openapi/dataplane.json index 2f02f0938..268e36ff4 100644 --- a/mlserver/rest/openapi/dataplane.json +++ b/mlserver/rest/openapi/dataplane.json @@ -385,9 +385,485 @@ "model" ] } + }, + "/v2/models/{model_name}/versions/{model_version}/infer_stream": { + "parameters": [ + { + "schema": { + "type": "string" + }, + "name": "model_name", + "in": "path", + "required": true + }, + { + "schema": { + "type": "string" + }, + "name": "model_version", + "in": "path", + "required": true + } + ], + "post": { + "summary": "Model Inference Stream", + "operationId": "model-version-inference-stream", + "responses": { + "200": { + "description": "OK", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceResponse" + } + } + } + }, + "400": { + "description": "Bad Request", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "404": { + "description": "Not Found", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "500": { + "description": "Internal Server Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + } + }, + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceRequest" + } + } + } + }, + "description": "An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error.", + "tags": [ + "inference", + "model" + ] + } + }, + "/v2/models/{model_name}/infer_stream": { + "parameters": [ + { + "schema": { + "type": "string" + }, + "name": "model_name", + "in": "path", + "required": true + } + ], + "post": { + "summary": "Model Inference Stream", + "operationId": "model-inference-stream", + "responses": { + "200": { + "description": "OK", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceResponse" + } + } + } + }, + "400": { + "description": "Bad Request", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "404": { + "description": "Not Found", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "500": { + "description": "Internal Server Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + } + }, + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceRequest" + } + } + } + }, + "description": "An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error.", + "tags": [ + "inference", + "model" + ] + } + }, + "/v2/models/{model_name}/versions/{model_version}/generate": { + "parameters": [ + { + "schema": { + "type": "string" + }, + "name": "model_name", + "in": "path", + "required": true + }, + { + "schema": { + "type": "string" + }, + "name": "model_version", + "in": "path", + "required": true + } + ], + "post": { + "summary": "Model Generate", + "operationId": "model-version-generate", + "responses": { + "200": { + "description": "OK", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceResponse" + } + } + } + }, + "400": { + "description": "Bad Request", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "404": { + "description": "Not Found", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "500": { + "description": "Internal Server Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + } + }, + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceRequest" + } + } + } + }, + "description": "An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error.", + "tags": [ + "inference", + "model" + ] + } + }, + "/v2/models/{model_name}/generate": { + "parameters": [ + { + "schema": { + "type": "string" + }, + "name": "model_name", + "in": "path", + "required": true + } + ], + "post": { + "summary": "Model Generate", + "operationId": "model-generate", + "responses": { + "200": { + "description": "OK", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceResponse" + } + } + } + }, + "400": { + "description": "Bad Request", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "404": { + "description": "Not Found", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "500": { + "description": "Internal Server Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + } + }, + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceRequest" + } + } + } + }, + "description": "An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error.", + "tags": [ + "inference", + "model" + ] + } + }, + "/v2/models/{model_name}/versions/{model_version}/generate_stream": { + "parameters": [ + { + "schema": { + "type": "string" + }, + "name": "model_name", + "in": "path", + "required": true + }, + { + "schema": { + "type": "string" + }, + "name": "model_version", + "in": "path", + "required": true + } + ], + "post": { + "summary": "Model Generate Stream", + "operationId": "model-version-generate-stream", + "responses": { + "200": { + "description": "OK", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceResponse" + } + } + } + }, + "400": { + "description": "Bad Request", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "404": { + "description": "Not Found", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "500": { + "description": "Internal Server Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + } + }, + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceRequest" + } + } + } + }, + "description": "An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error.", + "tags": [ + "inference", + "model" + ] + } + }, + "/v2/models/{model_name}/generate_stream": { + "parameters": [ + { + "schema": { + "type": "string" + }, + "name": "model_name", + "in": "path", + "required": true + } + ], + "post": { + "summary": "Model Generate Stream", + "operationId": "model-generate-stream", + "responses": { + "200": { + "description": "OK", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceResponse" + } + } + } + }, + "400": { + "description": "Bad Request", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "404": { + "description": "Not Found", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + }, + "500": { + "description": "Internal Server Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceErrorResponse" + } + } + } + } + }, + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/InferenceRequest" + } + } + } + }, + "description": "An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error.", + "tags": [ + "inference", + "model" + ] + } } }, "components": { + "enums": { + "Datatype": { + "type": "string", + "enum": [ + "BOOL", + "UINT8", + "UINT16", + "UINT32", + "UINT64", + "INT8", + "INT16", + "INT32", + "INT64", + "FP16", + "FP32", + "FP64", + "BYTES" + ] + } + }, "schemas": { "MetadataServerResponse": { "title": "MetadataServerResponse", @@ -471,7 +947,7 @@ "type": "string" }, "datatype": { - "type": "string" + "$ref": "#/components/enums/Datatype" }, "shape": { "type": "array", @@ -613,7 +1089,7 @@ } }, "datatype": { - "type": "string" + "$ref": "#/components/enums/Datatype" }, "parameters": { "$ref": "#/components/schemas/Parameters" @@ -630,7 +1106,15 @@ ] }, "TensorData": { - "title": "TensorData" + "title": "TensorData", + "oneOf": [ + { + "type": "array" + }, + { + "type": "bytes" + } + ] }, "RequestOutput": { "title": "RequestOutput", @@ -661,7 +1145,7 @@ } }, "datatype": { - "type": "string" + "$ref": "#/components/enums/Datatype" }, "parameters": { "$ref": "#/components/schemas/Parameters" @@ -733,4 +1217,4 @@ "name": "server" } ] -} \ No newline at end of file +} diff --git a/openapi/dataplane.yaml b/openapi/dataplane.yaml index 8ce22b597..9417af0b8 100644 --- a/openapi/dataplane.yaml +++ b/openapi/dataplane.yaml @@ -245,6 +245,285 @@ paths: tags: - inference - model + '/v2/models/{model_name}/versions/{model_version}/infer_stream': + parameters: + - schema: + type: string + name: model_name + in: path + required: true + - schema: + type: string + name: model_version + in: path + required: true + post: + summary: Model Inference Stream + operationId: model-version-inference-stream + responses: + '200': + description: OK + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceResponse' + '400': + description: Bad Request + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '404': + description: Not Found + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '500': + description: Internal Server Error + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceRequest' + description: An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error. + tags: + - inference + - model + '/v2/models/{model_name}/infer_stream': + parameters: + - schema: + type: string + name: model_name + in: path + required: true + post: + summary: Model Inference Stream + operationId: model-inference-stream + responses: + '200': + description: OK + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceResponse' + '400': + description: Bad Request + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '404': + description: Not Found + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '500': + description: Internal Server Error + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceRequest' + description: An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error. + tags: + - inference + - model + '/v2/models/{model_name}/versions/{model_version}/generate': + parameters: + - schema: + type: string + name: model_name + in: path + required: true + - schema: + type: string + name: model_version + in: path + required: true + post: + summary: Model Generate + operationId: model-version-generate + responses: + '200': + description: OK + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceResponse' + '400': + description: Bad Request + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '404': + description: Not Found + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '500': + description: Internal Server Error + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceRequest' + description: An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error. + tags: + - inference + - model + '/v2/models/{model_name}/generate': + parameters: + - schema: + type: string + name: model_name + in: path + required: true + post: + summary: Model Generate + operationId: model-generate + responses: + '200': + description: OK + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceResponse' + '400': + description: Bad Request + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '404': + description: Not Found + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '500': + description: Internal Server Error + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceRequest' + description: An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error. + tags: + - inference + - model + '/v2/models/{model_name}/versions/{model_version}/generate_stream': + parameters: + - schema: + type: string + name: model_name + in: path + required: true + - schema: + type: string + name: model_version + in: path + required: true + post: + summary: Model Generate Stream + operationId: model-version-generate-stream + responses: + '200': + description: OK + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceResponse' + '400': + description: Bad Request + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '404': + description: Not Found + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '500': + description: Internal Server Error + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceRequest' + description: An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error. + tags: + - inference + - model + '/v2/models/{model_name}/generate_stream': + parameters: + - schema: + type: string + name: model_name + in: path + required: true + post: + summary: Model Generate Stream + operationId: model-generate-stream + responses: + '200': + description: OK + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceResponse' + '400': + description: Bad Request + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '404': + description: Not Found + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + '500': + description: Internal Server Error + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceErrorResponse' + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/InferenceRequest' + description: An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error. + tags: + - inference + - model components: enums: Datatype: From 48bf63f47a65aed0c3856e4a3de26e4babb09219 Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Fri, 7 Jun 2024 10:50:16 +0100 Subject: [PATCH 084/171] Bump uvicorn 0.30.1 (#1795) * Bumped uvicorn to 0.30.1 * Initialize sig when stop server --- mlserver/metrics/server.py | 6 ++++++ mlserver/rest/server.py | 6 ++++++ poetry.lock | 8 ++++---- runtimes/alibi-detect/poetry.lock | 8 ++++---- runtimes/alibi-explain/poetry.lock | 8 ++++---- runtimes/catboost/poetry.lock | 6 +++--- runtimes/huggingface/poetry.lock | 8 ++++---- runtimes/lightgbm/poetry.lock | 6 +++--- runtimes/mlflow/poetry.lock | 8 ++++---- runtimes/mllib/poetry.lock | 6 +++--- runtimes/sklearn/poetry.lock | 6 +++--- runtimes/xgboost/poetry.lock | 6 +++--- 12 files changed, 47 insertions(+), 35 deletions(-) diff --git a/mlserver/metrics/server.py b/mlserver/metrics/server.py index d87ad54e0..348db7d21 100644 --- a/mlserver/metrics/server.py +++ b/mlserver/metrics/server.py @@ -1,5 +1,6 @@ import uvicorn import os +import signal from typing import Optional, TYPE_CHECKING @@ -72,5 +73,10 @@ def _get_config(self): return uvicorn.Config(self._app, **kwargs) async def stop(self, sig: Optional[int] = None): + if sig is None: + # `sig` is no longer optional for `handle_exit` in + # latest `uvicorn` + sig = signal.SIGINT + await stop_metrics(self._settings, os.getpid()) self._server.handle_exit(sig=sig, frame=None) diff --git a/mlserver/rest/server.py b/mlserver/rest/server.py index 86632965d..8336e6f58 100644 --- a/mlserver/rest/server.py +++ b/mlserver/rest/server.py @@ -1,4 +1,5 @@ import uvicorn +import signal from ..settings import Settings from ..handlers import DataPlane, ModelRepositoryHandlers, get_custom_handlers @@ -96,4 +97,9 @@ def _get_config(self): return uvicorn.Config(self._app, **kwargs) async def stop(self, sig: Optional[int] = None): + if sig is None: + # `sig` is no longer optional for `handle_exit` in + # latest `uvicorn` + sig = signal.SIGINT + self._server.handle_exit(sig=sig, frame=None) diff --git a/poetry.lock b/poetry.lock index 79098183e..61d5846c2 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "absl-py" @@ -7660,13 +7660,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "uvicorn" -version = "0.28.0" +version = "0.30.1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.28.0-py3-none-any.whl", hash = "sha256:6623abbbe6176204a4226e67607b4d52cc60ff62cda0ff177613645cefa2ece1"}, - {file = "uvicorn-0.28.0.tar.gz", hash = "sha256:cab4473b5d1eaeb5a0f6375ac4bc85007ffc75c3cc1768816d9e5d589857b067"}, + {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"}, + {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"}, ] [package.dependencies] diff --git a/runtimes/alibi-detect/poetry.lock b/runtimes/alibi-detect/poetry.lock index 11f5e29a5..eab1a5707 100644 --- a/runtimes/alibi-detect/poetry.lock +++ b/runtimes/alibi-detect/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "absl-py" @@ -4131,13 +4131,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "uvicorn" -version = "0.29.0" +version = "0.30.1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.29.0-py3-none-any.whl", hash = "sha256:2c2aac7ff4f4365c206fd773a39bf4ebd1047c238f8b8268ad996829323473de"}, - {file = "uvicorn-0.29.0.tar.gz", hash = "sha256:6a69214c0b6a087462412670b3ef21224fa48cae0e452b5883e8e8bdfdd11dd0"}, + {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"}, + {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"}, ] [package.dependencies] diff --git a/runtimes/alibi-explain/poetry.lock b/runtimes/alibi-explain/poetry.lock index d9d73a7c7..64ca9b9aa 100644 --- a/runtimes/alibi-explain/poetry.lock +++ b/runtimes/alibi-explain/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "absl-py" @@ -4715,13 +4715,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "uvicorn" -version = "0.29.0" +version = "0.30.1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.29.0-py3-none-any.whl", hash = "sha256:2c2aac7ff4f4365c206fd773a39bf4ebd1047c238f8b8268ad996829323473de"}, - {file = "uvicorn-0.29.0.tar.gz", hash = "sha256:6a69214c0b6a087462412670b3ef21224fa48cae0e452b5883e8e8bdfdd11dd0"}, + {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"}, + {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"}, ] [package.dependencies] diff --git a/runtimes/catboost/poetry.lock b/runtimes/catboost/poetry.lock index 872fc7efb..ae6ad3387 100644 --- a/runtimes/catboost/poetry.lock +++ b/runtimes/catboost/poetry.lock @@ -2537,13 +2537,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "uvicorn" -version = "0.27.1" +version = "0.30.1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.27.1-py3-none-any.whl", hash = "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"}, - {file = "uvicorn-0.27.1.tar.gz", hash = "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a"}, + {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"}, + {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"}, ] [package.dependencies] diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index 35e4e81cf..31c205377 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "absl-py" @@ -4090,13 +4090,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "uvicorn" -version = "0.27.1" +version = "0.30.1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.27.1-py3-none-any.whl", hash = "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"}, - {file = "uvicorn-0.27.1.tar.gz", hash = "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a"}, + {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"}, + {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"}, ] [package.dependencies] diff --git a/runtimes/lightgbm/poetry.lock b/runtimes/lightgbm/poetry.lock index ef314c10e..7b9c112d5 100644 --- a/runtimes/lightgbm/poetry.lock +++ b/runtimes/lightgbm/poetry.lock @@ -2054,13 +2054,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "uvicorn" -version = "0.27.1" +version = "0.30.1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.27.1-py3-none-any.whl", hash = "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"}, - {file = "uvicorn-0.27.1.tar.gz", hash = "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a"}, + {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"}, + {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"}, ] [package.dependencies] diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index c21e45385..9d2eb5295 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiofiles" @@ -3755,13 +3755,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "uvicorn" -version = "0.27.1" +version = "0.30.1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.27.1-py3-none-any.whl", hash = "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"}, - {file = "uvicorn-0.27.1.tar.gz", hash = "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a"}, + {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"}, + {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"}, ] [package.dependencies] diff --git a/runtimes/mllib/poetry.lock b/runtimes/mllib/poetry.lock index c64147ce3..92e5eed21 100644 --- a/runtimes/mllib/poetry.lock +++ b/runtimes/mllib/poetry.lock @@ -2019,13 +2019,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "uvicorn" -version = "0.27.1" +version = "0.30.1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.27.1-py3-none-any.whl", hash = "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"}, - {file = "uvicorn-0.27.1.tar.gz", hash = "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a"}, + {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"}, + {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"}, ] [package.dependencies] diff --git a/runtimes/sklearn/poetry.lock b/runtimes/sklearn/poetry.lock index 154e39ca3..76e86b38c 100644 --- a/runtimes/sklearn/poetry.lock +++ b/runtimes/sklearn/poetry.lock @@ -2094,13 +2094,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "uvicorn" -version = "0.27.1" +version = "0.30.1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.27.1-py3-none-any.whl", hash = "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"}, - {file = "uvicorn-0.27.1.tar.gz", hash = "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a"}, + {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"}, + {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"}, ] [package.dependencies] diff --git a/runtimes/xgboost/poetry.lock b/runtimes/xgboost/poetry.lock index 521437325..064ce972a 100644 --- a/runtimes/xgboost/poetry.lock +++ b/runtimes/xgboost/poetry.lock @@ -2094,13 +2094,13 @@ zstd = ["zstandard (>=0.18.0)"] [[package]] name = "uvicorn" -version = "0.27.1" +version = "0.30.1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.27.1-py3-none-any.whl", hash = "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"}, - {file = "uvicorn-0.27.1.tar.gz", hash = "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a"}, + {file = "uvicorn-0.30.1-py3-none-any.whl", hash = "sha256:cd17daa7f3b9d7a24de3617820e634d0933b69eed8e33a516071174427238c81"}, + {file = "uvicorn-0.30.1.tar.gz", hash = "sha256:d46cd8e0fd80240baffbcd9ec1012a712938754afcf81bce56c024c1656aece8"}, ] [package.dependencies] From 446dfbff55c6982282a724119d00f583ff001573 Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Fri, 7 Jun 2024 11:18:09 +0100 Subject: [PATCH 085/171] Fixes for all-runtimes (#1794) * Included env variables to all-runtimes. * Updated continuumio/miniconda image. --- mlserver/cli/constants.py | 2 +- tox.ini | 4 ++++ 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/mlserver/cli/constants.py b/mlserver/cli/constants.py index edcdc0bfd..7f9d75143 100644 --- a/mlserver/cli/constants.py +++ b/mlserver/cli/constants.py @@ -2,7 +2,7 @@ DockerfileName = "Dockerfile" DockerfileTemplate = """ -FROM continuumio/miniconda3:23.5.2-0 AS env-builder +FROM continuumio/miniconda3:24.4.0-0 AS env-builder SHELL ["/bin/bash", "-c"] ARG MLSERVER_ENV_NAME="mlserver-custom-env" \\ diff --git a/tox.ini b/tox.ini index 82ff340ef..173a0b803 100644 --- a/tox.ini +++ b/tox.ini @@ -42,6 +42,10 @@ commands = {toxinidir}/runtimes/lightgbm \ {toxinidir}/runtimes/mlflow \ {toxinidir}/runtimes/huggingface +set_env = + GITHUB_SERVER_URL = {env:GITHUB_SERVER_URL:https\://github.com} + GITHUB_REPOSITORY = {env:GITHUB_REPOSITORY:SeldonIO/MLServer} + GITHUB_REF = {env:GITHUB_REF:refs/heads/master} [testenv:licenses] commands_pre = From f33272301b0068a455fb3c09d44ec31e7bf7fb43 Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Fri, 7 Jun 2024 11:34:16 +0000 Subject: [PATCH 086/171] Bump version to 1.6.0.dev1 --- docs/conf.py | 2 +- mlserver/version.py | 2 +- pyproject.toml | 2 +- runtimes/alibi-detect/mlserver_alibi_detect/version.py | 2 +- runtimes/alibi-detect/pyproject.toml | 2 +- runtimes/alibi-explain/mlserver_alibi_explain/version.py | 2 +- runtimes/alibi-explain/pyproject.toml | 2 +- runtimes/catboost/mlserver_catboost/version.py | 2 +- runtimes/catboost/pyproject.toml | 2 +- runtimes/huggingface/mlserver_huggingface/version.py | 2 +- runtimes/huggingface/pyproject.toml | 2 +- runtimes/lightgbm/mlserver_lightgbm/version.py | 2 +- runtimes/lightgbm/pyproject.toml | 2 +- runtimes/mlflow/mlserver_mlflow/version.py | 2 +- runtimes/mlflow/pyproject.toml | 2 +- runtimes/mllib/mlserver_mllib/version.py | 2 +- runtimes/mllib/pyproject.toml | 2 +- runtimes/sklearn/mlserver_sklearn/version.py | 2 +- runtimes/sklearn/pyproject.toml | 2 +- runtimes/xgboost/mlserver_xgboost/version.py | 2 +- runtimes/xgboost/pyproject.toml | 2 +- 21 files changed, 21 insertions(+), 21 deletions(-) diff --git a/docs/conf.py b/docs/conf.py index 2c595fe30..05c4e7602 100755 --- a/docs/conf.py +++ b/docs/conf.py @@ -24,7 +24,7 @@ author = "Seldon Technologies" # The full version, including alpha/beta/rc tags -release = "1.5.0.dev1" +release = "1.6.0.dev1" # -- General configuration --------------------------------------------------- diff --git a/mlserver/version.py b/mlserver/version.py index b7b669e38..1bfd6ebf5 100644 --- a/mlserver/version.py +++ b/mlserver/version.py @@ -1 +1 @@ -__version__ = "1.5.0.dev1" +__version__ = "1.6.0.dev1" diff --git a/pyproject.toml b/pyproject.toml index 32d11c0e4..0cf549d9c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver" -version = "1.5.0.dev1" +version = "1.6.0.dev1" description = "MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/alibi-detect/mlserver_alibi_detect/version.py b/runtimes/alibi-detect/mlserver_alibi_detect/version.py index b7b669e38..1bfd6ebf5 100644 --- a/runtimes/alibi-detect/mlserver_alibi_detect/version.py +++ b/runtimes/alibi-detect/mlserver_alibi_detect/version.py @@ -1 +1 @@ -__version__ = "1.5.0.dev1" +__version__ = "1.6.0.dev1" diff --git a/runtimes/alibi-detect/pyproject.toml b/runtimes/alibi-detect/pyproject.toml index 0e18fe969..968b71c72 100644 --- a/runtimes/alibi-detect/pyproject.toml +++ b/runtimes/alibi-detect/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-alibi-detect" -version = "1.5.0.dev1" +version = "1.6.0.dev1" description = "Alibi-Detect runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/alibi-explain/mlserver_alibi_explain/version.py b/runtimes/alibi-explain/mlserver_alibi_explain/version.py index b7b669e38..1bfd6ebf5 100644 --- a/runtimes/alibi-explain/mlserver_alibi_explain/version.py +++ b/runtimes/alibi-explain/mlserver_alibi_explain/version.py @@ -1 +1 @@ -__version__ = "1.5.0.dev1" +__version__ = "1.6.0.dev1" diff --git a/runtimes/alibi-explain/pyproject.toml b/runtimes/alibi-explain/pyproject.toml index c52bf44df..9c4de288a 100644 --- a/runtimes/alibi-explain/pyproject.toml +++ b/runtimes/alibi-explain/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-alibi-explain" -version = "1.5.0.dev1" +version = "1.6.0.dev1" description = "Alibi-Explain runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/catboost/mlserver_catboost/version.py b/runtimes/catboost/mlserver_catboost/version.py index b7b669e38..1bfd6ebf5 100644 --- a/runtimes/catboost/mlserver_catboost/version.py +++ b/runtimes/catboost/mlserver_catboost/version.py @@ -1 +1 @@ -__version__ = "1.5.0.dev1" +__version__ = "1.6.0.dev1" diff --git a/runtimes/catboost/pyproject.toml b/runtimes/catboost/pyproject.toml index 05eb4b592..e491eff1c 100644 --- a/runtimes/catboost/pyproject.toml +++ b/runtimes/catboost/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-catboost" -version = "1.5.0.dev1" +version = "1.6.0.dev1" description = "Catboost runtime for MLServer" authors = ["Theofilos Papapanagiotou "] maintainers = ["Seldon Technologies Ltd. "] diff --git a/runtimes/huggingface/mlserver_huggingface/version.py b/runtimes/huggingface/mlserver_huggingface/version.py index b7b669e38..1bfd6ebf5 100644 --- a/runtimes/huggingface/mlserver_huggingface/version.py +++ b/runtimes/huggingface/mlserver_huggingface/version.py @@ -1 +1 @@ -__version__ = "1.5.0.dev1" +__version__ = "1.6.0.dev1" diff --git a/runtimes/huggingface/pyproject.toml b/runtimes/huggingface/pyproject.toml index 0542771f5..5bbe20e4a 100644 --- a/runtimes/huggingface/pyproject.toml +++ b/runtimes/huggingface/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-huggingface" -version = "1.5.0.dev1" +version = "1.6.0.dev1" description = "HuggingFace runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/lightgbm/mlserver_lightgbm/version.py b/runtimes/lightgbm/mlserver_lightgbm/version.py index b7b669e38..1bfd6ebf5 100644 --- a/runtimes/lightgbm/mlserver_lightgbm/version.py +++ b/runtimes/lightgbm/mlserver_lightgbm/version.py @@ -1 +1 @@ -__version__ = "1.5.0.dev1" +__version__ = "1.6.0.dev1" diff --git a/runtimes/lightgbm/pyproject.toml b/runtimes/lightgbm/pyproject.toml index 6c54b7941..d364c63d6 100644 --- a/runtimes/lightgbm/pyproject.toml +++ b/runtimes/lightgbm/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-lightgbm" -version = "1.5.0.dev1" +version = "1.6.0.dev1" description = "LightGBM runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/mlflow/mlserver_mlflow/version.py b/runtimes/mlflow/mlserver_mlflow/version.py index b7b669e38..1bfd6ebf5 100644 --- a/runtimes/mlflow/mlserver_mlflow/version.py +++ b/runtimes/mlflow/mlserver_mlflow/version.py @@ -1 +1 @@ -__version__ = "1.5.0.dev1" +__version__ = "1.6.0.dev1" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index e61d953a6..7788a3981 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-mlflow" -version = "1.5.0.dev1" +version = "1.6.0.dev1" description = "MLflow runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/mllib/mlserver_mllib/version.py b/runtimes/mllib/mlserver_mllib/version.py index b7b669e38..1bfd6ebf5 100644 --- a/runtimes/mllib/mlserver_mllib/version.py +++ b/runtimes/mllib/mlserver_mllib/version.py @@ -1 +1 @@ -__version__ = "1.5.0.dev1" +__version__ = "1.6.0.dev1" diff --git a/runtimes/mllib/pyproject.toml b/runtimes/mllib/pyproject.toml index c5398a5aa..93aa022a7 100644 --- a/runtimes/mllib/pyproject.toml +++ b/runtimes/mllib/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-mllib" -version = "1.5.0.dev1" +version = "1.6.0.dev1" description = "Spark MLlib runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/sklearn/mlserver_sklearn/version.py b/runtimes/sklearn/mlserver_sklearn/version.py index b7b669e38..1bfd6ebf5 100644 --- a/runtimes/sklearn/mlserver_sklearn/version.py +++ b/runtimes/sklearn/mlserver_sklearn/version.py @@ -1 +1 @@ -__version__ = "1.5.0.dev1" +__version__ = "1.6.0.dev1" diff --git a/runtimes/sklearn/pyproject.toml b/runtimes/sklearn/pyproject.toml index 4088b9426..3eb61acac 100644 --- a/runtimes/sklearn/pyproject.toml +++ b/runtimes/sklearn/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-sklearn" -version = "1.5.0.dev1" +version = "1.6.0.dev1" description = "Scikit-Learn runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/xgboost/mlserver_xgboost/version.py b/runtimes/xgboost/mlserver_xgboost/version.py index b7b669e38..1bfd6ebf5 100644 --- a/runtimes/xgboost/mlserver_xgboost/version.py +++ b/runtimes/xgboost/mlserver_xgboost/version.py @@ -1 +1 @@ -__version__ = "1.5.0.dev1" +__version__ = "1.6.0.dev1" diff --git a/runtimes/xgboost/pyproject.toml b/runtimes/xgboost/pyproject.toml index 9377dcb3d..a17f28ee9 100644 --- a/runtimes/xgboost/pyproject.toml +++ b/runtimes/xgboost/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-xgboost" -version = "1.5.0.dev1" +version = "1.6.0.dev1" description = "XGBoost runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" From 97854f6175b2790110875bacbdbe0f9def24ed35 Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Fri, 7 Jun 2024 17:53:53 +0100 Subject: [PATCH 087/171] Fix BaseSettings import for pydantic v2 (#1798) * Bumped preflight version to 1.9.7 * Fix BaseSetting import for pydantic v2 in generate_dotenv * Master preflight version. --- hack/generate_dotenv.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hack/generate_dotenv.py b/hack/generate_dotenv.py index 0d0e6d63f..901c2e5df 100755 --- a/hack/generate_dotenv.py +++ b/hack/generate_dotenv.py @@ -13,7 +13,7 @@ import os from typing import List, Tuple, Type -from pydantic import BaseSettings +from pydantic_settings import BaseSettings from mlserver.settings import Settings, ModelSettings, ModelParameters from mlserver.cli.serve import DEFAULT_SETTINGS_FILENAME From 6309fd8c7288f7c40eadf549ea7e918bf04bb18c Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Fri, 7 Jun 2024 19:30:26 +0100 Subject: [PATCH 088/171] Bumped preflight version to 1.9.7 (#1797) --- .github/workflows/release-sc.yml | 4 ++-- .github/workflows/release.yml | 6 +++--- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/.github/workflows/release-sc.yml b/.github/workflows/release-sc.yml index 270feb5c8..00b1c10df 100644 --- a/.github/workflows/release-sc.yml +++ b/.github/workflows/release-sc.yml @@ -94,7 +94,7 @@ jobs: sudo mv preflight-linux-amd64 /usr/local/bin/preflight preflight --version env: - PREFLIGHT_VERSION: 1.4.2 + PREFLIGHT_VERSION: 1.9.7 - name: Submit preflight results run: | preflight check container \ @@ -164,7 +164,7 @@ jobs: sudo mv preflight-linux-amd64 /usr/local/bin/preflight preflight --version env: - PREFLIGHT_VERSION: 1.4.2 + PREFLIGHT_VERSION: 1.9.7 - name: Submit preflight results run: | preflight check container \ diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 36ad6df80..51e2b2670 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -92,7 +92,7 @@ jobs: sudo mv preflight-linux-amd64 /usr/local/bin/preflight preflight --version env: - PREFLIGHT_VERSION: 1.4.2 + PREFLIGHT_VERSION: 1.9.7 - name: Submit preflight results run: | preflight check container \ @@ -164,7 +164,7 @@ jobs: sudo mv preflight-linux-amd64 /usr/local/bin/preflight preflight --version env: - PREFLIGHT_VERSION: 1.4.2 + PREFLIGHT_VERSION: 1.9.7 - name: Submit preflight results run: | preflight check container \ @@ -287,7 +287,7 @@ jobs: sudo mv preflight-linux-amd64 /usr/local/bin/preflight preflight --version env: - PREFLIGHT_VERSION: 1.4.2 + PREFLIGHT_VERSION: 1.9.7 - name: Submit preflight results run: | preflight check container \ From 8f59a96882b905e2edca5d00e72213862072a93b Mon Sep 17 00:00:00 2001 From: Jesse Claven Date: Wed, 12 Jun 2024 17:17:26 +0100 Subject: [PATCH 089/171] build: Install dependencies only in Tox environments (#1785) --- .github/workflows/tests.yml | 36 ++++++++++++---------------------- Makefile | 8 ++++++++ poetry.lock | 14 ++++++------- pyproject.toml | 3 +++ runtimes/alibi-detect/tox.ini | 2 +- runtimes/alibi-explain/tox.ini | 2 +- runtimes/catboost/tox.ini | 4 ++-- runtimes/huggingface/tox.ini | 2 +- runtimes/lightgbm/tox.ini | 2 +- runtimes/mlflow/tox.ini | 2 +- runtimes/mllib/tox.ini | 2 +- runtimes/sklearn/tox.ini | 2 +- runtimes/xgboost/tox.ini | 2 +- tox.runtime.ini | 11 +++++++++++ 14 files changed, 51 insertions(+), 41 deletions(-) create mode 100644 tox.runtime.ini diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index aec13497e..edaa6555b 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -55,7 +55,7 @@ jobs: - name: Lint run: make lint - mlserver: + test-mlserver: strategy: fail-fast: false matrix: @@ -95,20 +95,16 @@ jobs: uses: snok/install-poetry@v1 with: virtualenvs-create: false - - name: Install Dependencies - run: | - if [[ ${{ runner.os == 'macOS' }} ]]; then - source ./hack/activate-libomp-macos.sh - fi - poetry install --sync --only dev + - name: Install dependencies + run: poetry install --only test - name: Test run: | if [[ ${{ runner.os == 'macOS' }} ]]; then source ./hack/activate-libomp-macos.sh fi - tox -e mlserver + poetry run tox -e mlserver - runtimes: + test-runtimes: strategy: fail-fast: false matrix: @@ -152,21 +148,17 @@ jobs: uses: snok/install-poetry@v1 with: virtualenvs-create: false - - name: Install Dependencies - run: | - if [[ ${{ runner.os == 'macOS' }} ]]; then - source ./hack/activate-libomp-macos.sh - fi - poetry install --sync --only dev + - name: Install dependencies + run: poetry install --only test - name: Test run: | if [[ ${{ runner.os == 'macOS' }} ]]; then source ./hack/activate-libomp-macos.sh fi - tox -c ./runtimes/${{ matrix.tox-environment }} + poetry run tox -c ./runtimes/${{ matrix.tox-environment }} # Ensure that having all the runtimes installed together works - all-runtimes: + test-all-runtimes: if: github.event_name == 'push' strategy: fail-fast: false @@ -209,15 +201,11 @@ jobs: uses: snok/install-poetry@v1 with: virtualenvs-create: false - - name: Install Dependencies - run: | - if [[ ${{ runner.os == 'macOS' }} ]]; then - source ./hack/activate-libomp-macos.sh - fi - poetry install --sync --only dev + - name: Install dependencies + run: poetry install --only test - name: Test run: | if [[ ${{ runner.os == 'macOS' }} ]]; then source ./hack/activate-libomp-macos.sh fi - tox -e all-runtimes + poetry run tox -e all-runtimes diff --git a/Makefile b/Makefile index fa47da669..45d3a53e8 100644 --- a/Makefile +++ b/Makefile @@ -5,6 +5,14 @@ IMAGE_NAME := seldonio/mlserver .PHONY: install-dev _generate generate run build \ push-test push test lint fmt version clean licenses +.PHONY: bootstrap-test +bootstrap-test: + for _runtime in ./runtimes/*; \ + do \ + echo "Copying Tox configuration to $$_runtime..."; \ + cp tox.runtime.ini $$_runtime/tox.ini; \ + done + install-dev: poetry install --sync --with all-runtimes --with all-runtimes-dev diff --git a/poetry.lock b/poetry.lock index 61d5846c2..0b0516753 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2655,13 +2655,13 @@ files = [ [[package]] name = "jinja2" -version = "3.1.3" +version = "3.1.4" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" files = [ - {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"}, - {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"}, + {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"}, + {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"}, ] [package.dependencies] @@ -7404,13 +7404,13 @@ testing = ["build[virtualenv] (>=1.0.3)", "covdefaults (>=2.3)", "detect-test-po [[package]] name = "tqdm" -version = "4.66.2" +version = "4.66.3" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" files = [ - {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"}, - {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"}, + {file = "tqdm-4.66.3-py3-none-any.whl", hash = "sha256:4f41d54107ff9a223dca80b53efe4fb654c67efaba7f47bada3ee9d50e05bd53"}, + {file = "tqdm-4.66.3.tar.gz", hash = "sha256:23097a41eba115ba99ecae40d06444c15d1c0c698d527a01c6c8bd1c5d0647e5"}, ] [package.dependencies] @@ -8422,4 +8422,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "76bae1ad422aba591bf2ed9b9fdf04f5d38ef1f7d494908f6276fbb92c712c52" +content-hash = "a0089ebf9891465b56ad5451a053712de395f94f34aa4e900eead50923c9c4ab" diff --git a/pyproject.toml b/pyproject.toml index 0cf549d9c..c59a247c2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -76,6 +76,9 @@ opentelemetry-instrumentation-grpc = ">=0.43b0" opentelemetry-exporter-otlp-proto-grpc = "^1.22.0" pytest-lazy-fixture = "^0.6.3" +[tool.poetry.group.test.dependencies] +tox = "4.14.2" + [tool.poetry.group.dev.dependencies] datamodel-code-generator = "0.25.5" grpcio-tools = "1.48.2" diff --git a/runtimes/alibi-detect/tox.ini b/runtimes/alibi-detect/tox.ini index 026940b6f..bc9e828df 100644 --- a/runtimes/alibi-detect/tox.ini +++ b/runtimes/alibi-detect/tox.ini @@ -4,7 +4,7 @@ isolated_build = true [testenv] allowlist_externals = poetry commands_pre = - poetry install --sync --no-root + poetry install --sync --no-root poetry install -C {toxinidir}/../../ commands = python -m pytest {posargs} -n auto \ diff --git a/runtimes/alibi-explain/tox.ini b/runtimes/alibi-explain/tox.ini index 026940b6f..bc9e828df 100644 --- a/runtimes/alibi-explain/tox.ini +++ b/runtimes/alibi-explain/tox.ini @@ -4,7 +4,7 @@ isolated_build = true [testenv] allowlist_externals = poetry commands_pre = - poetry install --sync --no-root + poetry install --sync --no-root poetry install -C {toxinidir}/../../ commands = python -m pytest {posargs} -n auto \ diff --git a/runtimes/catboost/tox.ini b/runtimes/catboost/tox.ini index 21f3266d4..bc9e828df 100644 --- a/runtimes/catboost/tox.ini +++ b/runtimes/catboost/tox.ini @@ -4,8 +4,8 @@ isolated_build = true [testenv] allowlist_externals = poetry commands_pre = - poetry install --sync --no-root + poetry install --sync --no-root poetry install -C {toxinidir}/../../ commands = - python -m pytest {posargs} \ + python -m pytest {posargs} -n auto \ {toxinidir}/tests diff --git a/runtimes/huggingface/tox.ini b/runtimes/huggingface/tox.ini index 026940b6f..bc9e828df 100644 --- a/runtimes/huggingface/tox.ini +++ b/runtimes/huggingface/tox.ini @@ -4,7 +4,7 @@ isolated_build = true [testenv] allowlist_externals = poetry commands_pre = - poetry install --sync --no-root + poetry install --sync --no-root poetry install -C {toxinidir}/../../ commands = python -m pytest {posargs} -n auto \ diff --git a/runtimes/lightgbm/tox.ini b/runtimes/lightgbm/tox.ini index 026940b6f..bc9e828df 100644 --- a/runtimes/lightgbm/tox.ini +++ b/runtimes/lightgbm/tox.ini @@ -4,7 +4,7 @@ isolated_build = true [testenv] allowlist_externals = poetry commands_pre = - poetry install --sync --no-root + poetry install --sync --no-root poetry install -C {toxinidir}/../../ commands = python -m pytest {posargs} -n auto \ diff --git a/runtimes/mlflow/tox.ini b/runtimes/mlflow/tox.ini index 026940b6f..bc9e828df 100644 --- a/runtimes/mlflow/tox.ini +++ b/runtimes/mlflow/tox.ini @@ -4,7 +4,7 @@ isolated_build = true [testenv] allowlist_externals = poetry commands_pre = - poetry install --sync --no-root + poetry install --sync --no-root poetry install -C {toxinidir}/../../ commands = python -m pytest {posargs} -n auto \ diff --git a/runtimes/mllib/tox.ini b/runtimes/mllib/tox.ini index 026940b6f..bc9e828df 100644 --- a/runtimes/mllib/tox.ini +++ b/runtimes/mllib/tox.ini @@ -4,7 +4,7 @@ isolated_build = true [testenv] allowlist_externals = poetry commands_pre = - poetry install --sync --no-root + poetry install --sync --no-root poetry install -C {toxinidir}/../../ commands = python -m pytest {posargs} -n auto \ diff --git a/runtimes/sklearn/tox.ini b/runtimes/sklearn/tox.ini index 026940b6f..bc9e828df 100644 --- a/runtimes/sklearn/tox.ini +++ b/runtimes/sklearn/tox.ini @@ -4,7 +4,7 @@ isolated_build = true [testenv] allowlist_externals = poetry commands_pre = - poetry install --sync --no-root + poetry install --sync --no-root poetry install -C {toxinidir}/../../ commands = python -m pytest {posargs} -n auto \ diff --git a/runtimes/xgboost/tox.ini b/runtimes/xgboost/tox.ini index 026940b6f..bc9e828df 100644 --- a/runtimes/xgboost/tox.ini +++ b/runtimes/xgboost/tox.ini @@ -4,7 +4,7 @@ isolated_build = true [testenv] allowlist_externals = poetry commands_pre = - poetry install --sync --no-root + poetry install --sync --no-root poetry install -C {toxinidir}/../../ commands = python -m pytest {posargs} -n auto \ diff --git a/tox.runtime.ini b/tox.runtime.ini new file mode 100644 index 000000000..bc9e828df --- /dev/null +++ b/tox.runtime.ini @@ -0,0 +1,11 @@ +[tox] +isolated_build = true + +[testenv] +allowlist_externals = poetry +commands_pre = + poetry install --sync --no-root + poetry install -C {toxinidir}/../../ +commands = + python -m pytest {posargs} -n auto \ + {toxinidir}/tests From 3af34a0c04893dabe24b1e416da2515f3c6e63c5 Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Thu, 13 Jun 2024 15:37:53 +0100 Subject: [PATCH 090/171] Bumped to 1.6.0.dev2 (#1803) --- docs/conf.py | 2 +- mlserver/version.py | 2 +- pyproject.toml | 2 +- runtimes/alibi-detect/mlserver_alibi_detect/version.py | 2 +- runtimes/alibi-detect/pyproject.toml | 2 +- runtimes/alibi-explain/mlserver_alibi_explain/version.py | 2 +- runtimes/alibi-explain/pyproject.toml | 2 +- runtimes/catboost/mlserver_catboost/version.py | 2 +- runtimes/catboost/pyproject.toml | 2 +- runtimes/huggingface/mlserver_huggingface/version.py | 2 +- runtimes/huggingface/pyproject.toml | 2 +- runtimes/lightgbm/mlserver_lightgbm/version.py | 2 +- runtimes/lightgbm/pyproject.toml | 2 +- runtimes/mlflow/mlserver_mlflow/version.py | 2 +- runtimes/mlflow/pyproject.toml | 2 +- runtimes/mllib/mlserver_mllib/version.py | 2 +- runtimes/mllib/pyproject.toml | 2 +- runtimes/sklearn/mlserver_sklearn/version.py | 2 +- runtimes/sklearn/pyproject.toml | 2 +- runtimes/xgboost/mlserver_xgboost/version.py | 2 +- runtimes/xgboost/pyproject.toml | 2 +- 21 files changed, 21 insertions(+), 21 deletions(-) diff --git a/docs/conf.py b/docs/conf.py index 05c4e7602..52a1d6e20 100755 --- a/docs/conf.py +++ b/docs/conf.py @@ -24,7 +24,7 @@ author = "Seldon Technologies" # The full version, including alpha/beta/rc tags -release = "1.6.0.dev1" +release = "1.6.0.dev2" # -- General configuration --------------------------------------------------- diff --git a/mlserver/version.py b/mlserver/version.py index 1bfd6ebf5..a744fe1e9 100644 --- a/mlserver/version.py +++ b/mlserver/version.py @@ -1 +1 @@ -__version__ = "1.6.0.dev1" +__version__ = "1.6.0.dev2" diff --git a/pyproject.toml b/pyproject.toml index c59a247c2..679d357e6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver" -version = "1.6.0.dev1" +version = "1.6.0.dev2" description = "MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/alibi-detect/mlserver_alibi_detect/version.py b/runtimes/alibi-detect/mlserver_alibi_detect/version.py index 1bfd6ebf5..a744fe1e9 100644 --- a/runtimes/alibi-detect/mlserver_alibi_detect/version.py +++ b/runtimes/alibi-detect/mlserver_alibi_detect/version.py @@ -1 +1 @@ -__version__ = "1.6.0.dev1" +__version__ = "1.6.0.dev2" diff --git a/runtimes/alibi-detect/pyproject.toml b/runtimes/alibi-detect/pyproject.toml index 968b71c72..8f6bbec13 100644 --- a/runtimes/alibi-detect/pyproject.toml +++ b/runtimes/alibi-detect/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-alibi-detect" -version = "1.6.0.dev1" +version = "1.6.0.dev2" description = "Alibi-Detect runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/alibi-explain/mlserver_alibi_explain/version.py b/runtimes/alibi-explain/mlserver_alibi_explain/version.py index 1bfd6ebf5..a744fe1e9 100644 --- a/runtimes/alibi-explain/mlserver_alibi_explain/version.py +++ b/runtimes/alibi-explain/mlserver_alibi_explain/version.py @@ -1 +1 @@ -__version__ = "1.6.0.dev1" +__version__ = "1.6.0.dev2" diff --git a/runtimes/alibi-explain/pyproject.toml b/runtimes/alibi-explain/pyproject.toml index 9c4de288a..117d8622b 100644 --- a/runtimes/alibi-explain/pyproject.toml +++ b/runtimes/alibi-explain/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-alibi-explain" -version = "1.6.0.dev1" +version = "1.6.0.dev2" description = "Alibi-Explain runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/catboost/mlserver_catboost/version.py b/runtimes/catboost/mlserver_catboost/version.py index 1bfd6ebf5..a744fe1e9 100644 --- a/runtimes/catboost/mlserver_catboost/version.py +++ b/runtimes/catboost/mlserver_catboost/version.py @@ -1 +1 @@ -__version__ = "1.6.0.dev1" +__version__ = "1.6.0.dev2" diff --git a/runtimes/catboost/pyproject.toml b/runtimes/catboost/pyproject.toml index e491eff1c..e3d4d7ee9 100644 --- a/runtimes/catboost/pyproject.toml +++ b/runtimes/catboost/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-catboost" -version = "1.6.0.dev1" +version = "1.6.0.dev2" description = "Catboost runtime for MLServer" authors = ["Theofilos Papapanagiotou "] maintainers = ["Seldon Technologies Ltd. "] diff --git a/runtimes/huggingface/mlserver_huggingface/version.py b/runtimes/huggingface/mlserver_huggingface/version.py index 1bfd6ebf5..a744fe1e9 100644 --- a/runtimes/huggingface/mlserver_huggingface/version.py +++ b/runtimes/huggingface/mlserver_huggingface/version.py @@ -1 +1 @@ -__version__ = "1.6.0.dev1" +__version__ = "1.6.0.dev2" diff --git a/runtimes/huggingface/pyproject.toml b/runtimes/huggingface/pyproject.toml index 5bbe20e4a..3a46088b7 100644 --- a/runtimes/huggingface/pyproject.toml +++ b/runtimes/huggingface/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-huggingface" -version = "1.6.0.dev1" +version = "1.6.0.dev2" description = "HuggingFace runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/lightgbm/mlserver_lightgbm/version.py b/runtimes/lightgbm/mlserver_lightgbm/version.py index 1bfd6ebf5..a744fe1e9 100644 --- a/runtimes/lightgbm/mlserver_lightgbm/version.py +++ b/runtimes/lightgbm/mlserver_lightgbm/version.py @@ -1 +1 @@ -__version__ = "1.6.0.dev1" +__version__ = "1.6.0.dev2" diff --git a/runtimes/lightgbm/pyproject.toml b/runtimes/lightgbm/pyproject.toml index d364c63d6..9053d4022 100644 --- a/runtimes/lightgbm/pyproject.toml +++ b/runtimes/lightgbm/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-lightgbm" -version = "1.6.0.dev1" +version = "1.6.0.dev2" description = "LightGBM runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/mlflow/mlserver_mlflow/version.py b/runtimes/mlflow/mlserver_mlflow/version.py index 1bfd6ebf5..a744fe1e9 100644 --- a/runtimes/mlflow/mlserver_mlflow/version.py +++ b/runtimes/mlflow/mlserver_mlflow/version.py @@ -1 +1 @@ -__version__ = "1.6.0.dev1" +__version__ = "1.6.0.dev2" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index 7788a3981..5de0c01fe 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-mlflow" -version = "1.6.0.dev1" +version = "1.6.0.dev2" description = "MLflow runtime for MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" diff --git a/runtimes/mllib/mlserver_mllib/version.py b/runtimes/mllib/mlserver_mllib/version.py index 1bfd6ebf5..a744fe1e9 100644 --- a/runtimes/mllib/mlserver_mllib/version.py +++ b/runtimes/mllib/mlserver_mllib/version.py @@ -1 +1 @@ -__version__ = "1.6.0.dev1" +__version__ = "1.6.0.dev2" diff --git a/runtimes/mllib/pyproject.toml b/runtimes/mllib/pyproject.toml index 93aa022a7..6d05049af 100644 --- a/runtimes/mllib/pyproject.toml +++ b/runtimes/mllib/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "mlserver-mllib" -version = "1.6.0.dev1" +version = "1.6.0.dev2" description = "Spark MLlib runtime for MLServer" authors = ["Seldon Technologies Ltd. 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[tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} -torch = "2.3.0" +# macOS x86 deprecated +# see: https://github.com/pytorch/pytorch/issues/114602 +torch = [ + {markers = "sys_platform == 'darwin' and platform_machine == 'x86_64'", version = "<2.3.0"}, + {markers = "sys_platform != 'darwin' or platform_machine != 'x86_64'", version = "<2.4.0"} +] transformers = ">=4.30,<5.0" tensorflow = ">=2.12,<2.17" From b4075127520c2040c881ebf3470c8feafa235c4c Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Mon, 17 Jun 2024 16:25:03 +0100 Subject: [PATCH 092/171] Fixed macos kafka CI (#1807) * Update tox to run kafka separately. * Included clarification comments. --- tox.ini | 13 +++++++++++-- 1 file changed, 11 insertions(+), 2 deletions(-) diff --git a/tox.ini b/tox.ini index 173a0b803..56905ebaa 100644 --- a/tox.ini +++ b/tox.ini @@ -20,7 +20,11 @@ commands_pre = poetry install --sync --no-root commands = python -m pytest {posargs} -n auto \ - {toxinidir}/tests + {toxinidir}/tests --ignore={toxinidir}/tests/kafka + # kafka tests are failinig for macos when running in parallel + # with the entire test suite. So, we run them separately. + python -m pytest {posargs} -n auto \ + {toxinidir}/tests/kafka set_env = GITHUB_SERVER_URL = {env:GITHUB_SERVER_URL:https\://github.com} GITHUB_REPOSITORY = {env:GITHUB_REPOSITORY:SeldonIO/MLServer} @@ -41,7 +45,12 @@ commands = {toxinidir}/runtimes/mllib \ {toxinidir}/runtimes/lightgbm \ {toxinidir}/runtimes/mlflow \ - {toxinidir}/runtimes/huggingface + {toxinidir}/runtimes/huggingface \ + --ignore={toxinidir}/tests/kafka + # kafka tests are failinig for macos when running in parallel + # with the entire test suite. So, we run them separately. + python -m pytest {posargs} -n auto \ + {toxinidir}/tests/kafka set_env = GITHUB_SERVER_URL = {env:GITHUB_SERVER_URL:https\://github.com} GITHUB_REPOSITORY = {env:GITHUB_REPOSITORY:SeldonIO/MLServer} From bc4286ee1468aa09cf0939e8ad3ccc2da77ef784 Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Mon, 17 Jun 2024 16:57:29 +0100 Subject: [PATCH 093/171] Update poetry lock (#1808) * Updated lock files. * Bumped docker to 7.1.0 * Moved pytest lazy fixtures to dev --- poetry.lock | 3088 +++++++++++++++------------- pyproject.toml | 4 +- runtimes/alibi-detect/poetry.lock | 1511 +++++++------- runtimes/alibi-explain/poetry.lock | 1701 ++++++++------- runtimes/catboost/poetry.lock | 1292 ++++++------ runtimes/huggingface/poetry.lock | 2104 +++++++++---------- runtimes/lightgbm/poetry.lock | 943 ++++----- runtimes/mlflow/poetry.lock | 1655 +++++++-------- runtimes/mllib/poetry.lock | 947 ++++----- runtimes/sklearn/poetry.lock | 1074 +++++----- 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(>=5.0.3)", "zope.event", "zope.testing"] testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] From f60cf3d06f9addde0cd1e6f4b94dd8cccc83040a Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Mon, 17 Jun 2024 20:41:56 +0100 Subject: [PATCH 094/171] Re-generate license info (#1813) Co-authored-by: adriangonz <1577620+adriangonz@users.noreply.github.com> --- licenses/license.txt | 2613 +++++++++---------------- licenses/license_info.csv | 219 ++- licenses/license_info.no_versions.csv | 11 +- 3 files changed, 1071 insertions(+), 1772 deletions(-) diff --git a/licenses/license.txt b/licenses/license.txt index 7c1cdd139..7cfcd248f 100644 --- a/licenses/license.txt +++ b/licenses/license.txt @@ -48,7 +48,7 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. Flask -3.0.2 +3.0.3 BSD License Copyright 2010 Pallets @@ -81,7 +81,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. GitPython -3.1.42 +3.1.43 BSD License Copyright (C) 2008, 2009 Michael Trier and contributors All rights reserved. @@ -115,7 +115,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. Jinja2 -3.1.3 +3.1.4 BSD License Copyright 2007 Pallets @@ -148,7 +148,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. Mako -1.3.2 +1.3.5 MIT License Copyright 2006-2024 the Mako authors and contributors . @@ -172,37 +172,38 @@ SOFTWARE. Markdown -3.5.2 +3.6 BSD License -Copyright 2007, 2008 The Python Markdown Project (v. 1.7 and later) -Copyright 2004, 2005, 2006 Yuri Takhteyev (v. 0.2-1.6b) -Copyright 2004 Manfred Stienstra (the original version) +BSD 3-Clause License -All rights reserved. +Copyright 2007, 2008 The Python Markdown Project (v. 1.7 and later) +Copyright 2004, 2005, 2006 Yuri Takhteyev (v. 0.2-1.6b) +Copyright 2004 Manfred Stienstra (the original version) Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: -* Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. -* Redistributions in binary form must reproduce the above copyright - notice, this list of conditions and the following disclaimer in the - documentation and/or other materials provided with the distribution. -* Neither the name of the Python Markdown Project nor the - names of its contributors may be used to endorse or promote products - derived from this software without specific prior written permission. +1. Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. -THIS SOFTWARE IS PROVIDED BY THE PYTHON MARKDOWN PROJECT ''AS IS'' AND ANY -EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED -WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE -DISCLAIMED. IN NO EVENT SHALL ANY CONTRIBUTORS TO THE PYTHON MARKDOWN PROJECT -BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR -CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF -SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS -INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN -CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) -ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE -POSSIBILITY OF SUCH DAMAGE. +2. Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +3. Neither the name of the copyright holder nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. MarkupSafe @@ -263,8 +264,38 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +Pygments +2.18.0 +BSD License +Copyright (c) 2006-2022 by the respective authors (see AUTHORS file). +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + +* Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + +* Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + + SQLAlchemy -2.0.27 +2.0.30 MIT License Copyright 2005-2024 SQLAlchemy authors and contributors . @@ -288,7 +319,7 @@ SOFTWARE. Werkzeug -3.0.1 +3.0.3 BSD License Copyright 2007 Pallets @@ -1345,7 +1376,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. annotated-types -0.6.0 +0.7.0 MIT License The MIT License (MIT) @@ -1371,7 +1402,7 @@ SOFTWARE. anyio -4.3.0 +4.4.0 MIT License The MIT License (MIT) @@ -1396,7 +1427,7 @@ CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. argcomplete -3.2.2 +3.3.0 Apache Software License Apache License @@ -1578,7 +1609,7 @@ Apache Software License asgiref -3.7.2 +3.8.1 BSD License Copyright (c) Django Software Foundation and individual contributors. All rights reserved. @@ -1982,7 +2013,7 @@ OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. blinker -1.7.0 +1.8.2 MIT License Copyright 2010 Jason Kirtland @@ -2112,7 +2143,7 @@ Apache License, Version 2.0 UNKNOWN certifi -2024.2.2 +2024.6.2 Mozilla Public License 2.0 (MPL 2.0) This package contains a modified version of ca-bundle.crt: @@ -2702,7 +2733,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. cloudpathlib -0.16.0 +0.18.1 MIT License MIT License @@ -2822,7 +2853,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. confection -0.1.4 +0.1.5 MIT License MIT License @@ -2848,11 +2879,11 @@ SOFTWARE. contourpy -1.2.0 +1.2.1 BSD License BSD 3-Clause License -Copyright (c) 2021-2023, ContourPy Developers. +Copyright (c) 2021-2024, ContourPy Developers. All rights reserved. Redistribution and use in source and binary forms, with or without @@ -3813,7 +3844,7 @@ OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. docker -7.0.0 +7.1.0 Apache Software License Apache License @@ -4067,7 +4098,7 @@ THE SOFTWARE. evaluate -0.4.1 +0.4.2 Apache Software License Apache License @@ -4274,7 +4305,7 @@ Apache Software License exceptiongroup -1.2.0 +1.2.1 MIT License The MIT License (MIT) @@ -4352,7 +4383,7 @@ Agreement. execnet -2.0.2 +2.1.1 MIT License Permission is hereby granted, free of charge, to any person obtaining a copy @@ -4401,7 +4432,7 @@ THE SOFTWARE. filelock -3.13.1 +3.15.1 The Unlicense (Unlicense) This is free and unencumbered software released into the public domain. @@ -4481,12 +4512,12 @@ SOFTWARE. flatbuffers -23.5.26 +24.3.25 Apache Software License UNKNOWN fonttools -4.49.0 +4.53.0 MIT License MIT License @@ -4718,7 +4749,7 @@ Apache License fsspec -2024.2.0 +2024.6.0 BSD License BSD 3-Clause License @@ -4786,7 +4817,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. genson -1.2.2 +1.3.0 MIT License The MIT License (MIT) @@ -4921,7 +4952,7 @@ in the distribution package. google-auth -2.28.1 +2.30.0 Apache Software License Apache License Version 2.0, January 2004 @@ -5540,7 +5571,7 @@ Apache Software License googleapis-common-protos -1.62.0 +1.63.1 Apache Software License Apache License @@ -5888,7 +5919,7 @@ THE SOFTWARE. grpcio -1.62.1 +1.64.1 Apache Software License Apache License @@ -6508,9 +6539,32 @@ Apache Software License UNKNOWN gunicorn -21.2.0 +22.0.0 MIT License -UNKNOWN +2009-2024 (c) Benoît Chesneau +2009-2015 (c) Paul J. Davis + +Permission is hereby granted, free of charge, to any person +obtaining a copy of this software and associated documentation +files (the "Software"), to deal in the Software without +restriction, including without limitation the rights to use, +copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the +Software is furnished to do so, subject to the following +conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES +OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT +HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, +WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR +OTHER DEALINGS IN THE SOFTWARE. + h11 0.14.0 @@ -6540,7 +6594,7 @@ WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. h5py -3.10.0 +3.11.0 BSD License Copyright (c) 2008 Andrew Collette and contributors All rights reserved. @@ -6575,7 +6629,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. httpcore -1.0.4 +1.0.5 BSD License Copyright © 2020, [Encode OSS Ltd](https://www.encode.io/). All rights reserved. @@ -6650,7 +6704,7 @@ SOFTWARE. huggingface-hub -0.21.3 +0.23.4 Apache Software License Apache License Version 2.0, January 2004 @@ -6917,7 +6971,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. imageio -2.34.0 +2.34.1 BSD License Copyright (c) 2014-2022, imageio developers All rights reserved. @@ -6945,8 +6999,8 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -importlib-metadata -6.11.0 +importlib_metadata +7.1.0 Apache Software License Apache License @@ -7153,7 +7207,7 @@ Apache Software License importlib_resources -6.3.1 +6.4.0 Apache Software License Apache License @@ -7434,7 +7488,7 @@ SOFTWARE. itsdangerous -2.1.2 +2.2.0 BSD License Copyright 2011 Pallets @@ -7467,7 +7521,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. joblib -1.3.2 +1.4.2 BSD License BSD 3-Clause License @@ -7789,7 +7843,7 @@ to indicate the copyright and license terms: langcodes -3.3.0 +3.4.0 MIT License Copyright (C) 2021 Robyn Speer (rspeer@arborelia.net) MIT License @@ -7813,8 +7867,27 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +language_data +1.2.0 +MIT License +Copyright 2024 Robyn Speer + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated +documentation files (the "Software"), to deal in the Software without restriction, including without limitation +the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the +Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE +WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR +COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR +OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + lazy_loader -0.3 +0.4 BSD License BSD 3-Clause License @@ -7848,7 +7921,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. libclang -16.0.6 +18.1.1 Apache Software License ============================================================================== The LLVM Project is under the Apache License v2.0 with LLVM Exceptions: @@ -8157,7 +8230,7 @@ SOFTWARE. lightning-utilities -0.10.1 +0.11.2 Apache-2.0 Apache License Version 2.0, January 2004 @@ -8363,7 +8436,7 @@ Apache-2.0 llvmlite -0.41.1 +0.42.0 BSD Copyright (c) 2014-, Continuum Analytics, Inc. All rights reserved. @@ -8425,134 +8498,157 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -matplotlib -3.8.3 -Python Software Foundation License -The STIX fonts distributed with matplotlib have been modified from -their canonical form. They have been converted from OTF to TTF format -using Fontforge and this script: +marisa-trie +1.2.0 +MIT License +Copyright (c) marisa-trie authors and contributors, 2012-2024 - #!/usr/bin/env fontforge - i=1 - while ( i<$argc ) - Open($argv[i]) - Generate($argv[i]:r + ".ttf") - i = i+1 - endloop +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is furnished +to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. -The original STIX Font License begins below. +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, +INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR +A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT +HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF +CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE +OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ------------------------------------------------------------ -STIX Font License +markdown-it-py +3.0.0 +MIT License +MIT License + +Copyright (c) 2020 ExecutableBookProject + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + + +matplotlib +3.9.0 +Python Software Foundation License +License agreement for matplotlib versions 1.3.0 and later +========================================================= + +1. This LICENSE AGREEMENT is between the Matplotlib Development Team +("MDT"), and the Individual or Organization ("Licensee") accessing and +otherwise using matplotlib software in source or binary form and its +associated documentation. + +2. Subject to the terms and conditions of this License Agreement, MDT +hereby grants Licensee a nonexclusive, royalty-free, world-wide license +to reproduce, analyze, test, perform and/or display publicly, prepare +derivative works, distribute, and otherwise use matplotlib +alone or in any derivative version, provided, however, that MDT's +License Agreement and MDT's notice of copyright, i.e., "Copyright (c) +2012- Matplotlib Development Team; All Rights Reserved" are retained in +matplotlib alone or in any derivative version prepared by +Licensee. + +3. In the event Licensee prepares a derivative work that is based on or +incorporates matplotlib or any part thereof, and wants to +make the derivative work available to others as provided herein, then +Licensee hereby agrees to include in any such work a brief summary of +the changes made to matplotlib . + +4. MDT is making matplotlib available to Licensee on an "AS +IS" basis. MDT MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR +IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, MDT MAKES NO AND +DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS +FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF MATPLOTLIB +WILL NOT INFRINGE ANY THIRD PARTY RIGHTS. -24 May 2010 +5. MDT SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF MATPLOTLIB + FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR +LOSS AS A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING +MATPLOTLIB , OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF +THE POSSIBILITY THEREOF. -Copyright (c) 2001-2010 by the STI Pub Companies, consisting of the American -Institute of Physics, the American Chemical Society, the American Mathematical -Society, the American Physical Society, Elsevier, Inc., and The Institute of -Electrical and Electronic Engineers, Inc. (www.stixfonts.org), with Reserved -Font Name STIX Fonts, STIX Fonts (TM) is a trademark of The Institute of -Electrical and Electronics Engineers, Inc. +6. This License Agreement will automatically terminate upon a material +breach of its terms and conditions. -Portions copyright (c) 1998-2003 by MicroPress, Inc. (www.micropress-inc.com), -with Reserved Font Name TM Math. To obtain additional mathematical fonts, please -contact MicroPress, Inc., 68-30 Harrow Street, Forest Hills, NY 11375, USA, -Phone: (718) 575-1816. +7. Nothing in this License Agreement shall be deemed to create any +relationship of agency, partnership, or joint venture between MDT and +Licensee. This License Agreement does not grant permission to use MDT +trademarks or trade name in a trademark sense to endorse or promote +products or services of Licensee, or any third party. -Portions copyright (c) 1990 by Elsevier, Inc. +8. By copying, installing or otherwise using matplotlib , +Licensee agrees to be bound by the terms and conditions of this License +Agreement. -This Font Software is licensed under the SIL Open Font License, Version 1.1. -This license is copied below, and is also available with a FAQ at: -https://scripts.sil.org/OFL +License agreement for matplotlib versions prior to 1.3.0 +======================================================== ------------------------------------------------------------ -SIL OPEN FONT LICENSE Version 1.1 - 26 February 2007 ------------------------------------------------------------ +1. This LICENSE AGREEMENT is between John D. Hunter ("JDH"), and the +Individual or Organization ("Licensee") accessing and otherwise using +matplotlib software in source or binary form and its associated +documentation. -PREAMBLE -The goals of the Open Font License (OFL) are to stimulate worldwide -development of collaborative font projects, to support the font creation -efforts of academic and linguistic communities, and to provide a free and -open framework in which fonts may be shared and improved in partnership -with others. - -The OFL allows the licensed fonts to be used, studied, modified and -redistributed freely as long as they are not sold by themselves. The -fonts, including any derivative works, can be bundled, embedded, -redistributed and/or sold with any software provided that any reserved -names are not used by derivative works. The fonts and derivatives, -however, cannot be released under any other type of license. The -requirement for fonts to remain under this license does not apply -to any document created using the fonts or their derivatives. - -DEFINITIONS -"Font Software" refers to the set of files released by the Copyright -Holder(s) under this license and clearly marked as such. This may -include source files, build scripts and documentation. - -"Reserved Font Name" refers to any names specified as such after the -copyright statement(s). - -"Original Version" refers to the collection of Font Software components as -distributed by the Copyright Holder(s). - -"Modified Version" refers to any derivative made by adding to, deleting, -or substituting -- in part or in whole -- any of the components of the -Original Version, by changing formats or by porting the Font Software to a -new environment. - -"Author" refers to any designer, engineer, programmer, technical -writer or other person who contributed to the Font Software. - -PERMISSION & CONDITIONS -Permission is hereby granted, free of charge, to any person obtaining -a copy of the Font Software, to use, study, copy, merge, embed, modify, -redistribute, and sell modified and unmodified copies of the Font -Software, subject to the following conditions: - -1) Neither the Font Software nor any of its individual components, -in Original or Modified Versions, may be sold by itself. - -2) Original or Modified Versions of the Font Software may be bundled, -redistributed and/or sold with any software, provided that each copy -contains the above copyright notice and this license. These can be -included either as stand-alone text files, human-readable headers or -in the appropriate machine-readable metadata fields within text or -binary files as long as those fields can be easily viewed by the user. - -3) No Modified Version of the Font Software may use the Reserved Font -Name(s) unless explicit written permission is granted by the corresponding -Copyright Holder. This restriction only applies to the primary font name as -presented to the users. - -4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font -Software shall not be used to promote, endorse or advertise any -Modified Version, except to acknowledge the contribution(s) of the -Copyright Holder(s) and the Author(s) or with their explicit written -permission. +2. Subject to the terms and conditions of this License Agreement, JDH +hereby grants Licensee a nonexclusive, royalty-free, world-wide license +to reproduce, analyze, test, perform and/or display publicly, prepare +derivative works, distribute, and otherwise use matplotlib +alone or in any derivative version, provided, however, that JDH's +License Agreement and JDH's notice of copyright, i.e., "Copyright (c) +2002-2011 John D. Hunter; All Rights Reserved" are retained in +matplotlib alone or in any derivative version prepared by +Licensee. + +3. In the event Licensee prepares a derivative work that is based on or +incorporates matplotlib or any part thereof, and wants to +make the derivative work available to others as provided herein, then +Licensee hereby agrees to include in any such work a brief summary of +the changes made to matplotlib. + +4. JDH is making matplotlib available to Licensee on an "AS +IS" basis. JDH MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR +IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, JDH MAKES NO AND +DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS +FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF MATPLOTLIB +WILL NOT INFRINGE ANY THIRD PARTY RIGHTS. -5) The Font Software, modified or unmodified, in part or in whole, -must be distributed entirely under this license, and must not be -distributed under any other license. The requirement for fonts to -remain under this license does not apply to any document created -using the Font Software. +5. JDH SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF MATPLOTLIB + FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR +LOSS AS A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING +MATPLOTLIB , OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF +THE POSSIBILITY THEREOF. -TERMINATION -This license becomes null and void if any of the above conditions are -not met. +6. This License Agreement will automatically terminate upon a material +breach of its terms and conditions. -DISCLAIMER -THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, -EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF -MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT -OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE -COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, -INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL -DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING -FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM -OTHER DEALINGS IN THE FONT SOFTWARE. +7. Nothing in this License Agreement shall be deemed to create any +relationship of agency, partnership, or joint venture between JDH and +Licensee. This License Agreement does not grant permission to use JDH +trademarks or trade name in a trademark sense to endorse or promote +products or services of Licensee, or any third party. +8. By copying, installing or otherwise using matplotlib, +Licensee agrees to be bound by the terms and conditions of this License +Agreement. mccabe 0.7.0 @@ -8584,6 +8680,57 @@ CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +mdurl +0.1.2 +MIT License +Copyright (c) 2015 Vitaly Puzrin, Alex Kocharin. +Copyright (c) 2021 Taneli Hukkinen + +Permission is hereby granted, free of charge, to any person +obtaining a copy of this software and associated documentation +files (the "Software"), to deal in the Software without +restriction, including without limitation the rights to use, +copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the +Software is furnished to do so, subject to the following +conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES +OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT +HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, +WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR +OTHER DEALINGS IN THE SOFTWARE. + +-------------------------------------------------------------------------------- + +.parse() is based on Joyent's node.js `url` code: + +Copyright Joyent, Inc. and other Node contributors. All rights reserved. +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to +deal in the Software without restriction, including without limitation the +rights to use, copy, modify, merge, publish, distribute, sublicense, and/or +sell copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS +IN THE SOFTWARE. + + ml-dtypes 0.2.0 Apache Software License @@ -8963,7 +9110,7 @@ Exhibit B - "Incompatible With Secondary Licenses" Notice mlflow -2.12.1 +2.13.1 Apache Software License Copyright 2018 Databricks, Inc. All rights reserved. @@ -9170,7 +9317,7 @@ Copyright 2018 Databricks, Inc. All rights reserved. mlserver -1.5.0.dev1 +1.6.0.dev2 Apache Software License Apache License Version 2.0, January 2004 @@ -9376,7 +9523,7 @@ Apache Software License mlserver-alibi-detect -1.5.0.dev1 +1.6.0.dev2 Apache Software License Apache License Version 2.0, January 2004 @@ -9582,7 +9729,7 @@ Apache Software License mlserver-alibi-explain -1.5.0.dev1 +1.6.0.dev2 Apache Software License Apache License Version 2.0, January 2004 @@ -9788,7 +9935,7 @@ Apache Software License mlserver-catboost -1.5.0.dev1 +1.6.0.dev2 Apache Software License Apache License Version 2.0, January 2004 @@ -9994,7 +10141,7 @@ Apache Software License mlserver-huggingface -1.5.0.dev1 +1.6.0.dev2 Apache Software License Apache License Version 2.0, January 2004 @@ -10200,7 +10347,7 @@ Apache Software License mlserver-lightgbm -1.5.0.dev1 +1.6.0.dev2 Apache Software License Apache License Version 2.0, January 2004 @@ -10406,7 +10553,7 @@ Apache Software License mlserver-mlflow -1.5.0.dev1 +1.6.0.dev2 Apache Software License Apache License Version 2.0, January 2004 @@ -10612,7 +10759,7 @@ Apache Software License mlserver-sklearn -1.5.0.dev1 +1.6.0.dev2 Apache Software License Apache License Version 2.0, January 2004 @@ -10818,7 +10965,7 @@ Apache Software License mlserver-xgboost -1.5.0.dev1 +1.6.0.dev2 Apache Software License Apache License Version 2.0, January 2004 @@ -11447,7 +11594,7 @@ NetworkX is distributed with the 3-clause BSD license. numba -0.58.1 +0.59.1 BSD License Copyright (c) 2012, Anaconda, Inc. 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However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "[]" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. + opentelemetry-exporter-otlp-proto-common -1.23.0 +1.25.0 Apache Software License Apache License Version 2.0, January 2004 @@ -16243,7 +15515,7 @@ Apache Software License same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright The OpenTelemetry Authors + Copyright [yyyy] [name of copyright owner] Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -16259,7 +15531,7 @@ Apache Software License opentelemetry-exporter-otlp-proto-grpc -1.23.0 +1.25.0 Apache Software License Apache License Version 2.0, January 2004 @@ -16449,7 +15721,7 @@ Apache Software License same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright The OpenTelemetry Authors + Copyright [yyyy] [name of copyright owner] Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -16465,7 +15737,7 @@ Apache Software License opentelemetry-instrumentation -0.44b0 +0.46b0 Apache Software License Apache License Version 2.0, January 2004 @@ -16655,7 +15927,7 @@ Apache Software License same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright The OpenTelemetry Authors + Copyright [yyyy] [name of copyright owner] Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -16671,7 +15943,7 @@ Apache Software License opentelemetry-instrumentation-asgi -0.44b0 +0.46b0 Apache Software License Apache License Version 2.0, January 2004 @@ -16861,7 +16133,7 @@ Apache Software License same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright The OpenTelemetry Authors + Copyright [yyyy] [name of copyright owner] Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -16877,7 +16149,7 @@ Apache Software License opentelemetry-instrumentation-fastapi -0.44b0 +0.46b0 Apache Software License Apache License Version 2.0, January 2004 @@ -17067,7 +16339,7 @@ Apache Software License same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright The OpenTelemetry Authors + Copyright [yyyy] [name of copyright owner] Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -17083,7 +16355,7 @@ Apache Software License opentelemetry-instrumentation-grpc -0.44b0 +0.46b0 Apache Software License Apache License Version 2.0, January 2004 @@ -17273,7 +16545,7 @@ Apache Software License same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright The OpenTelemetry Authors + Copyright [yyyy] [name of copyright owner] Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -17289,7 +16561,7 @@ Apache Software License opentelemetry-proto -1.23.0 +1.25.0 Apache Software License Apache License Version 2.0, January 2004 @@ -17479,7 +16751,7 @@ Apache Software License same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright The OpenTelemetry Authors + Copyright [yyyy] [name of copyright owner] Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -17495,7 +16767,7 @@ Apache Software License opentelemetry-sdk -1.23.0 +1.25.0 Apache Software License Apache License Version 2.0, January 2004 @@ -17685,7 +16957,7 @@ Apache Software License same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright The OpenTelemetry Authors + Copyright [yyyy] [name of copyright owner] Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -17701,7 +16973,7 @@ Apache Software License opentelemetry-semantic-conventions -0.44b0 +0.46b0 Apache Software License Apache License Version 2.0, January 2004 @@ -17891,7 +17163,7 @@ Apache Software License same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright The OpenTelemetry Authors + Copyright [yyyy] [name of copyright owner] Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -17907,7 +17179,7 @@ Apache Software License opentelemetry-util-http -0.44b0 +0.46b0 Apache Software License UNKNOWN @@ -17939,7 +17211,7 @@ SOFTWARE. optimum -1.17.1 +1.20.0 Apache Software License Apache License Version 2.0, January 2004 @@ -18145,7 +17417,7 @@ Apache Software License orjson -3.9.15 +3.10.5 Apache Software License; MIT License Apache License Version 2.0, January 2004 @@ -18351,7 +17623,7 @@ limitations under the License. packaging -23.2 +24.1 Apache Software License; BSD License This software is made available under the terms of *either* of the licenses found in LICENSE.APACHE or LICENSE.BSD. Contributions to this software is made @@ -20121,7 +19393,7 @@ the FAQ for more information on the distribution of modified source versions. platformdirs -4.2.0 +4.2.2 MIT License MIT License @@ -20173,7 +19445,7 @@ THE SOFTWARE. pluggy -1.4.0 +1.5.0 MIT License The MIT License (MIT) @@ -20642,7 +19914,7 @@ UNKNOWN pyarrow -15.0.0 +15.0.2 Apache Software License Apache License @@ -22901,7 +22173,7 @@ SOFTWARE. pyasn1 -0.5.1 +0.6.0 BSD License Copyright (c) 2005-2020, Ilya Etingof All rights reserved. @@ -22929,8 +22201,8 @@ ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. -pyasn1-modules -0.3.0 +pyasn1_modules +0.4.0 BSD License Copyright (c) 2005-2020, Ilya Etingof All rights reserved. @@ -23093,7 +22365,7 @@ WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. pyparsing -3.1.1 +3.1.2 MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the @@ -23481,7 +22753,7 @@ MIT License python-dateutil -2.8.2 +2.9.0.post0 Apache Software License; BSD License Copyright 2017- Paul Ganssle Copyright 2017- dateutil contributors (see AUTHORS file) @@ -23590,7 +22862,7 @@ limitations under the License. python-rapidjson -1.16 +1.17 MIT License python-rapidjson is licensed under the MIT license. @@ -23824,7 +23096,7 @@ Apache Software License pytz -2023.4 +2024.1 MIT License Copyright (c) 2003-2019 Stuart Bishop @@ -23872,7 +23144,7 @@ SOFTWARE. regex -2023.12.25 +2024.5.15 Apache Software License This work was derived from the 're' module of CPython 2.6 and CPython 3.1, copyright (c) 1998-2001 by Secret Labs AB and licensed under CNRI's Python 1.6 @@ -24085,7 +23357,7 @@ All additions and alterations are licensed under the Apache 2.0 License. requests -2.31.0 +2.32.3 Apache Software License Apache License @@ -24450,7 +23722,7 @@ All rights reserved. requests-oauthlib -1.3.1 +2.0.0 BSD License ISC License @@ -24675,6 +23947,30 @@ See the License for the specific language governing permissions and limitations under the License. +rich +13.7.1 +MIT License +Copyright (c) 2020 Will McGugan + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + + rsa 4.9 Apache Software License @@ -24694,7 +23990,7 @@ limitations under the License. safetensors -0.4.2 +0.4.3 Apache Software License UNKNOWN @@ -24849,41 +24145,12 @@ SOFTWARE. scikit-learn -1.4.1.post1 +1.5.0 BSD License -BSD 3-Clause License - -Copyright (c) 2007-2023 The scikit-learn developers. -All rights reserved. - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are met: - -* Redistributions of source code must retain the above copyright notice, this - list of conditions and the following disclaimer. - -* Redistributions in binary form must reproduce the above copyright notice, - this list of conditions and the following disclaimer in the documentation - and/or other materials provided with the distribution. - -* Neither the name of the copyright holder nor the names of its - contributors may be used to endorse or promote products derived from - this software without specific prior written permission. - -THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" -AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE -IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE -DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE -FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL -DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR -SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER -CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, -OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE -OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. - +UNKNOWN scipy -1.12.0 +1.13.1 BSD License Copyright (C) 2010-2019 Max-Planck-Society All rights reserved. @@ -24943,6 +24210,24 @@ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +shellingham +1.5.4 +ISC License (ISCL) +Copyright (c) 2018, Tzu-ping Chung + +Permission to use, copy, modify, and distribute this software for any +purpose with or without fee is hereby granted, provided that the above +copyright notice and this permission notice appear in all copies. + +THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES +WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF +MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR +ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES +WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN +ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF +OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. + + six 1.16.0 MIT License @@ -24993,7 +24278,7 @@ SOFTWARE. smart-open -6.4.0 +7.0.4 MIT License The MIT License (MIT) @@ -25063,11 +24348,11 @@ made under the terms of *both* these licenses. spacy -3.7.4 +3.7.5 MIT License The MIT License (MIT) -Copyright (C) 2016-2023 ExplosionAI GmbH, 2016 spaCy GmbH, 2015 Matthew Honnibal +Copyright (C) 2016-2024 ExplosionAI GmbH, 2016 spaCy GmbH, 2015 Matthew Honnibal Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal @@ -25255,7 +24540,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. starlette_exporter -0.21.0 +0.22.0 Apache License 2.0 Apache License Version 2.0, January 2004 @@ -25461,7 +24746,7 @@ Apache License 2.0 sympy -1.12 +1.12.1 BSD License The MIT License (MIT) @@ -26530,7 +25815,7 @@ Apache Software License UNKNOWN tensorflow-io-gcs-filesystem -0.36.0 +0.37.0 Apache Software License Apache License Version 2.0, January 2004 @@ -26765,7 +26050,7 @@ THE SOFTWARE. thinc -8.2.3 +8.2.4 MIT License The MIT License (MIT) @@ -26791,7 +26076,7 @@ THE SOFTWARE. threadpoolctl -3.3.0 +3.5.0 BSD License Copyright (c) 2019, threadpoolctl contributors @@ -26819,7 +26104,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. tifffile -2024.2.12 +2024.5.22 BSD License BSD 3-Clause License @@ -33865,7 +33150,7 @@ SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. tqdm -4.66.2 +4.66.4 MIT License; Mozilla Public License 2.0 (MPL 2.0) `tqdm` is a product of collaborative work. Unless otherwise stated, all authors (see commit logs) retain copyright @@ -33919,7 +33204,7 @@ CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. transformers -4.40.1 +4.41.2 Apache Software License Copyright 2018- The Hugging Face team. All rights reserved. @@ -34132,7 +33417,7 @@ MIT License UNKNOWN tritonclient -2.42.0 +2.46.0 BSD License # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. # @@ -34162,7 +33447,7 @@ BSD License typer -0.9.0 +0.12.3 MIT License The MIT License (MIT) @@ -34208,7 +33493,7 @@ Apache Software License UNKNOWN typing_extensions -4.10.0 +4.12.2 Python Software Foundation License A. HISTORY OF THE SOFTWARE ========================== @@ -34538,7 +33823,7 @@ SOFTWARE. uvicorn -0.28.0 +0.30.1 BSD License Copyright © 2017-present, [Encode OSS Ltd](https://www.encode.io/). All rights reserved. @@ -34778,7 +34063,7 @@ Copyright (C) 2016-present the uvloop authors and contributors. virtualenv -20.25.1 +20.26.2 MIT License Copyright (c) 2020-202x The virtualenv developers @@ -34803,7 +34088,7 @@ WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. wasabi -1.1.2 +1.1.3 MIT The MIT License (MIT) @@ -34829,7 +34114,7 @@ THE SOFTWARE. weasel -0.3.4 +0.4.1 MIT License The MIT License (MIT) @@ -35123,7 +34408,7 @@ Apache Software License zipp -3.17.0 +3.19.2 MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to @@ -35194,7 +34479,7 @@ EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. zope.interface -6.2 +6.4.post2 Zope Public License Zope Public License (ZPL) Version 2.1 diff --git a/licenses/license_info.csv b/licenses/license_info.csv index 611a254fc..7e19727c6 100644 --- a/licenses/license_info.csv +++ b/licenses/license_info.csv @@ -1,15 +1,16 @@ "Name","Version","License" "Brotli","1.1.0","MIT License" "Deprecated","1.2.14","MIT License" -"Flask","3.0.2","BSD License" -"GitPython","3.1.42","BSD License" -"Jinja2","3.1.3","BSD License" -"Mako","1.3.2","MIT License" -"Markdown","3.5.2","BSD License" +"Flask","3.0.3","BSD License" +"GitPython","3.1.43","BSD License" +"Jinja2","3.1.4","BSD License" +"Mako","1.3.5","MIT License" +"Markdown","3.6","BSD License" "MarkupSafe","2.1.5","BSD License" "PyYAML","6.0.1","MIT License" -"SQLAlchemy","2.0.27","MIT License" -"Werkzeug","3.0.1","BSD License" +"Pygments","2.18.0","BSD License" +"SQLAlchemy","2.0.30","MIT License" +"Werkzeug","3.0.3","BSD License" "absl-py","2.1.0","Apache Software License" "aiofiles","23.2.1","Apache Software License" "aiohttp","3.9.4","Apache Software License" @@ -20,30 +21,30 @@ "alibi","0.9.6","Other/Proprietary License" "alibi-detect","0.12.0","Other/Proprietary License" "aniso8601","9.0.1","BSD License" -"annotated-types","0.6.0","MIT License" -"anyio","4.3.0","MIT License" -"argcomplete","3.2.2","Apache Software License" -"asgiref","3.7.2","BSD License" +"annotated-types","0.7.0","MIT License" +"anyio","4.4.0","MIT License" +"argcomplete","3.3.0","Apache Software License" +"asgiref","3.8.1","BSD License" "astunparse","1.6.3","BSD License" "async-timeout","4.0.3","Apache Software License" "attrs","23.2.0","MIT License" "black","24.4.0","MIT License" -"blinker","1.7.0","MIT License" +"blinker","1.8.2","MIT License" "blis","0.7.11","BSD License" "cachetools","5.3.3","MIT License" "catalogue","2.0.10","MIT License" "catboost","1.2.5","Apache License, Version 2.0" -"certifi","2024.2.2","Mozilla Public License 2.0 (MPL 2.0)" +"certifi","2024.6.2","Mozilla Public License 2.0 (MPL 2.0)" "chardet","5.2.0","GNU Lesser General Public License v2 or later (LGPLv2+)" "charset-normalizer","3.3.2","MIT License" "click","8.1.7","BSD License" -"cloudpathlib","0.16.0","MIT License" +"cloudpathlib","0.18.1","MIT License" "cloudpickle","3.0.0","BSD License" "colorama","0.4.6","BSD License" "coloredlogs","15.0.1","MIT License" "conda-pack","0.7.1","BSD License" -"confection","0.1.4","MIT License" -"contourpy","1.2.0","BSD License" +"confection","0.1.5","MIT License" +"contourpy","1.2.1","BSD License" "cycler","0.12.1","BSD License" "cymem","2.0.8","MIT License" "datamodel-code-generator","0.25.5","MIT License" @@ -54,76 +55,80 @@ "distlib","0.3.8","Python Software Foundation License" "dm-tree","0.1.8","Apache Software License" "dnspython","2.6.1","ISC License (ISCL)" -"docker","7.0.0","Apache Software License" +"docker","7.1.0","Apache Software License" "email_validator","2.1.1","The Unlicense (Unlicense)" "entrypoints","0.4","MIT License" -"evaluate","0.4.1","Apache Software License" -"exceptiongroup","1.2.0","MIT License" -"execnet","2.0.2","MIT License" +"evaluate","0.4.2","Apache Software License" +"exceptiongroup","1.2.1","MIT License" +"execnet","2.1.1","MIT License" "fastapi","0.110.0","MIT License" -"filelock","3.13.1","The Unlicense (Unlicense)" +"filelock","3.15.1","The Unlicense (Unlicense)" "flake8","7.0.0","MIT License" "flake8-black","0.3.6","MIT License" -"flatbuffers","23.5.26","Apache Software License" -"fonttools","4.49.0","MIT License" +"flatbuffers","24.3.25","Apache Software License" +"fonttools","4.53.0","MIT License" "frozenlist","1.4.1","Apache Software License" -"fsspec","2024.2.0","BSD License" +"fsspec","2024.6.0","BSD License" "gast","0.5.4","BSD License" -"genson","1.2.2","MIT License" +"genson","1.3.0","MIT License" "gevent","24.2.1","MIT License" "geventhttpclient","2.0.2","MIT" "gitdb","4.0.11","BSD License" -"google-auth","2.28.1","Apache Software License" +"google-auth","2.30.0","Apache Software License" "google-auth-oauthlib","1.0.0","Apache Software License" "google-pasta","0.2.0","Apache Software License" -"googleapis-common-protos","1.62.0","Apache Software License" +"googleapis-common-protos","1.63.1","Apache Software License" "graphene","3.3","MIT" "graphql-core","3.2.3","MIT License" "graphql-relay","3.2.0","MIT License" "graphviz","0.20.3","MIT License" "greenlet","3.0.3","MIT License" -"grpcio","1.62.1","Apache Software License" +"grpcio","1.64.1","Apache Software License" "grpcio-tools","1.48.2","Apache Software License" -"gunicorn","21.2.0","MIT License" +"gunicorn","22.0.0","MIT License" "h11","0.14.0","MIT License" -"h5py","3.10.0","BSD License" -"httpcore","1.0.4","BSD License" +"h5py","3.11.0","BSD License" +"httpcore","1.0.5","BSD License" "httpx","0.27.0","BSD License" "httpx-sse","0.3.1","MIT" -"huggingface-hub","0.21.3","Apache Software License" +"huggingface-hub","0.23.4","Apache Software License" "humanfriendly","10.0","MIT License" "idna","3.7","BSD License" -"imageio","2.34.0","BSD License" -"importlib-metadata","6.11.0","Apache Software License" -"importlib_resources","6.3.1","Apache Software License" +"imageio","2.34.1","BSD License" +"importlib_metadata","7.1.0","Apache Software License" +"importlib_resources","6.4.0","Apache Software License" "inflect","5.6.2","MIT License" "iniconfig","2.0.0","MIT License" "isort","5.13.2","MIT License" -"itsdangerous","2.1.2","BSD License" -"joblib","1.3.2","BSD License" +"itsdangerous","2.2.0","BSD License" +"joblib","1.4.2","BSD License" "kafka-python","2.0.2","Apache Software License" "keras","2.14.0","Apache Software License" "kiwisolver","1.4.5","BSD License" -"langcodes","3.3.0","MIT License" -"lazy_loader","0.3","BSD License" -"libclang","16.0.6","Apache Software License" +"langcodes","3.4.0","MIT License" +"language_data","1.2.0","MIT License" +"lazy_loader","0.4","BSD License" +"libclang","18.1.1","Apache Software License" "lightgbm","4.3.0","MIT License" -"lightning-utilities","0.10.1","Apache-2.0" -"llvmlite","0.41.1","BSD" +"lightning-utilities","0.11.2","Apache-2.0" +"llvmlite","0.42.0","BSD" "makefun","1.15.2","BSD License" -"matplotlib","3.8.3","Python Software Foundation License" +"marisa-trie","1.2.0","MIT License" +"markdown-it-py","3.0.0","MIT License" +"matplotlib","3.9.0","Python Software Foundation License" "mccabe","0.7.0","MIT License" +"mdurl","0.1.2","MIT License" "ml-dtypes","0.2.0","Apache Software License" -"mlflow","2.12.1","Apache Software License" -"mlserver","1.5.0.dev1","Apache Software License" -"mlserver-alibi-detect","1.5.0.dev1","Apache Software License" -"mlserver-alibi-explain","1.5.0.dev1","Apache Software License" -"mlserver-catboost","1.5.0.dev1","Apache Software License" -"mlserver-huggingface","1.5.0.dev1","Apache Software License" -"mlserver-lightgbm","1.5.0.dev1","Apache Software License" -"mlserver-mlflow","1.5.0.dev1","Apache Software License" -"mlserver-sklearn","1.5.0.dev1","Apache Software License" -"mlserver-xgboost","1.5.0.dev1","Apache Software License" +"mlflow","2.13.1","Apache Software License" +"mlserver","1.6.0.dev2","Apache Software License" +"mlserver-alibi-detect","1.6.0.dev2","Apache Software License" +"mlserver-alibi-explain","1.6.0.dev2","Apache Software License" +"mlserver-catboost","1.6.0.dev2","Apache Software License" +"mlserver-huggingface","1.6.0.dev2","Apache Software License" +"mlserver-lightgbm","1.6.0.dev2","Apache Software License" +"mlserver-mlflow","1.6.0.dev2","Apache Software License" +"mlserver-sklearn","1.6.0.dev2","Apache Software License" +"mlserver-xgboost","1.6.0.dev2","Apache Software License" "mpmath","1.3.0","BSD License" "multidict","6.0.5","Apache Software License" "multiprocess","0.70.16","BSD License" @@ -132,7 +137,7 @@ "mypy-extensions","1.0.0","MIT License" "mypy-protobuf","3.1.0","Apache License 2.0" "networkx","3.2.1","BSD License" -"numba","0.58.1","BSD License" +"numba","0.59.1","BSD License" "numpy","1.26.4","BSD License" "nvidia-cublas-cu12","12.1.3.1","Other/Proprietary License" "nvidia-cuda-cupti-cu12","12.1.105","Other/Proprietary License" @@ -144,46 +149,46 @@ "nvidia-cusolver-cu12","11.4.5.107","Other/Proprietary License" "nvidia-cusparse-cu12","12.1.0.106","Other/Proprietary License" "nvidia-nccl-cu12","2.19.3","Other/Proprietary License" -"nvidia-nvjitlink-cu12","12.3.101","Other/Proprietary License" +"nvidia-nvjitlink-cu12","12.5.40","Other/Proprietary License" "nvidia-nvtx-cu12","12.1.105","Other/Proprietary License" "oauthlib","3.2.2","BSD License" -"onnx","1.16.0","Apache License v2.0" -"onnxruntime","1.17.1","MIT License" -"opencv-python","4.9.0.80","Apache Software License" -"opentelemetry-api","1.23.0","Apache Software License" -"opentelemetry-exporter-otlp-proto-common","1.23.0","Apache Software License" -"opentelemetry-exporter-otlp-proto-grpc","1.23.0","Apache Software License" -"opentelemetry-instrumentation","0.44b0","Apache Software License" -"opentelemetry-instrumentation-asgi","0.44b0","Apache Software License" -"opentelemetry-instrumentation-fastapi","0.44b0","Apache Software License" -"opentelemetry-instrumentation-grpc","0.44b0","Apache Software License" -"opentelemetry-proto","1.23.0","Apache Software License" -"opentelemetry-sdk","1.23.0","Apache Software License" -"opentelemetry-semantic-conventions","0.44b0","Apache Software License" -"opentelemetry-util-http","0.44b0","Apache Software License" +"onnx","1.16.1","Apache License v2.0" +"onnxruntime","1.18.0","MIT License" +"opencv-python","4.10.0.82","Apache Software License" +"opentelemetry-api","1.25.0","Apache Software License" +"opentelemetry-exporter-otlp-proto-common","1.25.0","Apache Software License" +"opentelemetry-exporter-otlp-proto-grpc","1.25.0","Apache Software License" +"opentelemetry-instrumentation","0.46b0","Apache Software License" +"opentelemetry-instrumentation-asgi","0.46b0","Apache Software License" +"opentelemetry-instrumentation-fastapi","0.46b0","Apache Software License" +"opentelemetry-instrumentation-grpc","0.46b0","Apache Software License" +"opentelemetry-proto","1.25.0","Apache Software License" +"opentelemetry-sdk","1.25.0","Apache Software License" +"opentelemetry-semantic-conventions","0.46b0","Apache Software License" +"opentelemetry-util-http","0.46b0","Apache Software License" "opt-einsum","3.3.0","MIT" -"optimum","1.17.1","Apache Software License" -"orjson","3.9.15","Apache Software License; MIT License" -"packaging","23.2","Apache Software License; BSD License" +"optimum","1.20.0","Apache Software License" +"orjson","3.10.5","Apache Software License; MIT License" +"packaging","24.1","Apache Software License; BSD License" "pandas","2.2.2","BSD License" "pathspec","0.12.1","Mozilla Public License 2.0 (MPL 2.0)" "pillow","10.3.0","Historical Permission Notice and Disclaimer (HPND)" -"platformdirs","4.2.0","MIT License" +"platformdirs","4.2.2","MIT License" "plotly","5.22.0","MIT License" -"pluggy","1.4.0","MIT License" +"pluggy","1.5.0","MIT License" "preshed","3.0.9","MIT License" "prometheus_client","0.20.0","Apache Software License" "protobuf","3.20.3","BSD-3-Clause" "py-grpc-prometheus","0.8.0","UNKNOWN" -"pyarrow","15.0.0","Apache Software License" -"pyasn1","0.5.1","BSD License" -"pyasn1-modules","0.3.0","BSD License" +"pyarrow","15.0.2","Apache Software License" +"pyasn1","0.6.0","BSD License" +"pyasn1_modules","0.4.0","BSD License" "pycodestyle","2.11.1","MIT License" "pydantic","2.7.1","MIT License" "pydantic-settings","2.2.1","MIT License" "pydantic_core","2.18.2","MIT License" "pyflakes","3.2.0","MIT License" -"pyparsing","3.1.1","MIT License" +"pyparsing","3.1.2","MIT License" "pyproject-api","1.6.1","MIT License" "pytest","7.4.4","MIT License" "pytest-asyncio","0.21.1","Apache Software License" @@ -191,50 +196,52 @@ "pytest-lazy-fixture","0.6.3","MIT License" "pytest-mock","3.12.0","MIT License" "pytest-xdist","3.5.0","MIT License" -"python-dateutil","2.8.2","Apache Software License; BSD License" +"python-dateutil","2.9.0.post0","Apache Software License; BSD License" "python-dotenv","1.0.1","BSD License" "python-multipart","0.0.9","Apache Software License" -"python-rapidjson","1.16","MIT License" +"python-rapidjson","1.17","MIT License" "pytorch-lightning","2.2.0.post0","Apache Software License" -"pytz","2023.4","MIT License" +"pytz","2024.1","MIT License" "querystring-parser","1.2.4","MIT License" -"regex","2023.12.25","Apache Software License" -"requests","2.31.0","Apache Software License" +"regex","2024.5.15","Apache Software License" +"requests","2.32.3","Apache Software License" "requests-mock","1.11.0","Apache Software License" -"requests-oauthlib","1.3.1","BSD License" +"requests-oauthlib","2.0.0","BSD License" "responses","0.18.0","Apache 2.0" +"rich","13.7.1","MIT License" "rsa","4.9","Apache Software License" -"safetensors","0.4.2","Apache Software License" +"safetensors","0.4.3","Apache Software License" "scikit-image","0.22.0","BSD License" -"scikit-learn","1.4.1.post1","BSD License" -"scipy","1.12.0","BSD License" +"scikit-learn","1.5.0","BSD License" +"scipy","1.13.1","BSD License" "sentencepiece","0.2.0","Apache Software License" "shap","0.43.0","MIT License" +"shellingham","1.5.4","ISC License (ISCL)" "six","1.16.0","MIT License" "slicer","0.0.7","MIT License" -"smart-open","6.4.0","MIT License" +"smart-open","7.0.4","MIT License" "smmap","5.0.1","BSD License" "sniffio","1.3.1","Apache Software License; MIT License" -"spacy","3.7.4","MIT License" +"spacy","3.7.5","MIT License" "spacy-legacy","3.0.12","MIT License" "spacy-loggers","1.0.5","MIT" "spacy-lookups-data","1.0.5","MIT License" "sqlparse","0.5.0","BSD License" "srsly","2.4.8","MIT License" "starlette","0.36.3","BSD License" -"starlette_exporter","0.21.0","Apache License 2.0" -"sympy","1.12","BSD License" +"starlette_exporter","0.22.0","Apache License 2.0" +"sympy","1.12.1","BSD License" "tenacity","8.2.3","Apache Software License" "tensorboard","2.14.1","Apache Software License" "tensorboard-data-server","0.7.2","Apache Software License" "tensorflow","2.14.1","Apache Software License" "tensorflow-estimator","2.14.0","Apache Software License" -"tensorflow-io-gcs-filesystem","0.36.0","Apache Software License" +"tensorflow-io-gcs-filesystem","0.37.0","Apache Software License" "tensorflow-probability","0.22.1","Apache Software License" "termcolor","2.4.0","MIT License" -"thinc","8.2.3","MIT License" -"threadpoolctl","3.3.0","BSD License" -"tifffile","2024.2.12","BSD License" +"thinc","8.2.4","MIT License" +"threadpoolctl","3.5.0","BSD License" +"tifffile","2024.5.22","BSD License" "tokenizers","0.19.1","Apache Software License" "toml","0.10.2","MIT License" "tomli","2.0.1","MIT License" @@ -242,27 +249,27 @@ "torchmetrics","1.3.1","Apache Software License" "torchvision","0.17.1","BSD" "tox","4.14.2","MIT License" -"tqdm","4.66.2","MIT License; Mozilla Public License 2.0 (MPL 2.0)" -"transformers","4.40.1","Apache Software License" +"tqdm","4.66.4","MIT License; Mozilla Public License 2.0 (MPL 2.0)" +"transformers","4.41.2","Apache Software License" "triton","2.2.0","MIT License" -"tritonclient","2.42.0","BSD License" -"typer","0.9.0","MIT License" +"tritonclient","2.46.0","BSD License" +"typer","0.12.3","MIT License" "types-aiofiles","23.2.0.20240106","Apache Software License" "types-orjson","3.6.2","Apache Software License" "types-protobuf","5.26.0.20240422","Apache Software License" "types-requests","2.31.0.20240311","Apache Software License" -"typing_extensions","4.10.0","Python Software Foundation License" +"typing_extensions","4.12.2","Python Software Foundation License" "tzdata","2024.1","Apache Software License" "urllib3","2.2.1","MIT License" -"uvicorn","0.28.0","BSD License" +"uvicorn","0.30.1","BSD License" "uvloop","0.19.0","Apache Software License; MIT License" -"virtualenv","20.25.1","MIT License" -"wasabi","1.1.2","MIT" -"weasel","0.3.4","MIT License" +"virtualenv","20.26.2","MIT License" +"wasabi","1.1.3","MIT" +"weasel","0.4.1","MIT License" "wrapt","1.14.1","BSD License" "xgboost","2.0.3","Apache Software License" "xxhash","3.4.1","BSD License" "yarl","1.9.4","Apache Software License" -"zipp","3.17.0","MIT License" +"zipp","3.19.2","MIT License" "zope.event","5.0","Zope Public License" -"zope.interface","6.2","Zope Public License" +"zope.interface","6.4.post2","Zope Public License" diff --git a/licenses/license_info.no_versions.csv b/licenses/license_info.no_versions.csv index 75b9e75b0..3a658a7da 100644 --- a/licenses/license_info.no_versions.csv +++ b/licenses/license_info.no_versions.csv @@ -8,6 +8,7 @@ "Markdown","BSD License" "MarkupSafe","BSD License" "PyYAML","MIT License" +"Pygments","BSD License" "SQLAlchemy","MIT License" "Werkzeug","BSD License" "absl-py","Apache Software License" @@ -94,7 +95,7 @@ "humanfriendly","MIT License" "idna","BSD License" "imageio","BSD License" -"importlib-metadata","Apache Software License" +"importlib_metadata","Apache Software License" "importlib_resources","Apache Software License" "inflect","MIT License" "iniconfig","MIT License" @@ -105,14 +106,18 @@ "keras","Apache Software License" "kiwisolver","BSD License" "langcodes","MIT License" +"language_data","MIT License" "lazy_loader","BSD License" "libclang","Apache Software License" "lightgbm","MIT License" "lightning-utilities","Apache-2.0" "llvmlite","BSD" "makefun","BSD License" +"marisa-trie","MIT License" +"markdown-it-py","MIT License" "matplotlib","Python Software Foundation License" "mccabe","MIT License" +"mdurl","MIT License" "ml-dtypes","Apache Software License" "mlflow","Apache Software License" "mlserver","Apache Software License" @@ -177,7 +182,7 @@ "py-grpc-prometheus","UNKNOWN" "pyarrow","Apache Software License" "pyasn1","BSD License" -"pyasn1-modules","BSD License" +"pyasn1_modules","BSD License" "pycodestyle","MIT License" "pydantic","MIT License" "pydantic-settings","MIT License" @@ -203,6 +208,7 @@ "requests-mock","Apache Software License" "requests-oauthlib","BSD License" "responses","Apache 2.0" +"rich","MIT License" "rsa","Apache Software License" "safetensors","Apache Software License" "scikit-image","BSD License" @@ -210,6 +216,7 @@ "scipy","BSD License" "sentencepiece","Apache Software License" "shap","MIT License" +"shellingham","ISC License (ISCL)" "six","MIT License" "slicer","MIT License" "smart-open","MIT License" From d9bff8f867571ea1f15b11eca4bf1a985e00290e Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Wed, 19 Jun 2024 12:29:15 +0100 Subject: [PATCH 095/171] Fix/macos all runtimes (#1823) * Run kafka and parallel tests without xdist * Downgrade OpenMP * Update tox.ini Co-authored-by: Sherif Akoush --------- Co-authored-by: Sherif Akoush --- .github/workflows/tests.yml | 16 ++++++++++++---- tox.ini | 21 +++++++++++++-------- 2 files changed, 25 insertions(+), 12 deletions(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index edaa6555b..00a500974 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -165,7 +165,7 @@ jobs: matrix: os: - ubuntu-22.04 - - macos-13 + - macos-12 python-version: - "3.9" - "3.10" @@ -186,9 +186,17 @@ jobs: - name: Setup Docker (missing on MacOS) if: runner.os == 'macOS' run: ./hack/install-docker-macos.sh - - name: Install OpenMP (in MacOS) - if: runner.os == 'macOS' - run: brew install libomp + - name: Downgrade OpenMP (in MacOS) + if: runner.os == 'macos' + run: | + # Recent versions of OpenMP cause segfaults in MacOS when training + # LightGBM / XGBoost models (but only when Torch is present) + # https://github.com/microsoft/LightGBM/issues/4229 + # https://github.com/autogluon/autogluon/issues/1442 + wget https://raw.githubusercontent.com/chenrui333/homebrew-core/0094d1513ce9e2e85e07443b8b5930ad298aad91/Formula/libomp.rb + brew unlink libomp + brew install --build-from-source ./libomp.rb + brew list --version libomp - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v5 with: diff --git a/tox.ini b/tox.ini index 56905ebaa..e4a6e37be 100644 --- a/tox.ini +++ b/tox.ini @@ -20,11 +20,14 @@ commands_pre = poetry install --sync --no-root commands = python -m pytest {posargs} -n auto \ - {toxinidir}/tests --ignore={toxinidir}/tests/kafka - # kafka tests are failinig for macos when running in parallel + {toxinidir}/tests \ + --ignore={toxinidir}/tests/kafka \ + --ignore={toxinidir}/tests/parallel + # kafka and parallel tests are failing for macos when running in parallel # with the entire test suite. So, we run them separately. - python -m pytest {posargs} -n auto \ - {toxinidir}/tests/kafka + python -m pytest {posargs} \ + {toxinidir}/tests/kafka \ + {toxinidir}/tests/parallel set_env = GITHUB_SERVER_URL = {env:GITHUB_SERVER_URL:https\://github.com} GITHUB_REPOSITORY = {env:GITHUB_REPOSITORY:SeldonIO/MLServer} @@ -46,11 +49,13 @@ commands = {toxinidir}/runtimes/lightgbm \ {toxinidir}/runtimes/mlflow \ {toxinidir}/runtimes/huggingface \ - --ignore={toxinidir}/tests/kafka - # kafka tests are failinig for macos when running in parallel + --ignore={toxinidir}/tests/kafka \ + --ignore={toxinidir}/tests/parallel + # kafka and parallel tests are failinig for macos when running in parallel # with the entire test suite. So, we run them separately. - python -m pytest {posargs} -n auto \ - {toxinidir}/tests/kafka + python -m pytest {posargs} \ + {toxinidir}/tests/kafka \ + {toxinidir}/tests/parallel set_env = GITHUB_SERVER_URL = {env:GITHUB_SERVER_URL:https\://github.com} GITHUB_REPOSITORY = {env:GITHUB_REPOSITORY:SeldonIO/MLServer} From 53db78eba6bfbf4c645293b11d0854ed732ec8f4 Mon Sep 17 00:00:00 2001 From: Sherif Akoush Date: Wed, 19 Jun 2024 12:34:45 +0100 Subject: [PATCH 096/171] Update stale reviewer in licenses.yml (#1824) --- .github/workflows/licenses.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/licenses.yml b/.github/workflows/licenses.yml index c26e2bd84..858dcb6c7 100644 --- a/.github/workflows/licenses.yml +++ b/.github/workflows/licenses.yml @@ -47,4 +47,4 @@ jobs: subdependency. This automated PR will re-generate the licenses to keep them up to date." - reviewers: adriangonz + reviewers: "SeldonIO/mlops" From 0e10b26e4d61506af05fe28416ebbc0ac64926ea Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Fri, 21 Jun 2024 09:40:25 +0100 Subject: [PATCH 097/171] Re-generate license info (#1812) Co-authored-by: adriangonz <1577620+adriangonz@users.noreply.github.com> From 3bd33ad3be73de4fc3939915c6919e76459aee3c Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 21:08:23 +0100 Subject: [PATCH 098/171] Update Changelog (#1830) --- CHANGELOG.md | 87 ++++++++++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 85 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index c66498ec3..c8c18719e 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,11 +1,93 @@ # Changelog + +## [1.6.0](https://github.com/SeldonIO/MLServer/releases/tag/1.6.0) - 26 Jun 2024 + + ## Overview + + +### Upgrades + MLServer supports Pydantic V2. + +### Features + MLServer supports streaming data to and from your models. + + Streaming support is available for both the REST and gRPC servers: + * for the REST server is limited only to server streaming. This means that the client sends a single request to the server, and the server responds with a stream of data. + * for the gRPC server is available for both client and server streaming. This means that the client sends a stream of data to the server, and the server responds with a stream of data. + + See our [docs](https://mlserver.readthedocs.io/en/1.6.0/user-guide/streaming.html) and [example](https://mlserver.readthedocs.io/en/1.6.0/examples/streaming/README.html) for more details. + +## What's Changed +* fix(ci): fix typo in CI name by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1623 +* Update CHANGELOG by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1624 +* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1634 +* Fix mlserver_huggingface settings device type by [@geodavic](https://github.com/geodavic) in https://github.com/SeldonIO/MLServer/pull/1486 +* fix: Adjust HF tests post-merge of PR [#1486](https://github.com/SeldonIO/MLServer/issues/1486) by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1635 +* Update README.md w licensing clarification by [@paulb-seldon](https://github.com/paulb-seldon) in https://github.com/SeldonIO/MLServer/pull/1636 +* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1642 +* fix(ci): optimise disk space for GH workers by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1644 +* build: Update maintainers by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1659 +* fix: Missing f-string directives by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1677 +* build: Add Catboost runtime to Dependabot by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1689 +* Fix JSON input shapes by [@ReveStobinson](https://github.com/ReveStobinson) in https://github.com/SeldonIO/MLServer/pull/1679 +* build(deps): bump alibi-detect from 0.11.5 to 0.12.0 by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1702 +* build(deps): bump alibi from 0.9.5 to 0.9.6 by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1704 +* Docs correction - Updated README.md in mlflow to match column names order by [@vivekk0903](https://github.com/vivekk0903) in https://github.com/SeldonIO/MLServer/pull/1703 +* fix(runtimes): Remove unused Pydantic dependencies by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1725 +* test: Detect generate failures by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1729 +* build: Add granularity in types generation by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1749 +* Migrate to Pydantic v2 by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1748 +* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1753 +* Revert "build(deps): bump uvicorn from 0.28.0 to 0.29.0" by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1758 +* refactor(pydantic): Remaining migrations for deprecated functions by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1757 +* Fixed openapi dataplane.yaml by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1752 +* fix(pandas): Use Pydantic v2 compatible type by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1760 +* Fix Pandas codec decoding from numpy arrays by [@lhnwrk](https://github.com/lhnwrk) in https://github.com/SeldonIO/MLServer/pull/1751 +* build: Bump versions for Read the Docs by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1761 +* docs: Remove quotes around local TOC by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1764 +* Spawn worker in custom environment by [@lhnwrk](https://github.com/lhnwrk) in https://github.com/SeldonIO/MLServer/pull/1739 +* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1767 +* basic contributing guide on contributing and opening a PR by [@bohemia420](https://github.com/bohemia420) in https://github.com/SeldonIO/MLServer/pull/1773 +* Inference streaming support by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1750 +* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1779 +* build: Lock GitHub runners' OS by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1765 +* Removed text-model form benchmarking by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1790 +* Bumped mlflow to 2.13.1 and gunicorn to 22.0.0 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1791 +* Build(deps): Update to poetry version 1.8.3 in docker build by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1792 +* Bumped werkzeug to 3.0.3 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1793 +* Docs streaming by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1789 +* Bump uvicorn 0.30.1 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1795 +* Fixes for all-runtimes by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1794 +* Fix BaseSettings import for pydantic v2 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1798 +* Bumped preflight version to 1.9.7 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1797 +* build: Install dependencies only in Tox environments by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1785 +* Bumped to 1.6.0.dev2 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1803 +* Fix CI/CD macos-huggingface by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1805 +* Fixed macos kafka CI by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1807 +* Update poetry lock by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1808 +* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1813 +* Fix/macos all runtimes by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1823 +* fix: Update stale reviewer in licenses.yml workflow by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1824 +* ci: Merge changes from master to release branch by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1825 + +## New Contributors +* [@paulb-seldon](https://github.com/paulb-seldon) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1636 +* [@ReveStobinson](https://github.com/ReveStobinson) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1679 +* [@vivekk0903](https://github.com/vivekk0903) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1703 +* [@RobertSamoilescu](https://github.com/RobertSamoilescu) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1752 +* [@lhnwrk](https://github.com/lhnwrk) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1751 +* [@bohemia420](https://github.com/bohemia420) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1773 + +**Full Changelog**: https://github.com/SeldonIO/MLServer/compare/1.5.0...1.6.0 + +[Changes][1.6.0] + + ## [1.5.0](https://github.com/SeldonIO/MLServer/releases/tag/1.5.0) - 05 Mar 2024 - - ## What's Changed * Update CHANGELOG by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1592 @@ -427,6 +509,7 @@ To learn more about how to use MLServer directly from the MLflow CLI, check out [Changes][1.1.0] +[1.6.0]: https://github.com/SeldonIO/MLServer/compare/1.5.0...1.6.0 [1.5.0]: https://github.com/SeldonIO/MLServer/compare/1.4.0...1.5.0 [1.4.0]: https://github.com/SeldonIO/MLServer/compare/1.3.5...1.4.0 [1.3.5]: https://github.com/SeldonIO/MLServer/compare/1.3.4...1.3.5 From cb3c2269a5212d50b00c289002bfcbcd13b1ef62 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 21:11:35 +0100 Subject: [PATCH 099/171] build(deps): bump mlflow from 2.13.1 to 2.14.1 in /runtimes/mlflow (#1829) --- runtimes/mlflow/poetry.lock | 17 +++++++++-------- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 10 insertions(+), 9 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index d008e046e..f3c62d946 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 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 = "aiofiles" @@ -1798,13 +1798,13 @@ dev = ["meson-python (>=0.13.1)", "numpy (>=1.25)", "pybind11 (>=2.6)", "setupto [[package]] name = "mlflow" -version = "2.13.1" +version = "2.14.1" description = "MLflow is an open source platform for the complete machine learning lifecycle" optional = false python-versions = ">=3.8" files = [ - {file = "mlflow-2.13.1-py3-none-any.whl", hash = "sha256:403b235a0a06cbfb5eb0038d8d946c0f97a24d579ba1247e4a2c5c03830843d4"}, - {file = "mlflow-2.13.1.tar.gz", hash = "sha256:ece1b0baef69da5ff03e4687009417481790544ec64a3821bdcc1cc1513b12d3"}, + {file = "mlflow-2.14.1-py3-none-any.whl", hash = "sha256:0bda38f94468d69a169415b1d751078f1083ddb44646f50854d387bcb6d0b9ec"}, + {file = "mlflow-2.14.1.tar.gz", hash = "sha256:1258ade134b9fbb15b1b0f22b0e9f98b5ff6f5f57575c10adfb255b9331fc587"}, ] [package.dependencies] @@ -1826,8 +1826,8 @@ Jinja2 = [ markdown = ">=3.3,<4" matplotlib = "<4" numpy = "<2" -opentelemetry-api = ">=1.0.0,<3" -opentelemetry-sdk = ">=1.0.0,<3" +opentelemetry-api = ">=1.9.0,<3" +opentelemetry-sdk = ">=1.9.0,<3" packaging = "<25" pandas = "<3" protobuf = ">=3.12.0,<5" @@ -1849,7 +1849,7 @@ extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage ( gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] jfrog = ["mlflow-jfrog-plugin"] -langchain = ["langchain (>=0.1.4,<=0.2.1)"] +langchain = ["langchain (>=0.1.0,<=0.2.3)"] sqlserver = ["mlflow-dbstore"] xethub = ["mlflow-xethub"] @@ -2198,6 +2198,7 @@ description = "Nvidia JIT LTO Library" optional = false python-versions = ">=3" files = [ + {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-manylinux2014_aarch64.whl", hash = "sha256:004186d5ea6a57758fd6d57052a123c73a4815adf365eb8dd6a85c9eaa7535ff"}, {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-manylinux2014_x86_64.whl", hash = "sha256:d9714f27c1d0f0895cd8915c07a87a1d0029a0aa36acaf9156952ec2a8a12189"}, {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-win_amd64.whl", hash = "sha256:c3401dc8543b52d3a8158007a0c1ab4e9c768fcbd24153a48c86972102197ddd"}, ] @@ -4052,4 +4053,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "2087124bbbc0b98d03b7a2a4edf64a7e66df2fcbe407c5d49781a0c116a54e74" +content-hash = "bde46b13f96224391bf91cc84410089edfa30e6cf958551edd14e3c4005bb34c" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index 5de0c01fe..ab3c4fcc0 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -18,7 +18,7 @@ torch = "2.2.1" pytorch-lightning = "2.2.4" torchmetrics = "1.4.0.post0" torchvision = "0.17.1" -mlflow = "2.13.1" +mlflow = "2.14.1" [build-system] requires = ["poetry-core"] From 07665293b3a12e779256343d08fb529045c16696 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 21:13:53 +0100 Subject: [PATCH 100/171] build(deps): bump urllib3 from 2.2.1 to 2.2.2 (#1822) --- poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index 71b48b9b3..f86781bac 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 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 = "absl-py" @@ -7833,13 +7833,13 @@ files = [ [[package]] name = "urllib3" -version = "2.2.1" +version = "2.2.2" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"}, - {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"}, + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, ] [package.extras] From 0e2b5b96140afa51d349b08ecf567cc2338c61a1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 21:14:54 +0100 Subject: [PATCH 101/171] build(deps): bump urllib3 from 2.2.1 to 2.2.2 in /runtimes/huggingface (#1820) --- runtimes/huggingface/poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index 31787f9e3..40a10055e 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 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 = "absl-py" @@ -4040,13 +4040,13 @@ files = [ [[package]] name = "urllib3" -version = "2.2.1" +version = "2.2.2" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"}, - {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"}, + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, ] [package.extras] From 7cc5ec412ff16066dc111c66bf78615bbc761495 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 21:15:25 +0100 Subject: [PATCH 102/171] build(deps): bump urllib3 from 2.2.1 to 2.2.2 in /runtimes/alibi-detect (#1819) --- runtimes/alibi-detect/poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/runtimes/alibi-detect/poetry.lock b/runtimes/alibi-detect/poetry.lock index 2e93b92f6..707e416a0 100644 --- a/runtimes/alibi-detect/poetry.lock +++ b/runtimes/alibi-detect/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 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 = "absl-py" @@ -4025,13 +4025,13 @@ files = [ [[package]] name = "urllib3" -version = "2.2.1" +version = "2.2.2" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"}, - {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"}, + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, ] [package.extras] From 969b7927ec9c4ddb24cc5c40dc1d962469d38b62 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 21:15:45 +0100 Subject: [PATCH 103/171] build(deps): bump urllib3 from 2.2.1 to 2.2.2 in /runtimes/sklearn (#1818) --- runtimes/sklearn/poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/runtimes/sklearn/poetry.lock b/runtimes/sklearn/poetry.lock index adc775f8a..12e883e17 100644 --- a/runtimes/sklearn/poetry.lock +++ b/runtimes/sklearn/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 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 = "aiofiles" @@ -2001,13 +2001,13 @@ files = [ [[package]] name = "urllib3" -version = "2.2.1" +version = "2.2.2" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"}, - {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"}, + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, ] [package.extras] From 2f78598693f061ec96b76f84f547a2e3141c0e2d Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 21:16:11 +0100 Subject: [PATCH 104/171] build(deps): bump urllib3 from 2.2.1 to 2.2.2 in /runtimes/mllib (#1817) --- runtimes/mllib/poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/runtimes/mllib/poetry.lock b/runtimes/mllib/poetry.lock index 407eee342..d31874382 100644 --- a/runtimes/mllib/poetry.lock +++ b/runtimes/mllib/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 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 = "aiofiles" @@ -1923,13 +1923,13 @@ files = [ [[package]] name = "urllib3" -version = "2.2.1" +version = "2.2.2" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"}, - {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"}, + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, ] [package.extras] From 506610865366a76ff3542c189db03e32a3c15e30 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 21:17:19 +0100 Subject: [PATCH 105/171] build(deps): bump urllib3 from 2.2.1 to 2.2.2 in /runtimes/catboost (#1815) --- runtimes/catboost/poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/runtimes/catboost/poetry.lock b/runtimes/catboost/poetry.lock index 55d55f7bf..0417875d9 100644 --- a/runtimes/catboost/poetry.lock +++ b/runtimes/catboost/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 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 = "aiofiles" @@ -2446,13 +2446,13 @@ files = [ [[package]] name = "urllib3" -version = "2.2.1" +version = "2.2.2" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"}, - {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"}, + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, ] [package.extras] From bcb44fce97018fa07a32280b7f068fc55be6d0f8 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 21:18:41 +0100 Subject: [PATCH 106/171] build(deps-dev): bump tenacity from 8.2.3 to 8.4.1 (#1811) --- poetry.lock | 13 +++++++------ pyproject.toml | 2 +- 2 files changed, 8 insertions(+), 7 deletions(-) diff --git a/poetry.lock b/poetry.lock index f86781bac..2362b33d2 100644 --- a/poetry.lock +++ b/poetry.lock @@ -7005,17 +7005,18 @@ mpmath = ">=1.1.0,<1.4.0" [[package]] name = "tenacity" -version = "8.2.3" +version = "8.4.1" description = "Retry code until it succeeds" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "tenacity-8.2.3-py3-none-any.whl", hash = "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"}, - {file = "tenacity-8.2.3.tar.gz", hash = "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a"}, + {file = "tenacity-8.4.1-py3-none-any.whl", hash = "sha256:28522e692eda3e1b8f5e99c51464efcc0b9fc86933da92415168bc1c4e2308fa"}, + {file = "tenacity-8.4.1.tar.gz", hash = "sha256:54b1412b878ddf7e1f1577cd49527bad8cdef32421bd599beac0c6c3f10582fd"}, ] [package.extras] -doc = ["reno", "sphinx", "tornado (>=4.5)"] +doc = ["reno", "sphinx"] +test = ["pytest", "tornado (>=4.5)", "typeguard"] [[package]] name = "tensorboard" @@ -8612,4 +8613,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "86516449a9723add12cb8b9f9b7cccc09b446a676a4f33c8e0b8132f6ce6c28c" +content-hash = "3bd4cfc2e71ec21843e475986243e71d58e8a0cbe987579c9d2e578694834ebb" diff --git a/pyproject.toml b/pyproject.toml index d97df7dbe..1e1cdd724 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -93,7 +93,7 @@ aiohttp-retry = "2.8.3" ## Used for FastAPI Async testing httpx = "0.27.0" kafka-python = "2.0.2" -tenacity = "8.2.3" +tenacity = "8.4.1" pyyaml = "6.0.1" conda-pack = "0.7.1" flake8 = "7.0.0" From 67d84bf0d4cc3152c3bbee9b46401b9a5e746a5c Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 21:19:29 +0100 Subject: [PATCH 107/171] build(deps): bump lightgbm from 4.3.0 to 4.4.0 in /runtimes/lightgbm (#1809) --- runtimes/lightgbm/poetry.lock | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/runtimes/lightgbm/poetry.lock b/runtimes/lightgbm/poetry.lock index 3abfd6a2d..243cdb9f0 100644 --- a/runtimes/lightgbm/poetry.lock +++ b/runtimes/lightgbm/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 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 = "aiofiles" @@ -946,20 +946,21 @@ testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "p [[package]] name = "lightgbm" -version = "4.3.0" +version = "4.4.0" description = "LightGBM Python Package" optional = false -python-versions = ">=3.6" +python-versions = ">=3.7" files = [ - {file = "lightgbm-4.3.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl", hash = "sha256:7e7c84e30607d043cc07ab7c0ffe3109120bde8e7e126f6a6151ca010c40fe3f"}, - {file = "lightgbm-4.3.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:25eb3dd661d75ccf8a46de686b07def3a2e06eacab7da5937d82543732183688"}, - {file = "lightgbm-4.3.0-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:104496a3404cb2452d3412cbddcfbfadbef9c372ea91e3a9b8794bcc5183bf07"}, - {file = "lightgbm-4.3.0-py3-none-win_amd64.whl", hash = "sha256:89bc9ef2b97552bfa07523416513d27cf3344bedf9bcb1f286e636ebe169ed51"}, - {file = "lightgbm-4.3.0.tar.gz", hash = "sha256:006f5784a9bcee43e5a7e943dc4f02de1ba2ee7a7af1ee5f190d383f3b6c9ebe"}, + {file = "lightgbm-4.4.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl", hash = "sha256:f51f17a10ef9b4669b9c95a2297213b57debbc9deadfe5c1489a7f3c9e2617c5"}, + {file = "lightgbm-4.4.0-py3-none-macosx_14_0_arm64.whl", hash = "sha256:d96b06c85f0840da95bbbf31a095b207186bb0e584cee0fe2f2e7f24fb07c70f"}, + {file = "lightgbm-4.4.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:a04875e4c0ffda7c67a0ab5bd8892f154a491833f4f5b39c4acf5b3add099699"}, + {file = "lightgbm-4.4.0-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:8700b41f637717d36763a282d280b8d4722a87103030b7f0f373b96da0225022"}, + {file = "lightgbm-4.4.0-py3-none-win_amd64.whl", hash = "sha256:460dd78586dccfc0ed756571690fcfcd3d61770ed7972746c655c3b11cce8a93"}, + {file = "lightgbm-4.4.0.tar.gz", hash = "sha256:9e8a7640911481134e60987d5d1e1cd157f430c3b4b38de8d36fc55c302bc299"}, ] [package.dependencies] -numpy = "*" +numpy = ">=1.17.0" scipy = "*" [package.extras] From e7488929f652a3fb65ddd9bdf5f8145b405305fa Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 22:00:43 +0100 Subject: [PATCH 108/171] build(deps): bump urllib3 from 2.2.1 to 2.2.2 in /runtimes/xgboost (#1821) --- runtimes/xgboost/poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/runtimes/xgboost/poetry.lock b/runtimes/xgboost/poetry.lock index a41bb5d77..918d25df1 100644 --- a/runtimes/xgboost/poetry.lock +++ b/runtimes/xgboost/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 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 = "aiofiles" @@ -2001,13 +2001,13 @@ files = [ [[package]] name = "urllib3" -version = "2.2.1" +version = "2.2.2" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"}, - {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"}, + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, ] [package.extras] From 7ed7a9d968b5e5c3bdd0b128c8b432e149ed6b87 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 26 Jun 2024 22:01:04 +0100 Subject: [PATCH 109/171] build(deps): bump urllib3 from 2.2.1 to 2.2.2 in /runtimes/lightgbm (#1814) --- runtimes/lightgbm/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/lightgbm/poetry.lock b/runtimes/lightgbm/poetry.lock index 243cdb9f0..41b0ff2ba 100644 --- a/runtimes/lightgbm/poetry.lock +++ b/runtimes/lightgbm/poetry.lock @@ -1959,13 +1959,13 @@ files = [ [[package]] name = "urllib3" -version = "2.2.1" +version = "2.2.2" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"}, - {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"}, + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, ] [package.extras] From 34a946bd7430bb0ec554a16ecde06af3a7373914 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 27 Jun 2024 08:13:03 +0100 Subject: [PATCH 110/171] build(deps): bump urllib3 from 2.2.1 to 2.2.2 in /runtimes/mlflow (#1816) --- runtimes/mlflow/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index f3c62d946..779044472 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -3672,13 +3672,13 @@ files = [ [[package]] name = "urllib3" -version = "2.2.1" +version = "2.2.2" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"}, - {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"}, + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, ] [package.extras] From 50ac8a88ebab72c1e73a81c1dea3287f4409d3b0 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 27 Jun 2024 08:13:47 +0100 Subject: [PATCH 111/171] build(deps-dev): bump torch from 2.3.0 to 2.3.1 in /runtimes/huggingface (#1800) --- runtimes/huggingface/poetry.lock | 1 + 1 file changed, 1 insertion(+) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index 40a10055e..baa2b4c0c 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -1993,6 +1993,7 @@ description = "Nvidia JIT LTO Library" optional = false python-versions = ">=3" files = [ + {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-manylinux2014_aarch64.whl", hash = "sha256:004186d5ea6a57758fd6d57052a123c73a4815adf365eb8dd6a85c9eaa7535ff"}, {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-manylinux2014_x86_64.whl", hash = "sha256:d9714f27c1d0f0895cd8915c07a87a1d0029a0aa36acaf9156952ec2a8a12189"}, {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-win_amd64.whl", hash = "sha256:c3401dc8543b52d3a8158007a0c1ab4e9c768fcbd24153a48c86972102197ddd"}, ] From f24792d28f2fc82dacae14d112374cd803b1fcd1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 27 Jun 2024 09:18:55 +0100 Subject: [PATCH 112/171] build(deps-dev): bump pytorch-lightning in /runtimes/mlflow (#1810) --- runtimes/mlflow/poetry.lock | 18 +++++++++--------- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 779044472..cf07c0db6 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -2998,13 +2998,13 @@ files = [ [[package]] name = "pytorch-lightning" -version = "2.2.4" +version = "2.3.0" description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate." optional = false python-versions = ">=3.8" files = [ - {file = "pytorch-lightning-2.2.4.tar.gz", hash = "sha256:525b04ebad9900c3e3c2a12b3b462fe4f61ebe11fdb694716c3209f05b9b0fa8"}, - {file = "pytorch_lightning-2.2.4-py3-none-any.whl", hash = "sha256:fd91d47e983a2cd743c5c8c3c3795bbd0f3b69d24be2172a2f9012d930701ff2"}, + {file = "pytorch-lightning-2.3.0.tar.gz", hash = "sha256:89caf90e3543b314508493f26e0eca8d5e10e43e3d9e6c143acd8ddceb584ce2"}, + {file = "pytorch_lightning-2.3.0-py3-none-any.whl", hash = "sha256:b8eec361f4342ca628d0d8e6985511c9515435e4db62c5e982bb1c53a5a5140a"}, ] [package.dependencies] @@ -3013,17 +3013,17 @@ lightning-utilities = ">=0.8.0" numpy = ">=1.17.2" packaging = ">=20.0" PyYAML = ">=5.4" -torch = ">=1.13.0" +torch = ">=2.0.0" torchmetrics = ">=0.7.0" tqdm = ">=4.57.0" typing-extensions = ">=4.4.0" [package.extras] -all = ["bitsandbytes (==0.41.0)", "deepspeed (>=0.8.2,<=0.9.3)", "gym[classic-control] (>=0.17.0)", "hydra-core (>=1.0.5)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.27.7)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "requests (<2.32.0)", "rich (>=12.3.0)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.14.0)"] +all = ["bitsandbytes (>=0.42.0)", "deepspeed (>=0.8.2,<=0.9.3)", "hydra-core (>=1.0.5)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.27.7)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "requests (<2.32.0)", "rich (>=12.3.0)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.15.0)"] deepspeed = ["deepspeed (>=0.8.2,<=0.9.3)"] -dev = ["bitsandbytes (==0.41.0)", "cloudpickle (>=1.3)", "coverage (==7.3.1)", "deepspeed (>=0.8.2,<=0.9.3)", "fastapi", "gym[classic-control] (>=0.17.0)", "hydra-core (>=1.0.5)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.27.7)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "requests (<2.32.0)", "rich (>=12.3.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.14.0)", "uvicorn"] -examples = ["gym[classic-control] (>=0.17.0)", "ipython[all] (<8.15.0)", "lightning-utilities (>=0.8.0)", "requests (<2.32.0)", "torchmetrics (>=0.10.0)", "torchvision (>=0.14.0)"] -extra = ["bitsandbytes (==0.41.0)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.27.7)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=12.3.0)", "tensorboardX (>=2.2)"] +dev = ["bitsandbytes (>=0.42.0)", "cloudpickle (>=1.3)", "coverage (==7.3.1)", "deepspeed (>=0.8.2,<=0.9.3)", "fastapi", "hydra-core (>=1.0.5)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.27.7)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "requests (<2.32.0)", "rich (>=12.3.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.15.0)", "uvicorn"] +examples = ["ipython[all] (<8.15.0)", "lightning-utilities (>=0.8.0)", "requests (<2.32.0)", "torchmetrics (>=0.10.0)", "torchvision (>=0.15.0)"] +extra = ["bitsandbytes (>=0.42.0)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.27.7)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=12.3.0)", "tensorboardX (>=2.2)"] strategies = ["deepspeed (>=0.8.2,<=0.9.3)"] test = ["cloudpickle (>=1.3)", "coverage (==7.3.1)", "fastapi", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "uvicorn"] @@ -4053,4 +4053,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "bde46b13f96224391bf91cc84410089edfa30e6cf958551edd14e3c4005bb34c" +content-hash = "877a6751df01e9debfc4447ae9d1b58004ed54a4cbc511b61a24dc738aafaceb" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index ab3c4fcc0..1bf041111 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -15,7 +15,7 @@ mlflow = "*" [tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} torch = "2.2.1" -pytorch-lightning = "2.2.4" +pytorch-lightning = "2.3.0" torchmetrics = "1.4.0.post0" torchvision = "0.17.1" mlflow = "2.14.1" From f8f563bf361b15c6e3f33801eb6ac7fc63c0a599 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 27 Jun 2024 10:42:37 +0100 Subject: [PATCH 113/171] build(deps): bump joblib from 1.4.0 to 1.4.2 in /runtimes/catboost (#1781) Bumps [joblib](https://github.com/joblib/joblib) from 1.4.0 to 1.4.2. - [Release notes](https://github.com/joblib/joblib/releases) - [Changelog](https://github.com/joblib/joblib/blob/main/CHANGES.rst) - [Commits](https://github.com/joblib/joblib/compare/1.4.0...1.4.2) --- updated-dependencies: - dependency-name: joblib dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> From abb8f68382815d5a37773efbc2a80a9b91470d33 Mon Sep 17 00:00:00 2001 From: Sherif Akoush Date: Tue, 2 Jul 2024 12:30:39 +0100 Subject: [PATCH 114/171] Update release.yml to include catboost (#1839) --- .github/workflows/release.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 51e2b2670..5cfca1cbf 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -216,6 +216,7 @@ jobs: - mllib - sklearn - xgboost + - catboost steps: - name: Maximize build space uses: easimon/maximize-build-space@master From 6ab48880f1b7350c6aaa4be4a8180ac77ac16811 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 3 Jul 2024 11:24:56 +0100 Subject: [PATCH 115/171] build(deps-dev): bump torchmetrics from 1.3.1 to 1.4.0.post0 (#1837) Bumps [torchmetrics](https://github.com/Lightning-AI/torchmetrics) from 1.3.1 to 1.4.0.post0. - [Release notes](https://github.com/Lightning-AI/torchmetrics/releases) - [Changelog](https://github.com/Lightning-AI/torchmetrics/blob/master/CHANGELOG.md) - [Commits](https://github.com/Lightning-AI/torchmetrics/compare/v1.3.1...v1.4.0.post0) --- updated-dependencies: - dependency-name: torchmetrics dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 19 +++++++++++-------- pyproject.toml | 2 +- 2 files changed, 12 insertions(+), 9 deletions(-) diff --git a/poetry.lock b/poetry.lock index 2362b33d2..ec426a9ae 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2887,6 +2887,7 @@ description = "Clang Python Bindings, mirrored from the official LLVM repo: http optional = false python-versions = "*" files = [ + {file = "libclang-18.1.1-1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a"}, {file = "libclang-18.1.1-py2.py3-none-macosx_10_9_x86_64.whl", hash = "sha256:6f14c3f194704e5d09769108f03185fce7acaf1d1ae4bbb2f30a72c2400cb7c5"}, {file = "libclang-18.1.1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:83ce5045d101b669ac38e6da8e58765f12da2d3aafb3b9b98d88b286a60964d8"}, {file = "libclang-18.1.1-py2.py3-none-manylinux2010_x86_64.whl", hash = "sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b"}, @@ -4214,6 +4215,7 @@ description = "Nvidia JIT LTO Library" optional = false python-versions = ">=3" files = [ + {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-manylinux2014_aarch64.whl", hash = "sha256:004186d5ea6a57758fd6d57052a123c73a4815adf365eb8dd6a85c9eaa7535ff"}, {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-manylinux2014_x86_64.whl", hash = "sha256:d9714f27c1d0f0895cd8915c07a87a1d0029a0aa36acaf9156952ec2a8a12189"}, {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-win_amd64.whl", hash = "sha256:c3401dc8543b52d3a8158007a0c1ab4e9c768fcbd24153a48c86972102197ddd"}, ] @@ -7504,13 +7506,13 @@ optree = ["optree (>=0.9.1)"] [[package]] name = "torchmetrics" -version = "1.3.1" +version = "1.4.0.post0" description = "PyTorch native Metrics" optional = false python-versions = ">=3.8" files = [ - {file = "torchmetrics-1.3.1-py3-none-any.whl", hash = "sha256:a44bd1edee629bbf463eb81bfba8300b3785d8b3b8d758bdcafa862b80955b4f"}, - {file = "torchmetrics-1.3.1.tar.gz", hash = "sha256:8d371f7597a1a5eb02d5f2ed59642d6fef09093926997ce91e18b1147cc8defa"}, + {file = "torchmetrics-1.4.0.post0-py3-none-any.whl", hash = "sha256:ab234216598e3fbd8d62ee4541a0e74e7e8fc935d099683af5b8da50f745b3c8"}, + {file = "torchmetrics-1.4.0.post0.tar.gz", hash = "sha256:ab9bcfe80e65dbabbddb6cecd9be21f1f1d5207bb74051ef95260740f2762358"}, ] [package.dependencies] @@ -7520,14 +7522,15 @@ packaging = ">17.1" torch = ">=1.10.0" [package.extras] -all = ["SciencePlots (>=2.0.0)", "ipadic (>=1.0.0)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mypy (==1.8.0)", "nltk (>=3.6)", "piq (<=0.8.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "regex (>=2021.9.24)", "scipy (>1.0.0)", "sentencepiece (>=0.1.98)", "torch (==2.2.0)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] +all = ["SciencePlots (>=2.0.0)", "ipadic (>=1.0.0)", "matplotlib (>=3.3.0)", "mecab-python3 (>=1.0.6)", "mypy (==1.9.0)", "nltk (>=3.6)", "piq (<=0.8.0)", "pretty-errors (>=1.2.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "regex (>=2021.9.24)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "torch (==2.3.0)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] audio = ["pystoi (>=0.3.0)", "torchaudio (>=0.10.0)"] +debug = ["pretty-errors (>=1.2.0)"] detection = ["pycocotools (>2.0.0)", "torchvision (>=0.8)"] -dev = ["SciencePlots (>=2.0.0)", "bert-score (==0.3.13)", "dython (<=0.7.5)", "fairlearn", 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+dev = ["SciencePlots (>=2.0.0)", "bert-score (==0.3.13)", "dython (<=0.7.5)", "fairlearn", "fast-bss-eval (>=0.1.0)", "faster-coco-eval (>=1.3.3)", "huggingface-hub (<0.23)", "ipadic (>=1.0.0)", "jiwer (>=2.3.0)", "kornia (>=0.6.7)", "lpips (<=0.1.4)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mir-eval (>=0.6)", "monai (==1.3.0)", "mypy (==1.9.0)", "netcal (>1.0.0)", "nltk (>=3.6)", "numpy (<1.27.0)", "pandas (>1.0.0)", "pandas (>=1.4.0)", "piq (<=0.8.0)", "pretty-errors (>=1.2.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "pytorch-msssim (==1.0.0)", "regex (>=2021.9.24)", "rouge-score (>0.1.0)", "sacrebleu (>=2.3.0)", "scikit-image (>=0.19.0)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "sewar (>=0.4.4)", "statsmodels (>0.13.5)", "torch (==2.3.0)", "torch-complex (<=0.4.3)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", 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(>=2.0.0)", "matplotlib (>=3.3.0)"] [[package]] @@ -8613,4 +8616,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "3bd4cfc2e71ec21843e475986243e71d58e8a0cbe987579c9d2e578694834ebb" +content-hash = "dd819b7b8b67b2d082da9bd8dbd4dd7816aa53120576b8f931b5941686bdd038" diff --git a/pyproject.toml b/pyproject.toml index 1e1cdd724..a7b32c4c6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -138,7 +138,7 @@ types-requests = ">=2.28.11.5,<2.32.0.0" ## Dev dependencies from MLflow torch = "2.2.1" pytorch-lightning = "2.2.0.post0" -torchmetrics = "1.3.1" +torchmetrics = "1.4.0.post0" torchvision = "0.17.1" mlflow = "2.13.1" From 7fc54191cc10b44705e70521c26ce4f2fc3a57a6 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 3 Jul 2024 14:00:18 +0100 Subject: [PATCH 116/171] build(deps): bump tensorflow in /runtimes/huggingface (#1836) Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.16.1 to 2.16.2. - [Release notes](https://github.com/tensorflow/tensorflow/releases) - [Changelog](https://github.com/tensorflow/tensorflow/blob/v2.16.2/RELEASE.md) - [Commits](https://github.com/tensorflow/tensorflow/compare/v2.16.1...v2.16.2) --- updated-dependencies: - dependency-name: tensorflow dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/huggingface/poetry.lock | 43 ++++++++++++++++---------------- 1 file changed, 22 insertions(+), 21 deletions(-) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index baa2b4c0c..c75dd46ac 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -1411,6 +1411,7 @@ description = "Clang Python Bindings, mirrored from the official LLVM repo: http optional = false python-versions = "*" files = [ + {file = "libclang-18.1.1-1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a"}, {file = "libclang-18.1.1-py2.py3-none-macosx_10_9_x86_64.whl", hash = "sha256:6f14c3f194704e5d09769108f03185fce7acaf1d1ae4bbb2f30a72c2400cb7c5"}, {file = "libclang-18.1.1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:83ce5045d101b669ac38e6da8e58765f12da2d3aafb3b9b98d88b286a60964d8"}, {file = "libclang-18.1.1-py2.py3-none-manylinux2010_x86_64.whl", hash = "sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b"}, @@ -3529,31 +3530,31 @@ files = [ [[package]] name = "tensorflow" -version = "2.16.1" +version = "2.16.2" description = "TensorFlow is an open source machine learning framework for everyone." optional = false python-versions = ">=3.9" files = [ - 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[Release notes](https://github.com/pytorch/pytorch/releases) - [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md) - [Commits](https://github.com/pytorch/pytorch/compare/v2.2.2...v2.3.1) --- updated-dependencies: - dependency-name: torch dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> From 0c482511f0f2331c704ab8acbf3b755a68e76497 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 3 Jul 2024 16:55:22 +0100 Subject: [PATCH 118/171] build(deps-dev): bump filelock from 3.15.1 to 3.15.4 (#1834) Bumps [filelock](https://github.com/tox-dev/py-filelock) from 3.15.1 to 3.15.4. - [Release notes](https://github.com/tox-dev/py-filelock/releases) - [Changelog](https://github.com/tox-dev/filelock/blob/main/docs/changelog.rst) - [Commits](https://github.com/tox-dev/py-filelock/compare/3.15.1...3.15.4) --- updated-dependencies: - dependency-name: filelock dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index ec426a9ae..eae1c924b 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1525,18 +1525,18 @@ all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)" [[package]] name = "filelock" -version = "3.15.1" +version = "3.15.4" description = "A platform independent file lock." optional = false python-versions = ">=3.8" files = [ - {file = "filelock-3.15.1-py3-none-any.whl", hash = "sha256:71b3102950e91dfc1bb4209b64be4dc8854f40e5f534428d8684f953ac847fac"}, - {file = "filelock-3.15.1.tar.gz", hash = "sha256:58a2549afdf9e02e10720eaa4d4470f56386d7a6f72edd7d0596337af8ed7ad8"}, + {file = "filelock-3.15.4-py3-none-any.whl", hash = "sha256:6ca1fffae96225dab4c6eaf1c4f4f28cd2568d3ec2a44e15a08520504de468e7"}, + {file = "filelock-3.15.4.tar.gz", hash = "sha256:2207938cbc1844345cb01a5a95524dae30f0ce089eba5b00378295a17e3e90cb"}, ] [package.extras] docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"] -testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"] +testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "virtualenv (>=20.26.2)"] typing = ["typing-extensions (>=4.8)"] [[package]] From 9388e4275cb117d954553752dc9ca30b86bbe161 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 4 Jul 2024 09:48:39 +0100 Subject: [PATCH 119/171] build(deps-dev): bump pytorch-lightning from 2.2.0.post0 to 2.3.1 (#1833) Bumps [pytorch-lightning](https://github.com/Lightning-AI/lightning) from 2.2.0.post0 to 2.3.1. - [Release notes](https://github.com/Lightning-AI/lightning/releases) - [Commits](https://github.com/Lightning-AI/lightning/compare/2.2.0.post0...2.3.1) --- updated-dependencies: - dependency-name: pytorch-lightning dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 20 ++++++++++---------- pyproject.toml | 2 +- 2 files changed, 11 insertions(+), 11 deletions(-) diff --git a/poetry.lock b/poetry.lock index eae1c924b..f297b2150 100644 --- a/poetry.lock +++ b/poetry.lock @@ -5608,32 +5608,32 @@ unidecode = ["Unidecode (>=1.1.1)"] [[package]] name = "pytorch-lightning" -version = "2.2.0.post0" +version = "2.3.1" description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. 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Dev dependencies from MLflow torch = "2.2.1" -pytorch-lightning = "2.2.0.post0" +pytorch-lightning = "2.3.1" torchmetrics = "1.4.0.post0" torchvision = "0.17.1" mlflow = "2.13.1" From c81bb089c923b6fb8d276f25392335679a439af0 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 4 Jul 2024 11:02:13 +0100 Subject: [PATCH 120/171] build(deps-dev): bump pytorch-lightning in /runtimes/mlflow (#1832) Bumps [pytorch-lightning](https://github.com/Lightning-AI/lightning) from 2.3.0 to 2.3.1. - [Release notes](https://github.com/Lightning-AI/lightning/releases) - [Commits](https://github.com/Lightning-AI/lightning/compare/2.3.0...2.3.1) --- updated-dependencies: - dependency-name: pytorch-lightning dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 16 ++++++++-------- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index cf07c0db6..30ce428c8 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -2998,18 +2998,18 @@ files = [ [[package]] name = "pytorch-lightning" -version = "2.3.0" +version = "2.3.1" description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate." optional = false python-versions = ">=3.8" files = [ - {file = "pytorch-lightning-2.3.0.tar.gz", hash = "sha256:89caf90e3543b314508493f26e0eca8d5e10e43e3d9e6c143acd8ddceb584ce2"}, - {file = "pytorch_lightning-2.3.0-py3-none-any.whl", hash = "sha256:b8eec361f4342ca628d0d8e6985511c9515435e4db62c5e982bb1c53a5a5140a"}, + {file = "pytorch-lightning-2.3.1.tar.gz", hash = "sha256:8cfcc585fdf6570add34cf2cf4cabc3984d0e2d8b4cee52226485b61d3b8366d"}, + {file = "pytorch_lightning-2.3.1-py3-none-any.whl", hash = "sha256:19a6aa7f800f721240e46aa80e3f9ae0b5a13baf65f04028b2e8f231e20e6426"}, ] [package.dependencies] fsspec = {version = ">=2022.5.0", extras = ["http"]} -lightning-utilities = ">=0.8.0" +lightning-utilities = ">=0.10.0" numpy = ">=1.17.2" packaging = ">=20.0" PyYAML = ">=5.4" @@ -3019,11 +3019,11 @@ tqdm = ">=4.57.0" typing-extensions = ">=4.4.0" [package.extras] -all = ["bitsandbytes (>=0.42.0)", "deepspeed (>=0.8.2,<=0.9.3)", "hydra-core (>=1.0.5)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.27.7)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "requests (<2.32.0)", "rich (>=12.3.0)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.15.0)"] +all = ["bitsandbytes (>=0.42.0)", "deepspeed (>=0.8.2,<=0.9.3)", "hydra-core (>=1.2.0)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.27.7)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.2.3)", "requests (<2.32.0)", "rich (>=12.3.0)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.15.0)"] deepspeed = ["deepspeed (>=0.8.2,<=0.9.3)"] -dev = ["bitsandbytes (>=0.42.0)", "cloudpickle (>=1.3)", "coverage (==7.3.1)", "deepspeed (>=0.8.2,<=0.9.3)", "fastapi", "hydra-core (>=1.0.5)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.27.7)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "requests (<2.32.0)", "rich (>=12.3.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.15.0)", "uvicorn"] +dev = ["bitsandbytes (>=0.42.0)", "cloudpickle (>=1.3)", "coverage (==7.3.1)", "deepspeed (>=0.8.2,<=0.9.3)", "fastapi", "hydra-core (>=1.2.0)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.27.7)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.2.3)", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "requests (<2.32.0)", "rich (>=12.3.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.15.0)", "uvicorn"] examples = ["ipython[all] (<8.15.0)", "lightning-utilities (>=0.8.0)", "requests (<2.32.0)", "torchmetrics (>=0.10.0)", "torchvision (>=0.15.0)"] -extra = ["bitsandbytes (>=0.42.0)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.27.7)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=12.3.0)", "tensorboardX (>=2.2)"] +extra = ["bitsandbytes (>=0.42.0)", "hydra-core (>=1.2.0)", "jsonargparse[signatures] (>=4.27.7)", "matplotlib (>3.1)", "omegaconf (>=2.2.3)", "rich (>=12.3.0)", "tensorboardX (>=2.2)"] strategies = ["deepspeed (>=0.8.2,<=0.9.3)"] test = ["cloudpickle (>=1.3)", "coverage (==7.3.1)", "fastapi", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "uvicorn"] @@ -4053,4 +4053,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "877a6751df01e9debfc4447ae9d1b58004ed54a4cbc511b61a24dc738aafaceb" +content-hash = "afbe36011cdd4a04aa6514e08ff568c409f37d7014290ad27957f9e39f92d45a" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index 1bf041111..d637fd6bd 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -15,7 +15,7 @@ mlflow = "*" [tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} torch = "2.2.1" -pytorch-lightning = "2.3.0" +pytorch-lightning = "2.3.1" torchmetrics = "1.4.0.post0" torchvision = "0.17.1" mlflow = "2.14.1" From 2446e39765465b476d6fe691ac3484f0d2cbe422 Mon Sep 17 00:00:00 2001 From: DerTiedemann Date: Thu, 4 Jul 2024 15:40:48 +0200 Subject: [PATCH 121/171] Fix kafka json byte encoding to match rest server (#1622) * fix: byte encoder for kafka messages refactored common logic into new codec class * chore: add tests * fix: address pr comments * fix lint --------- Co-authored-by: Sherif Akoush --- mlserver/codecs/json.py | 61 +++++++++++++++++++++++++++++++++++++ mlserver/kafka/message.py | 29 +++--------------- mlserver/rest/responses.py | 62 ++++---------------------------------- tests/codecs/test_json.py | 40 ++++++++++++++++++++++++ 4 files changed, 111 insertions(+), 81 deletions(-) create mode 100644 mlserver/codecs/json.py create mode 100644 tests/codecs/test_json.py diff --git a/mlserver/codecs/json.py b/mlserver/codecs/json.py new file mode 100644 index 000000000..9afbf7e4b --- /dev/null +++ b/mlserver/codecs/json.py @@ -0,0 +1,61 @@ +# seperate file to side step circular dependency on the decode_str function + +from typing import Any, Union +import json + +try: + import orjson +except ImportError: + orjson = None # type: ignore + +from .string import decode_str + + +# originally taken from: mlserver/rest/responses.py +class _BytesJSONEncoder(json.JSONEncoder): + def default(self, obj): + if isinstance(obj, bytes): + # If we get a bytes payload, try to decode it back to a string on a + # "best effort" basis + return decode_str(obj) + + return super().default(self, obj) + + +def _encode_object_to_bytes(obj: Any) -> str: + """ + Add compatibility with `bytes` payloads to `orjson` + """ + if isinstance(obj, bytes): + # If we get a bytes payload, try to decode it back to a string on a + # "best effort" basis + return decode_str(obj) + + raise TypeError + + +def encode_to_json_bytes(v: Any) -> bytes: + """encodes a dict into json bytes, can deal with byte like values gracefully""" + if orjson is None: + # Original implementation of starlette's JSONResponse, using our + # custom encoder (capable of "encoding" bytes). + # Original implementation can be seen here: + # https://github.com/encode/starlette/blob/ + # f53faba229e3fa2844bc3753e233d9c1f54cca52/starlette/responses.py#L173-L180 + return json.dumps( + v, + ensure_ascii=False, + allow_nan=False, + indent=None, + separators=(",", ":"), + cls=_BytesJSONEncoder, + ).encode("utf-8") + + return orjson.dumps(v, default=_encode_object_to_bytes) + + +def decode_from_bytelike_json_to_dict(v: Union[bytes, str]) -> dict: + if orjson is None: + return json.loads(v) + + return orjson.loads(v) diff --git a/mlserver/kafka/message.py b/mlserver/kafka/message.py index 4047eda48..c8383a116 100644 --- a/mlserver/kafka/message.py +++ b/mlserver/kafka/message.py @@ -1,28 +1,7 @@ -import json - -from typing import Dict, Optional, List, Tuple, Union +from typing import Dict, Optional, List, Tuple from pydantic import BaseModel - -try: - import orjson -except ImportError: - orjson = None # type: ignore - - -def _encode_value(v: dict) -> bytes: - if orjson is None: - dumped = json.dumps(v) - return dumped.encode("utf-8") - - return orjson.dumps(v) - - -def _decode_value(v: Union[bytes, str]) -> dict: - if orjson is None: - return json.loads(v) - - return orjson.loads(v) +from ..codecs.json import encode_to_json_bytes, decode_from_bytelike_json_to_dict def _encode_headers(h: Dict[str, str]) -> List[Tuple[str, bytes]]: @@ -48,7 +27,7 @@ def from_types( @classmethod def from_kafka_record(cls, kafka_record) -> "KafkaMessage": key = kafka_record.key - value = _decode_value(kafka_record.value) + value = decode_from_bytelike_json_to_dict(kafka_record.value) headers = _decode_headers(kafka_record.headers) return KafkaMessage(key=key, value=value, headers=headers) @@ -61,7 +40,7 @@ def encoded_key(self) -> bytes: @property def encoded_value(self) -> bytes: - return _encode_value(self.value) + return encode_to_json_bytes(self.value) @property def encoded_headers(self) -> List[Tuple[str, bytes]]: diff --git a/mlserver/rest/responses.py b/mlserver/rest/responses.py index c070a492f..c59d01645 100644 --- a/mlserver/rest/responses.py +++ b/mlserver/rest/responses.py @@ -1,38 +1,22 @@ -import json - from typing import Any from pydantic import BaseModel from starlette.responses import JSONResponse as _JSONResponse -from ..codecs.string import decode_str - -try: - import orjson -except ImportError: - orjson = None # type: ignore - - -class BytesJSONEncoder(json.JSONEncoder): - def default(self, obj): - if isinstance(obj, bytes): - # If we get a bytes payload, try to decode it back to a string on a - # "best effort" basis - return decode_str(obj) - - return super().default(self, obj) +from ..codecs.json import encode_to_json_bytes class Response(_JSONResponse): """ - Custom Response class to use `orjson` if present. - Otherwise, it'll fall back to the standard JSONResponse. + Custom Response that will use the encode_to_json_bytes function to + encode given content to json based on library availability. + See mlserver/codecs/utils.py for more details """ media_type = "application/json" def render(self, content: Any) -> bytes: - return _render(content) + return encode_to_json_bytes(content) class ServerSentEvent: @@ -45,38 +29,4 @@ def __init__(self, data: BaseModel, *args, **kwargs): def encode(self) -> bytes: as_dict = self.data.model_dump() - return self._pre + _render(as_dict) + self._sep - - -def _render(content: Any) -> bytes: - if orjson is None: - # Original implementation of starlette's JSONResponse, using our - # custom encoder (capable of "encoding" bytes). - # Original implementation can be seen here: - # https://github.com/encode/starlette/blob/ - # f53faba229e3fa2844bc3753e233d9c1f54cca52/starlette/responses.py#L173-L180 - return json.dumps( - content, - ensure_ascii=False, - allow_nan=False, - indent=None, - separators=(",", ":"), - cls=BytesJSONEncoder, - ).encode("utf-8") - - # This is equivalent to the ORJSONResponse implementation in FastAPI: - # https://github.com/tiangolo/fastapi/blob/ - # 864643ef7608d28ac4ed321835a7fb4abe3dfc13/fastapi/responses.py#L32-L34 - return orjson.dumps(content, default=_encode_bytes) - - -def _encode_bytes(obj: Any) -> str: - """ - Add compatibility with `bytes` payloads to `orjson` - """ - if isinstance(obj, bytes): - # If we get a bytes payload, try to decode it back to a string on a - # "best effort" basis - return decode_str(obj) - - raise TypeError + return self._pre + encode_to_json_bytes(as_dict) + self._sep diff --git a/tests/codecs/test_json.py b/tests/codecs/test_json.py new file mode 100644 index 000000000..b3d98d689 --- /dev/null +++ b/tests/codecs/test_json.py @@ -0,0 +1,40 @@ +import pytest + +from typing import Any, Union + +from mlserver.codecs.json import decode_from_bytelike_json_to_dict, encode_to_json_bytes + + +@pytest.mark.parametrize( + "input, expected", + [ + (b"{}", dict()), + ("{}", dict()), + ('{"hello":"world"}', {"hello": "world"}), + (b'{"hello":"world"}', {"hello": "world"}), + (b'{"hello":"' + "world".encode("utf-8") + b'"}', {"hello": "world"}), + ( + b'{"hello":"' + "world".encode("utf-8") + b'", "foo": { "bar": "baz" } }', + {"hello": "world", "foo": {"bar": "baz"}}, + ), + ], +) +def test_decode_input(input: Union[str, bytes], expected: dict): + assert expected == decode_from_bytelike_json_to_dict(input) + + +@pytest.mark.parametrize( + # input and expected are flipped here for easier CTRL+C / V + "expected, input", + [ + (b"{}", dict()), + (b'{"hello":"world"}', {"hello": "world"}), + (b'{"hello":"' + "world".encode("utf-8") + b'"}', {"hello": "world"}), + ( + b'{"hello":"' + "world".encode("utf-8") + b'","foo":{"bar":"baz"}}', + {"hello": b"world", "foo": {"bar": "baz"}}, + ), + ], +) +def test_encode_input(input: Any, expected: bytes): + assert expected == encode_to_json_bytes(input) From fcf3d5a8940bcaaedb2bf2e700994430330ef8d1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 4 Jul 2024 15:10:03 +0100 Subject: [PATCH 122/171] build(deps-dev): bump mypy from 1.9.0 to 1.10.0 (#1771) * build(deps-dev): bump mypy from 1.9.0 to 1.10.0 Bumps [mypy](https://github.com/python/mypy) from 1.9.0 to 1.10.0. - [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md) - [Commits](https://github.com/python/mypy/compare/1.9.0...v1.10.0) --- updated-dependencies: - dependency-name: mypy dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] * Fixed lock files --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Robert Samoilescu --- poetry.lock | 62 ++++++++++++++++---------------- pyproject.toml | 2 +- runtimes/huggingface/poetry.lock | 4 +-- runtimes/mlflow/poetry.lock | 3 +- 4 files changed, 33 insertions(+), 38 deletions(-) diff --git a/poetry.lock b/poetry.lock index f297b2150..06adca960 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "absl-py" @@ -2887,7 +2887,6 @@ description = "Clang Python Bindings, mirrored from the official LLVM repo: http optional = false python-versions = "*" files = [ - {file = "libclang-18.1.1-1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a"}, {file = "libclang-18.1.1-py2.py3-none-macosx_10_9_x86_64.whl", hash = "sha256:6f14c3f194704e5d09769108f03185fce7acaf1d1ae4bbb2f30a72c2400cb7c5"}, {file = "libclang-18.1.1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:83ce5045d101b669ac38e6da8e58765f12da2d3aafb3b9b98d88b286a60964d8"}, {file = "libclang-18.1.1-py2.py3-none-manylinux2010_x86_64.whl", hash = "sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b"}, @@ -3895,38 +3894,38 @@ files = [ [[package]] name = "mypy" -version = "1.9.0" +version = "1.10.0" description = "Optional static typing for Python" optional = false python-versions = ">=3.8" files = [ - {file = "mypy-1.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f8a67616990062232ee4c3952f41c779afac41405806042a8126fe96e098419f"}, - 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Signed-off-by: dependabot[bot] * Updated xgboost to 2.1.0 * Updated xgboost with eval_set --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Robert Samoilescu --- runtimes/xgboost/poetry.lock | 29 +++++++++++++++++++++-------- runtimes/xgboost/tests/conftest.py | 2 +- 2 files changed, 22 insertions(+), 9 deletions(-) diff --git a/runtimes/xgboost/poetry.lock b/runtimes/xgboost/poetry.lock index 918d25df1..588879db9 100644 --- a/runtimes/xgboost/poetry.lock +++ b/runtimes/xgboost/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiofiles" @@ -1139,6 +1139,16 @@ files = [ {file = "numpy-1.26.4.tar.gz", hash = "sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010"}, ] +[[package]] +name = "nvidia-nccl-cu12" +version = "2.22.3" +description = "NVIDIA Collective Communication Library (NCCL) Runtime" +optional = false +python-versions = ">=3" +files = [ + {file = "nvidia_nccl_cu12-2.22.3-py3-none-manylinux2014_x86_64.whl", hash = "sha256:f9f5e03c00269dee2cd1aa57019f9a024478a74ae6e9b32d5341c849fe6f6302"}, +] + [[package]] name = "opentelemetry-api" version = "1.25.0" @@ -2160,21 +2170,24 @@ files = [ [[package]] name = "xgboost" -version = "2.0.3" +version = "2.1.0" description = "XGBoost Python Package" optional = false python-versions = ">=3.8" files = [ - {file = "xgboost-2.0.3-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl", hash = "sha256:b21b2bb188b162c615fce468db93e3f995f3690e6184aadc7743b58466dc7f13"}, - {file = "xgboost-2.0.3-py3-none-macosx_12_0_arm64.whl", hash = "sha256:722d5b9351dfdf61973490dfd28abd42844db1cc469d07ed9b0cde9d1ffcdb32"}, - {file = "xgboost-2.0.3-py3-none-manylinux2014_aarch64.whl", hash = "sha256:2315a57b1883221e2f78dd514559aa9797e6c272d995d22e45495a04adac93cc"}, - {file = "xgboost-2.0.3-py3-none-manylinux2014_x86_64.whl", hash = "sha256:30bd5f789fad467fd49e04e5d19e04238b931682c3951a514da5c2410b3bf59c"}, - {file = "xgboost-2.0.3-py3-none-win_amd64.whl", hash = "sha256:462f131d7bfb1bc42f67c57fa5aa3e57d2b5755b1573a6e0d2c7e8895164e0fc"}, - {file = "xgboost-2.0.3.tar.gz", hash = "sha256:505955b5d770f8217a049beecce79e04a93787371c06dfb4b2414fec9d496bf3"}, + {file = "xgboost-2.1.0-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl", hash = "sha256:19d145eb847b070c32342b1bf2d7331c102783e07a484f8b13b7d759d707c6b0"}, + {file = "xgboost-2.1.0-py3-none-macosx_12_0_arm64.whl", hash = "sha256:840a0c6e2119d8c8f260a5dace996ea064a267f62b301a25d7d452488a7ac860"}, + {file = "xgboost-2.1.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:73673c9bb85927db7fe2e3aed6df6d35dba708cfd6767cc63d4ea11dda2dede5"}, + {file = "xgboost-2.1.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:43b16205689249d7509daf7a6ab00ad0e6c570b3a9c263cb32b26e39d9477bb3"}, + {file = "xgboost-2.1.0-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:cedc2e386e686795735448fd4597533acacc5ba6fb47dd910c204c468b80bb96"}, + {file = "xgboost-2.1.0-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:b2a456eb0f3d3e8fd8ab37e44ac288292bf8ea8744c294be9fd88713d27af810"}, + {file = "xgboost-2.1.0-py3-none-win_amd64.whl", hash = "sha256:74904b91c42524a6c32147fe5718569e78fb65911ff4499b053f81d0964514d4"}, + {file = "xgboost-2.1.0.tar.gz", hash = "sha256:7144980923e76ce741c7b03a14d3bd7514db6de5c7cabe96ba95b229d274f5ca"}, ] [package.dependencies] numpy = "*" +nvidia-nccl-cu12 = {version = "*", markers = "platform_system == \"Linux\" and platform_machine != \"aarch64\""} scikit-learn = {version = "*", optional = true, markers = "extra == \"scikit-learn\""} scipy = "*" diff --git a/runtimes/xgboost/tests/conftest.py b/runtimes/xgboost/tests/conftest.py index 13272290c..8847277a3 100644 --- a/runtimes/xgboost/tests/conftest.py +++ b/runtimes/xgboost/tests/conftest.py @@ -50,7 +50,7 @@ def classifier_uri(tmp_path) -> str: clf = xgb.XGBClassifier( num_class=c, use_label_encoder=False, objective="multi:softprob" ) - clf.fit(X_train, y_train, eval_metric="mlogloss") + clf.fit(X_train, y_train, eval_set=[(X_train, y_train)]) model_uri = os.path.join(tmp_path, "xgboost-model.json") clf.save_model(model_uri) From ce93346302fb3c521e1e92373af8962664370a1a Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Mon, 15 Jul 2024 13:23:16 +0100 Subject: [PATCH 124/171] Included Prometheus interceptor support for gRPC streaming (#1858) * Included streaming support for grpc prom server interceptor. * Included prometheus interceptor tests. * Updated docs. * Run grpc interceptor separately. --- docs/examples/streaming/README.ipynb | 59 ++++-- docs/examples/streaming/README.md | 8 +- docs/examples/streaming/settings.json | 3 +- docs/examples/streaming/text_model.py | 13 -- docs/user-guide/streaming.md | 1 - mlserver/grpc/interceptors.py | 254 ++++++++++++++++---------- mlserver/grpc/server.py | 10 +- tests/grpc/test_interceptor.py | 129 +++++++++++++ tests/testdata/settings-stream.json | 1 - tox.ini | 9 +- 10 files changed, 338 insertions(+), 149 deletions(-) create mode 100644 tests/grpc/test_interceptor.py diff --git a/docs/examples/streaming/README.ipynb b/docs/examples/streaming/README.ipynb index 025246237..13755c6d9 100644 --- a/docs/examples/streaming/README.ipynb +++ b/docs/examples/streaming/README.ipynb @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [ { @@ -121,7 +121,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -138,8 +138,7 @@ "{\n", " \"debug\": false,\n", " \"parallel_workers\": 0,\n", - " \"gzip_enabled\": false,\n", - " \"metrics_endpoint\": null\n", + " \"gzip_enabled\": false\n", "}\n" ] }, @@ -150,8 +149,7 @@ "Note the currently there are three main limitations of the streaming support in MLServer:\n", "\n", "- distributed workers are not supported (i.e., the `parallel_workers` setting should be set to `0`)\n", - "- `gzip` middleware is not supported for REST (i.e., `gzip_enabled` setting should be set to `false`)\n", - "- metrics endpoint is not available (i.e. `metrics_endpoint` is also disabled for streaming for gRPC)" + "- `gzip` middleware is not supported for REST (i.e., `gzip_enabled` setting should be set to `false`)" ] }, { @@ -163,7 +161,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -227,14 +225,14 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Writing generate-request.json\n" + "Overwriting generate-request.json\n" ] } ], @@ -272,9 +270,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['What']\n", + "[' is']\n", + "[' the']\n", + "[' capital']\n", + "[' of']\n", + "[' France?']\n" + ] + } + ], "source": [ "import httpx\n", "from httpx_sse import connect_sse\n", @@ -301,9 +312,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['What']\n", + "[' is']\n", + "[' the']\n", + "[' capital']\n", + "[' of']\n", + "[' France?']\n" + ] + } + ], "source": [ "import grpc\n", "import mlserver.types as types\n", @@ -315,7 +339,7 @@ "inference_request = types.InferenceRequest.parse_file(\"./generate-request.json\")\n", "\n", "# need to convert from string to bytes for grpc\n", - "inference_request.inputs[0] = StringCodec.encode_input(\"prompt\", inference_request.inputs[0].data.__root__)\n", + "inference_request.inputs[0] = StringCodec.encode_input(\"prompt\", inference_request.inputs[0].data.root)\n", "inference_request_g = converters.ModelInferRequestConverter.from_types(\n", " inference_request, model_name=\"text-model\", model_version=None\n", ")\n", @@ -338,11 +362,6 @@ "source": [ "Note that for gRPC, the request is transformed into an async generator which is then passed to the `ModelStreamInfer` method. The response is also an async generator which can be iterated over to get the response." ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [] } ], "metadata": { @@ -361,7 +380,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.14" + "version": "3.10.12" } }, "nbformat": 4, diff --git a/docs/examples/streaming/README.md b/docs/examples/streaming/README.md index 7acdf2090..d91aa7492 100644 --- a/docs/examples/streaming/README.md +++ b/docs/examples/streaming/README.md @@ -78,8 +78,7 @@ The next step will be to create 2 configuration files: { "debug": false, "parallel_workers": 0, - "gzip_enabled": false, - "metrics_endpoint": null + "gzip_enabled": false } ``` @@ -88,7 +87,6 @@ Note the currently there are three main limitations of the streaming support in - distributed workers are not supported (i.e., the `parallel_workers` setting should be set to `0`) - `gzip` middleware is not supported for REST (i.e., `gzip_enabled` setting should be set to `false`) -- metrics endpoint is not available (i.e. `metrics_endpoint` is also disabled for streaming for gRPC) #### model-settings.json @@ -195,7 +193,7 @@ import mlserver.grpc.dataplane_pb2_grpc as dataplane inference_request = types.InferenceRequest.parse_file("./generate-request.json") # need to convert from string to bytes for grpc -inference_request.inputs[0] = StringCodec.encode_input("prompt", inference_request.inputs[0].data.__root__) +inference_request.inputs[0] = StringCodec.encode_input("prompt", inference_request.inputs[0].data.root) inference_request_g = converters.ModelInferRequestConverter.from_types( inference_request, model_name="text-model", model_version=None ) @@ -213,5 +211,3 @@ async with grpc.aio.insecure_channel("localhost:8081") as grpc_channel: ``` Note that for gRPC, the request is transformed into an async generator which is then passed to the `ModelStreamInfer` method. The response is also an async generator which can be iterated over to get the response. - - diff --git a/docs/examples/streaming/settings.json b/docs/examples/streaming/settings.json index ec853b3ba..3a95c2882 100644 --- a/docs/examples/streaming/settings.json +++ b/docs/examples/streaming/settings.json @@ -2,6 +2,5 @@ { "debug": false, "parallel_workers": 0, - "gzip_enabled": false, - "metrics_endpoint": null + "gzip_enabled": false } diff --git a/docs/examples/streaming/text_model.py b/docs/examples/streaming/text_model.py index 4475b3c92..d851f3bb9 100644 --- a/docs/examples/streaming/text_model.py +++ b/docs/examples/streaming/text_model.py @@ -7,19 +7,6 @@ class TextModel(MLModel): - async def predict(self, payload: InferenceRequest) -> InferenceResponse: - text = StringCodec.decode_input(payload.inputs[0])[0] - return InferenceResponse( - model_name=self._settings.name, - outputs=[ - StringCodec.encode_output( - name="output", - payload=[text], - use_bytes=True, - ), - ], - ) - async def predict_stream( self, payloads: AsyncIterator[InferenceRequest] ) -> AsyncIterator[InferenceResponse]: diff --git a/docs/user-guide/streaming.md b/docs/user-guide/streaming.md index 41dec0b03..a576e6a3e 100644 --- a/docs/user-guide/streaming.md +++ b/docs/user-guide/streaming.md @@ -32,4 +32,3 @@ There are three main limitations of the streaming support in MLServer: - the `parallel_workers` setting should be set to `0` to disable distributed workers (to be addressed in future releases) - for REST, the `gzip_enabled` setting should be set to `false` to disable GZIP compression, as streaming is not compatible with GZIP compression (see issue [here]( https://github.com/encode/starlette/issues/20#issuecomment-704106436)) -- `metrics_endpoint` is also disabled for streaming for gRPC (to be addressed in future releases) \ No newline at end of file diff --git a/mlserver/grpc/interceptors.py b/mlserver/grpc/interceptors.py index c1d6e2df8..99de6d500 100644 --- a/mlserver/grpc/interceptors.py +++ b/mlserver/grpc/interceptors.py @@ -1,9 +1,12 @@ -from typing import Awaitable, Callable, Tuple +from typing import Awaitable, AsyncIterator, Callable, Tuple, Optional from functools import partial from timeit import default_timer +from mlserver.grpc import dataplane_pb2 as pb from grpc.aio import ServerInterceptor, ServicerContext from grpc import HandlerCallDetails, RpcMethodHandler, RpcError, StatusCode + +from prometheus_client import Counter from py_grpc_prometheus.prometheus_server_interceptor import ( grpc_utils, PromServerInterceptor as _PromServerInterceptor, @@ -50,43 +53,10 @@ async def intercept_service( metrics_wrapper = partial(self._metrics_wrapper, method_call) return self._interceptor._wrap_rpc_behavior(handler, metrics_wrapper) - def _compute_status_code(self, servicer_context: ServicerContext) -> StatusCode: - """ - This method is mostly copied from `py-grpc-prometheus`, with a couple - minor changes to avoid using private APIs from ServicerContext which - don't exist anymore in `grpc.aio`. - To see the original implementation, please check: - - https://github.com/lchenn/py-grpc-prometheus/blob/eb9dee1f0a4e57cef220193ee48021dc9a9f3d82/py_grpc_prometheus/prometheus_server_interceptor.py#L127-L134 - """ - # Backwards compatibility for non-aio. - # TODO: It's not clear yet how to check whether the context has been - # cancelled with aio. - if hasattr(servicer_context, "_state"): - if servicer_context._state.client == "cancelled": - return StatusCode.CANCELLED - - if not hasattr(servicer_context, "code"): - return StatusCode.OK - - code = servicer_context.code() - if code is None: - return StatusCode.OK - - # NOTE: With gRPC AIO, the `code` can be a plain integer that needs to - # be converted to an actual `StatusCode` entry - if isinstance(code, int): - if code not in self._status_codes: - return StatusCode.UNKNOWN - - return self._status_codes[code] - - return code - def _metrics_wrapper( self, method_call: Tuple[str, str, str], - old_handler: RpcMethodHandler, + behavior: RpcMethodHandler, request_streaming: bool, response_streaming: bool, ): @@ -99,60 +69,111 @@ def _metrics_wrapper( """ grpc_service_name, grpc_method_name, _ = method_call - async def _new_handler(request_or_iterator, servicer_context: ServicerContext): - response_or_iterator = None + async def new_behavior( + request: pb.ModelMetadataRequest, servicer_context: ServicerContext + ) -> Optional[pb.ModelMetadataRequest]: + response = None try: start = default_timer() grpc_type = grpc_utils.get_method_type( request_streaming, response_streaming ) + try: - if request_streaming: - request_or_iterator = grpc_utils.wrap_iterator_inc_counter( - request_or_iterator, - self._interceptor._metrics[ - "grpc_server_stream_msg_received" - ], - grpc_type, - grpc_service_name, - grpc_method_name, + self._interceptor._metrics["grpc_server_started_counter"].labels( + grpc_type=grpc_type, + grpc_service=grpc_service_name, + grpc_method=grpc_method_name, + ).inc() + + # Invoke the original rpc behavior. + # NOTE: This is the main change required with respect to + # the original implementation in `py-grpc-prometheus`. + response = await behavior(request, servicer_context) + self._interceptor.increase_grpc_server_handled_total_counter( + grpc_type, + grpc_service_name, + grpc_method_name, + self._compute_status_code(servicer_context).name, + ) + return response + + except RpcError as e: + self._interceptor.increase_grpc_server_handled_total_counter( + grpc_type, + grpc_service_name, + grpc_method_name, + self._interceptor._compute_error_code(e).name, + ) + raise e + + finally: + if self._interceptor._legacy: + self._interceptor._metrics[ + "legacy_grpc_server_handled_latency_seconds" + ].labels( + grpc_type=grpc_type, + grpc_service=grpc_service_name, + grpc_method=grpc_method_name, + ).observe( + max(default_timer() - start, 0) ) - else: + elif self._interceptor._enable_handling_time_histogram: self._interceptor._metrics[ - "grpc_server_started_counter" + "grpc_server_handled_histogram" ].labels( grpc_type=grpc_type, grpc_service=grpc_service_name, grpc_method=grpc_method_name, - ).inc() + ).observe( + max(default_timer() - start, 0) + ) + except Exception as e: # pylint: disable=broad-except + # Allow user to skip the exceptions in order to maintain + # the basic functionality in the server + # The logging function in exception can be toggled with log_exceptions + # in order to suppress the noise in logging + if self._interceptor._skip_exceptions: + if self._interceptor._log_exceptions: + logger.error(e) - # Invoke the original rpc behavior. - # NOTE: This is the main change required with respect to - # the original implementation in `py-grpc-prometheus`. - response_or_iterator = await old_handler( - request_or_iterator, servicer_context + if response is None: + return response + + return await behavior(request, servicer_context) + raise e + + async def new_behavior_stream( + request_async_iterator: AsyncIterator[pb.ModelInferRequest], + servicer_context: ServicerContext, + ) -> AsyncIterator[pb.ModelInferRequest]: + response_async_iterator = None + try: + grpc_type = grpc_utils.get_method_type( + request_streaming, response_streaming + ) + try: + request_async_iterator = wrap_async_iterator_inc_counter( + request_async_iterator, + self._interceptor._metrics["grpc_server_stream_msg_received"], + grpc_type, + grpc_service_name, + grpc_method_name, ) - if response_streaming: - sent_metric = self._interceptor._metrics[ - "grpc_server_stream_msg_sent" - ] - response_or_iterator = grpc_utils.wrap_iterator_inc_counter( - response_or_iterator, - sent_metric, - grpc_type, - grpc_service_name, - grpc_method_name, - ) + # wrap the original behavior with the metrics + response_async_iterator = wrap_async_iterator_inc_counter( + behavior(request_async_iterator, servicer_context), + self._interceptor._metrics["grpc_server_stream_msg_sent"], + grpc_type, + grpc_service_name, + grpc_method_name, + ) + + # invoke the original rpc behavior + async for item in response_async_iterator: + yield item - else: - self._interceptor.increase_grpc_server_handled_total_counter( - grpc_type, - grpc_service_name, - grpc_method_name, - self._compute_status_code(servicer_context).name, - ) - return response_or_iterator except RpcError as e: self._interceptor.increase_grpc_server_handled_total_counter( grpc_type, @@ -162,28 +183,6 @@ async def _new_handler(request_or_iterator, servicer_context: ServicerContext): ) raise e - finally: - if not response_streaming: - if self._interceptor._legacy: - self._interceptor._metrics[ - "legacy_grpc_server_handled_latency_seconds" - ].labels( - grpc_type=grpc_type, - grpc_service=grpc_service_name, - grpc_method=grpc_method_name, - ).observe( - max(default_timer() - start, 0) - ) - elif self._interceptor._enable_handling_time_histogram: - self._interceptor._metrics[ - "grpc_server_handled_histogram" - ].labels( - grpc_type=grpc_type, - grpc_service=grpc_service_name, - grpc_method=grpc_method_name, - ).observe( - max(default_timer() - start, 0) - ) except Exception as e: # pylint: disable=broad-except # Allow user to skip the exceptions in order to maintain # the basic functionality in the server @@ -192,9 +191,66 @@ async def _new_handler(request_or_iterator, servicer_context: ServicerContext): if self._interceptor._skip_exceptions: if self._interceptor._log_exceptions: logger.error(e) - if response_or_iterator is None: - return response_or_iterator - return old_handler(request_or_iterator, servicer_context) + + if response_async_iterator is not None: + async for item in behavior( + request_async_iterator, servicer_context + ): + yield item raise e - return _new_handler + if request_streaming and response_streaming: + return new_behavior_stream + + return new_behavior + + def _compute_status_code(self, servicer_context: ServicerContext) -> StatusCode: + """ + This method is mostly copied from `py-grpc-prometheus`, with a couple + minor changes to avoid using private APIs from ServicerContext which + don't exist anymore in `grpc.aio`. + To see the original implementation, please check: + + https://github.com/lchenn/py-grpc-prometheus/blob/eb9dee1f0a4e57cef220193ee48021dc9a9f3d82/py_grpc_prometheus/prometheus_server_interceptor.py#L127-L134 + """ + # Backwards compatibility for non-aio. + # TODO: It's not clear yet how to check whether the context has been + # cancelled with aio. + if hasattr(servicer_context, "_state"): + if servicer_context._state.client == "cancelled": + return StatusCode.CANCELLED + + if not hasattr(servicer_context, "code"): + return StatusCode.OK + + code = servicer_context.code() + if code is None: + return StatusCode.OK + + # NOTE: With gRPC AIO, the `code` can be a plain integer that needs to + # be converted to an actual `StatusCode` entry + if isinstance(code, int): + if code not in self._status_codes: + return StatusCode.UNKNOWN + + return self._status_codes[code] + + return code + + +async def wrap_async_iterator_inc_counter( + iterator: AsyncIterator[pb.ModelInferRequest], + counter: Counter, + grpc_type: str, + grpc_service_name: str, + grpc_method_name: str, +) -> AsyncIterator[pb.ModelInferRequest]: + """Wraps an async iterator and collect metrics.""" + + async for item in iterator: + counter.labels( + grpc_type=grpc_type, + grpc_service=grpc_service_name, + grpc_method=grpc_method_name, + ).inc() + yield item diff --git a/mlserver/grpc/server.py b/mlserver/grpc/server.py index cc5a84529..2d8fef3e0 100644 --- a/mlserver/grpc/server.py +++ b/mlserver/grpc/server.py @@ -38,14 +38,14 @@ def _create_server(self): self._model_repository_handlers ) - interceptors = [] + self._interceptors = [] if self._settings.debug: # If debug, enable access logs - interceptors = [LoggingInterceptor()] + self._interceptors = [LoggingInterceptor()] if self._settings.metrics_endpoint: - interceptors.append( + self._interceptors.append( PromServerInterceptor(enable_handling_time_histogram=True) ) @@ -62,7 +62,7 @@ def _create_server(self): ) ) - interceptors.append( + self._interceptors.append( aio_server_interceptor( tracer_provider=tracer_provider, filter_=excluded_urls ) @@ -70,7 +70,7 @@ def _create_server(self): self._server = aio.server( ThreadPoolExecutor(max_workers=DefaultGrpcWorkers), - interceptors=tuple(interceptors), + interceptors=tuple(self._interceptors), options=self._get_options(), ) diff --git a/tests/grpc/test_interceptor.py b/tests/grpc/test_interceptor.py new file mode 100644 index 000000000..ca3a7f007 --- /dev/null +++ b/tests/grpc/test_interceptor.py @@ -0,0 +1,129 @@ +import pytest +from pytest_lazyfixture import lazy_fixture + +from typing import AsyncGenerator + +from grpc import StatusCode +from mlserver.grpc.interceptors import PromServerInterceptor +from mlserver.codecs import StringCodec +from mlserver.grpc import converters +from mlserver.grpc.server import GRPCServer +from mlserver.grpc.dataplane_pb2_grpc import GRPCInferenceServiceStub +from mlserver.grpc import dataplane_pb2 as pb + + +@pytest.mark.parametrize("sum_model", [lazy_fixture("text_model")]) +@pytest.mark.parametrize("sum_model_settings", [lazy_fixture("text_model_settings")]) +async def test_prometheus_unary_unary( + grpc_server: GRPCServer, + inference_service_stub: AsyncGenerator[GRPCInferenceServiceStub, None], + model_generate_request: pb.ModelInferRequest, +): + # send 10 requests + num_requests = 10 + for _ in range(num_requests): + _ = await inference_service_stub.ModelInfer(model_generate_request) + + grpc_type = "UNARY" + grpc_service_name = "inference.GRPCInferenceService" + grpc_method_name = "ModelInfer" + prom_interceptor = [ + interceptor + for interceptor in grpc_server._interceptors + if isinstance(interceptor, PromServerInterceptor) + ][0] + + # get the number of requests intercepted + counted_requests = ( + prom_interceptor._interceptor._metrics["grpc_server_started_counter"] + .labels( + grpc_type, + grpc_service_name, + grpc_method_name, + ) + ._value.get() + ) + + # get the number of ok responses intercepted + counted_responses = ( + prom_interceptor._interceptor._grpc_server_handled_total_counter.labels( + grpc_type, + grpc_service_name, + grpc_method_name, + StatusCode.OK.name, + )._value.get() + ) + + assert int(counted_requests) == num_requests + assert int(counted_requests) == int(counted_responses) + + +@pytest.mark.parametrize("settings", [lazy_fixture("settings_stream")]) +@pytest.mark.parametrize("sum_model", [lazy_fixture("text_stream_model")]) +@pytest.mark.parametrize("model_name", ["text-stream-model"]) +@pytest.mark.parametrize( + "sum_model_settings", [lazy_fixture("text_stream_model_settings")] +) +async def test_prometheus_stream_stream( + grpc_server: GRPCServer, + inference_service_stub: AsyncGenerator[GRPCInferenceServiceStub, None], + model_generate_request: pb.ModelInferRequest, + model_name: str, +): + model_generate_request.model_name = model_name + + async def get_stream_request(request): + yield request + + # send 10 requests + num_requests = 10 + for _ in range(num_requests): + _ = [ + _ + async for _ in inference_service_stub.ModelStreamInfer( + get_stream_request(model_generate_request) + ) + ] + + grpc_type = "BIDI_STREAMING" + grpc_service_name = "inference.GRPCInferenceService" + grpc_method_name = "ModelStreamInfer" + prom_interceptor = [ + interceptor + for interceptor in grpc_server._interceptors + if isinstance(interceptor, PromServerInterceptor) + ][0] + + # get the number of requests intercepted + counted_requests = ( + prom_interceptor._interceptor._metrics["grpc_server_stream_msg_received"] + .labels( + grpc_type, + grpc_service_name, + grpc_method_name, + ) + ._value.get() + ) + + # get the number of ok responses intercepted + counted_responses = ( + prom_interceptor._interceptor._metrics["grpc_server_stream_msg_sent"] + .labels( + grpc_type, + grpc_service_name, + grpc_method_name, + ) + ._value.get() + ) + + inference_request_g = converters.ModelInferRequestConverter.to_types( + model_generate_request + ) + + # we count the number of words because + # each word is gonna be streamed back + request_text = StringCodec.decode_input(inference_request_g.inputs[0])[0] + num_words = len(request_text.split()) + + assert int(counted_requests) == num_requests + assert int(counted_requests) * num_words == int(counted_responses) diff --git a/tests/testdata/settings-stream.json b/tests/testdata/settings-stream.json index 6727d5b59..809cb452b 100644 --- a/tests/testdata/settings-stream.json +++ b/tests/testdata/settings-stream.json @@ -3,7 +3,6 @@ "host": "127.0.0.1", "parallel_workers": 0, "gzip_enabled": false, - "metrics_endpoint": null, "cors_settings": { "allow_origins": ["*"] } diff --git a/tox.ini b/tox.ini index e4a6e37be..034cfaa05 100644 --- a/tox.ini +++ b/tox.ini @@ -22,12 +22,17 @@ commands = python -m pytest {posargs} -n auto \ {toxinidir}/tests \ --ignore={toxinidir}/tests/kafka \ - --ignore={toxinidir}/tests/parallel + --ignore={toxinidir}/tests/parallel \ + --ignore={toxinidir}/tests/grpc/test_interceptor.py # kafka and parallel tests are failing for macos when running in parallel # with the entire test suite. So, we run them separately. + # Also, we run the grpc interceptor test separately because + # other tests will interfere with the metrics counter when + # running in parallel. python -m pytest {posargs} \ {toxinidir}/tests/kafka \ - {toxinidir}/tests/parallel + {toxinidir}/tests/parallel \ + {toxinidir}/tests/grpc/test_interceptor.py set_env = GITHUB_SERVER_URL = {env:GITHUB_SERVER_URL:https\://github.com} GITHUB_REPOSITORY = {env:GITHUB_REPOSITORY:SeldonIO/MLServer} From 39dbcf78a2e6b1601dbc3b8c436f812b4bf22021 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 18 Jul 2024 10:17:05 +0100 Subject: [PATCH 125/171] build(deps): bump mlflow from 2.14.1 to 2.14.3 in /runtimes/mlflow (#1861) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.14.1 to 2.14.3. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](https://github.com/mlflow/mlflow/compare/v2.14.1...v2.14.3) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 9 +++++---- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 2b07379c9..a4407c2c0 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -1798,13 +1798,13 @@ dev = ["meson-python (>=0.13.1)", "numpy (>=1.25)", "pybind11 (>=2.6)", "setupto [[package]] name = "mlflow" -version = "2.14.1" +version = "2.14.3" description = "MLflow is an open source platform for the complete machine learning lifecycle" optional = false python-versions = ">=3.8" files = [ - {file = "mlflow-2.14.1-py3-none-any.whl", hash = "sha256:0bda38f94468d69a169415b1d751078f1083ddb44646f50854d387bcb6d0b9ec"}, - {file = "mlflow-2.14.1.tar.gz", hash = "sha256:1258ade134b9fbb15b1b0f22b0e9f98b5ff6f5f57575c10adfb255b9331fc587"}, + {file = "mlflow-2.14.3-py3-none-any.whl", hash = "sha256:2de915346c8e34a9d13efbd6469551980923619274db57fd2253621a2c666e18"}, + {file = "mlflow-2.14.3.tar.gz", hash = "sha256:292cae4b83574a0cb223117e224caa6798933078af0233719c2b612bea645617"}, ] [package.dependencies] @@ -2198,6 +2198,7 @@ description = "Nvidia JIT LTO Library" optional = false python-versions = ">=3" files = [ + {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-manylinux2014_aarch64.whl", hash = "sha256:004186d5ea6a57758fd6d57052a123c73a4815adf365eb8dd6a85c9eaa7535ff"}, {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-manylinux2014_x86_64.whl", hash = "sha256:d9714f27c1d0f0895cd8915c07a87a1d0029a0aa36acaf9156952ec2a8a12189"}, {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-win_amd64.whl", hash = "sha256:c3401dc8543b52d3a8158007a0c1ab4e9c768fcbd24153a48c86972102197ddd"}, ] @@ -4052,4 +4053,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "afbe36011cdd4a04aa6514e08ff568c409f37d7014290ad27957f9e39f92d45a" +content-hash = "d7b14cc63fea870735413c089c5b0a6be647c3e29fd1302cf955678e1af05b13" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index d637fd6bd..6cdf6fceb 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -18,7 +18,7 @@ torch = "2.2.1" pytorch-lightning = "2.3.1" torchmetrics = "1.4.0.post0" torchvision = "0.17.1" -mlflow = "2.14.1" +mlflow = "2.14.3" [build-system] requires = ["poetry-core"] From f4d75aef3f9eac0e8b7bbcd23c8244e13cc4999c Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 18 Jul 2024 10:17:57 +0100 Subject: [PATCH 126/171] build(deps): bump tensorflow in /runtimes/huggingface (#1860) Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.16.2 to 2.17.0. - [Release notes](https://github.com/tensorflow/tensorflow/releases) - [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md) - [Commits](https://github.com/tensorflow/tensorflow/compare/v2.16.2...v2.17.0) --- updated-dependencies: - dependency-name: tensorflow dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/huggingface/poetry.lock | 56 ++++++++++++++--------------- runtimes/huggingface/pyproject.toml | 2 +- 2 files changed, 28 insertions(+), 30 deletions(-) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index fe6dfa2aa..7225a418a 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -1411,6 +1411,7 @@ description = "Clang Python Bindings, mirrored from the official LLVM repo: http optional = false python-versions = "*" files = [ + {file = "libclang-18.1.1-1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a"}, {file = "libclang-18.1.1-py2.py3-none-macosx_10_9_x86_64.whl", hash = "sha256:6f14c3f194704e5d09769108f03185fce7acaf1d1ae4bbb2f30a72c2400cb7c5"}, {file = "libclang-18.1.1-py2.py3-none-macosx_11_0_arm64.whl", hash = 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100644 --- a/runtimes/huggingface/pyproject.toml +++ b/runtimes/huggingface/pyproject.toml @@ -24,7 +24,7 @@ torch = [ {markers = "sys_platform != 'darwin' or platform_machine != 'x86_64'", version = "<2.4.0"} ] transformers = ">=4.30,<5.0" -tensorflow = ">=2.12,<2.17" +tensorflow = ">=2.12,<2.18" [build-system] requires = ["poetry-core"] From 93d985757ca45f4a30ddade4372e742aad527e94 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 18 Jul 2024 10:18:35 +0100 Subject: [PATCH 127/171] build(deps-dev): bump tox from 4.14.2 to 4.16.0 (#1857) Bumps [tox](https://github.com/tox-dev/tox) from 4.14.2 to 4.16.0. - [Release notes](https://github.com/tox-dev/tox/releases) - [Changelog](https://github.com/tox-dev/tox/blob/main/docs/changelog.rst) - [Commits](https://github.com/tox-dev/tox/compare/4.14.2...4.16.0) --- updated-dependencies: - dependency-name: tox dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 46 ++++++++++++++++++++++++---------------------- pyproject.toml | 4 ++-- 2 files changed, 26 insertions(+), 24 deletions(-) diff --git a/poetry.lock b/poetry.lock index 06adca960..74cb2073e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2887,6 +2887,7 @@ description = "Clang Python Bindings, mirrored from the official LLVM repo: http optional = false python-versions = "*" files = [ + {file = "libclang-18.1.1-1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a"}, {file = "libclang-18.1.1-py2.py3-none-macosx_10_9_x86_64.whl", hash = "sha256:6f14c3f194704e5d09769108f03185fce7acaf1d1ae4bbb2f30a72c2400cb7c5"}, {file = "libclang-18.1.1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:83ce5045d101b669ac38e6da8e58765f12da2d3aafb3b9b98d88b286a60964d8"}, {file = "libclang-18.1.1-py2.py3-none-manylinux2010_x86_64.whl", hash = "sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b"}, @@ -4214,6 +4215,7 @@ description = "Nvidia JIT LTO Library" optional = false python-versions = ">=3" files = [ + {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-manylinux2014_aarch64.whl", hash = "sha256:004186d5ea6a57758fd6d57052a123c73a4815adf365eb8dd6a85c9eaa7535ff"}, {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-manylinux2014_x86_64.whl", hash = "sha256:d9714f27c1d0f0895cd8915c07a87a1d0029a0aa36acaf9156952ec2a8a12189"}, {file = "nvidia_nvjitlink_cu12-12.5.40-py3-none-win_amd64.whl", hash = "sha256:c3401dc8543b52d3a8158007a0c1ab4e9c768fcbd24153a48c86972102197ddd"}, ] @@ -5327,22 +5329,22 @@ diagrams = ["jinja2", "railroad-diagrams"] [[package]] name = "pyproject-api" -version = "1.6.1" +version = "1.7.1" description = "API to interact with the python pyproject.toml based projects" optional = false python-versions = ">=3.8" files = [ - {file = "pyproject_api-1.6.1-py3-none-any.whl", hash = "sha256:4c0116d60476b0786c88692cf4e325a9814965e2469c5998b830bba16b183675"}, - {file = "pyproject_api-1.6.1.tar.gz", hash = "sha256:1817dc018adc0d1ff9ca1ed8c60e1623d5aaca40814b953af14a9cf9a5cae538"}, + {file = "pyproject_api-1.7.1-py3-none-any.whl", hash = "sha256:2dc1654062c2b27733d8fd4cdda672b22fe8741ef1dde8e3a998a9547b071eeb"}, + {file = "pyproject_api-1.7.1.tar.gz", hash = "sha256:7ebc6cd10710f89f4cf2a2731710a98abce37ebff19427116ff2174c9236a827"}, ] [package.dependencies] -packaging = ">=23.1" +packaging = ">=24.1" tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""} [package.extras] -docs = ["furo (>=2023.8.19)", "sphinx (<7.2)", "sphinx-autodoc-typehints (>=1.24)"] -testing = ["covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "setuptools (>=68.1.2)", "wheel (>=0.41.2)"] +docs = ["furo (>=2024.5.6)", "sphinx-autodoc-typehints (>=2.2.1)"] +testing = ["covdefaults (>=2.3)", "pytest (>=8.2.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "setuptools (>=70.1)"] [[package]] name = "pyreadline3" @@ -7575,30 +7577,30 @@ scipy = ["scipy"] [[package]] name = "tox" -version = "4.14.2" +version = "4.16.0" description = "tox is a generic virtualenv management and test command line tool" optional = false python-versions = ">=3.8" files = [ - {file = "tox-4.14.2-py3-none-any.whl", hash = "sha256:2900c4eb7b716af4a928a7fdc2ed248ad6575294ed7cfae2ea41203937422847"}, - {file = "tox-4.14.2.tar.gz", hash = "sha256:0defb44f6dafd911b61788325741cc6b2e12ea71f987ac025ad4d649f1f1a104"}, + {file = "tox-4.16.0-py3-none-any.whl", hash = "sha256:61e101061b977b46cf00093d4319438055290ad0009f84497a07bf2d2d7a06d0"}, + {file = "tox-4.16.0.tar.gz", hash = "sha256:43499656f9949edb681c0f907f86fbfee98677af9919d8b11ae5ad77cb800748"}, ] [package.dependencies] -cachetools = ">=5.3.2" +cachetools = ">=5.3.3" chardet = ">=5.2" colorama = ">=0.4.6" -filelock = ">=3.13.1" -packaging = ">=23.2" -platformdirs = ">=4.1" -pluggy = ">=1.3" -pyproject-api = ">=1.6.1" +filelock = ">=3.15.4" +packaging = ">=24.1" +platformdirs = ">=4.2.2" +pluggy = ">=1.5" +pyproject-api = ">=1.7.1" tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""} -virtualenv = ">=20.25" +virtualenv = ">=20.26.3" [package.extras] -docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-argparse-cli (>=1.11.1)", "sphinx-autodoc-typehints (>=1.25.2)", "sphinx-copybutton (>=0.5.2)", "sphinx-inline-tabs (>=2023.4.21)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.11)"] -testing = ["build[virtualenv] (>=1.0.3)", "covdefaults (>=2.3)", "detect-test-pollution (>=1.2)", "devpi-process (>=1)", "diff-cover (>=8.0.2)", "distlib (>=0.3.8)", "flaky (>=3.7)", "hatch-vcs (>=0.4)", "hatchling (>=1.21)", "psutil (>=5.9.7)", "pytest (>=7.4.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-xdist (>=3.5)", "re-assert (>=1.1)", "time-machine (>=2.13)", "wheel (>=0.42)"] +docs = ["furo (>=2024.5.6)", "sphinx (>=7.3.7)", "sphinx-argparse-cli (>=1.16)", "sphinx-autodoc-typehints (>=2.2.2)", "sphinx-copybutton (>=0.5.2)", "sphinx-inline-tabs (>=2023.4.21)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.11)"] +testing = ["build[virtualenv] (>=1.2.1)", "covdefaults (>=2.3)", "detect-test-pollution (>=1.2)", "devpi-process (>=1)", "diff-cover (>=9.1)", "distlib (>=0.3.8)", "flaky (>=3.8.1)", "hatch-vcs (>=0.4)", "hatchling (>=1.25)", "psutil (>=6)", "pytest (>=8.2.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-xdist (>=3.6.1)", "re-assert (>=1.1)", "setuptools (>=70.2)", "time-machine (>=2.14.2)", "wheel (>=0.43)"] [[package]] name = "tqdm" @@ -7915,13 +7917,13 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)" [[package]] name = "virtualenv" -version = "20.26.2" +version = "20.26.3" description = "Virtual Python Environment builder" optional = false python-versions = ">=3.7" files = [ - {file = "virtualenv-20.26.2-py3-none-any.whl", hash = "sha256:a624db5e94f01ad993d476b9ee5346fdf7b9de43ccaee0e0197012dc838a0e9b"}, - {file = "virtualenv-20.26.2.tar.gz", hash = "sha256:82bf0f4eebbb78d36ddaee0283d43fe5736b53880b8a8cdcd37390a07ac3741c"}, + {file = "virtualenv-20.26.3-py3-none-any.whl", hash = "sha256:8cc4a31139e796e9a7de2cd5cf2489de1217193116a8fd42328f1bd65f434589"}, + {file = "virtualenv-20.26.3.tar.gz", hash = "sha256:4c43a2a236279d9ea36a0d76f98d84bd6ca94ac4e0f4a3b9d46d05e10fea542a"}, ] [package.dependencies] @@ -8614,4 +8616,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "af1d6381eeefdabbb722c775f109b3dac402ee827851be7ac2e24b630af55faf" +content-hash = "933779d5c3bc43fc1545fe806db40c09d422afb4f4af4867665a1b717d3193dd" diff --git a/pyproject.toml b/pyproject.toml index 6c185e9bb..9073ff8f6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -76,7 +76,7 @@ opentelemetry-instrumentation-grpc = ">=0.43b0" opentelemetry-exporter-otlp-proto-grpc = "^1.22.0" [tool.poetry.group.test.dependencies] -tox = "4.14.2" +tox = "4.16.0" [tool.poetry.group.dev.dependencies] datamodel-code-generator = "0.25.5" @@ -86,7 +86,7 @@ pytest-asyncio = "0.21.1" pytest-mock = "3.12.0" pytest-cases = "3.8.5" pytest-lazy-fixture = "^0.6.3" -tox = "4.14.2" +tox = "4.16.0" docker = "7.1.0" aiohttp = "3.9.4" aiohttp-retry = "2.8.3" From 76edb6b6d31fe1351e5d0557370bf46003aaab55 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 18 Jul 2024 10:19:55 +0100 Subject: [PATCH 128/171] build(deps): bump certifi from 2024.6.2 to 2024.7.4 (#1848) Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.6.2 to 2024.7.4. - [Commits](https://github.com/certifi/python-certifi/compare/2024.06.02...2024.07.04) --- updated-dependencies: - dependency-name: certifi dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/poetry.lock b/poetry.lock index 74cb2073e..bd923448e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -750,13 +750,13 @@ widget = ["ipython", "ipywidgets (>=7.0,<9.0)", "traitlets"] [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] [[package]] From ffe8a043baa85dacbabd53f279e9d2a168113bcd Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 18 Jul 2024 10:46:17 +0100 Subject: [PATCH 129/171] build(deps-dev): bump pytorch-lightning in /runtimes/mlflow (#1859) Bumps [pytorch-lightning](https://github.com/Lightning-AI/lightning) from 2.3.1 to 2.3.3. - [Release notes](https://github.com/Lightning-AI/lightning/releases) - [Commits](https://github.com/Lightning-AI/lightning/compare/2.3.1...2.3.3) --- updated-dependencies: - dependency-name: pytorch-lightning dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 8 ++++---- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index a4407c2c0..11fbd8cd9 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -2998,13 +2998,13 @@ files = [ [[package]] name = "pytorch-lightning" -version = "2.3.1" +version = "2.3.3" description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate." optional = false python-versions = ">=3.8" files = [ - {file = "pytorch-lightning-2.3.1.tar.gz", hash = "sha256:8cfcc585fdf6570add34cf2cf4cabc3984d0e2d8b4cee52226485b61d3b8366d"}, - {file = "pytorch_lightning-2.3.1-py3-none-any.whl", hash = "sha256:19a6aa7f800f721240e46aa80e3f9ae0b5a13baf65f04028b2e8f231e20e6426"}, + {file = "pytorch-lightning-2.3.3.tar.gz", hash = "sha256:5f974015425af6873b5689246c5495ca12686b446751479273c154b73aeea843"}, + {file = "pytorch_lightning-2.3.3-py3-none-any.whl", hash = "sha256:4365e3f2874e223e63cb42628d24c88c2bdc8d1794453cac38c0619b31115fba"}, ] [package.dependencies] @@ -4053,4 +4053,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "d7b14cc63fea870735413c089c5b0a6be647c3e29fd1302cf955678e1af05b13" +content-hash = "faa41b53fa66cf523ceb18adf6475ad01f46f9b711b36e9813880c952bc925e1" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index 6cdf6fceb..ad22d0525 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -15,7 +15,7 @@ mlflow = "*" [tool.poetry.group.dev.dependencies] mlserver = {path = "../..", develop = true} torch = "2.2.1" -pytorch-lightning = "2.3.1" +pytorch-lightning = "2.3.3" torchmetrics = "1.4.0.post0" torchvision = "0.17.1" mlflow = "2.14.3" From d39acdf432d0dfcd50f559b3e66d5826cf183942 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Sat, 20 Jul 2024 12:30:42 +0100 Subject: [PATCH 130/171] build(deps-dev): bump pytest-xdist from 3.5.0 to 3.6.1 (#1856) --- poetry.lock | 14 +++++++------- pyproject.toml | 2 +- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/poetry.lock b/poetry.lock index bd923448e..3b86cd75f 100644 --- a/poetry.lock +++ b/poetry.lock @@ -5446,18 +5446,18 @@ dev = ["pre-commit", "pytest-asyncio", "tox"] [[package]] name = "pytest-xdist" -version = "3.5.0" +version = "3.6.1" description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "pytest-xdist-3.5.0.tar.gz", hash = "sha256:cbb36f3d67e0c478baa57fa4edc8843887e0f6cfc42d677530a36d7472b32d8a"}, - {file = "pytest_xdist-3.5.0-py3-none-any.whl", hash = "sha256:d075629c7e00b611df89f490a5063944bee7a4362a5ff11c7cc7824a03dfce24"}, + {file = "pytest_xdist-3.6.1-py3-none-any.whl", hash = "sha256:9ed4adfb68a016610848639bb7e02c9352d5d9f03d04809919e2dafc3be4cca7"}, + {file = "pytest_xdist-3.6.1.tar.gz", hash = "sha256:ead156a4db231eec769737f57668ef58a2084a34b2e55c4a8fa20d861107300d"}, ] [package.dependencies] -execnet = ">=1.1" -pytest = ">=6.2.0" +execnet = ">=2.1" +pytest = ">=7.0.0" [package.extras] psutil = ["psutil (>=3.0)"] @@ -8616,4 +8616,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "933779d5c3bc43fc1545fe806db40c09d422afb4f4af4867665a1b717d3193dd" +content-hash = "dcf7b72efc949ea6dffb986fb583da27819974c3bd430148bfe4d11c2c298907" diff --git a/pyproject.toml b/pyproject.toml index 9073ff8f6..7f4c550aa 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -106,7 +106,7 @@ types-aiofiles = "23.2.0.20240106" types-requests = "2.31.0.20240311" black = "24.4.0" pip-licenses = "4.4.0" -pytest-xdist = "3.5.0" +pytest-xdist = "3.6.1" filelock = "^3.13.1" httpx-sse = "^0.3.1" From 96c5b8567f373e99f779c53b2b950dd4759e542a Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Sat, 3 Aug 2024 12:39:53 +0100 Subject: [PATCH 131/171] build(deps): bump tensorflow in /docs/examples/cassava/model (#1867) Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.12.0 to 2.12.1. - [Release notes](https://github.com/tensorflow/tensorflow/releases) - [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md) - [Commits](https://github.com/tensorflow/tensorflow/compare/v2.12.0...v2.12.1) --- updated-dependencies: - dependency-name: tensorflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- docs/examples/cassava/model/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/examples/cassava/model/requirements.txt b/docs/examples/cassava/model/requirements.txt index 90ee3a919..c7015344e 100644 --- a/docs/examples/cassava/model/requirements.txt +++ b/docs/examples/cassava/model/requirements.txt @@ -1,2 +1,2 @@ -tensorflow==2.12.0 +tensorflow==2.12.1 tensorflow-hub==0.13.0 From 2648802c7ee6cefb45bc3ea2e0e587c50e0708ba Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Sat, 3 Aug 2024 12:40:35 +0100 Subject: [PATCH 132/171] build(deps): bump lightgbm from 4.4.0 to 4.5.0 in /runtimes/lightgbm (#1866) Bumps [lightgbm](https://github.com/microsoft/LightGBM) from 4.4.0 to 4.5.0. - [Release notes](https://github.com/microsoft/LightGBM/releases) - [Commits](https://github.com/microsoft/LightGBM/compare/v4.4.0...v4.5.0) --- updated-dependencies: - dependency-name: lightgbm dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/lightgbm/poetry.lock | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/runtimes/lightgbm/poetry.lock b/runtimes/lightgbm/poetry.lock index 41b0ff2ba..cadf0acf4 100644 --- a/runtimes/lightgbm/poetry.lock +++ b/runtimes/lightgbm/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiofiles" @@ -946,17 +946,17 @@ testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "p [[package]] name = "lightgbm" -version = "4.4.0" +version = "4.5.0" description = "LightGBM Python Package" optional = false python-versions = ">=3.7" files = [ - {file = "lightgbm-4.4.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl", hash = "sha256:f51f17a10ef9b4669b9c95a2297213b57debbc9deadfe5c1489a7f3c9e2617c5"}, - {file = "lightgbm-4.4.0-py3-none-macosx_14_0_arm64.whl", hash = "sha256:d96b06c85f0840da95bbbf31a095b207186bb0e584cee0fe2f2e7f24fb07c70f"}, - {file = "lightgbm-4.4.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:a04875e4c0ffda7c67a0ab5bd8892f154a491833f4f5b39c4acf5b3add099699"}, - {file = "lightgbm-4.4.0-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:8700b41f637717d36763a282d280b8d4722a87103030b7f0f373b96da0225022"}, - {file = "lightgbm-4.4.0-py3-none-win_amd64.whl", hash = "sha256:460dd78586dccfc0ed756571690fcfcd3d61770ed7972746c655c3b11cce8a93"}, - {file = "lightgbm-4.4.0.tar.gz", hash = "sha256:9e8a7640911481134e60987d5d1e1cd157f430c3b4b38de8d36fc55c302bc299"}, + {file = "lightgbm-4.5.0-py3-none-macosx_10_15_x86_64.whl", hash = "sha256:2212e2166af6379bc005e6f7041dd2dcba3750238eccbc55d09d3c0717c51187"}, + {file = "lightgbm-4.5.0-py3-none-macosx_12_0_arm64.whl", hash = "sha256:1301aa853e1fe4bf318539aa132f373862b04aa537af502508711ce03dffff09"}, + {file = "lightgbm-4.5.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:7f0a3dded769d83560845f2c3fe1966630ec1ca527c380d9d48d9b35579a796e"}, + {file = "lightgbm-4.5.0-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:960a0e7c077de0ca3053f1325d3edfc92ea815acf5176adcacdea0f635aeef9b"}, + {file = "lightgbm-4.5.0-py3-none-win_amd64.whl", hash = "sha256:7ccb73ee9fb74fbbf89ad24c57a6edad505aa8f2165d02b999a082dbbbb0ee57"}, + {file = "lightgbm-4.5.0.tar.gz", hash = "sha256:e1cd7baf0318d4e308a26575a63a4635f08df866ad3622a9d8e3d71d9637a1ba"}, ] [package.dependencies] From eee8be0e09c58e5768f39374088bf2d38c8e6d40 Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Mon, 5 Aug 2024 10:54:41 +0100 Subject: [PATCH 133/171] Run gRPC test serially (#1872) --- tox.ini | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/tox.ini b/tox.ini index 034cfaa05..34a6eea5c 100644 --- a/tox.ini +++ b/tox.ini @@ -23,15 +23,17 @@ commands = {toxinidir}/tests \ --ignore={toxinidir}/tests/kafka \ --ignore={toxinidir}/tests/parallel \ - --ignore={toxinidir}/tests/grpc/test_interceptor.py + --ignore={toxinidir}/tests/grpc # kafka and parallel tests are failing for macos when running in parallel - # with the entire test suite. So, we run them separately. - # Also, we run the grpc interceptor test separately because - # other tests will interfere with the metrics counter when - # running in parallel. + # with the entire test suite. grpc tests are are also flaky when running + # in parallel. So, we run them separately. python -m pytest {posargs} \ {toxinidir}/tests/kafka \ {toxinidir}/tests/parallel \ + {toxinidir}/tests/grpc + # We run the grpc interceptor test separately because other tests will + # interfere with the metrics counter when running in parallel. + python -m pytest {posargs} \ {toxinidir}/tests/grpc/test_interceptor.py set_env = GITHUB_SERVER_URL = {env:GITHUB_SERVER_URL:https\://github.com} From e75484820d57f56a56c6b276b7599ccb5ad62f9a Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 8 Aug 2024 13:56:05 +0100 Subject: [PATCH 134/171] build(deps): bump tensorflow in /docs/examples/cassava (#1868) Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.12.0 to 2.12.1. - [Release notes](https://github.com/tensorflow/tensorflow/releases) - [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md) - [Commits](https://github.com/tensorflow/tensorflow/compare/v2.12.0...v2.12.1) --- updated-dependencies: - dependency-name: tensorflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Sherif Akoush --- docs/examples/cassava/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/examples/cassava/requirements.txt b/docs/examples/cassava/requirements.txt index ea98fb42b..a27eb2ede 100644 --- a/docs/examples/cassava/requirements.txt +++ b/docs/examples/cassava/requirements.txt @@ -1,3 +1,3 @@ mlserver==1.3.2 -tensorflow==2.12.0 +tensorflow==2.12.1 tensorflow-hub==0.13.0 From cd938dd4f9c8e1f98e2dee2e879be2169dbab88c Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 8 Aug 2024 13:56:27 +0100 Subject: [PATCH 135/171] build(deps): bump mlflow from 2.14.3 to 2.15.0 in /runtimes/mlflow (#1870) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.14.3 to 2.15.0. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](https://github.com/mlflow/mlflow/compare/v2.14.3...v2.15.0) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Sherif Akoush --- runtimes/mlflow/poetry.lock | 145 ++++++++++++++++++++++++++++----- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 127 insertions(+), 20 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 11fbd8cd9..020b3a3a7 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -687,6 +687,25 @@ files = [ docs = ["ipython", "matplotlib", "numpydoc", "sphinx"] tests = ["pytest", "pytest-cov", "pytest-xdist"] +[[package]] +name = "databricks-sdk" +version = "0.29.0" +description = "Databricks SDK for Python (Beta)" +optional = false +python-versions = ">=3.7" +files = [ + {file = "databricks-sdk-0.29.0.tar.gz", hash = "sha256:23016df608bb025548582d378f94af2ea312c0d77250ac14aa57d1f863efe88c"}, + {file = "databricks_sdk-0.29.0-py3-none-any.whl", hash = "sha256:3e08578f4128f759a6a9bba2c836ec32a4cff37fb594530209ab92f2534985bd"}, +] + +[package.dependencies] +google-auth = ">=2.0,<3.0" +requests = ">=2.28.1,<3" + +[package.extras] +dev = ["autoflake", "databricks-connect", "ipython", "ipywidgets", "isort", "pycodestyle", "pyfakefs", "pytest", "pytest-cov", "pytest-mock", "pytest-rerunfailures", "pytest-xdist", "requests-mock", "wheel", "yapf"] +notebook = ["ipython (>=8,<9)", "ipywidgets (>=8,<9)"] + [[package]] name = "deprecated" version = "1.2.14" @@ -1193,6 +1212,29 @@ gitdb = ">=4.0.1,<5" doc = ["sphinx (==4.3.2)", "sphinx-autodoc-typehints", "sphinx-rtd-theme", "sphinxcontrib-applehelp (>=1.0.2,<=1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.0,<=2.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)"] test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"] +[[package]] +name = "google-auth" +version = "2.32.0" +description = "Google Authentication Library" +optional = false +python-versions = ">=3.7" +files = [ + {file = "google_auth-2.32.0-py2.py3-none-any.whl", hash = "sha256:53326ea2ebec768070a94bee4e1b9194c9646ea0c2bd72422785bd0f9abfad7b"}, + {file = "google_auth-2.32.0.tar.gz", hash = "sha256:49315be72c55a6a37d62819e3573f6b416aca00721f7e3e31a008d928bf64022"}, +] + +[package.dependencies] +cachetools = ">=2.0.0,<6.0" +pyasn1-modules = ">=0.2.1" +rsa = ">=3.1.4,<5" + +[package.extras] +aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"] +enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"] +pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] +reauth = ["pyu2f (>=0.1.5)"] +requests = ["requests (>=2.20.0,<3.0.0.dev0)"] + [[package]] name = "googleapis-common-protos" version = "1.63.1" @@ -1798,48 +1840,35 @@ dev = ["meson-python (>=0.13.1)", "numpy (>=1.25)", "pybind11 (>=2.6)", "setupto [[package]] name = "mlflow" -version = "2.14.3" +version = "2.15.0" description = "MLflow is an open source platform for the complete machine learning lifecycle" optional = false python-versions = ">=3.8" files = [ - {file = "mlflow-2.14.3-py3-none-any.whl", hash = "sha256:2de915346c8e34a9d13efbd6469551980923619274db57fd2253621a2c666e18"}, - {file = "mlflow-2.14.3.tar.gz", hash = "sha256:292cae4b83574a0cb223117e224caa6798933078af0233719c2b612bea645617"}, + {file = "mlflow-2.15.0-py3-none-any.whl", hash = "sha256:1e2623fbfe7eb007efabef56bd9d31530de9407a1e4eda4cc6e61c6a00d3084b"}, + {file = "mlflow-2.15.0.tar.gz", hash = "sha256:ad1dcfd73b5bc8167d698fb11b33f3cbb204276d1e3e80294aba15748a555b29"}, ] [package.dependencies] alembic = "<1.10.0 || >1.10.0,<2" -cachetools = ">=5.0.0,<6" -click = ">=7.0,<9" -cloudpickle = "<4" docker = ">=4.0.0,<8" -entrypoints = "<1" Flask = "<4" -gitpython = ">=3.1.9,<4" graphene = "<4" gunicorn = {version = "<23", markers = "platform_system != \"Windows\""} -importlib-metadata = ">=3.7.0,<4.7.0 || >4.7.0,<8" Jinja2 = [ {version = ">=2.11,<4", markers = "platform_system != \"Windows\""}, {version = ">=3.0,<4", markers = "platform_system == \"Windows\""}, ] markdown = ">=3.3,<4" matplotlib = "<4" +mlflow-skinny = "2.15.0" numpy = "<2" -opentelemetry-api = ">=1.9.0,<3" -opentelemetry-sdk = ">=1.9.0,<3" -packaging = "<25" pandas = "<3" -protobuf = ">=3.12.0,<5" pyarrow = ">=4.0.0,<16" -pytz = "<2025" -pyyaml = ">=5.1,<7" querystring-parser = "<2" -requests = ">=2.17.3,<3" scikit-learn = "<2" scipy = "<2" sqlalchemy = ">=1.4.0,<3" -sqlparse = ">=0.4.0,<1" waitress = {version = "<4", markers = "platform_system == \"Windows\""} [package.extras] @@ -1849,7 +1878,46 @@ extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage ( gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] jfrog = ["mlflow-jfrog-plugin"] -langchain = ["langchain (>=0.1.0,<=0.2.3)"] +langchain = ["langchain (>=0.1.0,<=0.2.11)"] +sqlserver = ["mlflow-dbstore"] +xethub = ["mlflow-xethub"] + +[[package]] +name = "mlflow-skinny" +version = "2.15.0" +description = "MLflow is an open source platform for the complete machine learning lifecycle" +optional = false +python-versions = ">=3.8" +files = [ + {file = "mlflow_skinny-2.15.0-py3-none-any.whl", hash = "sha256:5dfd648c38ab6b7412bc30706e03f8bfac92aef5428269f640ded8d01baa93dd"}, + {file = "mlflow_skinny-2.15.0.tar.gz", hash = "sha256:6e7b36023af9fb6e0ed506642c6497a4c9921df3e1595b7ac57aca4688441309"}, +] + +[package.dependencies] +cachetools = ">=5.0.0,<6" +click = ">=7.0,<9" +cloudpickle = "<4" +databricks-sdk = ">=0.20.0,<1" +entrypoints = "<1" +gitpython = ">=3.1.9,<4" +importlib-metadata = ">=3.7.0,<4.7.0 || >4.7.0,<8" +opentelemetry-api = ">=1.9.0,<3" +opentelemetry-sdk = ">=1.9.0,<3" +packaging = "<25" +protobuf = ">=3.12.0,<6" +pytz = "<2025" +pyyaml = ">=5.1,<7" +requests = ">=2.17.3,<3" +sqlparse = ">=0.4.0,<1" + +[package.extras] +aliyun-oss = ["aliyunstoreplugin"] +databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "google-cloud-storage (>=1.30.0)"] +extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "mlserver (>=1.2.0,!=1.3.1,<1.4.0)", "mlserver-mlflow (>=1.2.0,!=1.3.1,<1.4.0)", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4", "virtualenv"] +gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] +genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] +jfrog = ["mlflow-jfrog-plugin"] +langchain = ["langchain (>=0.1.0,<=0.2.11)"] sqlserver = ["mlflow-dbstore"] xethub = ["mlflow-xethub"] @@ -2718,6 +2786,31 @@ files = [ [package.dependencies] numpy = ">=1.16.6,<2" +[[package]] +name = "pyasn1" +version = "0.6.0" +description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pyasn1-0.6.0-py2.py3-none-any.whl", hash = "sha256:cca4bb0f2df5504f02f6f8a775b6e416ff9b0b3b16f7ee80b5a3153d9b804473"}, + {file = "pyasn1-0.6.0.tar.gz", hash = "sha256:3a35ab2c4b5ef98e17dfdec8ab074046fbda76e281c5a706ccd82328cfc8f64c"}, +] + +[[package]] +name = "pyasn1-modules" +version = "0.4.0" +description = "A collection of ASN.1-based protocols modules" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pyasn1_modules-0.4.0-py3-none-any.whl", hash = "sha256:be04f15b66c206eed667e0bb5ab27e2b1855ea54a842e5037738099e8ca4ae0b"}, + {file = "pyasn1_modules-0.4.0.tar.gz", hash = "sha256:831dbcea1b177b28c9baddf4c6d1013c24c3accd14a1873fffaa6a2e905f17b6"}, +] + +[package.dependencies] +pyasn1 = ">=0.4.6,<0.7.0" + [[package]] name = "pycparser" version = "2.22" @@ -3156,6 +3249,20 @@ urllib3 = ">=1.21.1,<3" socks = ["PySocks (>=1.5.6,!=1.5.7)"] use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] +[[package]] +name = "rsa" +version = "4.9" +description = "Pure-Python RSA implementation" +optional = false +python-versions = ">=3.6,<4" +files = [ + {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"}, + {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"}, +] + +[package.dependencies] +pyasn1 = ">=0.1.3" + [[package]] name = "scikit-learn" version = "1.5.0" @@ -4053,4 +4160,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "faa41b53fa66cf523ceb18adf6475ad01f46f9b711b36e9813880c952bc925e1" +content-hash = "256dba3b771a85250b836a8c9474e7a02d41dd6cb5cf89a254cb6ac036df1692" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index ad22d0525..6b15fabe4 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -18,7 +18,7 @@ torch = "2.2.1" pytorch-lightning = "2.3.3" torchmetrics = "1.4.0.post0" torchvision = "0.17.1" -mlflow = "2.14.3" +mlflow = "2.15.0" [build-system] requires = ["poetry-core"] From f9ce61b0c20ce6b2462c64c0940edb6e6823a7d1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 8 Aug 2024 23:10:45 +0100 Subject: [PATCH 136/171] build(deps-dev): bump torchmetrics in /runtimes/mlflow (#1871) --- runtimes/mlflow/poetry.lock | 18 ++++++++---------- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 9 insertions(+), 11 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 020b3a3a7..640f367d0 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -3618,13 +3618,12 @@ optree = ["optree (>=0.9.1)"] [[package]] name = "torchmetrics" -version = "1.4.0.post0" +version = "1.4.1" description = "PyTorch native Metrics" optional = false python-versions = ">=3.8" files = [ - {file = "torchmetrics-1.4.0.post0-py3-none-any.whl", hash = "sha256:ab234216598e3fbd8d62ee4541a0e74e7e8fc935d099683af5b8da50f745b3c8"}, - {file = "torchmetrics-1.4.0.post0.tar.gz", hash = "sha256:ab9bcfe80e65dbabbddb6cecd9be21f1f1d5207bb74051ef95260740f2762358"}, + {file = "torchmetrics-1.4.1-py3-none-any.whl", hash = "sha256:c2e7cd56dd8bdc60ae63d712f3bdce649f23bd174d9180bdd0b746e0230b865a"}, ] [package.dependencies] @@ -3634,15 +3633,14 @@ packaging = ">17.1" torch = ">=1.10.0" [package.extras] -all = ["SciencePlots (>=2.0.0)", "ipadic (>=1.0.0)", "matplotlib (>=3.3.0)", "mecab-python3 (>=1.0.6)", "mypy (==1.9.0)", "nltk (>=3.6)", "piq (<=0.8.0)", "pretty-errors (>=1.2.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "regex (>=2021.9.24)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "torch (==2.3.0)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] -audio = ["pystoi (>=0.3.0)", "torchaudio (>=0.10.0)"] -debug = ["pretty-errors (>=1.2.0)"] +all = ["SciencePlots (>=2.0.0)", "gammatone (>1.0.0)", "ipadic (>=1.0.0)", "matplotlib (>=3.3.0)", "mecab-python3 (>=1.0.6)", "mypy (==1.11.0)", "nltk (>=3.6)", "pesq (>=0.0.4)", "piq (<=0.8.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "regex (>=2021.9.24)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "torch (==2.3.1)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.42.3)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] +audio = ["gammatone (>1.0.0)", "pesq (>=0.0.4)", "pystoi (>=0.3.0)", "torchaudio (>=0.10.0)"] detection = ["pycocotools (>2.0.0)", "torchvision (>=0.8)"] -dev = ["SciencePlots (>=2.0.0)", "bert-score (==0.3.13)", "dython (<=0.7.5)", "fairlearn", "fast-bss-eval (>=0.1.0)", "faster-coco-eval (>=1.3.3)", "huggingface-hub (<0.23)", "ipadic (>=1.0.0)", "jiwer (>=2.3.0)", "kornia (>=0.6.7)", "lpips (<=0.1.4)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mir-eval (>=0.6)", "monai (==1.3.0)", "mypy (==1.9.0)", "netcal (>1.0.0)", "nltk (>=3.6)", "numpy (<1.27.0)", "pandas (>1.0.0)", "pandas (>=1.4.0)", "piq (<=0.8.0)", "pretty-errors (>=1.2.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "pytorch-msssim (==1.0.0)", "regex (>=2021.9.24)", "rouge-score (>0.1.0)", "sacrebleu (>=2.3.0)", "scikit-image (>=0.19.0)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "sewar (>=0.4.4)", "statsmodels (>0.13.5)", "torch (==2.3.0)", "torch-complex (<=0.4.3)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] +dev = ["SciencePlots (>=2.0.0)", "bert-score (==0.3.13)", "dython (<=0.7.6)", "fairlearn", "fast-bss-eval (>=0.1.0)", "faster-coco-eval (>=1.3.3)", "gammatone (>1.0.0)", "huggingface-hub (<0.25)", "ipadic (>=1.0.0)", "jiwer (>=2.3.0)", "kornia (>=0.6.7)", "lpips (<=0.1.4)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mir-eval (>=0.6)", "monai (==1.3.2)", "mypy (==1.11.0)", "netcal (>1.0.0)", "nltk (>=3.6)", "numpy (<2.1.0)", "pandas (>1.0.0)", "pandas (>=1.4.0)", "pesq (>=0.0.4)", "piq (<=0.8.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "pytorch-msssim (==1.0.0)", "regex (>=2021.9.24)", "rouge-score (>0.1.0)", "sacrebleu (>=2.3.0)", "scikit-image (>=0.19.0)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "sewar (>=0.4.4)", "statsmodels (>0.13.5)", "torch (==2.3.1)", "torch-complex (<0.5.0)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.42.3)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] image = ["scipy (>1.0.0)", "torch-fidelity (<=0.4.0)", "torchvision (>=0.8)"] -multimodal = ["piq (<=0.8.0)", "transformers (>=4.10.0)"] +multimodal = ["piq (<=0.8.0)", "transformers (>=4.42.3)"] text = ["ipadic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "nltk (>=3.6)", "regex (>=2021.9.24)", "sentencepiece (>=0.2.0)", "tqdm (>=4.41.0)", "transformers (>4.4.0)"] -typing = ["mypy (==1.9.0)", "torch (==2.3.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] +typing = ["mypy (==1.11.0)", "torch (==2.3.1)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] visual = ["SciencePlots (>=2.0.0)", "matplotlib (>=3.3.0)"] [[package]] @@ -4160,4 +4158,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "256dba3b771a85250b836a8c9474e7a02d41dd6cb5cf89a254cb6ac036df1692" +content-hash = "95ee37d59b75ef1172762c987156e6e5865b9fff7dbf64b3f5636dbe046a61f5" diff --git a/runtimes/mlflow/pyproject.toml b/runtimes/mlflow/pyproject.toml index 6b15fabe4..3bcaa032d 100644 --- a/runtimes/mlflow/pyproject.toml +++ b/runtimes/mlflow/pyproject.toml @@ -16,7 +16,7 @@ mlflow = "*" mlserver = {path = "../..", develop = true} torch = "2.2.1" pytorch-lightning = "2.3.3" -torchmetrics = "1.4.0.post0" +torchmetrics = "1.4.1" torchvision = "0.17.1" mlflow = "2.15.0" From 714e68359629596737919fa787edb478cf9f4857 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 8 Aug 2024 23:11:10 +0100 Subject: [PATCH 137/171] build(deps): bump xgboost from 2.1.0 to 2.1.1 in /runtimes/xgboost (#1869) --- runtimes/xgboost/poetry.lock | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/runtimes/xgboost/poetry.lock b/runtimes/xgboost/poetry.lock index 588879db9..a95fbc54b 100644 --- a/runtimes/xgboost/poetry.lock +++ b/runtimes/xgboost/poetry.lock @@ -2170,19 +2170,19 @@ files = [ [[package]] name = "xgboost" -version = "2.1.0" +version = "2.1.1" description = "XGBoost Python Package" optional = false python-versions = ">=3.8" files = [ - {file = "xgboost-2.1.0-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl", hash = 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--- a/poetry.lock +++ b/poetry.lock @@ -2449,13 +2449,13 @@ socks = ["socksio (==1.*)"] [[package]] name = "httpx-sse" -version = "0.3.1" +version = "0.4.0" description = "Consume Server-Sent Event (SSE) messages with HTTPX." optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "httpx-sse-0.3.1.tar.gz", hash = "sha256:3bb3289b2867f50cbdb2fee3eeeefecb1e86653122e164faac0023f1ffc88aea"}, - {file = "httpx_sse-0.3.1-py3-none-any.whl", hash = "sha256:7376dd88732892f9b6b549ac0ad05a8e2341172fe7dcf9f8f9c8050934297316"}, + {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"}, + {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"}, ] [[package]] @@ -8616,4 +8616,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = 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Date: Thu, 15 Aug 2024 21:06:15 +0100 Subject: [PATCH 145/171] build(deps): bump aiohttp from 3.9.5 to 3.10.2 in /runtimes/mllib (#1878) --- runtimes/mllib/poetry.lock | 170 ++++++++++++++++++++----------------- 1 file changed, 91 insertions(+), 79 deletions(-) diff --git a/runtimes/mllib/poetry.lock b/runtimes/mllib/poetry.lock index d31874382..a74ab28a2 100644 --- a/runtimes/mllib/poetry.lock +++ b/runtimes/mllib/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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Date: Thu, 15 Aug 2024 21:07:08 +0100 Subject: [PATCH 148/171] build(deps): bump aiohttp from 3.9.5 to 3.10.2 in /runtimes/alibi-detect (#1875) --- runtimes/alibi-detect/poetry.lock | 175 ++++++++++++++++-------------- 1 file changed, 94 insertions(+), 81 deletions(-) diff --git a/runtimes/alibi-detect/poetry.lock b/runtimes/alibi-detect/poetry.lock index 707e416a0..9b139e534 100644 --- a/runtimes/alibi-detect/poetry.lock +++ b/runtimes/alibi-detect/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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"aiodns (>=3.2.0)", "brotlicffi"] [[package]] name = "aiohttp-retry" @@ -8616,4 +8628,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "5c6a31d9433f4aa90865d8533c8d2e3dd05267ee46fa6cc839a94725fb5bb3e9" +content-hash = "050925ef56befeaef59c0d709de33cf43548fd7e95a72df42e3b1bf1acccf0de" diff --git a/pyproject.toml b/pyproject.toml index 86837df21..f7fc439ad 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -88,7 +88,7 @@ pytest-cases = "3.8.5" pytest-lazy-fixture = "^0.6.3" tox = "4.16.0" docker = "7.1.0" -aiohttp = "3.9.4" +aiohttp = "3.10.2" aiohttp-retry = "2.8.3" ## Used for FastAPI Async testing httpx = "0.27.0" From 82a5f5d4e639613ac5d5f17c610b8b1191215936 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Fri, 16 Aug 2024 19:51:03 +0100 Subject: [PATCH 150/171] Re-generate license info (#1886) --- licenses/license.txt | 2244 +++++++++++++++++++------ licenses/license_info.csv | 27 +- licenses/license_info.no_versions.csv | 1 + 3 files changed, 1744 insertions(+), 528 deletions(-) diff --git a/licenses/license.txt b/licenses/license.txt index 7cfcd248f..f0316ceeb 100644 --- a/licenses/license.txt +++ b/licenses/license.txt @@ -765,8 +765,292 @@ Apache License +aiohappyeyeballs +2.3.5 +Python License (CNRI Python License) +A. HISTORY OF THE SOFTWARE +========================== + +Python was created in the early 1990s by Guido van Rossum at Stichting +Mathematisch Centrum (CWI, see https://www.cwi.nl) in the Netherlands +as a successor of a language called ABC. Guido remains Python's +principal author, although it includes many contributions from others. + +In 1995, Guido continued his work on Python at the Corporation for +National Research Initiatives (CNRI, see https://www.cnri.reston.va.us) +in Reston, Virginia where he released several versions of the +software. + +In May 2000, Guido and the Python core development team moved to +BeOpen.com to form the BeOpen PythonLabs team. In October of the same +year, the PythonLabs team moved to Digital Creations, which became +Zope Corporation. In 2001, the Python Software Foundation (PSF, see +https://www.python.org/psf/) was formed, a non-profit organization +created specifically to own Python-related Intellectual Property. +Zope Corporation was a sponsoring member of the PSF. + +All Python releases are Open Source (see https://opensource.org for +the Open Source Definition). Historically, most, but not all, Python +releases have also been GPL-compatible; the table below summarizes +the various releases. + + Release Derived Year Owner GPL- + from compatible? (1) + + 0.9.0 thru 1.2 1991-1995 CWI yes + 1.3 thru 1.5.2 1.2 1995-1999 CNRI yes + 1.6 1.5.2 2000 CNRI no + 2.0 1.6 2000 BeOpen.com no + 1.6.1 1.6 2001 CNRI yes (2) + 2.1 2.0+1.6.1 2001 PSF no + 2.0.1 2.0+1.6.1 2001 PSF yes + 2.1.1 2.1+2.0.1 2001 PSF yes + 2.1.2 2.1.1 2002 PSF yes + 2.1.3 2.1.2 2002 PSF yes + 2.2 and above 2.1.1 2001-now PSF yes + +Footnotes: + +(1) GPL-compatible doesn't mean that we're distributing Python under + the GPL. All Python licenses, unlike the GPL, let you distribute + a modified version without making your changes open source. The + GPL-compatible licenses make it possible to combine Python with + other software that is released under the GPL; the others don't. + +(2) According to Richard Stallman, 1.6.1 is not GPL-compatible, + because its license has a choice of law clause. According to + CNRI, however, Stallman's lawyer has told CNRI's lawyer that 1.6.1 + is "not incompatible" with the GPL. + +Thanks to the many outside volunteers who have worked under Guido's +direction to make these releases possible. + + +B. TERMS AND CONDITIONS FOR ACCESSING OR OTHERWISE USING PYTHON +=============================================================== + +Python software and documentation are licensed under the +Python Software Foundation License Version 2. + +Starting with Python 3.8.6, examples, recipes, and other code in +the documentation are dual licensed under the PSF License Version 2 +and the Zero-Clause BSD license. + +Some software incorporated into Python is under different licenses. +The licenses are listed with code falling under that license. + + +PYTHON SOFTWARE FOUNDATION LICENSE VERSION 2 +-------------------------------------------- + +1. This LICENSE AGREEMENT is between the Python Software Foundation +("PSF"), and the Individual or Organization ("Licensee") accessing and +otherwise using this software ("Python") in source or binary form and +its associated documentation. + +2. Subject to the terms and conditions of this License Agreement, PSF hereby +grants Licensee a nonexclusive, royalty-free, world-wide license to reproduce, +analyze, test, perform and/or display publicly, prepare derivative works, +distribute, and otherwise use Python alone or in any derivative version, +provided, however, that PSF's License Agreement and PSF's notice of copyright, +i.e., "Copyright (c) 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, +2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023 Python Software Foundation; +All Rights Reserved" are retained in Python alone or in any derivative version +prepared by Licensee. + +3. In the event Licensee prepares a derivative work that is based on +or incorporates Python or any part thereof, and wants to make +the derivative work available to others as provided herein, then +Licensee hereby agrees to include in any such work a brief summary of +the changes made to Python. + +4. PSF is making Python available to Licensee on an "AS IS" +basis. PSF MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR +IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, PSF MAKES NO AND +DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS +FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF PYTHON WILL NOT +INFRINGE ANY THIRD PARTY RIGHTS. + +5. PSF SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF PYTHON +FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR LOSS AS +A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING PYTHON, +OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF THE POSSIBILITY THEREOF. + +6. This License Agreement will automatically terminate upon a material +breach of its terms and conditions. + +7. Nothing in this License Agreement shall be deemed to create any +relationship of agency, partnership, or joint venture between PSF and +Licensee. This License Agreement does not grant permission to use PSF +trademarks or trade name in a trademark sense to endorse or promote +products or services of Licensee, or any third party. + +8. By copying, installing or otherwise using Python, Licensee +agrees to be bound by the terms and conditions of this License +Agreement. + + +BEOPEN.COM LICENSE AGREEMENT FOR PYTHON 2.0 +------------------------------------------- + +BEOPEN PYTHON OPEN SOURCE LICENSE AGREEMENT VERSION 1 + +1. This LICENSE AGREEMENT is between BeOpen.com ("BeOpen"), having an +office at 160 Saratoga Avenue, Santa Clara, CA 95051, and the +Individual or Organization ("Licensee") accessing and otherwise using +this software in source or binary form and its associated +documentation ("the Software"). + +2. Subject to the terms and conditions of this BeOpen Python License +Agreement, BeOpen hereby grants Licensee a non-exclusive, +royalty-free, world-wide license to reproduce, analyze, test, perform +and/or display publicly, prepare derivative works, distribute, and +otherwise use the Software alone or in any derivative version, +provided, however, that the BeOpen Python License is retained in the +Software, alone or in any derivative version prepared by Licensee. + +3. BeOpen is making the Software available to Licensee on an "AS IS" +basis. BEOPEN MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR +IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, BEOPEN MAKES NO AND +DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS +FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF THE SOFTWARE WILL NOT +INFRINGE ANY THIRD PARTY RIGHTS. + +4. BEOPEN SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF THE +SOFTWARE FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR LOSS +AS A RESULT OF USING, MODIFYING OR DISTRIBUTING THE SOFTWARE, OR ANY +DERIVATIVE THEREOF, EVEN IF ADVISED OF THE POSSIBILITY THEREOF. + +5. This License Agreement will automatically terminate upon a material +breach of its terms and conditions. + +6. This License Agreement shall be governed by and interpreted in all +respects by the law of the State of California, excluding conflict of +law provisions. Nothing in this License Agreement shall be deemed to +create any relationship of agency, partnership, or joint venture +between BeOpen and Licensee. This License Agreement does not grant +permission to use BeOpen trademarks or trade names in a trademark +sense to endorse or promote products or services of Licensee, or any +third party. As an exception, the "BeOpen Python" logos available at +http://www.pythonlabs.com/logos.html may be used according to the +permissions granted on that web page. + +7. By copying, installing or otherwise using the software, Licensee +agrees to be bound by the terms and conditions of this License +Agreement. + + +CNRI LICENSE AGREEMENT FOR PYTHON 1.6.1 +--------------------------------------- + +1. This LICENSE AGREEMENT is between the Corporation for National +Research Initiatives, having an office at 1895 Preston White Drive, +Reston, VA 20191 ("CNRI"), and the Individual or Organization +("Licensee") accessing and otherwise using Python 1.6.1 software in +source or binary form and its associated documentation. + +2. Subject to the terms and conditions of this License Agreement, CNRI +hereby grants Licensee a nonexclusive, royalty-free, world-wide +license to reproduce, analyze, test, perform and/or display publicly, +prepare derivative works, distribute, and otherwise use Python 1.6.1 +alone or in any derivative version, provided, however, that CNRI's +License Agreement and CNRI's notice of copyright, i.e., "Copyright (c) +1995-2001 Corporation for National Research Initiatives; All Rights +Reserved" are retained in Python 1.6.1 alone or in any derivative +version prepared by Licensee. Alternately, in lieu of CNRI's License +Agreement, Licensee may substitute the following text (omitting the +quotes): "Python 1.6.1 is made available subject to the terms and +conditions in CNRI's License Agreement. This Agreement together with +Python 1.6.1 may be located on the internet using the following +unique, persistent identifier (known as a handle): 1895.22/1013. This +Agreement may also be obtained from a proxy server on the internet +using the following URL: http://hdl.handle.net/1895.22/1013". + +3. In the event Licensee prepares a derivative work that is based on +or incorporates Python 1.6.1 or any part thereof, and wants to make +the derivative work available to others as provided herein, then +Licensee hereby agrees to include in any such work a brief summary of +the changes made to Python 1.6.1. + +4. CNRI is making Python 1.6.1 available to Licensee on an "AS IS" +basis. CNRI MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR +IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, CNRI MAKES NO AND +DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS +FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF PYTHON 1.6.1 WILL NOT +INFRINGE ANY THIRD PARTY RIGHTS. + +5. CNRI SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF PYTHON +1.6.1 FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR LOSS AS +A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING PYTHON 1.6.1, +OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF THE POSSIBILITY THEREOF. + +6. This License Agreement will automatically terminate upon a material +breach of its terms and conditions. + +7. This License Agreement shall be governed by the federal +intellectual property law of the United States, including without +limitation the federal copyright law, and, to the extent such +U.S. federal law does not apply, by the law of the Commonwealth of +Virginia, excluding Virginia's conflict of law provisions. +Notwithstanding the foregoing, with regard to derivative works based +on Python 1.6.1 that incorporate non-separable material that was +previously distributed under the GNU General Public License (GPL), the +law of the Commonwealth of Virginia shall govern this License +Agreement only as to issues arising under or with respect to +Paragraphs 4, 5, and 7 of this License Agreement. Nothing in this +License Agreement shall be deemed to create any relationship of +agency, partnership, or joint venture between CNRI and Licensee. This +License Agreement does not grant permission to use CNRI trademarks or +trade name in a trademark sense to endorse or promote products or +services of Licensee, or any third party. + +8. By clicking on the "ACCEPT" button where indicated, or by copying, +installing or otherwise using Python 1.6.1, Licensee agrees to be +bound by the terms and conditions of this License Agreement. + + ACCEPT + + +CWI LICENSE AGREEMENT FOR PYTHON 0.9.0 THROUGH 1.2 +-------------------------------------------------- + +Copyright (c) 1991 - 1995, Stichting Mathematisch Centrum Amsterdam, +The Netherlands. All rights reserved. + +Permission to use, copy, modify, and distribute this software and its +documentation for any purpose and without fee is hereby granted, +provided that the above copyright notice appear in all copies and that +both that copyright notice and this permission notice appear in +supporting documentation, and that the name of Stichting Mathematisch +Centrum or CWI not be used in advertising or publicity pertaining to +distribution of the software without specific, written prior +permission. + +STICHTING MATHEMATISCH CENTRUM DISCLAIMS ALL WARRANTIES WITH REGARD TO +THIS SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND +FITNESS, IN NO EVENT SHALL STICHTING MATHEMATISCH CENTRUM BE LIABLE +FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES +WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN +ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT +OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. + +ZERO-CLAUSE BSD LICENSE FOR CODE IN THE PYTHON DOCUMENTATION +---------------------------------------------------------------------- + +Permission to use, copy, modify, and/or distribute this software for any +purpose with or without fee is hereby granted. + +THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH +REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY +AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, +INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM +LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR +OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR +PERFORMANCE OF THIS SOFTWARE. + + aiohttp -3.9.4 +3.10.2 Apache Software License Copyright aio-libs contributors. @@ -2143,7 +2427,7 @@ Apache License, Version 2.0 UNKNOWN certifi -2024.6.2 +2024.7.4 Mozilla Public License 2.0 (MPL 2.0) This package contains a modified version of ca-bundle.crt: @@ -4432,7 +4716,7 @@ THE SOFTWARE. filelock -3.15.1 +3.15.4 The Unlicense (Unlicense) This is free and unencumbered software released into the public domain. @@ -6678,7 +6962,7 @@ THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND httpx-sse -0.3.1 +0.4.0 MIT MIT License @@ -11280,75 +11564,14 @@ THE SOFTWARE. mypy -1.9.0 +1.10.0 MIT License -Copyright 2008, Google Inc. -All rights reserved. - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are -met: - - * Redistributions of source code must retain the above copyright -notice, this list of conditions and the following disclaimer. - * Redistributions in binary form must reproduce the above -copyright notice, this list of conditions and the following disclaimer -in the documentation and/or other materials provided with the -distribution. - * Neither the name of Google Inc. nor the names of its -contributors may be used to endorse or promote products derived from -this software without specific prior written permission. - -THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS -"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT -LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR -A PARTICULAR PURPOSE ARE DISCLAIMED. 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We also recommend that a @@ -11536,7 +11759,7 @@ Apache License 2.0 same "printed page" as the copyright notice for easier identification within third-party archives. - Copyright (c) 2017 Dropbox, Inc. + Copyright {yyyy} {name of copyright owner} Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -11550,249 +11773,1419 @@ Apache License 2.0 See the License for the specific language governing permissions and limitations under the License. += = = = = -networkx -3.2.1 -BSD License -NetworkX is distributed with the 3-clause BSD license. - -:: - - Copyright (C) 2004-2023, NetworkX Developers - Aric Hagberg - Dan Schult - Pieter Swart - All rights reserved. - - Redistribution and use in source and binary forms, with or without - modification, are permitted provided that the following conditions are - met: - - * Redistributions of source code must retain the above copyright - notice, this list of conditions and the following disclaimer. - - * Redistributions in binary form must reproduce the above - copyright notice, this list of conditions and the following - disclaimer in the documentation and/or other materials provided - with the distribution. - - * Neither the name of the NetworkX Developers nor the names of its - contributors may be used to endorse or promote products derived - from this software without specific prior written permission. - - THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS - "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT - LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR - A PARTICULAR PURPOSE ARE DISCLAIMED. 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All rights reserved.** +Parts of typeshed are licensed under different licenses (like the MIT +license), reproduced below. -Developed by: Kevin Sheppard (, -) -[http://www.kevinsheppard.com](http://www.kevinsheppard.com) += = = = = -Permission is hereby granted, free of charge, to any person obtaining a copy of -this software and associated documentation files (the "Software"), to deal with -the Software without restriction, including without limitation the rights to -use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies -of the Software, and to permit persons to whom the Software is furnished to do -so, subject to the following conditions: +The MIT License -Redistributions of source code must retain the above copyright notice, this -list of conditions and the following disclaimers. +Copyright (c) 2015 Jukka Lehtosalo and contributors -Redistributions in binary form must reproduce the above copyright notice, this -list of conditions and the following disclaimers in the documentation and/or -other materials provided with the distribution. +Permission is hereby granted, free of charge, to any person obtaining a +copy of this software and associated documentation files (the "Software"), +to deal in the Software without restriction, including without limitation +the rights to use, copy, modify, merge, publish, distribute, sublicense, +and/or sell copies of the Software, and to permit persons to whom the +Software is furnished to do so, subject to the following conditions: -Neither the names of Kevin Sheppard, nor the names of any contributors may be -used to endorse or promote products derived from this Software without specific -prior written permission. +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. -**THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. 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No Surrender of Others' Freedom. + + If conditions are imposed on you (whether by court order, agreement or +otherwise) that contradict the conditions of this License, they do not +excuse you from the conditions of this License. If you cannot convey a +covered work so as to satisfy simultaneously your obligations under this +License and any other pertinent obligations, then as a consequence you may +not convey it at all. For example, if you agree to terms that obligate you +to collect a royalty for further conveying from those to whom you convey +the Program, the only way you could satisfy both those terms and this +License would be to refrain entirely from conveying the Program. + + 13. 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If the +Program specifies that a certain numbered version of the GNU General +Public License "or any later version" applies to it, you have the +option of following the terms and conditions either of that numbered +version or of any later version published by the Free Software +Foundation. If the Program does not specify a version number of the +GNU General Public License, you may choose any version ever published +by the Free Software Foundation. + + If the Program specifies that a proxy can decide which future +versions of the GNU General Public License can be used, that proxy's +public statement of acceptance of a version permanently authorizes you +to choose that version for the Program. + + Later license versions may give you additional or different +permissions. However, no additional obligations are imposed on any +author or copyright holder as a result of your choosing to follow a +later version. + + 15. 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If not, see . + +Also add information on how to contact you by electronic and paper mail. + + If the program does terminal interaction, make it output a short +notice like this when it starts in an interactive mode: + + Copyright (C) + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. + This is free software, and you are welcome to redistribute it + under certain conditions; type `show c' for details. + +The hypothetical commands `show w' and `show c' should show the appropriate +parts of the General Public License. Of course, your program's commands +might be different; for a GUI interface, you would use an "about box". + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +. + +Name: libquadmath +Files: numpy.libs/libquadmath*.so +Description: dynamically linked to files compiled with gcc +Availability: https://gcc.gnu.org/git/?p=gcc.git;a=tree;f=libquadmath +License: LGPL-2.1-or-later + + GCC Quad-Precision Math Library + Copyright (C) 2010-2019 Free Software Foundation, Inc. + Written by Francois-Xavier Coudert + + This file is part of the libquadmath library. + Libquadmath is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2.1 of the License, or (at your option) any later version. + + Libquadmath is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Lesser General Public License for more details. + https://www.gnu.org/licenses/old-licenses/lgpl-2.1.html + + +nvidia-cublas-cu12 +12.1.3.1 +Other/Proprietary License +UNKNOWN + +nvidia-cuda-cupti-cu12 +12.1.105 +Other/Proprietary License +UNKNOWN + +nvidia-cuda-nvrtc-cu12 +12.1.105 +Other/Proprietary License +UNKNOWN + +nvidia-cuda-runtime-cu12 +12.1.105 +Other/Proprietary License +UNKNOWN + +nvidia-cudnn-cu12 +8.9.2.26 +Other/Proprietary License +UNKNOWN + +nvidia-cufft-cu12 +11.0.2.54 +Other/Proprietary License +UNKNOWN + +nvidia-curand-cu12 +10.3.2.106 +Other/Proprietary License +UNKNOWN + +nvidia-cusolver-cu12 +11.4.5.107 +Other/Proprietary License +UNKNOWN + +nvidia-cusparse-cu12 +12.1.0.106 +Other/Proprietary License +UNKNOWN + +nvidia-nccl-cu12 +2.19.3 +Other/Proprietary License +UNKNOWN + +nvidia-nvjitlink-cu12 +12.5.40 +Other/Proprietary License +UNKNOWN + +nvidia-nvtx-cu12 +12.1.105 +Other/Proprietary License +UNKNOWN + +oauthlib +3.2.2 +BSD License +Copyright (c) 2019 The OAuthlib Community +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + + 1. Redistributions of source code must retain the above copyright notice, + this list of conditions and the following disclaimer. + + 2. Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + + 3. Neither the name of this project nor the names of its contributors may + be used to endorse or promote products derived from this software without + specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + + +onnx +1.16.1 +Apache License v2.0 Apache License Version 2.0, January 2004 @@ -22388,7 +23781,7 @@ SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. pyproject-api -1.6.1 +1.7.1 MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the @@ -22730,26 +24123,29 @@ SOFTWARE. pytest-xdist -3.5.0 +3.6.1 +MIT License MIT License - Permission is hereby granted, free of charge, to any person obtaining a copy - of this software and associated documentation files (the "Software"), to deal - in the Software without restriction, including without limitation the rights - to use, copy, modify, merge, publish, distribute, sublicense, and/or sell - copies of the Software, and to permit persons to whom the Software is - furnished to do so, subject to the following conditions: +Copyright (c) 2010 Holger Krekel and contributors. - The above copyright notice and this permission notice shall be included in all - copies or substantial portions of the Software. +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: - THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - SOFTWARE. +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. python-dateutil @@ -22890,7 +24286,7 @@ SOFTWARE. pytorch-lightning -2.2.0.post0 +2.3.1 Apache Software License Apache License Version 2.0, January 2004 @@ -24772,7 +26168,7 @@ SOFTWARE. tenacity -8.2.3 +8.4.1 Apache Software License Apache License @@ -32887,7 +34283,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. torchmetrics -1.3.1 +1.4.0.post0 Apache Software License Apache License Version 2.0, January 2004 @@ -33127,7 +34523,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. tox -4.14.2 +4.16.0 MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the @@ -33797,7 +35193,7 @@ limitations under the License. urllib3 -2.2.1 +2.2.2 MIT License MIT License @@ -33857,213 +35253,31 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. uvloop 0.19.0 Apache Software License; MIT License -Copyright (C) 2016-present the uvloop authors and contributors. - - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ - - TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION - - 1. 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We also recommend that a - file or class name and description of purpose be included on the - same "printed page" as the copyright notice for easier - identification within third-party archives. +The MIT License - Copyright (c) 2015-present MagicStack Inc. http://magic.io +Copyright (C) 2016-present the uvloop authors and contributors. - Licensed under the Apache License, Version 2.0 (the "License"); - you may not use this file except in compliance with the License. - You may obtain a copy of the License at +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: - http://www.apache.org/licenses/LICENSE-2.0 +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. - Unless required by applicable law or agreed to in writing, software - distributed under the License is distributed on an "AS IS" BASIS, - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - See the License for the specific language governing permissions and - limitations under the License. +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. virtualenv -20.26.2 +20.26.3 MIT License Copyright (c) 2020-202x The virtualenv developers diff --git a/licenses/license_info.csv b/licenses/license_info.csv index 7e19727c6..5b7222cea 100644 --- a/licenses/license_info.csv +++ b/licenses/license_info.csv @@ -13,7 +13,8 @@ "Werkzeug","3.0.3","BSD License" "absl-py","2.1.0","Apache Software License" "aiofiles","23.2.1","Apache Software License" -"aiohttp","3.9.4","Apache Software License" +"aiohappyeyeballs","2.3.5","Python License (CNRI Python License)" +"aiohttp","3.10.2","Apache Software License" "aiohttp-retry","2.8.3","MIT License" "aiokafka","0.10.0","Apache Software License" "aiosignal","1.3.1","Apache Software License" @@ -34,7 +35,7 @@ "cachetools","5.3.3","MIT License" "catalogue","2.0.10","MIT License" "catboost","1.2.5","Apache License, Version 2.0" -"certifi","2024.6.2","Mozilla Public License 2.0 (MPL 2.0)" +"certifi","2024.7.4","Mozilla Public License 2.0 (MPL 2.0)" "chardet","5.2.0","GNU Lesser General Public License v2 or later (LGPLv2+)" "charset-normalizer","3.3.2","MIT License" "click","8.1.7","BSD License" @@ -62,7 +63,7 @@ "exceptiongroup","1.2.1","MIT License" "execnet","2.1.1","MIT License" "fastapi","0.110.0","MIT License" -"filelock","3.15.1","The Unlicense (Unlicense)" +"filelock","3.15.4","The Unlicense (Unlicense)" "flake8","7.0.0","MIT License" "flake8-black","0.3.6","MIT License" "flatbuffers","24.3.25","Apache Software License" @@ -90,7 +91,7 @@ "h5py","3.11.0","BSD License" "httpcore","1.0.5","BSD License" "httpx","0.27.0","BSD License" -"httpx-sse","0.3.1","MIT" +"httpx-sse","0.4.0","MIT" "huggingface-hub","0.23.4","Apache Software License" "humanfriendly","10.0","MIT License" "idna","3.7","BSD License" @@ -133,7 +134,7 @@ "multidict","6.0.5","Apache Software License" "multiprocess","0.70.16","BSD License" "murmurhash","1.0.10","MIT License" -"mypy","1.9.0","MIT License" +"mypy","1.10.0","MIT License" "mypy-extensions","1.0.0","MIT License" "mypy-protobuf","3.1.0","Apache License 2.0" "networkx","3.2.1","BSD License" @@ -189,18 +190,18 @@ "pydantic_core","2.18.2","MIT License" "pyflakes","3.2.0","MIT License" "pyparsing","3.1.2","MIT License" -"pyproject-api","1.6.1","MIT License" +"pyproject-api","1.7.1","MIT License" "pytest","7.4.4","MIT License" "pytest-asyncio","0.21.1","Apache Software License" "pytest-cases","3.8.5","BSD License" "pytest-lazy-fixture","0.6.3","MIT License" "pytest-mock","3.12.0","MIT License" -"pytest-xdist","3.5.0","MIT License" +"pytest-xdist","3.6.1","MIT License" "python-dateutil","2.9.0.post0","Apache Software License; BSD License" "python-dotenv","1.0.1","BSD License" "python-multipart","0.0.9","Apache Software License" "python-rapidjson","1.17","MIT License" -"pytorch-lightning","2.2.0.post0","Apache Software License" +"pytorch-lightning","2.3.1","Apache Software License" "pytz","2024.1","MIT License" "querystring-parser","1.2.4","MIT License" "regex","2024.5.15","Apache Software License" @@ -231,7 +232,7 @@ "starlette","0.36.3","BSD License" "starlette_exporter","0.22.0","Apache License 2.0" "sympy","1.12.1","BSD License" -"tenacity","8.2.3","Apache Software License" +"tenacity","8.4.1","Apache Software License" "tensorboard","2.14.1","Apache Software License" "tensorboard-data-server","0.7.2","Apache Software License" "tensorflow","2.14.1","Apache Software License" @@ -246,9 +247,9 @@ "toml","0.10.2","MIT License" "tomli","2.0.1","MIT License" "torch","2.2.1","BSD License" -"torchmetrics","1.3.1","Apache Software License" +"torchmetrics","1.4.0.post0","Apache Software License" "torchvision","0.17.1","BSD" -"tox","4.14.2","MIT License" +"tox","4.16.0","MIT License" "tqdm","4.66.4","MIT License; Mozilla Public License 2.0 (MPL 2.0)" "transformers","4.41.2","Apache Software License" "triton","2.2.0","MIT License" @@ -260,10 +261,10 @@ "types-requests","2.31.0.20240311","Apache Software License" "typing_extensions","4.12.2","Python Software Foundation License" "tzdata","2024.1","Apache Software License" -"urllib3","2.2.1","MIT License" +"urllib3","2.2.2","MIT License" "uvicorn","0.30.1","BSD License" "uvloop","0.19.0","Apache Software License; MIT License" -"virtualenv","20.26.2","MIT License" +"virtualenv","20.26.3","MIT License" "wasabi","1.1.3","MIT" "weasel","0.4.1","MIT License" "wrapt","1.14.1","BSD License" diff --git a/licenses/license_info.no_versions.csv b/licenses/license_info.no_versions.csv index 3a658a7da..325957b8a 100644 --- a/licenses/license_info.no_versions.csv +++ b/licenses/license_info.no_versions.csv @@ -13,6 +13,7 @@ "Werkzeug","BSD License" "absl-py","Apache Software License" "aiofiles","Apache Software License" +"aiohappyeyeballs","Python License (CNRI Python License)" "aiohttp","Apache Software License" "aiohttp-retry","MIT License" "aiokafka","Apache Software License" From 88945d6c950d8c45bd9dfdb5039b1355bfb50d87 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 2 Sep 2024 21:30:57 +0100 Subject: [PATCH 151/171] build(deps): bump mlflow from 2.15.1 to 2.16.0 in /runtimes/mlflow (#1895) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.15.1 to 2.16.0. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](https://github.com/mlflow/mlflow/compare/v2.15.1...v2.16.0) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 56 +++++++++------------------------- runtimes/mlflow/pyproject.toml | 2 +- 2 files changed, 15 insertions(+), 43 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 4ab19a656..523b8d90a 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -757,17 +757,6 @@ docs = ["myst-parser (==0.18.0)", "sphinx (==5.1.1)"] ssh = ["paramiko (>=2.4.3)"] websockets = ["websocket-client (>=1.3.0)"] -[[package]] -name = "entrypoints" -version = "0.4" -description = "Discover and load entry points from installed packages." -optional = false -python-versions = ">=3.6" -files = [ - {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"}, - {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"}, -] - [[package]] name = "exceptiongroup" version = "1.2.1" @@ -1852,13 +1841,13 @@ dev = ["meson-python (>=0.13.1)", "numpy (>=1.25)", "pybind11 (>=2.6)", "setupto [[package]] name = "mlflow" -version = "2.15.1" +version = "2.16.0" description = "MLflow is an open source platform for the complete machine learning lifecycle" optional = false python-versions = ">=3.8" files = [ - {file = "mlflow-2.15.1-py3-none-any.whl", hash = "sha256:f998b8ec9df9199284f52e79ea5dd0b2b76b327ed7f060531e44f1ecd197c5d9"}, - {file = "mlflow-2.15.1.tar.gz", hash = "sha256:88da13f547cedce992d4614a4547f44bcdaf369e893179dd9a8bfa60338011bf"}, + {file = "mlflow-2.16.0-py3-none-any.whl", hash = "sha256:9f27ef6ae7a82d7ecd67b6b4a4d50637a5e8160639115570fbc689758f9c0b54"}, + {file = "mlflow-2.16.0.tar.gz", hash = "sha256:82ea1a2e800f404f1586783b7636091c0a5754cf9ff45afeadf3a5e467f5168f"}, ] [package.dependencies] @@ -1866,18 +1855,17 @@ alembic = "<1.10.0 || >1.10.0,<2" docker = ">=4.0.0,<8" Flask = "<4" graphene = "<4" -gunicorn = {version = "<23", markers = "platform_system != \"Windows\""} +gunicorn = {version = "<24", markers = "platform_system != \"Windows\""} Jinja2 = [ {version = ">=2.11,<4", markers = "platform_system != \"Windows\""}, {version = ">=3.0,<4", markers = "platform_system == \"Windows\""}, ] markdown = ">=3.3,<4" matplotlib = "<4" -mlflow-skinny = "2.15.1" -numpy = "<2" +mlflow-skinny = "2.16.0" +numpy = "<3" pandas = "<3" -pyarrow = ">=4.0.0,<16" -querystring-parser = "<2" +pyarrow = ">=4.0.0,<18" scikit-learn = "<2" scipy = "<2" sqlalchemy = ">=1.4.0,<3" @@ -1890,19 +1878,19 @@ extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage ( gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] jfrog = ["mlflow-jfrog-plugin"] -langchain = ["langchain (>=0.1.0,<=0.2.11)"] +langchain = ["langchain (>=0.1.0,<=0.2.15)"] sqlserver = ["mlflow-dbstore"] xethub = ["mlflow-xethub"] [[package]] name = "mlflow-skinny" -version = "2.15.1" +version = "2.16.0" description = "MLflow is an open source platform for the complete machine learning lifecycle" optional = false python-versions = ">=3.8" files = [ - {file = "mlflow_skinny-2.15.1-py3-none-any.whl", hash = "sha256:a48c6f56106b104dc7221bad91af75a150b927d15210a41928cc8ecba086470a"}, - {file = "mlflow_skinny-2.15.1.tar.gz", hash = "sha256:302f49757ffc8bdfc517b06f5252a02634203fec5e5ce95ad876a36af8403907"}, + {file = "mlflow_skinny-2.16.0-py3-none-any.whl", hash = "sha256:c55541f50efd0f6637377b10e8a654847a3fcd815b8680a95f02e0ca6bd7700c"}, + {file = "mlflow_skinny-2.16.0.tar.gz", hash = "sha256:9b823173063743783b4e7b6c52bdadcc7d9dab48eb883ac454c0d56609df6b2d"}, ] [package.dependencies] @@ -1910,14 +1898,12 @@ cachetools = ">=5.0.0,<6" click = ">=7.0,<9" cloudpickle = "<4" databricks-sdk = ">=0.20.0,<1" -entrypoints = "<1" gitpython = ">=3.1.9,<4" -importlib-metadata = ">=3.7.0,<4.7.0 || >4.7.0,<8" +importlib-metadata = ">=3.7.0,<4.7.0 || >4.7.0,<9" opentelemetry-api = ">=1.9.0,<3" opentelemetry-sdk = ">=1.9.0,<3" packaging = "<25" protobuf = ">=3.12.0,<6" -pytz = "<2025" pyyaml = ">=5.1,<7" requests = ">=2.17.3,<3" sqlparse = ">=0.4.0,<1" @@ -1929,7 +1915,7 @@ extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage ( gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "pydantic (>=1.0,<3)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<1)"] jfrog = ["mlflow-jfrog-plugin"] -langchain = ["langchain (>=0.1.0,<=0.2.11)"] +langchain = ["langchain (>=0.1.0,<=0.2.15)"] sqlserver = ["mlflow-dbstore"] xethub = ["mlflow-xethub"] @@ -3226,20 +3212,6 @@ files = [ {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"}, ] -[[package]] -name = "querystring-parser" -version = "1.2.4" -description = "QueryString parser for Python/Django that correctly handles nested dictionaries" -optional = false -python-versions = "*" -files = [ - {file = "querystring_parser-1.2.4-py2.py3-none-any.whl", hash = "sha256:d2fa90765eaf0de96c8b087872991a10238e89ba015ae59fedfed6bd61c242a0"}, - {file = "querystring_parser-1.2.4.tar.gz", hash = "sha256:644fce1cffe0530453b43a83a38094dbe422ccba8c9b2f2a1c00280e14ca8a62"}, -] - -[package.dependencies] -six = "*" - [[package]] name = "requests" version = "2.32.3" @@ -4170,4 +4142,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", 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(>=5.0.3)", "zope.event", "zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "050925ef56befeaef59c0d709de33cf43548fd7e95a72df42e3b1bf1acccf0de" +content-hash = "5b3f6c508787990df1752e6bb204b8e33c3205ed974d0c9078770be8a4b62e87" diff --git a/pyproject.toml b/pyproject.toml index f7fc439ad..143a84967 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -104,7 +104,7 @@ types-protobuf = "5.26.0.20240422" types-orjson = "3.6.2" types-aiofiles = "23.2.0.20240106" types-requests = "2.31.0.20240311" -black = "24.4.0" +black = "24.8.0" pip-licenses = "4.4.0" pytest-xdist = "3.6.1" filelock = "^3.13.1" From 3531940028ada47b1bcc3d82260a7d7f810498fe Mon Sep 17 00:00:00 2001 From: idlefella Date: Wed, 4 Sep 2024 16:21:24 +0200 Subject: [PATCH 153/171] Feature/support existing environments (#1891) * Add option to ModelParameters to use an exisiting python environment * Don't delete environment in tests * Format code with black formatter * Update user guide * Expand path before creating the environment * Undo catching exception * Add unittests for existing environments * Format code --- docs/user-guide/custom.md | 18 ++++++++++++- mlserver/env.py | 28 +++++++++++++++---- mlserver/parallel/registry.py | 48 +++++++++++++++++++++++++++++---- mlserver/settings.py | 4 +++ tests/conftest.py | 4 --- tests/parallel/conftest.py | 15 +++++++++++ tests/parallel/test_registry.py | 33 +++++++++++++++++++++-- tests/test_env.py | 4 +-- 8 files changed, 135 insertions(+), 19 deletions(-) diff --git a/docs/user-guide/custom.md b/docs/user-guide/custom.md index 3d394029c..424e19f8a 100644 --- a/docs/user-guide/custom.md +++ b/docs/user-guide/custom.md @@ -215,7 +215,8 @@ In these cases, to load your custom runtime, MLServer will need access to these dependencies. It is possible to load this custom set of dependencies by providing them -through an [environment tarball](../examples/conda/README), whose path can be +through an [environment tarball](../examples/conda/README) or by giving a +path to an already exisiting python environment. Both paths can be specified within your `model-settings.json` file. ```{warning} @@ -277,6 +278,21 @@ Note that, in the folder layout above, we are assuming that: } ``` +If you want to use an already exisiting python environment, you can use the parameter `environment_path` of your `model-settings.json`: + +``` +--- +emphasize-lines: 5 +--- +{ + "model": "sum-model", + "implementation": "models.MyCustomRuntime", + "parameters": { + "environment_path": "~/micromambda/envs/my-conda-environment" + } +} +``` + ## Building a custom MLServer image ```{note} diff --git a/mlserver/env.py b/mlserver/env.py index 830bd7146..9f1f04e29 100644 --- a/mlserver/env.py +++ b/mlserver/env.py @@ -1,6 +1,7 @@ import asyncio import multiprocessing import os +import shutil import sys import tarfile import glob @@ -18,7 +19,7 @@ def _extract_env(tarball_path: str, env_path: str) -> None: tarball.extractall(path=env_path) -def _compute_hash(tarball_path: str) -> str: +def _compute_hash_of_file(tarball_path: str) -> str: """ From Python 3.11's implementation of `hashlib.file_digest()`: https://github.com/python/cpython/blob/3.11/Lib/hashlib.py#L257 @@ -39,9 +40,20 @@ def _compute_hash(tarball_path: str) -> str: return h.hexdigest() -async def compute_hash(tarball_path: str) -> str: +def _compute_hash_of_string(string: str) -> str: + h = hashlib.sha256() + h.update(string.encode()) + return h.hexdigest() + + +async def compute_hash_of_file(tarball_path: str) -> str: loop = asyncio.get_running_loop() - return await loop.run_in_executor(None, _compute_hash, tarball_path) + return await loop.run_in_executor(None, _compute_hash_of_file, tarball_path) + + +async def compute_hash_of_string(string: str) -> str: + loop = asyncio.get_running_loop() + return await loop.run_in_executor(None, _compute_hash_of_string, string) class Environment: @@ -51,7 +63,8 @@ class Environment: environment. """ - def __init__(self, env_path: str, env_hash: str): + def __init__(self, env_path: str, env_hash: str, delete_env: bool = True): + self._delete_env = delete_env self._env_path = env_path self.env_hash = env_hash @@ -67,7 +80,7 @@ async def from_tarball( await loop.run_in_executor(None, _extract_env, tarball_path, env_path) if not env_hash: - env_hash = await compute_hash(tarball_path) + env_hash = await compute_hash_of_file(tarball_path) return cls(env_path, env_hash) @@ -136,3 +149,8 @@ def __exit__(self, *exc_details) -> None: multiprocessing.set_executable(sys.executable) sys.path = self._prev_sys_path os.environ["PATH"] = self._prev_bin_path + + def __del__(self) -> None: + logger.info("Cleaning up environment") + if self._delete_env: + shutil.rmtree(self._env_path) diff --git a/mlserver/parallel/registry.py b/mlserver/parallel/registry.py index f1478ba5a..45fd8fb15 100644 --- a/mlserver/parallel/registry.py +++ b/mlserver/parallel/registry.py @@ -1,6 +1,5 @@ import asyncio import os -import shutil import signal from typing import Optional, Dict, List @@ -9,7 +8,7 @@ from ..utils import to_absolute_path from ..model import MLModel from ..settings import Settings -from ..env import Environment, compute_hash +from ..env import Environment, compute_hash_of_file, compute_hash_of_string from ..registry import model_initialiser from .errors import EnvironmentNotFound @@ -76,11 +75,52 @@ async def _handle_worker_stop(self, signum, frame): ) async def _get_or_create(self, model: MLModel) -> InferencePool: + if ( + model.settings.parameters is not None + and model.settings.parameters.environment_path + ): + pool = await self._get_or_create_with_existing_env( + model.settings.parameters.environment_path + ) + else: + pool = await self._get_or_create_with_tarball(model) + return pool + + async def _get_or_create_with_existing_env( + self, environment_path: str + ) -> InferencePool: + """ + Creates or returns the InferencePool for a model that uses an existing + python environment. + """ + expanded_environment_path = os.path.abspath( + os.path.expanduser(os.path.expandvars(environment_path)) + ) + logger.info(f"Using environment {expanded_environment_path}") + env_hash = await compute_hash_of_string(expanded_environment_path) + if env_hash in self._pools: + return self._pools[env_hash] + env = Environment( + env_path=expanded_environment_path, + env_hash=env_hash, + delete_env=False, + ) + pool = InferencePool( + self._settings, env=env, on_worker_stop=self._on_worker_stop + ) + self._pools[env_hash] = pool + return pool + + async def _get_or_create_with_tarball(self, model: MLModel) -> InferencePool: + """ + Creates or returns the InferencePool for a model that uses a + tarball as python environment. + """ env_tarball = _get_env_tarball(model) if not env_tarball: return self._default_pool - env_hash = await compute_hash(env_tarball) + env_hash = await compute_hash_of_file(env_tarball) if env_hash in self._pools: return self._pools[env_hash] @@ -223,5 +263,3 @@ async def _close_pool(self, env_hash: Optional[str] = None): if env_hash: del self._pools[env_hash] - env_path = self._get_env_path(env_hash) - shutil.rmtree(env_path) diff --git a/mlserver/settings.py b/mlserver/settings.py index e3a79ef73..f390faab9 100644 --- a/mlserver/settings.py +++ b/mlserver/settings.py @@ -305,6 +305,10 @@ class ModelParameters(BaseSettings): version: Optional[str] = None """Version of the model.""" + environment_path: Optional[str] = None + """Path to a directory that contains the python environment to be used + to load this model.""" + environment_tarball: Optional[str] = None """Path to the environment tarball which should be used to load this model.""" diff --git a/tests/conftest.py b/tests/conftest.py index 2a8c3a7e5..7f8dc6161 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -97,10 +97,6 @@ async def env(env_tarball: str, tmp_path: str) -> Environment: env = await Environment.from_tarball(env_tarball, str(tmp_path)) yield env - # Envs can be quite heavy, so let's make sure we're clearing them up once - # the test finishes - shutil.rmtree(tmp_path) - @pytest.fixture(autouse=True) def logger(settings: Settings): diff --git a/tests/parallel/conftest.py b/tests/parallel/conftest.py index 5c6dd6c6b..a596ae16f 100644 --- a/tests/parallel/conftest.py +++ b/tests/parallel/conftest.py @@ -161,6 +161,21 @@ def env_model_settings(env_tarball: str) -> ModelSettings: ) +@pytest.fixture +def existing_env_model_settings(env_tarball: str, tmp_path) -> ModelSettings: + from mlserver.env import _extract_env + + env_path = str(tmp_path) + + _extract_env(env_tarball, env_path) + model_settings = ModelSettings( + name="exising_env_model", + implementation=EnvModel, + parameters=ModelParameters(environment_path=env_path), + ) + yield model_settings + + @pytest.fixture async def worker_with_env( settings: Settings, diff --git a/tests/parallel/test_registry.py b/tests/parallel/test_registry.py index 2055cda11..f37330b30 100644 --- a/tests/parallel/test_registry.py +++ b/tests/parallel/test_registry.py @@ -2,7 +2,7 @@ import os import asyncio -from mlserver.env import Environment, compute_hash +from mlserver.env import Environment, compute_hash_of_file from mlserver.model import MLModel from mlserver.settings import Settings, ModelSettings from mlserver.types import InferenceRequest @@ -30,6 +30,19 @@ async def env_model( await inference_pool_registry.unload_model(model) +@pytest.fixture +async def existing_env_model( + inference_pool_registry: InferencePoolRegistry, + existing_env_model_settings: ModelSettings, +) -> MLModel: + env_model = EnvModel(existing_env_model_settings) + model = await inference_pool_registry.load_model(env_model) + + yield model + + await inference_pool_registry.unload_model(model) + + def test_set_environment_hash(sum_model: MLModel): env_hash = "0e46fce1decb7a89a8b91c71d8b6975630a17224d4f00094e02e1a732f8e95f3" _set_environment_hash(sum_model, env_hash) @@ -90,6 +103,22 @@ async def test_load_model_with_env( assert sklearn_version == "1.0.2" +async def test_load_model_with_existing_env( + inference_pool_registry: InferencePoolRegistry, + existing_env_model: MLModel, + inference_request: InferenceRequest, +): + response = await existing_env_model.predict(inference_request) + + assert len(response.outputs) == 1 + + # Note: These versions come from the `environment.yml` found in + # `./tests/testdata/environment.yaml` + assert response.outputs[0].name == "sklearn_version" + [sklearn_version] = StringCodec.decode_output(response.outputs[0]) + assert sklearn_version == "1.0.2" + + async def test_load_creates_pool( inference_pool_registry: InferencePoolRegistry, env_model_settings: MLModel, @@ -124,7 +153,7 @@ async def test_load_reuses_env_folder( new_model = EnvModel(env_model_settings) # Make sure there's already existing env - env_hash = await compute_hash(env_tarball) + env_hash = await compute_hash_of_file(env_tarball) env_path = inference_pool_registry._get_env_path(env_hash) await Environment.from_tarball(env_tarball, env_path, env_hash) diff --git a/tests/test_env.py b/tests/test_env.py index d6a28caeb..bfb9021df 100644 --- a/tests/test_env.py +++ b/tests/test_env.py @@ -5,7 +5,7 @@ from typing import Tuple -from mlserver.env import Environment, compute_hash +from mlserver.env import Environment, compute_hash_of_file @pytest.fixture @@ -15,7 +15,7 @@ def expected_python_folder(env_python_version: Tuple[int, int]) -> str: async def test_compute_hash(env_tarball: str): - env_hash = await compute_hash(env_tarball) + env_hash = await compute_hash_of_file(env_tarball) assert len(env_hash) == 64 From dd0a5f2eddf5c10aab44d48883966b86149fbccf Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 4 Sep 2024 15:44:58 +0100 Subject: [PATCH 154/171] build(deps-dev): bump mypy from 1.10.0 to 1.11.2 (#1896) Bumps [mypy](https://github.com/python/mypy) from 1.10.0 to 1.11.2. - [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md) - [Commits](https://github.com/python/mypy/compare/v1.10.0...v1.11.2) --- updated-dependencies: - dependency-name: mypy dependency-type: direct:development update-type: version-update:semver-minor ... 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notes](https://github.com/huggingface/optimum/releases) - [Commits](https://github.com/huggingface/optimum/compare/v1.21.2...v1.21.4) --- updated-dependencies: - dependency-name: optimum dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Sherif Akoush --- runtimes/huggingface/poetry.lock | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index eca8ce256..3ed2aeef7 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -2308,13 +2308,13 @@ tests = ["pytest", "pytest-cov", "pytest-pep8"] [[package]] name = "optimum" -version = "1.21.2" +version = "1.21.4" description = "Optimum Library is an extension of the Hugging Face Transformers library, providing a framework to integrate third-party libraries from Hardware Partners and interface with their specific functionality." optional = false python-versions = ">=3.7.0" files = [ - {file = "optimum-1.21.2-py3-none-any.whl", hash = "sha256:8b3633b9312413ceac5156294a2a0cd221268baf5a2c593f4d54ec20bff296d8"}, - {file = "optimum-1.21.2.tar.gz", hash = "sha256:037e65d265237809fac69e9003215c60cf6de56e97c62ff7565abab4a94a64ce"}, + {file = "optimum-1.21.4-py3-none-any.whl", hash = "sha256:d18f426bcfc7bed9754af0305e1a223100195bab804d47ea5e4f8b0562f23d46"}, + {file = "optimum-1.21.4.tar.gz", hash = "sha256:47e751f1068c81fec7846d10c67bf39c18e41fda6cd15566dfc85c3ea82262f7"}, ] [package.dependencies] @@ -2332,7 +2332,7 @@ packaging = "*" protobuf = {version = ">=3.20.1", optional = true, markers = "extra == \"onnxruntime\""} sympy = "*" torch = ">=1.11" -transformers = {version = ">=4.26.0,<4.43.0", extras = ["sentencepiece"]} +transformers = {version = ">=4.29.0,<4.44.0", extras = ["sentencepiece"]} [package.extras] amd = ["optimum-amd"] @@ -2345,7 +2345,7 @@ exporters-gpu = ["onnx", "onnxruntime-gpu", "timm"] exporters-tf = ["h5py", "numpy (<1.24.0)", "onnx", "onnxruntime", "tensorflow (>=2.4,<=2.12.1)", "tf2onnx", "timm", "transformers[sentencepiece] (>=4.26.0,<4.38.0)"] furiosa = ["optimum-furiosa"] graphcore = ["optimum-graphcore"] -habana = ["optimum-habana", "transformers (>=4.40.0,<4.41.0)"] +habana = ["optimum-habana", "transformers (>=4.43.0,<4.44.0)"] intel = ["optimum-intel (>=1.18.0)"] ipex = ["optimum-intel[ipex] (>=1.18.0)"] neural-compressor = ["optimum-intel[neural-compressor] (>=1.18.0)"] From b6dbe3efa50de0e9e7618f66c4789deb75d73caf Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 4 Sep 2024 15:45:39 +0100 Subject: [PATCH 156/171] build(deps): bump pyspark from 3.5.1 to 3.5.2 in /runtimes/mllib (#1888) Bumps [pyspark](https://github.com/apache/spark) from 3.5.1 to 3.5.2. - [Commits](https://github.com/apache/spark/compare/v3.5.1...v3.5.2) --- updated-dependencies: - dependency-name: pyspark dependency-type: direct:production update-type: version-update:semver-patch ... 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5 Sep 2024 09:38:43 +0100 Subject: [PATCH 159/171] build(deps): bump certifi from 2024.6.2 to 2024.7.4 in /runtimes/sklearn (#1840) Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.6.2 to 2024.7.4. - [Commits](https://github.com/certifi/python-certifi/compare/2024.06.02...2024.07.04) --- updated-dependencies: - dependency-name: certifi dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/sklearn/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/sklearn/poetry.lock b/runtimes/sklearn/poetry.lock index fd82d1abc..dab996409 100644 --- a/runtimes/sklearn/poetry.lock +++ b/runtimes/sklearn/poetry.lock @@ -358,13 +358,13 @@ files = [ [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] [[package]] From abb480d4643ce3677fab8d123d46e87c62b48ff1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 5 Sep 2024 09:43:55 +0100 Subject: [PATCH 160/171] build(deps): bump certifi in /runtimes/catboost (#1841) Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.6.2 to 2024.7.4. - [Commits](https://github.com/certifi/python-certifi/compare/2024.06.02...2024.07.04) --- updated-dependencies: - dependency-name: certifi dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/catboost/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/catboost/poetry.lock b/runtimes/catboost/poetry.lock index b96a2aec3..28fb6f7da 100644 --- a/runtimes/catboost/poetry.lock +++ b/runtimes/catboost/poetry.lock @@ -404,13 +404,13 @@ widget = ["ipython", "ipywidgets (>=7.0,<9.0)", "traitlets"] [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] [[package]] From b9f8d5930f79f294b0025d9cad4fce0fdbc86382 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 5 Sep 2024 09:44:12 +0100 Subject: [PATCH 161/171] build(deps): bump certifi from 2024.6.2 to 2024.7.4 in /runtimes/mllib (#1842) Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.6.2 to 2024.7.4. - [Commits](https://github.com/certifi/python-certifi/compare/2024.06.02...2024.07.04) --- updated-dependencies: - dependency-name: certifi dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mllib/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/mllib/poetry.lock b/runtimes/mllib/poetry.lock index 5f8c250e6..c12d16878 100644 --- a/runtimes/mllib/poetry.lock +++ b/runtimes/mllib/poetry.lock @@ -358,13 +358,13 @@ files = [ [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] [[package]] From d12ea01e8a15630555e95dc3fd8f67c43ff9b87f Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 5 Sep 2024 09:44:30 +0100 Subject: [PATCH 162/171] build(deps): bump certifi from 2024.6.2 to 2024.7.4 in /runtimes/mlflow (#1847) Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.6.2 to 2024.7.4. - [Commits](https://github.com/certifi/python-certifi/compare/2024.06.02...2024.07.04) --- updated-dependencies: - dependency-name: certifi dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/mlflow/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/mlflow/poetry.lock b/runtimes/mlflow/poetry.lock index 8428bc4d7..f877dc516 100644 --- a/runtimes/mlflow/poetry.lock +++ b/runtimes/mlflow/poetry.lock @@ -413,13 +413,13 @@ files = [ [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] [[package]] From f9bbb43d81a9e85e93e538b51a27a178022d543f Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:34:23 +0100 Subject: [PATCH 163/171] build(deps): bump certifi in /runtimes/lightgbm (#1843) Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.6.2 to 2024.7.4. - [Commits](https://github.com/certifi/python-certifi/compare/2024.06.02...2024.07.04) --- updated-dependencies: - dependency-name: certifi dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/lightgbm/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/lightgbm/poetry.lock b/runtimes/lightgbm/poetry.lock index e6809d645..ce960f1e9 100644 --- a/runtimes/lightgbm/poetry.lock +++ b/runtimes/lightgbm/poetry.lock @@ -358,13 +358,13 @@ files = [ [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] [[package]] From ed4351a736e23b77144053ce5b544c6fbd372b9d Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:34:44 +0100 Subject: [PATCH 164/171] build(deps): bump certifi from 2024.6.2 to 2024.7.4 in /runtimes/xgboost (#1844) Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.6.2 to 2024.7.4. - [Commits](https://github.com/certifi/python-certifi/compare/2024.06.02...2024.07.04) --- updated-dependencies: - dependency-name: certifi dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/xgboost/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/xgboost/poetry.lock b/runtimes/xgboost/poetry.lock index cdc23e897..ba5159d55 100644 --- a/runtimes/xgboost/poetry.lock +++ b/runtimes/xgboost/poetry.lock @@ -358,13 +358,13 @@ files = [ [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] [[package]] From c798e7fbd5132d12d594b18986625723e989b106 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 5 Sep 2024 17:46:19 +0100 Subject: [PATCH 165/171] build(deps): bump certifi in /runtimes/huggingface (#1845) Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.6.2 to 2024.7.4. - [Commits](https://github.com/certifi/python-certifi/compare/2024.06.02...2024.07.04) --- updated-dependencies: - dependency-name: certifi dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/huggingface/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index 3f64fb076..35e4d36b7 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -384,13 +384,13 @@ files = [ [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] [[package]] From 3f8cfb291420ac26849ba7a476a64bb5f807c1e1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 6 Sep 2024 16:34:10 +0100 Subject: [PATCH 166/171] build(deps): bump certifi in /runtimes/alibi-detect (#1846) Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.6.2 to 2024.7.4. - [Commits](https://github.com/certifi/python-certifi/compare/2024.06.02...2024.07.04) --- updated-dependencies: - dependency-name: certifi dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/alibi-detect/poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/runtimes/alibi-detect/poetry.lock b/runtimes/alibi-detect/poetry.lock index 9b139e534..ad4cd4335 100644 --- a/runtimes/alibi-detect/poetry.lock +++ b/runtimes/alibi-detect/poetry.lock @@ -445,13 +445,13 @@ files = [ [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] [[package]] From ca0313666474b6233c721b2e89eb8a46bfd8d4cf Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 9 Sep 2024 12:40:55 +0100 Subject: [PATCH 167/171] build(deps): bump scikit-learn from 1.5.0 to 1.5.1 in /runtimes/sklearn (#1849) Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.5.0 to 1.5.1. - [Release notes](https://github.com/scikit-learn/scikit-learn/releases) - [Commits](https://github.com/scikit-learn/scikit-learn/compare/1.5.0...1.5.1) --- updated-dependencies: - dependency-name: scikit-learn dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- runtimes/sklearn/poetry.lock | 48 ++++++++++++++++++------------------ 1 file changed, 24 insertions(+), 24 deletions(-) diff --git a/runtimes/sklearn/poetry.lock b/runtimes/sklearn/poetry.lock index dab996409..910a88501 100644 --- a/runtimes/sklearn/poetry.lock +++ b/runtimes/sklearn/poetry.lock @@ -1798,32 +1798,32 @@ files = [ [[package]] name = "scikit-learn" -version = "1.5.0" +version = "1.5.1" description = "A set of python modules for machine learning and data mining" optional = false python-versions = ">=3.9" files = [ - {file = "scikit_learn-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:12e40ac48555e6b551f0a0a5743cc94cc5a765c9513fe708e01f0aa001da2801"}, - {file = "scikit_learn-1.5.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:f405c4dae288f5f6553b10c4ac9ea7754d5180ec11e296464adb5d6ac68b6ef5"}, - {file = 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"zope.testing"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "387768fda1c449abaa4b1e0bc334f856ee9ba22196cb54499f1c3f8da22b3fba" +content-hash = "ef16814dbd96c26ca4d5366fc75249221db896fd39015b9496d97c92a277e405" diff --git a/runtimes/huggingface/pyproject.toml b/runtimes/huggingface/pyproject.toml index 5394fdfb4..285103dea 100644 --- a/runtimes/huggingface/pyproject.toml +++ b/runtimes/huggingface/pyproject.toml @@ -23,8 +23,13 @@ torch = [ {markers = "sys_platform == 'darwin' and platform_machine == 'x86_64'", version = "<2.3.0"}, {markers = "sys_platform != 'darwin' or platform_machine != 'x86_64'", version = "<2.4.0"} ] +# tensorflow 2.17.0 not compiled for MacOS for x86 architectures +# see: https://www.tensorflow.org/install/pip#package_location +tensorflow = [ + {markers = "sys_platform == 'darwin' and platform_machine == 'x86_64'", version = ">=2.12,<2.17"}, + {markers = "sys_platform != 'darwin' or platform_machine != 'x86_64'", version = ">=2.12,<2.18"} +] transformers = ">=4.30,<5.0" -tensorflow = ">=2.12,<2.18" [build-system] requires = ["poetry-core"] From 691a12d79acbe9c208294e67654e422712f6f280 Mon Sep 17 00:00:00 2001 From: RobertSamoilescu Date: Tue, 10 Sep 2024 11:51:59 +0100 Subject: [PATCH 170/171] Bump preflight to 1.10.0 (#1903) --- .github/workflows/release-sc.yml | 4 ++-- .github/workflows/release.yml | 6 +++--- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/.github/workflows/release-sc.yml b/.github/workflows/release-sc.yml index 00b1c10df..8227db80d 100644 --- a/.github/workflows/release-sc.yml +++ b/.github/workflows/release-sc.yml @@ -94,7 +94,7 @@ jobs: sudo mv preflight-linux-amd64 /usr/local/bin/preflight preflight --version env: - PREFLIGHT_VERSION: 1.9.7 + PREFLIGHT_VERSION: 1.10.0 - name: Submit preflight results run: | preflight check container \ @@ -164,7 +164,7 @@ jobs: sudo mv preflight-linux-amd64 /usr/local/bin/preflight preflight --version env: - PREFLIGHT_VERSION: 1.9.7 + PREFLIGHT_VERSION: 1.10.0 - name: Submit preflight results run: | preflight check container \ diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 5cfca1cbf..824f6f93d 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -92,7 +92,7 @@ jobs: sudo mv preflight-linux-amd64 /usr/local/bin/preflight preflight --version env: - PREFLIGHT_VERSION: 1.9.7 + PREFLIGHT_VERSION: 1.10.0 - name: Submit preflight results run: | preflight check container \ @@ -164,7 +164,7 @@ jobs: sudo mv preflight-linux-amd64 /usr/local/bin/preflight preflight --version env: - PREFLIGHT_VERSION: 1.9.7 + PREFLIGHT_VERSION: 1.10.0 - name: Submit preflight results run: | preflight check container \ @@ -288,7 +288,7 @@ jobs: sudo mv preflight-linux-amd64 /usr/local/bin/preflight preflight --version env: - PREFLIGHT_VERSION: 1.9.7 + PREFLIGHT_VERSION: 1.10.0 - name: Submit preflight results run: | preflight check container \ From c2dbbb9154fdfdb8f577818a4ac2a9ca4dfa0e6d Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Tue, 10 Sep 2024 17:13:17 +0100 Subject: [PATCH 171/171] Update Changelog (#1905) Co-authored-by: RobertSamoilescu <22344480+RobertSamoilescu@users.noreply.github.com> --- CHANGELOG.md | 42 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index c8c18719e..b6ff82727 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,6 +1,47 @@ # Changelog + +## [1.6.1](https://github.com/SeldonIO/MLServer/releases/tag/1.6.1) - 10 Sep 2024 + + + +## Overview + +### Features +MLServer now offers an option to use pre-existing Python environments by specifying a path to the environment to be used - by [@idlefella](https://github.com/idlefella) in ([#1891](https://github.com/SeldonIO/MLServer/issues/1891)) + +### Releases +MLServer released catboost runtime which allows serving [catboost](https://catboost.ai/) models with MLServer - by [@sakoush](https://github.com/sakoush) in ([#1839](https://github.com/SeldonIO/MLServer/issues/1839)) + +### Fixes +* Kafka json byte encoding fix to match rest server by [@DerTiedemann](https://github.com/DerTiedemann) and [@sakoush](https://github.com/sakoush) in ([#1622](https://github.com/SeldonIO/MLServer/issues/1622)) +* Prometheus interceptor fix for gRPC streaming by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in ([#1858](https://github.com/SeldonIO/MLServer/issues/1858)) + + +## What's Changed +* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1812 +* Update CHANGELOG by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1830 +* Update release.yml to include catboost by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1839 +* Fix kafka json byte encoding to match rest server by [@DerTiedemann](https://github.com/DerTiedemann) in https://github.com/SeldonIO/MLServer/pull/1622 +* Included Prometheus interceptor support for gRPC streaming by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1858 +* Run gRPC test serially by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1872 +* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1886 +* Feature/support existing environments by [@idlefella](https://github.com/idlefella) in https://github.com/SeldonIO/MLServer/pull/1891 +* Fix tensorflow upperbound macos by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1901 +* ci: Merge change for release 1.6.1 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1902 +* Bump preflight to 1.10.0 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1903 +* ci: Merge change for release 1.6.1 [2] by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1904 + +## New Contributors +* [@DerTiedemann](https://github.com/DerTiedemann) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1622 +* [@idlefella](https://github.com/idlefella) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1891 + +**Full Changelog**: https://github.com/SeldonIO/MLServer/compare/1.6.0...1.6.1 + +[Changes][1.6.1] + + ## [1.6.0](https://github.com/SeldonIO/MLServer/releases/tag/1.6.0) - 26 Jun 2024 @@ -509,6 +550,7 @@ To learn more about how to use MLServer directly from the MLflow CLI, check out [Changes][1.1.0] +[1.6.1]: https://github.com/SeldonIO/MLServer/compare/1.6.0...1.6.1 [1.6.0]: https://github.com/SeldonIO/MLServer/compare/1.5.0...1.6.0 [1.5.0]: https://github.com/SeldonIO/MLServer/compare/1.4.0...1.5.0 [1.4.0]: https://github.com/SeldonIO/MLServer/compare/1.3.5...1.4.0