Update ruff (#172)

* refactoring: reduce max line-length * new: update ruff --------- Co-authored-by: Nirant <NirantK@users.noreply.github.com>
2026-07-23 11:20:51 -05:00 · 2024-04-01 09:25:15 +02:00
parent ce98631b9a
commit 25671ec349
13 changed files with 190 additions and 160 deletions
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
  - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.1.13
+    rev: v0.3.4
    hooks:
      - id: ruff
        types_or: [ python, pyi, jupyter ]
--- a/fastembed/common/model_management.py
+++ b/fastembed/common/model_management.py
@@ -92,7 +92,9 @@ class ModelManagement:

        show_progress = total_size_in_bytes and show_progress

-        with tqdm(total=total_size_in_bytes, unit="iB", unit_scale=True, disable=not show_progress) as progress_bar:
+        with tqdm(
+            total=total_size_in_bytes, unit="iB", unit_scale=True, disable=not show_progress
+        ) as progress_bar:
            with open(output_path, "wb") as file:
                for chunk in response.iter_content(chunk_size=1024):
                    if chunk:  # Filter out keep-alive new chunks
@@ -101,7 +103,9 @@ class ModelManagement:
        return output_path

    @classmethod
-    def download_files_from_huggingface(cls, hf_source_repo: str, cache_dir: Optional[str] = None) -> str:
+    def download_files_from_huggingface(
+        cls, hf_source_repo: str, cache_dir: Optional[str] = None
+    ) -> str:
        """
        Downloads a model from HuggingFace Hub.
        Args:
@@ -216,9 +220,14 @@ class ModelManagement:

        if hf_source:
            try:
-                return Path(cls.download_files_from_huggingface(hf_source, cache_dir=str(cache_dir)))
+                return Path(
+                    cls.download_files_from_huggingface(hf_source, cache_dir=str(cache_dir))
+                )
            except (EnvironmentError, RepositoryNotFoundError, ValueError) as e:
-                logger.error(f"Could not download model from HuggingFace: {e}" "Falling back to other sources.")
+                logger.error(
+                    f"Could not download model from HuggingFace: {e}"
+                    "Falling back to other sources."
+                )

        if url_source:
            return cls.retrieve_model_gcs(model["model"], url_source, str(cache_dir))
--- a/fastembed/common/models.py
+++ b/fastembed/common/models.py
@@ -33,7 +33,9 @@ def load_tokenizer(model_dir: Path, max_length: int = 512) -> Tokenizer:

    tokenizer = Tokenizer.from_file(str(tokenizer_path))
    tokenizer.enable_truncation(max_length=min(tokenizer_config["model_max_length"], max_length))
-    tokenizer.enable_padding(pad_id=config.get("pad_token_id", 0), pad_token=tokenizer_config["pad_token"])
+    tokenizer.enable_padding(
+        pad_id=config.get("pad_token_id", 0), pad_token=tokenizer_config["pad_token"]
+    )

    for token in tokens_map.values():
        if isinstance(token, str):
--- a/fastembed/common/onnx_model.py
+++ b/fastembed/common/onnx_model.py
@@ -48,7 +48,9 @@ class OnnxModel(Generic[T]):
            so.inter_op_num_threads = threads

        self.tokenizer = load_tokenizer(model_dir=model_dir, max_length=max_length)
-        self.model = ort.InferenceSession(str(model_path), providers=onnx_providers, sess_options=so)
+        self.model = ort.InferenceSession(
+            str(model_path), providers=onnx_providers, sess_options=so
+        )

    def onnx_embed(self, documents: List[str]) -> Tuple[np.ndarray, np.ndarray]:
        encoded = self.tokenizer.encode_batch(documents)
@@ -58,7 +60,9 @@ class OnnxModel(Generic[T]):
        onnx_input = {
            "input_ids": np.array(input_ids, dtype=np.int64),
            "attention_mask": np.array(attention_mask, dtype=np.int64),
-            "token_type_ids": np.array([np.zeros(len(e), dtype=np.int64) for e in input_ids], dtype=np.int64),
+            "token_type_ids": np.array(
+                [np.zeros(len(e), dtype=np.int64) for e in input_ids], dtype=np.int64
+            ),
        }

        onnx_input = self._preprocess_onnx_input(onnx_input)
@@ -97,7 +101,9 @@ class OnnxModel(Generic[T]):
                "model_name": model_name,
                "cache_dir": cache_dir,
            }
-            pool = ParallelWorkerPool(parallel, self._get_worker_class(), start_method=start_method)
+            pool = ParallelWorkerPool(
+                parallel, self._get_worker_class(), start_method=start_method
+            )
            for batch in pool.ordered_map(iter_batch(documents, batch_size), **params):
                yield from self._post_process_onnx_output(batch)

--- a/fastembed/embedding.py
+++ b/fastembed/embedding.py
@@ -5,7 +5,8 @@ from loguru import logger
 from fastembed.text.text_embedding import TextEmbedding

 logger.warning(
-    "DefaultEmbedding, FlagEmbedding, JinaEmbedding are deprecated." "Use from fastembed import TextEmbedding instead."
+    "DefaultEmbedding, FlagEmbedding, JinaEmbedding are deprecated."
+    "Use from fastembed import TextEmbedding instead."
 )

 DefaultEmbedding = TextEmbedding
--- a/fastembed/parallel_processor.py
+++ b/fastembed/parallel_processor.py
@@ -128,7 +128,9 @@ class ParallelWorkerPool:
                yield buffer.pop(next_expected)
                next_expected += 1

-    def semi_ordered_map(self, stream: Iterable[Any], *args: Any, **kwargs: Any) -> Iterable[Tuple[int, Any]]:
+    def semi_ordered_map(
+        self, stream: Iterable[Any], *args: Any, **kwargs: Any
+    ) -> Iterable[Tuple[int, Any]]:
        try:
            self.start(**kwargs)

--- a/fastembed/sparse/sparse_embedding_base.py
+++ b/fastembed/sparse/sparse_embedding_base.py
@@ -22,7 +22,13 @@ class SparseEmbedding:


 class SparseTextEmbeddingBase(ModelManagement):
-    def __init__(self, model_name: str, cache_dir: Optional[str] = None, threads: Optional[int] = None, **kwargs):
+    def __init__(
+        self,
+        model_name: str,
+        cache_dir: Optional[str] = None,
+        threads: Optional[int] = None,
+        **kwargs,
+    ):
        self.model_name = model_name
        self.cache_dir = cache_dir
        self.threads = threads
--- a/fastembed/sparse/splade_pp.py
+++ b/fastembed/sparse/splade_pp.py
@@ -30,7 +30,9 @@ supported_splade_models = [

 class SpladePP(SparseTextEmbeddingBase, OnnxModel[SparseEmbedding]):
    @classmethod
-    def _post_process_onnx_output(cls, output: Tuple[np.ndarray, np.ndarray]) -> Iterable[SparseEmbedding]:
+    def _post_process_onnx_output(
+        cls, output: Tuple[np.ndarray, np.ndarray]
+    ) -> Iterable[SparseEmbedding]:
        logits, attention_mask = output
        relu_log = np.log(1 + np.maximum(logits, 0))

--- a/fastembed/text/jina_onnx_embedding.py
+++ b/fastembed/text/jina_onnx_embedding.py
@@ -49,7 +49,9 @@ class JinaOnnxEmbedding(OnnxTextEmbedding):
        return supported_jina_models

    @classmethod
-    def _post_process_onnx_output(cls, output: Tuple[np.ndarray, np.ndarray]) -> Iterable[np.ndarray]:
+    def _post_process_onnx_output(
+        cls, output: Tuple[np.ndarray, np.ndarray]
+    ) -> Iterable[np.ndarray]:
        embeddings, attn_mask = output
        return normalize(cls.mean_pooling(embeddings, attn_mask)).astype(np.float32)

--- a/fastembed/text/onnx_embedding.py
+++ b/fastembed/text/onnx_embedding.py
@@ -144,12 +144,12 @@ supported_onnx_models = [
    #     ]
    # }
    {
-    "model": "mixedbread-ai/mxbai-embed-large-v1",
-    "dim": 1024,
-    "description": "MixedBread Base sentence embedding model, does well on MTEB",
-    "size_in_GB": 1.34, 
-    "sources": {
-        "hf": "mixedbread-ai/mxbai-embed-large-v1",
+        "model": "mixedbread-ai/mxbai-embed-large-v1",
+        "dim": 1024,
+        "description": "MixedBread Base sentence embedding model, does well on MTEB",
+        "size_in_GB": 1.34,
+        "sources": {
+            "hf": "mixedbread-ai/mxbai-embed-large-v1",
        },
    },
 ]
@@ -239,7 +239,9 @@ class OnnxTextEmbedding(TextEmbeddingBase, OnnxModel[np.ndarray]):
        return onnx_input

    @classmethod
-    def _post_process_onnx_output(cls, output: Tuple[np.ndarray, np.ndarray]) -> Iterable[np.ndarray]:
+    def _post_process_onnx_output(
+        cls, output: Tuple[np.ndarray, np.ndarray]
+    ) -> Iterable[np.ndarray]:
        embeddings, _ = output
        return normalize(embeddings[:, 0]).astype(np.float32)

--- a/fastembed/text/text_embedding_base.py
+++ b/fastembed/text/text_embedding_base.py
@@ -6,7 +6,13 @@ from fastembed.common.model_management import ModelManagement


 class TextEmbeddingBase(ModelManagement):
-    def __init__(self, model_name: str, cache_dir: Optional[str] = None, threads: Optional[int] = None, **kwargs):
+    def __init__(
+        self,
+        model_name: str,
+        cache_dir: Optional[str] = None,
+        threads: Optional[int] = None,
+        **kwargs,
+    ):
        self.model_name = model_name
        self.cache_dir = cache_dir
        self.threads = threads
--- 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.

 [[package]]
 name = "anyio"
@@ -639,29 +639,29 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc

 [[package]]
 name = "filelock"
-version = "3.13.1"
+version = "3.13.3"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.13.1-py3-none-any.whl", hash = "sha256:57dbda9b35157b05fb3e58ee91448612eb674172fab98ee235ccb0b5bee19a1c"},
-    {file = "filelock-3.13.1.tar.gz", hash = "sha256:521f5f56c50f8426f5e03ad3b281b490a87ef15bc6c526f168290f0c7148d44e"},
+    {file = "filelock-3.13.3-py3-none-any.whl", hash = "sha256:5ffa845303983e7a0b7ae17636509bc97997d58afeafa72fb141a17b152284cb"},
+    {file = "filelock-3.13.3.tar.gz", hash = "sha256:a79895a25bbefdf55d1a2a0a80968f7dbb28edcd6d4234a0afb3f37ecde4b546"},
 ]

 [package.extras]
-docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+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-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
 typing = ["typing-extensions (>=4.8)"]

 [[package]]
 name = "flatbuffers"
-version = "24.3.7"
+version = "24.3.25"
 description = "The FlatBuffers serialization format for Python"
 optional = false
 python-versions = "*"
 files = [
-    {file = "flatbuffers-24.3.7-py2.py3-none-any.whl", hash = "sha256:80c4f5dcad0ee76b7e349671a0d657f2fbba927a0244f88dd3f5ed6a3694e1fc"},
-    {file = "flatbuffers-24.3.7.tar.gz", hash = "sha256:0895c22b9a6019ff2f4de2e5e2f7cd15914043e6e7033a94c0c6369422690f22"},
+    {file = "flatbuffers-24.3.25-py2.py3-none-any.whl", hash = "sha256:8dbdec58f935f3765e4f7f3cf635ac3a77f83568138d6a2311f524ec96364812"},
+    {file = "flatbuffers-24.3.25.tar.gz", hash = "sha256:de2ec5b203f21441716617f38443e0a8ebf3d25bf0d9c0bb0ce68fa00ad546a4"},
 ]

 [[package]]
@@ -677,13 +677,13 @@ files = [

 [[package]]
 name = "fsspec"
-version = "2024.2.0"
+version = "2024.3.1"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2024.2.0-py3-none-any.whl", hash = "sha256:817f969556fa5916bc682e02ca2045f96ff7f586d45110fcb76022063ad2c7d8"},
-    {file = "fsspec-2024.2.0.tar.gz", hash = "sha256:b6ad1a679f760dda52b1168c859d01b7b80648ea6f7f7c7f5a8a91dc3f3ecb84"},
+    {file = "fsspec-2024.3.1-py3-none-any.whl", hash = "sha256:918d18d41bf73f0e2b261824baeb1b124bcf771767e3a26425cd7dec3332f512"},
+    {file = "fsspec-2024.3.1.tar.gz", hash = "sha256:f39780e282d7d117ffb42bb96992f8a90795e4d0fb0f661a70ca39fe9c43ded9"},
 ]

 [package.extras]
@@ -771,13 +771,13 @@ files = [

 [[package]]
 name = "httpcore"
-version = "1.0.4"
+version = "1.0.5"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpcore-1.0.4-py3-none-any.whl", hash = "sha256:ac418c1db41bade2ad53ae2f3834a3a0f5ae76b56cf5aa497d2d033384fc7d73"},
-    {file = "httpcore-1.0.4.tar.gz", hash = "sha256:cb2839ccfcba0d2d3c1131d3c3e26dfc327326fbe7a5dc0dbfe9f6c9151bb022"},
+    {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"},
+    {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"},
 ]

 [package.dependencies]
@@ -788,7 +788,7 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.25.0)"]
+trio = ["trio (>=0.22.0,<0.26.0)"]

 [[package]]
 name = "httpx"
@@ -887,13 +887,13 @@ files = [

 [[package]]
 name = "importlib-metadata"
-version = "7.0.2"
+version = "7.1.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.0.2-py3-none-any.whl", hash = "sha256:f4bc4c0c070c490abf4ce96d715f68e95923320370efb66143df00199bb6c100"},
-    {file = "importlib_metadata-7.0.2.tar.gz", hash = "sha256:198f568f3230878cb1b44fbd7975f87906c22336dba2e4a7f05278c281fbd792"},
+    {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
+    {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
 ]

 [package.dependencies]
@@ -902,17 +902,17 @@ zipp = ">=0.5"
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]

 [[package]]
 name = "importlib-resources"
-version = "6.3.0"
+version = "6.4.0"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.3.0-py3-none-any.whl", hash = "sha256:783407aa1cd05550e3aa123e8f7cfaebee35ffa9cb0242919e2d1e4172222705"},
-    {file = "importlib_resources-6.3.0.tar.gz", hash = "sha256:166072a97e86917a9025876f34286f549b9caf1d10b35a1b372bffa1600c6569"},
+    {file = "importlib_resources-6.4.0-py3-none-any.whl", hash = "sha256:50d10f043df931902d4194ea07ec57960f66a80449ff867bfe782b4c486ba78c"},
+    {file = "importlib_resources-6.4.0.tar.gz", hash = "sha256:cdb2b453b8046ca4e3798eb1d84f3cce1446a0e8e7b5ef4efb600f19fc398145"},
 ]

 [package.dependencies]
@@ -920,7 +920,7 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}

 [package.extras]
 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.collections", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+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"
@@ -935,13 +935,13 @@ files = [

 [[package]]
 name = "ipykernel"
-version = "6.29.3"
+version = "6.29.4"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.29.3-py3-none-any.whl", hash = "sha256:5aa086a4175b0229d4eca211e181fb473ea78ffd9869af36ba7694c947302a21"},
-    {file = "ipykernel-6.29.3.tar.gz", hash = "sha256:e14c250d1f9ea3989490225cc1a542781b095a18a19447fcf2b5eaf7d0ac5bd2"},
+    {file = "ipykernel-6.29.4-py3-none-any.whl", hash = "sha256:1181e653d95c6808039c509ef8e67c4126b3b3af7781496c7cbfb5ed938a27da"},
+    {file = "ipykernel-6.29.4.tar.gz", hash = "sha256:3d44070060f9475ac2092b760123fadf105d2e2493c24848b6691a7c4f42af5c"},
 ]

 [package.dependencies]
@@ -1057,18 +1057,15 @@ i18n = ["Babel (>=2.7)"]

 [[package]]
 name = "json5"
-version = "0.9.22"
+version = "0.9.24"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "json5-0.9.22-py3-none-any.whl", hash = "sha256:6621007c70897652f8b5d03885f732771c48d1925591ad989aa80c7e0e5ad32f"},
-    {file = "json5-0.9.22.tar.gz", hash = "sha256:b729bde7650b2196a35903a597d2b704b8fdf8648bfb67368cfb79f1174a17bd"},
+    {file = "json5-0.9.24-py3-none-any.whl", hash = "sha256:4ca101fd5c7cb47960c055ef8f4d0e31e15a7c6c48c3b6f1473fc83b6c462a13"},
+    {file = "json5-0.9.24.tar.gz", hash = "sha256:0c638399421da959a20952782800e5c1a78c14e08e1dc9738fa10d8ec14d58c8"},
 ]

-[package.extras]
-dev = ["hypothesis"]
-
 [[package]]
 name = "jsonpointer"
 version = "2.4"
@@ -1171,13 +1168,13 @@ test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"

 [[package]]
 name = "jupyter-events"
-version = "0.9.1"
+version = "0.10.0"
 description = "Jupyter Event System library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_events-0.9.1-py3-none-any.whl", hash = "sha256:e51f43d2c25c2ddf02d7f7a5045f71fc1d5cb5ad04ef6db20da961c077654b9b"},
-    {file = "jupyter_events-0.9.1.tar.gz", hash = "sha256:a52e86f59eb317ee71ff2d7500c94b963b8a24f0b7a1517e2e653e24258e15c7"},
+    {file = "jupyter_events-0.10.0-py3-none-any.whl", hash = "sha256:4b72130875e59d57716d327ea70d3ebc3af1944d3717e5a498b8a06c6c159960"},
+    {file = "jupyter_events-0.10.0.tar.gz", hash = "sha256:670b8229d3cc882ec782144ed22e0d29e1c2d639263f92ca8383e66682845e22"},
 ]

 [package.dependencies]
@@ -1266,13 +1263,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>

 [[package]]
 name = "jupyterlab"
-version = "4.1.4"
+version = "4.1.5"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.1.4-py3-none-any.whl", hash = "sha256:f92c3f2b12b88efcf767205f49be9b2f86b85544f9c4f342bb5e9904a16cf931"},
-    {file = "jupyterlab-4.1.4.tar.gz", hash = "sha256:e03c82c124ad8a0892e498b9dde79c50868b2c267819aca3f55ce47c57ebeb1d"},
+    {file = "jupyterlab-4.1.5-py3-none-any.whl", hash = "sha256:3bc843382a25e1ab7bc31d9e39295a9f0463626692b7995597709c0ab236ab2c"},
+    {file = "jupyterlab-4.1.5.tar.gz", hash = "sha256:c9ad75290cb10bfaff3624bf3fbb852319b4cce4c456613f8ebbaa98d03524db"},
 ]

 [package.dependencies]
@@ -1355,13 +1352,13 @@ dev = ["Sphinx (==7.2.5)", "colorama (==0.4.5)", "colorama (==0.4.6)", "exceptio

 [[package]]
 name = "markdown"
-version = "3.5.2"
+version = "3.6"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "Markdown-3.5.2-py3-none-any.whl", hash = "sha256:d43323865d89fc0cb9b20c75fc8ad313af307cc087e84b657d9eec768eddeadd"},
-    {file = "Markdown-3.5.2.tar.gz", hash = "sha256:e1ac7b3dc550ee80e602e71c1d168002f062e49f1b11e26a36264dafd4df2ef8"},
+    {file = "Markdown-3.6-py3-none-any.whl", hash = "sha256:48f276f4d8cfb8ce6527c8f79e2ee29708508bf4d40aa410fbc3b4ee832c850f"},
+    {file = "Markdown-3.6.tar.gz", hash = "sha256:ed4f41f6daecbeeb96e576ce414c41d2d876daa9a16cb35fa8ed8c2ddfad0224"},
 ]

 [package.dependencies]
@@ -1525,13 +1522,13 @@ mkdocs = ">=1.1"

 [[package]]
 name = "mkdocs-material"
-version = "9.5.13"
+version = "9.5.15"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_material-9.5.13-py3-none-any.whl", hash = "sha256:5cbe17fee4e3b4980c8420a04cc762d8dc052ef1e10532abd4fce88e5ea9ce6a"},
-    {file = "mkdocs_material-9.5.13.tar.gz", hash = "sha256:d8e4caae576312a88fd2609b81cf43d233cdbe36860d67a68702b018b425bd87"},
+    {file = "mkdocs_material-9.5.15-py3-none-any.whl", hash = "sha256:e5c96dec3d19491de49ca643fc1dbb92b278e43cdb816c775bc47db77d9b62fb"},
+    {file = "mkdocs_material-9.5.15.tar.gz", hash = "sha256:39f03cca45e82bf54eb7456b5a18bd252eabfdd67f237a229471484a0a4d4635"},
 ]

 [package.dependencies]
@@ -1649,13 +1646,13 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=

 [[package]]
 name = "nbconvert"
-version = "7.16.2"
+version = "7.16.3"
 description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "nbconvert-7.16.2-py3-none-any.whl", hash = "sha256:0c01c23981a8de0220255706822c40b751438e32467d6a686e26be08ba784382"},
-    {file = "nbconvert-7.16.2.tar.gz", hash = "sha256:8310edd41e1c43947e4ecf16614c61469ebc024898eb808cce0999860fc9fb16"},
+    {file = "nbconvert-7.16.3-py3-none-any.whl", hash = "sha256:ddeff14beeeedf3dd0bc506623e41e4507e551736de59df69a91f86700292b3b"},
+    {file = "nbconvert-7.16.3.tar.gz", hash = "sha256:a6733b78ce3d47c3f85e504998495b07e6ea9cf9bf6ec1c98dda63ec6ad19142"},
 ]

 [package.dependencies]
@@ -1682,18 +1679,18 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
 qtpdf = ["nbconvert[qtpng]"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest (>=7)"]
 webpdf = ["playwright"]

 [[package]]
 name = "nbformat"
-version = "5.10.2"
+version = "5.10.3"
 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "nbformat-5.10.2-py3-none-any.whl", hash = "sha256:7381189a0d537586b3f18bae5dbad347d7dd0a7cf0276b09cdcd5c24d38edd99"},
-    {file = "nbformat-5.10.2.tar.gz", hash = "sha256:c535b20a0d4310167bf4d12ad31eccfb0dc61e6392d6f8c570ab5b45a06a49a3"},
+    {file = "nbformat-5.10.3-py3-none-any.whl", hash = "sha256:d9476ca28676799af85385f409b49d95e199951477a159a576ef2a675151e5e8"},
+    {file = "nbformat-5.10.3.tar.gz", hash = "sha256:60ed5e910ef7c6264b87d644f276b1b49e24011930deef54605188ddeb211685"},
 ]

 [package.dependencies]
@@ -1733,13 +1730,13 @@ setuptools = "*"

 [[package]]
 name = "notebook"
-version = "7.1.1"
+version = "7.1.2"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "notebook-7.1.1-py3-none-any.whl", hash = "sha256:197d8e0595acabf4005851c8716e952a81b405f7aefb648067a761fbde267ce7"},
-    {file = "notebook-7.1.1.tar.gz", hash = "sha256:818e7420fa21f402e726afb9f02df7f3c10f294c02e383ed19852866c316108b"},
+    {file = "notebook-7.1.2-py3-none-any.whl", hash = "sha256:fc6c24b9aef18d0cd57157c9c47e95833b9b0bdc599652639acf0bdb61dc7d5f"},
+    {file = "notebook-7.1.2.tar.gz", hash = "sha256:efc2c80043909e0faa17fce9e9b37c059c03af0ec99a4d4db84cb21d9d2e936a"},
 ]

 [package.dependencies]
@@ -1855,40 +1852,46 @@ files = [

 [[package]]
 name = "onnx"
-version = "1.15.0"
+version = "1.16.0"
 description = "Open Neural Network Exchange"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "onnx-1.15.0-cp310-cp310-macosx_10_12_universal2.whl", hash = "sha256:51cacb6aafba308aaf462252ced562111f6991cdc7bc57a6c554c3519453a8ff"},
-    {file = "onnx-1.15.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:0aee26b6f7f7da7e840de75ad9195a77a147d0662c94eaa6483be13ba468ffc1"},
-    {file = "onnx-1.15.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:baf6ef6c93b3b843edb97a8d5b3d229a1301984f3f8dee859c29634d2083e6f9"},
-    {file = "onnx-1.15.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:96ed899fe6000edc05bb2828863d3841cfddd5a7cf04c1a771f112e94de75d9f"},
-    {file = "onnx-1.15.0-cp310-cp310-win32.whl", hash = "sha256:f1ad3d77fc2f4b4296f0ac2c8cadd8c1dcf765fc586b737462d3a0fe8f7c696a"},
-    {file = "onnx-1.15.0-cp310-cp310-win_amd64.whl", hash = "sha256:ca4ebc4f47109bfb12c8c9e83dd99ec5c9f07d2e5f05976356c6ccdce3552010"},
-    {file = "onnx-1.15.0-cp311-cp311-macosx_10_12_universal2.whl", hash = "sha256:233ffdb5ca8cc2d960b10965a763910c0830b64b450376da59207f454701f343"},
-    {file = "onnx-1.15.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:51fa79c9ea9af033638ec51f9177b8e76c55fad65bb83ea96ee88fafade18ee7"},
-    {file = "onnx-1.15.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f277d4861729f5253a51fa41ce91bfec1c4574ee41b5637056b43500917295ce"},
-    {file = "onnx-1.15.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d8a7c94d2ebead8f739fdb70d1ce5a71726f4e17b3e5b8ad64455ea1b2801a85"},
-    {file = "onnx-1.15.0-cp311-cp311-win32.whl", hash = "sha256:17dcfb86a8c6bdc3971443c29b023dd9c90ff1d15d8baecee0747a6b7f74e650"},
-    {file = "onnx-1.15.0-cp311-cp311-win_amd64.whl", hash = "sha256:60a3e28747e305cd2e766e6a53a0a6d952cf9e72005ec6023ce5e07666676a4e"},
-    {file = "onnx-1.15.0-cp38-cp38-macosx_10_12_universal2.whl", hash = "sha256:6b5c798d9e0907eaf319e3d3e7c89a2ed9a854bcb83da5fefb6d4c12d5e90721"},
-    {file = "onnx-1.15.0-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:a4f774ff50092fe19bd8f46b2c9b27b1d30fbd700c22abde48a478142d464322"},
-    {file = "onnx-1.15.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2b0e7f3938f2d994c34616bfb8b4b1cebbc4a0398483344fe5e9f2fe95175e6"},
-    {file = "onnx-1.15.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49cebebd0020a4b12c1dd0909d426631212ef28606d7e4d49463d36abe7639ad"},
-    {file = "onnx-1.15.0-cp38-cp38-win32.whl", hash = "sha256:1fdf8a3ff75abc2b32c83bf27fb7c18d6b976c9c537263fadd82b9560fe186fa"},
-    {file = "onnx-1.15.0-cp38-cp38-win_amd64.whl", hash = "sha256:763e55c26e8de3a2dce008d55ae81b27fa8fb4acbb01a29b9f3c01f200c4d676"},
-    {file = "onnx-1.15.0-cp39-cp39-macosx_10_12_universal2.whl", hash = "sha256:b2d5e802837629fc9c86f19448d19dd04d206578328bce202aeb3d4bedab43c4"},
-    {file = "onnx-1.15.0-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:9a9cfbb5e5d5d88f89d0dfc9df5fb858899db874e1d5ed21e76c481f3cafc90d"},
-    {file = "onnx-1.15.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3f472bbe5cb670a0a4a4db08f41fde69b187a009d0cb628f964840d3f83524e9"},
-    {file = "onnx-1.15.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bf2de9bef64792e5b8080c678023ac7d2b9e05d79a3e17e92cf6a4a624831d2"},
-    {file = "onnx-1.15.0-cp39-cp39-win32.whl", hash = "sha256:ef4d9eb44b111e69e4534f3233fc2c13d1e26920d24ae4359d513bd54694bc6d"},
-    {file = "onnx-1.15.0-cp39-cp39-win_amd64.whl", hash = "sha256:95d7a3e2d79d371e272e39ae3f7547e0b116d0c7f774a4004e97febe6c93507f"},
-    {file = "onnx-1.15.0.tar.gz", hash = "sha256:b18461a7d38f286618ca2a6e78062a2a9c634ce498e631e708a8041b00094825"},
+    {file = "onnx-1.16.0-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:9eadbdce25b19d6216f426d6d99b8bc877a65ed92cbef9707751c6669190ba4f"},
+    {file = "onnx-1.16.0-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:034ae21a2aaa2e9c14119a840d2926d213c27aad29e5e3edaa30145a745048e1"},
+    {file = "onnx-1.16.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ec22a43d74eb1f2303373e2fbe7fbcaa45fb225f4eb146edfed1356ada7a9aea"},
+    {file = "onnx-1.16.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:298f28a2b5ac09145fa958513d3d1e6b349ccf86a877dbdcccad57713fe360b3"},
+    {file = "onnx-1.16.0-cp310-cp310-win32.whl", hash = "sha256:66300197b52beca08bc6262d43c103289c5d45fde43fb51922ed1eb83658cf0c"},
+    {file = "onnx-1.16.0-cp310-cp310-win_amd64.whl", hash = "sha256:ae0029f5e47bf70a1a62e7f88c80bca4ef39b844a89910039184221775df5e43"},
+    {file = "onnx-1.16.0-cp311-cp311-macosx_10_15_universal2.whl", hash = "sha256:f51179d4af3372b4f3800c558d204b592c61e4b4a18b8f61e0eea7f46211221a"},
+    {file = "onnx-1.16.0-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:5202559070afec5144332db216c20f2fff8323cf7f6512b0ca11b215eacc5bf3"},
+    {file = "onnx-1.16.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77579e7c15b4df39d29465b216639a5f9b74026bdd9e4b6306cd19a32dcfe67c"},
+    {file = "onnx-1.16.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0e60ca76ac24b65c25860d0f2d2cdd96d6320d062a01dd8ce87c5743603789b8"},
+    {file = "onnx-1.16.0-cp311-cp311-win32.whl", hash = "sha256:81b4ee01bc554e8a2b11ac6439882508a5377a1c6b452acd69a1eebb83571117"},
+    {file = "onnx-1.16.0-cp311-cp311-win_amd64.whl", hash = "sha256:7449241e70b847b9c3eb8dae622df8c1b456d11032a9d7e26e0ee8a698d5bf86"},
+    {file = "onnx-1.16.0-cp312-cp312-macosx_10_15_universal2.whl", hash = "sha256:03a627488b1a9975d95d6a55582af3e14c7f3bb87444725b999935ddd271d352"},
+    {file = "onnx-1.16.0-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:c392faeabd9283ee344ccb4b067d1fea9dfc614fa1f0de7c47589efd79e15e78"},
+    {file = "onnx-1.16.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0efeb46985de08f0efe758cb54ad3457e821a05c2eaf5ba2ccb8cd1602c08084"},
+    {file = "onnx-1.16.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ddf14a3d32234f23e44abb73a755cb96a423fac7f004e8f046f36b10214151ee"},
+    {file = "onnx-1.16.0-cp312-cp312-win32.whl", hash = "sha256:62a2e27ae8ba5fc9b4a2620301446a517b5ffaaf8566611de7a7c2160f5bcf4c"},
+    {file = "onnx-1.16.0-cp312-cp312-win_amd64.whl", hash = "sha256:3e0860fea94efde777e81a6f68f65761ed5e5f3adea2e050d7fbe373a9ae05b3"},
+    {file = "onnx-1.16.0-cp38-cp38-macosx_10_15_universal2.whl", hash = "sha256:70a90649318f3470985439ea078277c9fb2a2e6e2fd7c8f3f2b279402ad6c7e6"},
+    {file = "onnx-1.16.0-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:71839546b7f93be4fa807995b182ab4b4414c9dbf049fee11eaaced16fcf8df2"},
+    {file = "onnx-1.16.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7665217c45a61eb44718c8e9349d2ad004efa0cb9fbc4be5c6d5e18b9fe12b52"},
+    {file = "onnx-1.16.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e5752bbbd5717304a7643643dba383a2fb31e8eb0682f4e7b7d141206328a73b"},
+    {file = "onnx-1.16.0-cp38-cp38-win32.whl", hash = "sha256:257858cbcb2055284f09fa2ae2b1cfd64f5850367da388d6e7e7b05920a40c90"},
+    {file = "onnx-1.16.0-cp38-cp38-win_amd64.whl", hash = "sha256:209fe84995a28038e29ae8369edd35f33e0ef1ebc3bddbf6584629823469deb1"},
+    {file = "onnx-1.16.0-cp39-cp39-macosx_10_15_universal2.whl", hash = "sha256:8cf3e518b1b1b960be542e7c62bed4e5219e04c85d540817b7027029537dec92"},
+    {file = "onnx-1.16.0-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:30f02beaf081c7d9fa3a8c566a912fc4408e28fc33b1452d58f890851691d364"},
+    {file = "onnx-1.16.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7fb29a9a692b522deef1f6b8f2145da62c0c43ea1ed5b4c0f66f827fdc28847d"},
+    {file = "onnx-1.16.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7755cbd5f4e47952e37276ea5978a46fc8346684392315902b5ed4a719d87d06"},
+    {file = "onnx-1.16.0-cp39-cp39-win32.whl", hash = "sha256:7532343dc5b8b5e7c3e3efa441a3100552f7600155c4db9120acd7574f64ffbf"},
+    {file = "onnx-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:d7886c05aa6d583ec42f6287678923c1e343afc4350e49d5b36a0023772ffa22"},
+    {file = "onnx-1.16.0.tar.gz", hash = "sha256:237c6987c6c59d9f44b6136f5819af79574f8d96a760a1fa843bede11f3822f7"},
 ]

 [package.dependencies]
-numpy = "*"
+numpy = ">=1.20"
 protobuf = ">=3.20.2"

 [package.extras]
@@ -2158,13 +2161,13 @@ testing = ["pytest", "pytest-benchmark"]

 [[package]]
 name = "pre-commit"
-version = "3.6.2"
+version = "3.7.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "pre_commit-3.6.2-py2.py3-none-any.whl", hash = "sha256:ba637c2d7a670c10daedc059f5c49b5bd0aadbccfcd7ec15592cf9665117532c"},
-    {file = "pre_commit-3.6.2.tar.gz", hash = "sha256:c3ef34f463045c88658c5b99f38c1e297abdcc0ff13f98d3370055fbbfabc67e"},
+    {file = "pre_commit-3.7.0-py2.py3-none-any.whl", hash = "sha256:5eae9e10c2b5ac51577c3452ec0a490455c45a0533f7960f993a0d01e59decab"},
+    {file = "pre_commit-3.7.0.tar.gz", hash = "sha256:e209d61b8acdcf742404408531f0c37d49d2c734fd7cff2d6076083d191cb060"},
 ]

 [package.dependencies]
@@ -2204,22 +2207,22 @@ wcwidth = "*"

 [[package]]
 name = "protobuf"
-version = "4.25.3"
+version = "5.26.1"
 description = ""
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "protobuf-4.25.3-cp310-abi3-win32.whl", hash = "sha256:d4198877797a83cbfe9bffa3803602bbe1625dc30d8a097365dbc762e5790faa"},
-    {file = "protobuf-4.25.3-cp310-abi3-win_amd64.whl", hash = "sha256:209ba4cc916bab46f64e56b85b090607a676f66b473e6b762e6f1d9d591eb2e8"},
-    {file = "protobuf-4.25.3-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:f1279ab38ecbfae7e456a108c5c0681e4956d5b1090027c1de0f934dfdb4b35c"},
-    {file = "protobuf-4.25.3-cp37-abi3-manylinux2014_aarch64.whl", hash = "sha256:e7cb0ae90dd83727f0c0718634ed56837bfeeee29a5f82a7514c03ee1364c019"},
-    {file = "protobuf-4.25.3-cp37-abi3-manylinux2014_x86_64.whl", hash = "sha256:7c8daa26095f82482307bc717364e7c13f4f1c99659be82890dcfc215194554d"},
-    {file = "protobuf-4.25.3-cp38-cp38-win32.whl", hash = "sha256:f4f118245c4a087776e0a8408be33cf09f6c547442c00395fbfb116fac2f8ac2"},
-    {file = "protobuf-4.25.3-cp38-cp38-win_amd64.whl", hash = "sha256:c053062984e61144385022e53678fbded7aea14ebb3e0305ae3592fb219ccfa4"},
-    {file = "protobuf-4.25.3-cp39-cp39-win32.whl", hash = "sha256:19b270aeaa0099f16d3ca02628546b8baefe2955bbe23224aaf856134eccf1e4"},
-    {file = "protobuf-4.25.3-cp39-cp39-win_amd64.whl", hash = "sha256:e3c97a1555fd6388f857770ff8b9703083de6bf1f9274a002a332d65fbb56c8c"},
-    {file = "protobuf-4.25.3-py3-none-any.whl", hash = "sha256:f0700d54bcf45424477e46a9f0944155b46fb0639d69728739c0e47bab83f2b9"},
-    {file = "protobuf-4.25.3.tar.gz", hash = "sha256:25b5d0b42fd000320bd7830b349e3b696435f3b329810427a6bcce6a5492cc5c"},
+    {file = "protobuf-5.26.1-cp310-abi3-win32.whl", hash = "sha256:3c388ea6ddfe735f8cf69e3f7dc7611e73107b60bdfcf5d0f024c3ccd3794e23"},
+    {file = "protobuf-5.26.1-cp310-abi3-win_amd64.whl", hash = "sha256:e6039957449cb918f331d32ffafa8eb9255769c96aa0560d9a5bf0b4e00a2a33"},
+    {file = "protobuf-5.26.1-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:38aa5f535721d5bb99861166c445c4105c4e285c765fbb2ac10f116e32dcd46d"},
+    {file = "protobuf-5.26.1-cp37-abi3-manylinux2014_aarch64.whl", hash = "sha256:fbfe61e7ee8c1860855696e3ac6cfd1b01af5498facc6834fcc345c9684fb2ca"},
+    {file = "protobuf-5.26.1-cp37-abi3-manylinux2014_x86_64.whl", hash = "sha256:f7417703f841167e5a27d48be13389d52ad705ec09eade63dfc3180a959215d7"},
+    {file = "protobuf-5.26.1-cp38-cp38-win32.whl", hash = "sha256:d693d2504ca96750d92d9de8a103102dd648fda04540495535f0fec7577ed8fc"},
+    {file = "protobuf-5.26.1-cp38-cp38-win_amd64.whl", hash = "sha256:9b557c317ebe6836835ec4ef74ec3e994ad0894ea424314ad3552bc6e8835b4e"},
+    {file = "protobuf-5.26.1-cp39-cp39-win32.whl", hash = "sha256:b9ba3ca83c2e31219ffbeb9d76b63aad35a3eb1544170c55336993d7a18ae72c"},
+    {file = "protobuf-5.26.1-cp39-cp39-win_amd64.whl", hash = "sha256:7ee014c2c87582e101d6b54260af03b6596728505c79f17c8586e7523aaa8f8c"},
+    {file = "protobuf-5.26.1-py3-none-any.whl", hash = "sha256:da612f2720c0183417194eeaa2523215c4fcc1a1949772dc65f05047e08d5932"},
+    {file = "protobuf-5.26.1.tar.gz", hash = "sha256:8ca2a1d97c290ec7b16e4e5dff2e5ae150cc1582f55b5ab300d45cb0dfa90e51"},
 ]

 [[package]]
@@ -2438,7 +2441,6 @@ files = [
    {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:69b023b2b4daa7548bcfbd4aa3da05b3a74b772db9e23b982788168117739938"},
    {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:81e0b275a9ecc9c0c0c07b4b90ba548307583c125f54d5b6946cfee6360c733d"},
    {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba336e390cd8e4d1739f42dfe9bb83a3cc2e80f567d8805e11b46f4a943f5515"},
-    {file = "PyYAML-6.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:326c013efe8048858a6d312ddd31d56e468118ad4cdeda36c719bf5bb6192290"},
    {file = "PyYAML-6.0.1-cp310-cp310-win32.whl", hash = "sha256:bd4af7373a854424dabd882decdc5579653d7868b8fb26dc7d0e99f823aa5924"},
    {file = "PyYAML-6.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d"},
    {file = "PyYAML-6.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6965a7bc3cf88e5a1c3bd2e0b5c22f8d677dc88a455344035f03399034eb3007"},
@@ -2446,16 +2448,8 @@ files = [
    {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42f8152b8dbc4fe7d96729ec2b99c7097d656dc1213a3229ca5383f973a5ed6d"},
    {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:062582fca9fabdd2c8b54a3ef1c978d786e0f6b3a1510e0ac93ef59e0ddae2bc"},
    {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d2b04aac4d386b172d5b9692e2d2da8de7bfb6c387fa4f801fbf6fb2e6ba4673"},
-    {file = "PyYAML-6.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b"},
    {file = "PyYAML-6.0.1-cp311-cp311-win32.whl", hash = "sha256:1635fd110e8d85d55237ab316b5b011de701ea0f29d07611174a1b42f1444741"},
    {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"},
-    {file = "PyYAML-6.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:0d3304d8c0adc42be59c5f8a4d9e3d7379e6955ad754aa9d6ab7a398b59dd1df"},
    {file = "PyYAML-6.0.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:50550eb667afee136e9a77d6dc71ae76a44df8b3e51e41b77f6de2932bfe0f47"},
    {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fe35611261b29bd1de0070f0b2f47cb6ff71fa6595c077e42bd0c419fa27b98"},
    {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:704219a11b772aea0d8ecd7058d0082713c3562b4e271b849ad7dc4a5c90c13c"},
@@ -2472,7 +2466,6 @@ files = [
    {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a0cd17c15d3bb3fa06978b4e8958dcdc6e0174ccea823003a106c7d4d7899ac5"},
    {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:28c119d996beec18c05208a8bd78cbe4007878c6dd15091efb73a30e90539696"},
    {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7e07cbde391ba96ab58e532ff4803f79c4129397514e1413a7dc761ccd755735"},
-    {file = "PyYAML-6.0.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:49a183be227561de579b4a36efbb21b3eab9651dd81b1858589f796549873dd6"},
    {file = "PyYAML-6.0.1-cp38-cp38-win32.whl", hash = "sha256:184c5108a2aca3c5b3d3bf9395d50893a7ab82a38004c8f61c258d4428e80206"},
    {file = "PyYAML-6.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:1e2722cc9fbb45d9b87631ac70924c11d3a401b2d7f410cc0e3bbf249f2dca62"},
    {file = "PyYAML-6.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9eb6caa9a297fc2c2fb8862bc5370d0303ddba53ba97e71f08023b6cd73d16a8"},
@@ -2480,7 +2473,6 @@ files = [
    {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5773183b6446b2c99bb77e77595dd486303b4faab2b086e7b17bc6bef28865f6"},
    {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b786eecbdf8499b9ca1d697215862083bd6d2a99965554781d0d8d1ad31e13a0"},
    {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc1bf2925a1ecd43da378f4db9e4f799775d6367bdb94671027b73b393a7c42c"},
-    {file = "PyYAML-6.0.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:04ac92ad1925b2cff1db0cfebffb6ffc43457495c9b3c39d3fcae417d7125dc5"},
    {file = "PyYAML-6.0.1-cp39-cp39-win32.whl", hash = "sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c"},
    {file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"},
    {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
@@ -2607,13 +2599,13 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}

 [[package]]
 name = "referencing"
-version = "0.33.0"
+version = "0.34.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "referencing-0.33.0-py3-none-any.whl", hash = "sha256:39240f2ecc770258f28b642dd47fd74bc8b02484de54e1882b74b35ebd779bd5"},
-    {file = "referencing-0.33.0.tar.gz", hash = "sha256:c775fedf74bc0f9189c2a3be1c12fd03e8c23f4d371dce795df44e06c5b412f7"},
+    {file = "referencing-0.34.0-py3-none-any.whl", hash = "sha256:d53ae300ceddd3169f1ffa9caf2cb7b769e92657e4fafb23d34b93679116dfd4"},
+    {file = "referencing-0.34.0.tar.gz", hash = "sha256:5773bd84ef41799a5a8ca72dc34590c041eb01bf9aa02632b4a973fb0181a844"},
 ]

 [package.dependencies]
@@ -2878,28 +2870,28 @@ files = [

 [[package]]
 name = "ruff"
-version = "0.2.2"
+version = "0.3.4"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "ruff-0.2.2-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:0a9efb032855ffb3c21f6405751d5e147b0c6b631e3ca3f6b20f917572b97eb6"},
-    {file = "ruff-0.2.2-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:d450b7fbff85913f866a5384d8912710936e2b96da74541c82c1b458472ddb39"},
-    {file = "ruff-0.2.2-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ecd46e3106850a5c26aee114e562c329f9a1fbe9e4821b008c4404f64ff9ce73"},
-    {file = "ruff-0.2.2-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5e22676a5b875bd72acd3d11d5fa9075d3a5f53b877fe7b4793e4673499318ba"},
-    {file = "ruff-0.2.2-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1695700d1e25a99d28f7a1636d85bafcc5030bba9d0578c0781ba1790dbcf51c"},
-    {file = "ruff-0.2.2-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:b0c232af3d0bd8f521806223723456ffebf8e323bd1e4e82b0befb20ba18388e"},
-    {file = "ruff-0.2.2-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f63d96494eeec2fc70d909393bcd76c69f35334cdbd9e20d089fb3f0640216ca"},
-    {file = "ruff-0.2.2-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6a61ea0ff048e06de273b2e45bd72629f470f5da8f71daf09fe481278b175001"},
-    {file = "ruff-0.2.2-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5e1439c8f407e4f356470e54cdecdca1bd5439a0673792dbe34a2b0a551a2fe3"},
-    {file = "ruff-0.2.2-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:940de32dc8853eba0f67f7198b3e79bc6ba95c2edbfdfac2144c8235114d6726"},
-    {file = "ruff-0.2.2-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:0c126da55c38dd917621552ab430213bdb3273bb10ddb67bc4b761989210eb6e"},
-    {file = "ruff-0.2.2-py3-none-musllinux_1_2_i686.whl", hash = "sha256:3b65494f7e4bed2e74110dac1f0d17dc8e1f42faaa784e7c58a98e335ec83d7e"},
-    {file = "ruff-0.2.2-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:1ec49be4fe6ddac0503833f3ed8930528e26d1e60ad35c2446da372d16651ce9"},
-    {file = "ruff-0.2.2-py3-none-win32.whl", hash = "sha256:d920499b576f6c68295bc04e7b17b6544d9d05f196bb3aac4358792ef6f34325"},
-    {file = "ruff-0.2.2-py3-none-win_amd64.whl", hash = "sha256:cc9a91ae137d687f43a44c900e5d95e9617cb37d4c989e462980ba27039d239d"},
-    {file = "ruff-0.2.2-py3-none-win_arm64.whl", hash = "sha256:c9d15fc41e6054bfc7200478720570078f0b41c9ae4f010bcc16bd6f4d1aacdd"},
-    {file = "ruff-0.2.2.tar.gz", hash = "sha256:e62ed7f36b3068a30ba39193a14274cd706bc486fad521276458022f7bccb31d"},
+    {file = "ruff-0.3.4-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:60c870a7d46efcbc8385d27ec07fe534ac32f3b251e4fc44b3cbfd9e09609ef4"},
+    {file = "ruff-0.3.4-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:6fc14fa742e1d8f24910e1fff0bd5e26d395b0e0e04cc1b15c7c5e5fe5b4af91"},
+    {file = "ruff-0.3.4-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d3ee7880f653cc03749a3bfea720cf2a192e4f884925b0cf7eecce82f0ce5854"},
+    {file = "ruff-0.3.4-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:cf133dd744f2470b347f602452a88e70dadfbe0fcfb5fd46e093d55da65f82f7"},
+    {file = "ruff-0.3.4-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3f3860057590e810c7ffea75669bdc6927bfd91e29b4baa9258fd48b540a4365"},
+    {file = "ruff-0.3.4-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:986f2377f7cf12efac1f515fc1a5b753c000ed1e0a6de96747cdf2da20a1b369"},
+    {file = "ruff-0.3.4-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c4fd98e85869603e65f554fdc5cddf0712e352fe6e61d29d5a6fe087ec82b76c"},
+    {file = "ruff-0.3.4-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:64abeed785dad51801b423fa51840b1764b35d6c461ea8caef9cf9e5e5ab34d9"},
+    {file = "ruff-0.3.4-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:df52972138318bc7546d92348a1ee58449bc3f9eaf0db278906eb511889c4b50"},
+    {file = "ruff-0.3.4-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:98e98300056445ba2cc27d0b325fd044dc17fcc38e4e4d2c7711585bd0a958ed"},
+    {file = "ruff-0.3.4-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:519cf6a0ebed244dce1dc8aecd3dc99add7a2ee15bb68cf19588bb5bf58e0488"},
+    {file = "ruff-0.3.4-py3-none-musllinux_1_2_i686.whl", hash = "sha256:bb0acfb921030d00070539c038cd24bb1df73a2981e9f55942514af8b17be94e"},
+    {file = "ruff-0.3.4-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:cf187a7e7098233d0d0c71175375c5162f880126c4c716fa28a8ac418dcf3378"},
+    {file = "ruff-0.3.4-py3-none-win32.whl", hash = "sha256:af27ac187c0a331e8ef91d84bf1c3c6a5dea97e912a7560ac0cef25c526a4102"},
+    {file = "ruff-0.3.4-py3-none-win_amd64.whl", hash = "sha256:de0d5069b165e5a32b3c6ffbb81c350b1e3d3483347196ffdf86dc0ef9e37dd6"},
+    {file = "ruff-0.3.4-py3-none-win_arm64.whl", hash = "sha256:6810563cc08ad0096b57c717bd78aeac888a1bfd38654d9113cb3dc4d3f74232"},
+    {file = "ruff-0.3.4.tar.gz", hash = "sha256:f0f4484c6541a99862b693e13a151435a279b271cff20e37101116a21e2a1ad1"},
 ]

 [[package]]
@@ -3245,13 +3237,13 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,

 [[package]]
 name = "types-python-dateutil"
-version = "2.8.19.20240311"
+version = "2.9.0.20240316"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-python-dateutil-2.8.19.20240311.tar.gz", hash = "sha256:51178227bbd4cbec35dc9adffbf59d832f20e09842d7dcb8c73b169b8780b7cb"},
-    {file = "types_python_dateutil-2.8.19.20240311-py3-none-any.whl", hash = "sha256:ef813da0809aca76472ca88807addbeea98b19339aebe56159ae2f4b4f70857a"},
+    {file = "types-python-dateutil-2.9.0.20240316.tar.gz", hash = "sha256:5d2f2e240b86905e40944dd787db6da9263f0deabef1076ddaed797351ec0202"},
+    {file = "types_python_dateutil-2.9.0.20240316-py3-none-any.whl", hash = "sha256:6b8cb66d960771ce5ff974e9dd45e38facb81718cc1e208b10b1baccbfdbee3b"},
 ]

 [[package]]
@@ -3426,13 +3418,13 @@ dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]

 [[package]]
 name = "zipp"
-version = "3.18.0"
+version = "3.18.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.18.0-py3-none-any.whl", hash = "sha256:c1bb803ed69d2cce2373152797064f7e79bc43f0a3748eb494096a867e0ebf79"},
-    {file = "zipp-3.18.0.tar.gz", hash = "sha256:df8d042b02765029a09b157efd8e820451045890acc30f8e37dd2f94a060221f"},
+    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
+    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
 ]

 [package.extras]
@@ -3442,4 +3434,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.0,<3.13"
-content-hash = "791d690524cb9f690de5e42822ef6f7a5a3d1179e464eb2f36824a433406cf15"
+content-hash = "b71c2e05a840cee62f4d1a11c0377e93d735f473e13f684246c021e01c5368c3"
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,7 +26,7 @@ numpy = [

 [tool.poetry.group.dev.dependencies]
 pytest = "^7.4.2"
-ruff = "^0.2.2"
+ruff = "^0.3.1"
 notebook = ">=7.0.2"
 pre-commit = {version = "^3.6.2", python = ">=3.9,<3.12" }

@@ -43,4 +43,4 @@ requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"

 [tool.ruff]
-line-length = 120
+line-length = 99