From 25c25cced8df648f998738716533976bc610ce72 Mon Sep 17 00:00:00 2001
From: Matthijs van der Burgh <MatthijsBurgh@outlook.com>
Date: Thu, 27 Jun 2024 13:36:20 +0200
Subject: [PATCH 1/6] Small update

---
 facenet_pytorch/models/inception_resnet_v1.py | 96 ++++++++++---------
 facenet_pytorch/models/mtcnn.py               |  5 +-
 facenet_pytorch/models/utils/download.py      | 85 ++++++++--------
 .../models/utils/tensorflow2pytorch.py        | 12 +--
 facenet_pytorch/models/utils/training.py      | 49 ++++++----
 5 files changed, 139 insertions(+), 108 deletions(-)

diff --git a/facenet_pytorch/models/inception_resnet_v1.py b/facenet_pytorch/models/inception_resnet_v1.py
index 35c17232..408fb1f6 100644
--- a/facenet_pytorch/models/inception_resnet_v1.py
+++ b/facenet_pytorch/models/inception_resnet_v1.py
@@ -1,14 +1,23 @@
+from __future__ import annotations
+
 import os
+from pathlib import Path
+from typing import TYPE_CHECKING
 
 import torch
 from torch import nn
-from torch.nn import functional as F
+from torch.nn import functional as tv_functional
 
 from .utils.download import download_url_to_file
 
+if TYPE_CHECKING:
+    from torch.nn.common_types import _size_2_t
+
 
 class BasicConv2d(nn.Module):
-    def __init__(self, in_planes, out_planes, kernel_size, stride, padding=0):
+    def __init__(  # noqa: PLR0913
+        self, in_planes: int, out_planes: int, kernel_size: _size_2_t, stride: _size_2_t, padding: _size_2_t = 0
+    ) -> None:
         super().__init__()
         self.conv = nn.Conv2d(
             in_planes, out_planes, kernel_size=kernel_size, stride=stride, padding=padding, bias=False
@@ -21,15 +30,15 @@ def __init__(self, in_planes, out_planes, kernel_size, stride, padding=0):
         )
         self.relu = nn.ReLU(inplace=False)
 
-    def forward(self, x):
+    def forward(self, x: torch.Tensor) -> torch.Tensor:
         x = self.conv(x)
         x = self.bn(x)
         x = self.relu(x)
-        return x
+        return x  # noqa: RET504
 
 
 class Block35(nn.Module):
-    def __init__(self, scale=1.0):
+    def __init__(self, scale: float = 1.0) -> None:
         super().__init__()
 
         self.scale = scale
@@ -49,19 +58,18 @@ def __init__(self, scale=1.0):
         self.conv2d = nn.Conv2d(96, 256, kernel_size=1, stride=1)
         self.relu = nn.ReLU(inplace=False)
 
-    def forward(self, x):
+    def forward(self, x: torch.Tensor) -> torch.Tensor:
         x0 = self.branch0(x)
         x1 = self.branch1(x)
         x2 = self.branch2(x)
         out = torch.cat((x0, x1, x2), 1)
         out = self.conv2d(out)
         out = out * self.scale + x
-        out = self.relu(out)
-        return out
+        return self.relu(out)
 
 
 class Block17(nn.Module):
-    def __init__(self, scale=1.0):
+    def __init__(self, scale: float = 1.0) -> None:
         super().__init__()
 
         self.scale = scale
@@ -77,18 +85,17 @@ def __init__(self, scale=1.0):
         self.conv2d = nn.Conv2d(256, 896, kernel_size=1, stride=1)
         self.relu = nn.ReLU(inplace=False)
 
-    def forward(self, x):
+    def forward(self, x: torch.Tensor) -> torch.Tensor:
         x0 = self.branch0(x)
         x1 = self.branch1(x)
         out = torch.cat((x0, x1), 1)
         out = self.conv2d(out)
         out = out * self.scale + x
-        out = self.relu(out)
-        return out
+        return self.relu(out)
 
 
 class Block8(nn.Module):
-    def __init__(self, scale=1.0, noReLU=False):
+    def __init__(self, scale: float = 1.0, *, noReLU: bool = False) -> None:  # noqa: N803
         super().__init__()
 
         self.scale = scale
@@ -106,7 +113,7 @@ def __init__(self, scale=1.0, noReLU=False):
         if not self.noReLU:
             self.relu = nn.ReLU(inplace=False)
 
-    def forward(self, x):
+    def forward(self, x: torch.Tensor) -> torch.Tensor:
         x0 = self.branch0(x)
         x1 = self.branch1(x)
         out = torch.cat((x0, x1), 1)
@@ -117,8 +124,8 @@ def forward(self, x):
         return out
 
 
-class Mixed_6a(nn.Module):
-    def __init__(self):
+class Mixed6a(nn.Module):
+    def __init__(self) -> None:
         super().__init__()
 
         self.branch0 = BasicConv2d(256, 384, kernel_size=3, stride=2)
@@ -131,16 +138,15 @@ def __init__(self):
 
         self.branch2 = nn.MaxPool2d(3, stride=2)
 
-    def forward(self, x):
+    def forward(self, x: torch.Tensor) -> torch.Tensor:
         x0 = self.branch0(x)
         x1 = self.branch1(x)
         x2 = self.branch2(x)
-        out = torch.cat((x0, x1, x2), 1)
-        return out
+        return torch.cat((x0, x1, x2), 1)
 
 
-class Mixed_7a(nn.Module):
-    def __init__(self):
+class Mixed7a(nn.Module):
+    def __init__(self) -> None:
         super().__init__()
 
         self.branch0 = nn.Sequential(
@@ -159,13 +165,12 @@ def __init__(self):
 
         self.branch3 = nn.MaxPool2d(3, stride=2)
 
-    def forward(self, x):
+    def forward(self, x: torch.Tensor) -> torch.Tensor:
         x0 = self.branch0(x)
         x1 = self.branch1(x)
         x2 = self.branch2(x)
         x3 = self.branch3(x)
-        out = torch.cat((x0, x1, x2, x3), 1)
-        return out
+        return torch.cat((x0, x1, x2, x3), 1)
 
 
 class InceptionResnetV1(nn.Module):
@@ -187,7 +192,15 @@ class InceptionResnetV1(nn.Module):
         dropout_prob {float} -- Dropout probability. (default: {0.6})
     """
 
-    def __init__(self, pretrained=None, classify=False, num_classes=None, dropout_prob=0.6, device=None):
+    def __init__(  # noqa: PLR0913
+        self,
+        pretrained: str | None = None,
+        *,
+        classify: bool = False,
+        num_classes: int | None = None,
+        dropout_prob: float = 0.6,
+        device: torch.device | str | None = None,
+    ) -> None:
         super().__init__()
 
         # Set simple attributes
@@ -200,7 +213,8 @@ def __init__(self, pretrained=None, classify=False, num_classes=None, dropout_pr
         elif pretrained == "casia-webface":
             tmp_classes = 10575
         elif pretrained is None and self.classify and self.num_classes is None:
-            raise Exception('If "pretrained" is not specified and "classify" is True, "num_classes" must be specified')
+            msg = "If 'pretrained' is not specified and 'classify' is True, 'num_classes' must be specified"
+            raise ValueError(msg)
 
         # Define layers
         self.conv2d_1a = BasicConv2d(3, 32, kernel_size=3, stride=2)
@@ -213,7 +227,7 @@ def __init__(self, pretrained=None, classify=False, num_classes=None, dropout_pr
         self.repeat_1 = nn.Sequential(
             Block35(scale=0.17), Block35(scale=0.17), Block35(scale=0.17), Block35(scale=0.17), Block35(scale=0.17)
         )
-        self.mixed_6a = Mixed_6a()
+        self.mixed_6a = Mixed6a()
         self.repeat_2 = nn.Sequential(
             Block17(scale=0.10),
             Block17(scale=0.10),
@@ -226,7 +240,7 @@ def __init__(self, pretrained=None, classify=False, num_classes=None, dropout_pr
             Block17(scale=0.10),
             Block17(scale=0.10),
         )
-        self.mixed_7a = Mixed_7a()
+        self.mixed_7a = Mixed7a()
         self.repeat_3 = nn.Sequential(
             Block8(scale=0.20), Block8(scale=0.20), Block8(scale=0.20), Block8(scale=0.20), Block8(scale=0.20)
         )
@@ -248,7 +262,7 @@ def __init__(self, pretrained=None, classify=False, num_classes=None, dropout_pr
             self.device = device
             self.to(device)
 
-    def forward(self, x):
+    def forward(self, x: torch.Tensor) -> torch.Tensor:
         """Calculate embeddings or logits given a batch of input image tensors.
 
         Arguments:
@@ -274,10 +288,7 @@ def forward(self, x):
         x = self.dropout(x)
         x = self.last_linear(x.view(x.shape[0], -1))
         x = self.last_bn(x)
-        if self.classify:
-            x = self.logits(x)
-        else:
-            x = F.normalize(x, p=2, dim=1)
+        x = self.logits(x) if self.classify else tv_functional.normalize(x, p=2, dim=1)
         return x
 
 
@@ -296,21 +307,20 @@ def load_weights(mdl, name):
     elif name == "casia-webface":
         path = "https://github.com/timesler/facenet-pytorch/releases/download/v2.2.9/20180408-102900-casia-webface.pt"
     else:
-        raise ValueError('Pretrained models only exist for "vggface2" and "casia-webface"')
+        msg = "Pretrained models only exist for 'vggface2' and 'casia-webface'"
+        raise ValueError(msg)
 
-    model_dir = os.path.join(get_torch_home(), "checkpoints")
-    os.makedirs(model_dir, exist_ok=True)
+    model_dir = get_torch_home() / "checkpoints"
+    model_dir.mkdir(parents=True, exist_ok=True)
 
-    cached_file = os.path.join(model_dir, os.path.basename(path))
-    if not os.path.exists(cached_file):
+    cached_file = model_dir / Path(path).name
+    if not cached_file.exists():
         download_url_to_file(path, cached_file)
 
     state_dict = torch.load(cached_file)
     mdl.load_state_dict(state_dict)
 
 
-def get_torch_home():
-    torch_home = os.path.expanduser(
-        os.getenv("TORCH_HOME", os.path.join(os.getenv("XDG_CACHE_HOME", "~/.cache"), "torch"))
-    )
-    return torch_home
+def get_torch_home() -> Path:
+    """Get the torch cache directory."""
+    return Path(os.getenv("TORCH_HOME", Path(os.getenv("XDG_CACHE_HOME", "~/.cache")) / "torch")).expanduser()
diff --git a/facenet_pytorch/models/mtcnn.py b/facenet_pytorch/models/mtcnn.py
index 1c9eae45..7598cb1d 100644
--- a/facenet_pytorch/models/mtcnn.py
+++ b/facenet_pytorch/models/mtcnn.py
@@ -2,15 +2,18 @@
 
 import importlib.resources
 import os
+from typing import TYPE_CHECKING
 
 import numpy as np
 import torch
-from PIL.Image import Image
 from torch import nn
 
 import facenet_pytorch.data
 from facenet_pytorch.models.utils.detect_face import detect_face, extract_face, get_size
 
+if TYPE_CHECKING:
+    from PIL.Image import Image
+
 
 class PNet(nn.Module):
     """MTCNN PNet.
diff --git a/facenet_pytorch/models/utils/download.py b/facenet_pytorch/models/utils/download.py
index 6f30331d..418ebba9 100644
--- a/facenet_pytorch/models/utils/download.py
+++ b/facenet_pytorch/models/utils/download.py
@@ -1,18 +1,22 @@
 from __future__ import annotations
 
 import hashlib
-import os
 import shutil
 import tempfile
+from pathlib import Path
+from typing import TYPE_CHECKING
 from urllib.request import Request, urlopen
 
+if TYPE_CHECKING:
+    import _hashlib
+
 try:
     from tqdm.auto import tqdm  # automatically select proper tqdm submodule if available
 except ImportError:
     from tqdm import tqdm
 
 
-def download_url_to_file(url: str, dst: PathLike | str, hash_prefix=None, progress: bool = True) -> None:
+def download_url_to_file(url: str, dst: Path | str, hash_prefix: str | None = None, *, progress: bool = True) -> None:
     """Download object at the given URL to a local path.
 
     Args:
@@ -20,51 +24,54 @@ def download_url_to_file(url: str, dst: PathLike | str, hash_prefix=None, progre
         dst (string): Full path where object will be saved, e.g. `/tmp/temporary_file`
         hash_prefix (string, optional): If not None, the SHA256 downloaded file should start with `hash_prefix`.
             Default: None
-        progress (bool, optional): whether or not to display a progress bar to stderr
+        progress (bool, optional): whether to display a progress bar to stderr
             Default: True
     Example:
-        >>> torch.hub.download_url_to_file('https://s3.amazonaws.com/pytorch/models/resnet18-5c106cde.pth', '/tmp/temporary_file')
+        >>> torch.hub.download_url_to_file("https://s3.amazonaws.com/pytorch/models/resnet18-5c106cde.pth", "/tmp/temporary_file")
     """
     file_size = None
     # We use a different API for python2 since urllib(2) doesn't recognize the CA
     # certificates in older Python
-    req = Request(url, headers={"User-Agent": "torch.hub"})
-    u = urlopen(req)
-    meta = u.info()
-    if hasattr(meta, "getheaders"):
-        content_length = meta.getheaders("Content-Length")
-    else:
-        content_length = meta.get_all("Content-Length")
-    if content_length is not None and len(content_length) > 0:
-        file_size = int(content_length[0])
+    req = Request(url, headers={"User-Agent": "torch.hub"})  # noqa: S310
+    with urlopen(req) as response:  # noqa: S310
+        meta = response.info()
+        if hasattr(meta, "getheaders"):
+            content_length = meta.getheaders("Content-Length")
+        else:
+            content_length = meta.get_all("Content-Length")
+        if content_length is not None and len(content_length) > 0:
+            file_size = int(content_length[0])
 
-    # We deliberately save it in a temp file and move it after
-    # download is complete. This prevents a local working checkpoint
-    # being overridden by a broken download.
-    dst = os.path.expanduser(dst)
-    dst_dir = os.path.dirname(dst)
-    f = tempfile.NamedTemporaryFile(delete=False, dir=dst_dir)
+        # We deliberately save it in a temp file and move it after
+        # download is complete. This prevents a local working checkpoint
+        # being overridden by a broken download.
+        dst = dst.expanduser()
+        dst_dir = dst.parent
+        f = tempfile.NamedTemporaryFile(delete=False, dir=dst_dir)
 
-    try:
+        sha256: _hashlib.HASH | None = None
         if hash_prefix is not None:
             sha256 = hashlib.sha256()
-        with tqdm(total=file_size, disable=not progress, unit="B", unit_scale=True, unit_divisor=1024) as pbar:
-            while True:
-                buffer = u.read(8192)
-                if len(buffer) == 0:
-                    break
-                f.write(buffer)
-                if hash_prefix is not None:
-                    sha256.update(buffer)
-                pbar.update(len(buffer))
 
-        f.close()
-        if hash_prefix is not None:
-            digest = sha256.hexdigest()
-            if digest[: len(hash_prefix)] != hash_prefix:
-                raise RuntimeError(f'invalid hash value (expected "{hash_prefix}", got "{digest}")')
-        shutil.move(f.name, dst)
-    finally:
-        f.close()
-        if os.path.exists(f.name):
-            os.remove(f.name)
+        try:
+            with tqdm(total=file_size, disable=not progress, unit="B", unit_scale=True, unit_divisor=1024) as pbar:
+                while True:
+                    buffer = response.read(8192)
+                    if len(buffer) == 0:
+                        break
+                    f.write(buffer)
+                    if sha256 is not None:
+                        sha256.update(buffer)
+                    pbar.update(len(buffer))
+
+            f.close()
+            if sha256 is not None:
+                digest = sha256.hexdigest()
+                if digest[: len(hash_prefix)] != hash_prefix:
+                    msg = f"invalid hash value (expected '{hash_prefix}', got '{digest}')"
+                    raise RuntimeError(msg)
+            shutil.move(f.name, dst)
+        finally:
+            f.close()
+            if Path(f.name).exists():
+                Path(f.name).unlink()
diff --git a/facenet_pytorch/models/utils/tensorflow2pytorch.py b/facenet_pytorch/models/utils/tensorflow2pytorch.py
index 51aa4196..c8bf5eeb 100644
--- a/facenet_pytorch/models/utils/tensorflow2pytorch.py
+++ b/facenet_pytorch/models/utils/tensorflow2pytorch.py
@@ -31,8 +31,8 @@ def import_tf_params(tf_mdl_dir, sess):
     tf_layers = tf.trainable_variables()
     tf_params = sess.run(tf_layers)
 
-    tf_shapes = [p.shape for p in tf_params]
-    tf_layers = [l.name for l in tf_layers]
+    tf_shapes = [param.shape for param in tf_params]
+    tf_layers = [layer.name for layer in tf_layers]
 
     if not callable(tf_mdl_dir):
         path = os.path.join(tf_mdl_dir, "layer_description.json")
@@ -232,11 +232,11 @@ def compare_model_outputs(pt_mdl, sess, test_data):
 
 
 def compare_mtcnn(pt_mdl, tf_fun, sess, ind, test_data):
-    tf_mdls = tf_fun(sess)
-    tf_mdl = tf_mdls[ind]
+    tf_modules = tf_fun(sess)
+    tf_module = tf_modules[ind]
 
     print("\nPassing test data through TF model\n")
-    tf_output = tf_mdl(test_data.numpy())
+    tf_output = tf_module(test_data.numpy())
     tf_output = [torch.tensor(out) for out in tf_output]
     print("\n".join([str(o.view(-1)[:10]) for o in tf_output]))
 
@@ -368,7 +368,7 @@ def tensorflow2pytorch():
     }
 
     print("\nLoad PNet weights and save\n")
-    tf_mdl_dir = lambda sess: detect_face.create_mtcnn(sess, None)
+    tf_mdl_dir = lambda session: detect_face.create_mtcnn(session, None)
     mdl = PNet()
     data_name = "pnet"
     load_tf_model_weights(mdl, lookup_pnet, tf_mdl_dir, is_resnet=False, arg_num=0)
diff --git a/facenet_pytorch/models/utils/training.py b/facenet_pytorch/models/utils/training.py
index 90090c81..a0761f2f 100644
--- a/facenet_pytorch/models/utils/training.py
+++ b/facenet_pytorch/models/utils/training.py
@@ -1,7 +1,14 @@
+from __future__ import annotations
+
 import time
+from typing import TYPE_CHECKING, Callable
 
 import torch
 
+if TYPE_CHECKING:
+    import torch.utils.data
+    import torch.utils.tensorboard
+
 
 class Logger:
     def __init__(self, mode, length, calculate_mean=False):
@@ -11,7 +18,7 @@ def __init__(self, mode, length, calculate_mean=False):
         if self.calculate_mean:
             self.fn = lambda x, i: x / (i + 1)
         else:
-            self.fn = lambda x, i: x
+            self.fn = lambda x, _: x
 
     def __call__(self, loss, metrics, i):
         track_str = f"\r{self.mode} | {i + 1:5d}/{self.length:<5d}| "
@@ -24,6 +31,7 @@ def __call__(self, loss, metrics, i):
 
 class BatchTimer:
     """Batch timing class.
+
     Use this class for tracking training and testing time/rate per batch or per sample.
 
     Keyword Arguments:
@@ -33,13 +41,13 @@ class BatchTimer:
             (default: {True})
     """
 
-    def __init__(self, rate=True, per_sample=True):
+    def __init__(self, *, rate: bool = True, per_sample: bool = True):
         self.start = time.time()
         self.end = None
-        self.rate = rate
-        self.per_sample = per_sample
+        self.rate: bool = rate
+        self.per_sample: bool = per_sample
 
-    def __call__(self, y_pred, y):
+    def __call__(self, y_pred, y) -> torch.Tensor:
         self.end = time.time()
         elapsed = self.end - self.start
         self.start = self.end
@@ -59,38 +67,41 @@ def accuracy(logits, y):
 
 
 def pass_epoch(
-    model,
-    loss_fn,
-    loader,
-    optimizer=None,
-    scheduler=None,
-    batch_metrics={"time": BatchTimer()},
-    show_running=True,
-    device="cpu",
-    writer=None,
-):
+    model: torch.nn.Module,
+    loss_fn: Callable,
+    loader: torch.utils.data.DataLoader,
+    optimizer: torch.optim.Optimizer | None = None,
+    scheduler: torch.optim.lr_scheduler.LRScheduler = None,
+    batch_metrics: dict | None = None,
+    writer: torch.utils.tensorboard.SummaryWriter = None,
+    device: torch.device | str = "cpu",
+    *,
+    show_running: bool = True,
+) -> tuple[torch.Tensor, dict]:
     """Train or evaluate over a data epoch.
 
     Arguments:
         model {torch.nn.Module} -- Pytorch model.
         loss_fn {callable} -- A function to compute (scalar) loss.
         loader {torch.utils.data.DataLoader} -- A pytorch data loader.
-
-    Keyword Arguments:
         optimizer {torch.optim.Optimizer} -- A pytorch optimizer.
         scheduler {torch.optim.lr_scheduler._LRScheduler} -- LR scheduler (default: {None})
         batch_metrics {dict} -- Dictionary of metric functions to call on each batch. The default
             is a simple timer. A progressive average of these metrics, along with the average
             loss, is printed every batch. (default: {{'time': iter_timer()}})
+        writer {torch.utils.tensorboard.SummaryWriter} -- Tensorboard SummaryWriter. (default: {None})
+
+    Keyword Arguments:
+        device {str or torch.device} -- Device for pytorch to use. (default: {'cpu'})
         show_running {bool} -- Whether or not to print losses and metrics for the current batch
             or rolling averages. (default: {False})
-        device {str or torch.device} -- Device for pytorch to use. (default: {'cpu'})
-        writer {torch.utils.tensorboard.SummaryWriter} -- Tensorboard SummaryWriter. (default: {None})
 
     Returns:
         tuple(torch.Tensor, dict) -- A tuple of the average loss and a dictionary of average
             metric values across the epoch.
     """
+    if batch_metrics is None:
+        batch_metrics = {"time": BatchTimer()}
     mode = "Train" if model.training else "Valid"
     logger = Logger(mode, length=len(loader), calculate_mean=show_running)
     loss = 0

From 5367a4883d6e9c9a1f5afc47fcad2355483f70f4 Mon Sep 17 00:00:00 2001
From: Matthijs van der Burgh <MatthijsBurgh@outlook.com>
Date: Fri, 28 Jun 2024 08:50:47 +0200
Subject: [PATCH 2/6] (CI) fix typo

---
 .github/workflows/python.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
index d3b9360d..47342f87 100644
--- a/.github/workflows/python.yml
+++ b/.github/workflows/python.yml
@@ -21,7 +21,7 @@ jobs:
     - name: Install Poetry
       uses: snok/install-poetry@v1
       with:
-        virtualenv-create: true
+        virtualenvs-create: true
         virtualenvs-in-project: true
     - name: Poetry cache
       id: poetry_cache

From d15b341efad9e4c19cebe5764c25385a5b53a2e6 Mon Sep 17 00:00:00 2001
From: Matthijs van der Burgh <MatthijsBurgh@outlook.com>
Date: Fri, 28 Jun 2024 10:42:26 +0200
Subject: [PATCH 3/6] Dependency update

---
 poetry.lock | 320 ++++++++++++++++++++++++++--------------------------
 1 file changed, 160 insertions(+), 160 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b72466a0..b287cdd8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -574,63 +574,63 @@ test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 
 [[package]]
 name = "coverage"
-version = "7.5.3"
+version = "7.5.4"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "coverage-7.5.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a6519d917abb15e12380406d721e37613e2a67d166f9fb7e5a8ce0375744cd45"},
-    {file = "coverage-7.5.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:aea7da970f1feccf48be7335f8b2ca64baf9b589d79e05b9397a06696ce1a1ec"},
-    {file = "coverage-7.5.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:923b7b1c717bd0f0f92d862d1ff51d9b2b55dbbd133e05680204465f454bb286"},
-    {file = "coverage-7.5.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:62bda40da1e68898186f274f832ef3e759ce929da9a9fd9fcf265956de269dbc"},
-    {file = "coverage-7.5.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d8b7339180d00de83e930358223c617cc343dd08e1aa5ec7b06c3a121aec4e1d"},
-    {file = "coverage-7.5.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:25a5caf742c6195e08002d3b6c2dd6947e50efc5fc2c2205f61ecb47592d2d83"},
-    {file = "coverage-7.5.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:05ac5f60faa0c704c0f7e6a5cbfd6f02101ed05e0aee4d2822637a9e672c998d"},
-    {file = "coverage-7.5.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:239a4e75e09c2b12ea478d28815acf83334d32e722e7433471fbf641c606344c"},
-    {file = "coverage-7.5.3-cp310-cp310-win32.whl", hash = "sha256:a5812840d1d00eafae6585aba38021f90a705a25b8216ec7f66aebe5b619fb84"},
-    {file = "coverage-7.5.3-cp310-cp310-win_amd64.whl", hash = "sha256:33ca90a0eb29225f195e30684ba4a6db05dbef03c2ccd50b9077714c48153cac"},
-    {file = "coverage-7.5.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f81bc26d609bf0fbc622c7122ba6307993c83c795d2d6f6f6fd8c000a770d974"},
-    {file = "coverage-7.5.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7cec2af81f9e7569280822be68bd57e51b86d42e59ea30d10ebdbb22d2cb7232"},
-    {file = "coverage-7.5.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55f689f846661e3f26efa535071775d0483388a1ccfab899df72924805e9e7cd"},
-    {file = "coverage-7.5.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:50084d3516aa263791198913a17354bd1dc627d3c1639209640b9cac3fef5807"},
-    {file = "coverage-7.5.3-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:341dd8f61c26337c37988345ca5c8ccabeff33093a26953a1ac72e7d0103c4fb"},
-    {file = "coverage-7.5.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ab0b028165eea880af12f66086694768f2c3139b2c31ad5e032c8edbafca6ffc"},
-    {file = "coverage-7.5.3-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:5bc5a8c87714b0c67cfeb4c7caa82b2d71e8864d1a46aa990b5588fa953673b8"},
-    {file = "coverage-7.5.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:38a3b98dae8a7c9057bd91fbf3415c05e700a5114c5f1b5b0ea5f8f429ba6614"},
-    {file = "coverage-7.5.3-cp311-cp311-win32.whl", hash = "sha256:fcf7d1d6f5da887ca04302db8e0e0cf56ce9a5e05f202720e49b3e8157ddb9a9"},
-    {file = "coverage-7.5.3-cp311-cp311-win_amd64.whl", hash = "sha256:8c836309931839cca658a78a888dab9676b5c988d0dd34ca247f5f3e679f4e7a"},
-    {file = "coverage-7.5.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:296a7d9bbc598e8744c00f7a6cecf1da9b30ae9ad51c566291ff1314e6cbbed8"},
-    {file = "coverage-7.5.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:34d6d21d8795a97b14d503dcaf74226ae51eb1f2bd41015d3ef332a24d0a17b3"},
-    {file = "coverage-7.5.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8e317953bb4c074c06c798a11dbdd2cf9979dbcaa8ccc0fa4701d80042d4ebf1"},
-    {file = "coverage-7.5.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:705f3d7c2b098c40f5b81790a5fedb274113373d4d1a69e65f8b68b0cc26f6db"},
-    {file = "coverage-7.5.3-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b1196e13c45e327d6cd0b6e471530a1882f1017eb83c6229fc613cd1a11b53cd"},
-    {file = "coverage-7.5.3-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:015eddc5ccd5364dcb902eaecf9515636806fa1e0d5bef5769d06d0f31b54523"},
-    {file = "coverage-7.5.3-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:fd27d8b49e574e50caa65196d908f80e4dff64d7e592d0c59788b45aad7e8b35"},
-    {file = "coverage-7.5.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:33fc65740267222fc02975c061eb7167185fef4cc8f2770267ee8bf7d6a42f84"},
-    {file = "coverage-7.5.3-cp312-cp312-win32.whl", hash = "sha256:7b2a19e13dfb5c8e145c7a6ea959485ee8e2204699903c88c7d25283584bfc08"},
-    {file = "coverage-7.5.3-cp312-cp312-win_amd64.whl", hash = "sha256:0bbddc54bbacfc09b3edaec644d4ac90c08ee8ed4844b0f86227dcda2d428fcb"},
-    {file = "coverage-7.5.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f78300789a708ac1f17e134593f577407d52d0417305435b134805c4fb135adb"},
-    {file = "coverage-7.5.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b368e1aee1b9b75757942d44d7598dcd22a9dbb126affcbba82d15917f0cc155"},
-    {file = "coverage-7.5.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f836c174c3a7f639bded48ec913f348c4761cbf49de4a20a956d3431a7c9cb24"},
-    {file = "coverage-7.5.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:244f509f126dc71369393ce5fea17c0592c40ee44e607b6d855e9c4ac57aac98"},
-    {file = "coverage-7.5.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c4c2872b3c91f9baa836147ca33650dc5c172e9273c808c3c3199c75490e709d"},
-    {file = "coverage-7.5.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:dd4b3355b01273a56b20c219e74e7549e14370b31a4ffe42706a8cda91f19f6d"},
-    {file = "coverage-7.5.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:f542287b1489c7a860d43a7d8883e27ca62ab84ca53c965d11dac1d3a1fab7ce"},
-    {file = "coverage-7.5.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:75e3f4e86804023e991096b29e147e635f5e2568f77883a1e6eed74512659ab0"},
-    {file = "coverage-7.5.3-cp38-cp38-win32.whl", hash = "sha256:c59d2ad092dc0551d9f79d9d44d005c945ba95832a6798f98f9216ede3d5f485"},
-    {file = "coverage-7.5.3-cp38-cp38-win_amd64.whl", hash = "sha256:fa21a04112c59ad54f69d80e376f7f9d0f5f9123ab87ecd18fbb9ec3a2beed56"},
-    {file = "coverage-7.5.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f5102a92855d518b0996eb197772f5ac2a527c0ec617124ad5242a3af5e25f85"},
-    {file = "coverage-7.5.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:d1da0a2e3b37b745a2b2a678a4c796462cf753aebf94edcc87dcc6b8641eae31"},
-    {file = "coverage-7.5.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8383a6c8cefba1b7cecc0149415046b6fc38836295bc4c84e820872eb5478b3d"},
-    {file = "coverage-7.5.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9aad68c3f2566dfae84bf46295a79e79d904e1c21ccfc66de88cd446f8686341"},
-    {file = "coverage-7.5.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2e079c9ec772fedbade9d7ebc36202a1d9ef7291bc9b3a024ca395c4d52853d7"},
-    {file = "coverage-7.5.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:bde997cac85fcac227b27d4fb2c7608a2c5f6558469b0eb704c5726ae49e1c52"},
-    {file = "coverage-7.5.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:990fb20b32990b2ce2c5f974c3e738c9358b2735bc05075d50a6f36721b8f303"},
-    {file = "coverage-7.5.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:3d5a67f0da401e105753d474369ab034c7bae51a4c31c77d94030d59e41df5bd"},
-    {file = "coverage-7.5.3-cp39-cp39-win32.whl", hash = "sha256:e08c470c2eb01977d221fd87495b44867a56d4d594f43739a8028f8646a51e0d"},
-    {file = "coverage-7.5.3-cp39-cp39-win_amd64.whl", hash = "sha256:1d2a830ade66d3563bb61d1e3c77c8def97b30ed91e166c67d0632c018f380f0"},
-    {file = "coverage-7.5.3-pp38.pp39.pp310-none-any.whl", hash = "sha256:3538d8fb1ee9bdd2e2692b3b18c22bb1c19ffbefd06880f5ac496e42d7bb3884"},
-    {file = "coverage-7.5.3.tar.gz", hash = "sha256:04aefca5190d1dc7a53a4c1a5a7f8568811306d7a8ee231c42fb69215571944f"},
+    {file = "coverage-7.5.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6cfb5a4f556bb51aba274588200a46e4dd6b505fb1a5f8c5ae408222eb416f99"},
+    {file = "coverage-7.5.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2174e7c23e0a454ffe12267a10732c273243b4f2d50d07544a91198f05c48f47"},
+    {file = "coverage-7.5.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2214ee920787d85db1b6a0bd9da5f8503ccc8fcd5814d90796c2f2493a2f4d2e"},
+    {file = "coverage-7.5.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1137f46adb28e3813dec8c01fefadcb8c614f33576f672962e323b5128d9a68d"},
+    {file = "coverage-7.5.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b385d49609f8e9efc885790a5a0e89f2e3ae042cdf12958b6034cc442de428d3"},
+    {file = "coverage-7.5.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:b4a474f799456e0eb46d78ab07303286a84a3140e9700b9e154cfebc8f527016"},
+    {file = "coverage-7.5.4-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:5cd64adedf3be66f8ccee418473c2916492d53cbafbfcff851cbec5a8454b136"},
+    {file = "coverage-7.5.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e564c2cf45d2f44a9da56f4e3a26b2236504a496eb4cb0ca7221cd4cc7a9aca9"},
+    {file = "coverage-7.5.4-cp310-cp310-win32.whl", hash = "sha256:7076b4b3a5f6d2b5d7f1185fde25b1e54eb66e647a1dfef0e2c2bfaf9b4c88c8"},
+    {file = "coverage-7.5.4-cp310-cp310-win_amd64.whl", hash = "sha256:018a12985185038a5b2bcafab04ab833a9a0f2c59995b3cec07e10074c78635f"},
+    {file = "coverage-7.5.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:db14f552ac38f10758ad14dd7b983dbab424e731588d300c7db25b6f89e335b5"},
+    {file = "coverage-7.5.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:3257fdd8e574805f27bb5342b77bc65578e98cbc004a92232106344053f319ba"},
+    {file = "coverage-7.5.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3a6612c99081d8d6134005b1354191e103ec9705d7ba2754e848211ac8cacc6b"},
+    {file = "coverage-7.5.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d45d3cbd94159c468b9b8c5a556e3f6b81a8d1af2a92b77320e887c3e7a5d080"},
+    {file = "coverage-7.5.4-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ed550e7442f278af76d9d65af48069f1fb84c9f745ae249c1a183c1e9d1b025c"},
+    {file = "coverage-7.5.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:7a892be37ca35eb5019ec85402c3371b0f7cda5ab5056023a7f13da0961e60da"},
+    {file = "coverage-7.5.4-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8192794d120167e2a64721d88dbd688584675e86e15d0569599257566dec9bf0"},
+    {file = "coverage-7.5.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:820bc841faa502e727a48311948e0461132a9c8baa42f6b2b84a29ced24cc078"},
+    {file = "coverage-7.5.4-cp311-cp311-win32.whl", hash = "sha256:6aae5cce399a0f065da65c7bb1e8abd5c7a3043da9dceb429ebe1b289bc07806"},
+    {file = "coverage-7.5.4-cp311-cp311-win_amd64.whl", hash = "sha256:d2e344d6adc8ef81c5a233d3a57b3c7d5181f40e79e05e1c143da143ccb6377d"},
+    {file = "coverage-7.5.4-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:54317c2b806354cbb2dc7ac27e2b93f97096912cc16b18289c5d4e44fc663233"},
+    {file = "coverage-7.5.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:042183de01f8b6d531e10c197f7f0315a61e8d805ab29c5f7b51a01d62782747"},
+    {file = "coverage-7.5.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a6bb74ed465d5fb204b2ec41d79bcd28afccf817de721e8a807d5141c3426638"},
+    {file = "coverage-7.5.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b3d45ff86efb129c599a3b287ae2e44c1e281ae0f9a9bad0edc202179bcc3a2e"},
+    {file = "coverage-7.5.4-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5013ed890dc917cef2c9f765c4c6a8ae9df983cd60dbb635df8ed9f4ebc9f555"},
+    {file = "coverage-7.5.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1014fbf665fef86cdfd6cb5b7371496ce35e4d2a00cda501cf9f5b9e6fced69f"},
+    {file = "coverage-7.5.4-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:3684bc2ff328f935981847082ba4fdc950d58906a40eafa93510d1b54c08a66c"},
+    {file = "coverage-7.5.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:581ea96f92bf71a5ec0974001f900db495488434a6928a2ca7f01eee20c23805"},
+    {file = "coverage-7.5.4-cp312-cp312-win32.whl", hash = "sha256:73ca8fbc5bc622e54627314c1a6f1dfdd8db69788f3443e752c215f29fa87a0b"},
+    {file = "coverage-7.5.4-cp312-cp312-win_amd64.whl", hash = "sha256:cef4649ec906ea7ea5e9e796e68b987f83fa9a718514fe147f538cfeda76d7a7"},
+    {file = "coverage-7.5.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:cdd31315fc20868c194130de9ee6bfd99755cc9565edff98ecc12585b90be882"},
+    {file = "coverage-7.5.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:02ff6e898197cc1e9fa375581382b72498eb2e6d5fc0b53f03e496cfee3fac6d"},
+    {file = "coverage-7.5.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d05c16cf4b4c2fc880cb12ba4c9b526e9e5d5bb1d81313d4d732a5b9fe2b9d53"},
+    {file = "coverage-7.5.4-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c5986ee7ea0795a4095ac4d113cbb3448601efca7f158ec7f7087a6c705304e4"},
+    {file = "coverage-7.5.4-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5df54843b88901fdc2f598ac06737f03d71168fd1175728054c8f5a2739ac3e4"},
+    {file = "coverage-7.5.4-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:ab73b35e8d109bffbda9a3e91c64e29fe26e03e49addf5b43d85fc426dde11f9"},
+    {file = "coverage-7.5.4-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:aea072a941b033813f5e4814541fc265a5c12ed9720daef11ca516aeacd3bd7f"},
+    {file = "coverage-7.5.4-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:16852febd96acd953b0d55fc842ce2dac1710f26729b31c80b940b9afcd9896f"},
+    {file = "coverage-7.5.4-cp38-cp38-win32.whl", hash = "sha256:8f894208794b164e6bd4bba61fc98bf6b06be4d390cf2daacfa6eca0a6d2bb4f"},
+    {file = "coverage-7.5.4-cp38-cp38-win_amd64.whl", hash = "sha256:e2afe743289273209c992075a5a4913e8d007d569a406ffed0bd080ea02b0633"},
+    {file = "coverage-7.5.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b95c3a8cb0463ba9f77383d0fa8c9194cf91f64445a63fc26fb2327e1e1eb088"},
+    {file = "coverage-7.5.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3d7564cc09dd91b5a6001754a5b3c6ecc4aba6323baf33a12bd751036c998be4"},
+    {file = "coverage-7.5.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:44da56a2589b684813f86d07597fdf8a9c6ce77f58976727329272f5a01f99f7"},
+    {file = "coverage-7.5.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e16f3d6b491c48c5ae726308e6ab1e18ee830b4cdd6913f2d7f77354b33f91c8"},
+    {file = "coverage-7.5.4-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dbc5958cb471e5a5af41b0ddaea96a37e74ed289535e8deca404811f6cb0bc3d"},
+    {file = "coverage-7.5.4-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:a04e990a2a41740b02d6182b498ee9796cf60eefe40cf859b016650147908029"},
+    {file = "coverage-7.5.4-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:ddbd2f9713a79e8e7242d7c51f1929611e991d855f414ca9996c20e44a895f7c"},
+    {file = "coverage-7.5.4-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:b1ccf5e728ccf83acd313c89f07c22d70d6c375a9c6f339233dcf792094bcbf7"},
+    {file = "coverage-7.5.4-cp39-cp39-win32.whl", hash = "sha256:56b4eafa21c6c175b3ede004ca12c653a88b6f922494b023aeb1e836df953ace"},
+    {file = "coverage-7.5.4-cp39-cp39-win_amd64.whl", hash = "sha256:65e528e2e921ba8fd67d9055e6b9f9e34b21ebd6768ae1c1723f4ea6ace1234d"},
+    {file = "coverage-7.5.4-pp38.pp39.pp310-none-any.whl", hash = "sha256:79b356f3dd5b26f3ad23b35c75dbdaf1f9e2450b6bcefc6d0825ea0aa3f86ca5"},
+    {file = "coverage-7.5.4.tar.gz", hash = "sha256:a44963520b069e12789d0faea4e9fdb1e410cdc4aab89d94f7f55cbb7fef0353"},
 ]
 
 [package.extras]
@@ -653,33 +653,33 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.1"
+version = "1.8.2"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "debugpy-1.8.1-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:3bda0f1e943d386cc7a0e71bfa59f4137909e2ed947fb3946c506e113000f741"},
-    {file = "debugpy-1.8.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dda73bf69ea479c8577a0448f8c707691152e6c4de7f0c4dec5a4bc11dee516e"},
-    {file = "debugpy-1.8.1-cp310-cp310-win32.whl", hash = "sha256:3a79c6f62adef994b2dbe9fc2cc9cc3864a23575b6e387339ab739873bea53d0"},
-    {file = "debugpy-1.8.1-cp310-cp310-win_amd64.whl", hash = "sha256:7eb7bd2b56ea3bedb009616d9e2f64aab8fc7000d481faec3cd26c98a964bcdd"},
-    {file = "debugpy-1.8.1-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:016a9fcfc2c6b57f939673c874310d8581d51a0fe0858e7fac4e240c5eb743cb"},
-    {file = "debugpy-1.8.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd97ed11a4c7f6d042d320ce03d83b20c3fb40da892f994bc041bbc415d7a099"},
-    {file = "debugpy-1.8.1-cp311-cp311-win32.whl", hash = "sha256:0de56aba8249c28a300bdb0672a9b94785074eb82eb672db66c8144fff673146"},
-    {file = "debugpy-1.8.1-cp311-cp311-win_amd64.whl", hash = "sha256:1a9fe0829c2b854757b4fd0a338d93bc17249a3bf69ecf765c61d4c522bb92a8"},
-    {file = "debugpy-1.8.1-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:3ebb70ba1a6524d19fa7bb122f44b74170c447d5746a503e36adc244a20ac539"},
-    {file = "debugpy-1.8.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a2e658a9630f27534e63922ebf655a6ab60c370f4d2fc5c02a5b19baf4410ace"},
-    {file = "debugpy-1.8.1-cp312-cp312-win32.whl", hash = "sha256:caad2846e21188797a1f17fc09c31b84c7c3c23baf2516fed5b40b378515bbf0"},
-    {file = "debugpy-1.8.1-cp312-cp312-win_amd64.whl", hash = "sha256:edcc9f58ec0fd121a25bc950d4578df47428d72e1a0d66c07403b04eb93bcf98"},
-    {file = "debugpy-1.8.1-cp38-cp38-macosx_11_0_x86_64.whl", hash = "sha256:7a3afa222f6fd3d9dfecd52729bc2e12c93e22a7491405a0ecbf9e1d32d45b39"},
-    {file = "debugpy-1.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d915a18f0597ef685e88bb35e5d7ab968964b7befefe1aaea1eb5b2640b586c7"},
-    {file = "debugpy-1.8.1-cp38-cp38-win32.whl", hash = "sha256:92116039b5500633cc8d44ecc187abe2dfa9b90f7a82bbf81d079fcdd506bae9"},
-    {file = "debugpy-1.8.1-cp38-cp38-win_amd64.whl", hash = "sha256:e38beb7992b5afd9d5244e96ad5fa9135e94993b0c551ceebf3fe1a5d9beb234"},
-    {file = "debugpy-1.8.1-cp39-cp39-macosx_11_0_x86_64.whl", hash = "sha256:bfb20cb57486c8e4793d41996652e5a6a885b4d9175dd369045dad59eaacea42"},
-    {file = "debugpy-1.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:efd3fdd3f67a7e576dd869c184c5dd71d9aaa36ded271939da352880c012e703"},
-    {file = "debugpy-1.8.1-cp39-cp39-win32.whl", hash = "sha256:58911e8521ca0c785ac7a0539f1e77e0ce2df753f786188f382229278b4cdf23"},
-    {file = "debugpy-1.8.1-cp39-cp39-win_amd64.whl", hash = "sha256:6df9aa9599eb05ca179fb0b810282255202a66835c6efb1d112d21ecb830ddd3"},
-    {file = "debugpy-1.8.1-py2.py3-none-any.whl", hash = "sha256:28acbe2241222b87e255260c76741e1fbf04fdc3b6d094fcf57b6c6f75ce1242"},
-    {file = "debugpy-1.8.1.zip", hash = "sha256:f696d6be15be87aef621917585f9bb94b1dc9e8aced570db1b8a6fc14e8f9b42"},
+    {file = "debugpy-1.8.2-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:7ee2e1afbf44b138c005e4380097d92532e1001580853a7cb40ed84e0ef1c3d2"},
+    {file = "debugpy-1.8.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3f8c3f7c53130a070f0fc845a0f2cee8ed88d220d6b04595897b66605df1edd6"},
+    {file = "debugpy-1.8.2-cp310-cp310-win32.whl", hash = "sha256:f179af1e1bd4c88b0b9f0fa153569b24f6b6f3de33f94703336363ae62f4bf47"},
+    {file = "debugpy-1.8.2-cp310-cp310-win_amd64.whl", hash = "sha256:0600faef1d0b8d0e85c816b8bb0cb90ed94fc611f308d5fde28cb8b3d2ff0fe3"},
+    {file = "debugpy-1.8.2-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:8a13417ccd5978a642e91fb79b871baded925d4fadd4dfafec1928196292aa0a"},
+    {file = "debugpy-1.8.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:acdf39855f65c48ac9667b2801234fc64d46778021efac2de7e50907ab90c634"},
+    {file = "debugpy-1.8.2-cp311-cp311-win32.whl", hash = "sha256:2cbd4d9a2fc5e7f583ff9bf11f3b7d78dfda8401e8bb6856ad1ed190be4281ad"},
+    {file = "debugpy-1.8.2-cp311-cp311-win_amd64.whl", hash = "sha256:d3408fddd76414034c02880e891ea434e9a9cf3a69842098ef92f6e809d09afa"},
+    {file = "debugpy-1.8.2-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:5d3ccd39e4021f2eb86b8d748a96c766058b39443c1f18b2dc52c10ac2757835"},
+    {file = "debugpy-1.8.2-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:62658aefe289598680193ff655ff3940e2a601765259b123dc7f89c0239b8cd3"},
+    {file = "debugpy-1.8.2-cp312-cp312-win32.whl", hash = "sha256:bd11fe35d6fd3431f1546d94121322c0ac572e1bfb1f6be0e9b8655fb4ea941e"},
+    {file = "debugpy-1.8.2-cp312-cp312-win_amd64.whl", hash = "sha256:15bc2f4b0f5e99bf86c162c91a74c0631dbd9cef3c6a1d1329c946586255e859"},
+    {file = "debugpy-1.8.2-cp38-cp38-macosx_11_0_x86_64.whl", hash = "sha256:5a019d4574afedc6ead1daa22736c530712465c0c4cd44f820d803d937531b2d"},
+    {file = "debugpy-1.8.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:40f062d6877d2e45b112c0bbade9a17aac507445fd638922b1a5434df34aed02"},
+    {file = "debugpy-1.8.2-cp38-cp38-win32.whl", hash = "sha256:c78ba1680f1015c0ca7115671fe347b28b446081dada3fedf54138f44e4ba031"},
+    {file = "debugpy-1.8.2-cp38-cp38-win_amd64.whl", hash = "sha256:cf327316ae0c0e7dd81eb92d24ba8b5e88bb4d1b585b5c0d32929274a66a5210"},
+    {file = "debugpy-1.8.2-cp39-cp39-macosx_11_0_x86_64.whl", hash = "sha256:1523bc551e28e15147815d1397afc150ac99dbd3a8e64641d53425dba57b0ff9"},
+    {file = "debugpy-1.8.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e24ccb0cd6f8bfaec68d577cb49e9c680621c336f347479b3fce060ba7c09ec1"},
+    {file = "debugpy-1.8.2-cp39-cp39-win32.whl", hash = "sha256:7f8d57a98c5a486c5c7824bc0b9f2f11189d08d73635c326abef268f83950326"},
+    {file = "debugpy-1.8.2-cp39-cp39-win_amd64.whl", hash = "sha256:16c8dcab02617b75697a0a925a62943e26a0330da076e2a10437edd9f0bf3755"},
+    {file = "debugpy-1.8.2-py2.py3-none-any.whl", hash = "sha256:16e16df3a98a35c63c3ab1e4d19be4cbc7fdda92d9ddc059294f18910928e0ca"},
+    {file = "debugpy-1.8.2.zip", hash = "sha256:95378ed08ed2089221896b9b3a8d021e642c24edc8fef20e5d4342ca8be65c00"},
 ]
 
 [[package]]
@@ -759,18 +759,18 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[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]]
@@ -851,13 +851,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.6.0"
+version = "2024.6.1"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2024.6.0-py3-none-any.whl", hash = "sha256:58d7122eb8a1a46f7f13453187bfea4972d66bf01618d37366521b1998034cee"},
-    {file = "fsspec-2024.6.0.tar.gz", hash = "sha256:f579960a56e6d8038a9efc8f9c77279ec12e6299aa86b0769a7e9c46b94527c2"},
+    {file = "fsspec-2024.6.1-py3-none-any.whl", hash = "sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e"},
+    {file = "fsspec-2024.6.1.tar.gz", hash = "sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49"},
 ]
 
 [package.extras]
@@ -1070,22 +1070,22 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "7.1.0"
+version = "8.0.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
-    {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
+    {file = "importlib_metadata-8.0.0-py3-none-any.whl", hash = "sha256:15584cf2b1bf449d98ff8a6ff1abef57bf20f3ac6454f431736cd3e660921b2f"},
+    {file = "importlib_metadata-8.0.0.tar.gz", hash = "sha256:188bd24e4c346d3f0a933f275c2fec67050326a856b9a359881d7c2a697e8812"},
 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+doc = ["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)", "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)"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "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"
@@ -1525,13 +1525,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.2.2"
+version = "4.2.3"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.2.2-py3-none-any.whl", hash = "sha256:59ee9b839f43308c3dfd55d72d1f1a299ed42a7f91f2d1afe9c12a783f9e525f"},
-    {file = "jupyterlab-4.2.2.tar.gz", hash = "sha256:a534b6a25719a92a40d514fb133a9fe8f0d9981b0bbce5d8a5fcaa33344a3038"},
+    {file = "jupyterlab-4.2.3-py3-none-any.whl", hash = "sha256:0b59d11808e84bb84105c73364edfa867dd475492429ab34ea388a52f2e2e596"},
+    {file = "jupyterlab-4.2.3.tar.gz", hash = "sha256:df6e46969ea51d66815167f23d92f105423b7f1f06fa604d4f44aeb018c82c7b"},
 ]
 
 [package.dependencies]
@@ -2447,7 +2447,6 @@ optional = false
 python-versions = ">=3.6"
 files = [
     {file = "opencv-python-4.10.0.84.tar.gz", hash = "sha256:72d234e4582e9658ffea8e9cae5b63d488ad06994ef12d81dc303b17472f3526"},
-    {file = "opencv_python-4.10.0.84-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:fc182f8f4cda51b45f01c64e4cbedfc2f00aff799debebc305d8d0210c43f251"},
     {file = "opencv_python-4.10.0.84-cp37-abi3-macosx_12_0_x86_64.whl", hash = "sha256:71e575744f1d23f79741450254660442785f45a0797212852ee5199ef12eed98"},
     {file = "opencv_python-4.10.0.84-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:09a332b50488e2dda866a6c5573ee192fe3583239fb26ff2f7f9ceb0bc119ea6"},
     {file = "opencv_python-4.10.0.84-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9ace140fc6d647fbe1c692bcb2abce768973491222c067c131d80957c595b71f"},
@@ -2460,10 +2459,10 @@ numpy = [
     {version = ">=1.21.0", markers = "python_version <= \"3.9\" and platform_system == \"Darwin\" and platform_machine == \"arm64\" and python_version >= \"3.8\""},
     {version = ">=1.19.3", markers = "platform_system == \"Linux\" and platform_machine == \"aarch64\" and python_version >= \"3.8\" and python_version < \"3.10\" or python_version > \"3.9\" and python_version < \"3.10\" or python_version >= \"3.9\" and platform_system != \"Darwin\" and python_version < \"3.10\" or python_version >= \"3.9\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
     {version = ">=1.17.3", markers = "(platform_system != \"Darwin\" and platform_system != \"Linux\") and python_version >= \"3.8\" and python_version < \"3.9\" or platform_system != \"Darwin\" and python_version >= \"3.8\" and python_version < \"3.9\" and platform_machine != \"aarch64\" or platform_machine != \"arm64\" and python_version >= \"3.8\" and python_version < \"3.9\" and platform_system != \"Linux\" or (platform_machine != \"arm64\" and platform_machine != \"aarch64\") and python_version >= \"3.8\" and python_version < \"3.9\""},
-    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
-    {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
     {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\" and python_version < \"3.11\""},
     {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\" and python_version < \"3.11\""},
+    {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 
 [[package]]
@@ -2525,8 +2524,8 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
-    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
     {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -2767,47 +2766,48 @@ wcwidth = "*"
 
 [[package]]
 name = "protobuf"
-version = "5.27.1"
+version = "5.27.2"
 description = ""
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "protobuf-5.27.1-cp310-abi3-win32.whl", hash = "sha256:3adc15ec0ff35c5b2d0992f9345b04a540c1e73bfee3ff1643db43cc1d734333"},
-    {file = "protobuf-5.27.1-cp310-abi3-win_amd64.whl", hash = "sha256:25236b69ab4ce1bec413fd4b68a15ef8141794427e0b4dc173e9d5d9dffc3bcd"},
-    {file = "protobuf-5.27.1-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:4e38fc29d7df32e01a41cf118b5a968b1efd46b9c41ff515234e794011c78b17"},
-    {file = "protobuf-5.27.1-cp38-abi3-manylinux2014_aarch64.whl", hash = "sha256:917ed03c3eb8a2d51c3496359f5b53b4e4b7e40edfbdd3d3f34336e0eef6825a"},
-    {file = "protobuf-5.27.1-cp38-abi3-manylinux2014_x86_64.whl", hash = "sha256:ee52874a9e69a30271649be88ecbe69d374232e8fd0b4e4b0aaaa87f429f1631"},
-    {file = "protobuf-5.27.1-cp38-cp38-win32.whl", hash = "sha256:7a97b9c5aed86b9ca289eb5148df6c208ab5bb6906930590961e08f097258107"},
-    {file = "protobuf-5.27.1-cp38-cp38-win_amd64.whl", hash = "sha256:f6abd0f69968792da7460d3c2cfa7d94fd74e1c21df321eb6345b963f9ec3d8d"},
-    {file = "protobuf-5.27.1-cp39-cp39-win32.whl", hash = "sha256:dfddb7537f789002cc4eb00752c92e67885badcc7005566f2c5de9d969d3282d"},
-    {file = "protobuf-5.27.1-cp39-cp39-win_amd64.whl", hash = "sha256:39309898b912ca6febb0084ea912e976482834f401be35840a008da12d189340"},
-    {file = "protobuf-5.27.1-py3-none-any.whl", hash = "sha256:4ac7249a1530a2ed50e24201d6630125ced04b30619262f06224616e0030b6cf"},
-    {file = "protobuf-5.27.1.tar.gz", hash = "sha256:df5e5b8e39b7d1c25b186ffdf9f44f40f810bbcc9d2b71d9d3156fee5a9adf15"},
+    {file = "protobuf-5.27.2-cp310-abi3-win32.whl", hash = "sha256:354d84fac2b0d76062e9b3221f4abbbacdfd2a4d8af36bab0474f3a0bb30ab38"},
+    {file = "protobuf-5.27.2-cp310-abi3-win_amd64.whl", hash = "sha256:0e341109c609749d501986b835f667c6e1e24531096cff9d34ae411595e26505"},
+    {file = "protobuf-5.27.2-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:a109916aaac42bff84702fb5187f3edadbc7c97fc2c99c5ff81dd15dcce0d1e5"},
+    {file = "protobuf-5.27.2-cp38-abi3-manylinux2014_aarch64.whl", hash = "sha256:176c12b1f1c880bf7a76d9f7c75822b6a2bc3db2d28baa4d300e8ce4cde7409b"},
+    {file = "protobuf-5.27.2-cp38-abi3-manylinux2014_x86_64.whl", hash = "sha256:b848dbe1d57ed7c191dfc4ea64b8b004a3f9ece4bf4d0d80a367b76df20bf36e"},
+    {file = "protobuf-5.27.2-cp38-cp38-win32.whl", hash = "sha256:4fadd8d83e1992eed0248bc50a4a6361dc31bcccc84388c54c86e530b7f58863"},
+    {file = "protobuf-5.27.2-cp38-cp38-win_amd64.whl", hash = "sha256:610e700f02469c4a997e58e328cac6f305f649826853813177e6290416e846c6"},
+    {file = "protobuf-5.27.2-cp39-cp39-win32.whl", hash = "sha256:9e8f199bf7f97bd7ecebffcae45ebf9527603549b2b562df0fbc6d4d688f14ca"},
+    {file = "protobuf-5.27.2-cp39-cp39-win_amd64.whl", hash = "sha256:7fc3add9e6003e026da5fc9e59b131b8f22b428b991ccd53e2af8071687b4fce"},
+    {file = "protobuf-5.27.2-py3-none-any.whl", hash = "sha256:54330f07e4949d09614707c48b06d1a22f8ffb5763c159efd5c0928326a91470"},
+    {file = "protobuf-5.27.2.tar.gz", hash = "sha256:f3ecdef226b9af856075f28227ff2c90ce3a594d092c39bee5513573f25e2714"},
 ]
 
 [[package]]
 name = "psutil"
-version = "5.9.8"
+version = "6.0.0"
 description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
-files = [
-    {file = "psutil-5.9.8-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:26bd09967ae00920df88e0352a91cff1a78f8d69b3ecabbfe733610c0af486c8"},
-    {file = "psutil-5.9.8-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:05806de88103b25903dff19bb6692bd2e714ccf9e668d050d144012055cbca73"},
-    {file = "psutil-5.9.8-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:611052c4bc70432ec770d5d54f64206aa7203a101ec273a0cd82418c86503bb7"},
-    {file = "psutil-5.9.8-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:50187900d73c1381ba1454cf40308c2bf6f34268518b3f36a9b663ca87e65e36"},
-    {file = "psutil-5.9.8-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:02615ed8c5ea222323408ceba16c60e99c3f91639b07da6373fb7e6539abc56d"},
-    {file = "psutil-5.9.8-cp27-none-win32.whl", hash = "sha256:36f435891adb138ed3c9e58c6af3e2e6ca9ac2f365efe1f9cfef2794e6c93b4e"},
-    {file = "psutil-5.9.8-cp27-none-win_amd64.whl", hash = "sha256:bd1184ceb3f87651a67b2708d4c3338e9b10c5df903f2e3776b62303b26cb631"},
-    {file = "psutil-5.9.8-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:aee678c8720623dc456fa20659af736241f575d79429a0e5e9cf88ae0605cc81"},
-    {file = "psutil-5.9.8-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8cb6403ce6d8e047495a701dc7c5bd788add903f8986d523e3e20b98b733e421"},
-    {file = "psutil-5.9.8-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d06016f7f8625a1825ba3732081d77c94589dca78b7a3fc072194851e88461a4"},
-    {file = "psutil-5.9.8-cp36-cp36m-win32.whl", hash = "sha256:7d79560ad97af658a0f6adfef8b834b53f64746d45b403f225b85c5c2c140eee"},
-    {file = "psutil-5.9.8-cp36-cp36m-win_amd64.whl", hash = "sha256:27cc40c3493bb10de1be4b3f07cae4c010ce715290a5be22b98493509c6299e2"},
-    {file = "psutil-5.9.8-cp37-abi3-win32.whl", hash = "sha256:bc56c2a1b0d15aa3eaa5a60c9f3f8e3e565303b465dbf57a1b730e7a2b9844e0"},
-    {file = "psutil-5.9.8-cp37-abi3-win_amd64.whl", hash = "sha256:8db4c1b57507eef143a15a6884ca10f7c73876cdf5d51e713151c1236a0e68cf"},
-    {file = "psutil-5.9.8-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:d16bbddf0693323b8c6123dd804100241da461e41d6e332fb0ba6058f630f8c8"},
-    {file = "psutil-5.9.8.tar.gz", hash = "sha256:6be126e3225486dff286a8fb9a06246a5253f4c7c53b475ea5f5ac934e64194c"},
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+files = [
+    {file = "psutil-6.0.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:a021da3e881cd935e64a3d0a20983bda0bb4cf80e4f74fa9bfcb1bc5785360c6"},
+    {file = "psutil-6.0.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:1287c2b95f1c0a364d23bc6f2ea2365a8d4d9b726a3be7294296ff7ba97c17f0"},
+    {file = "psutil-6.0.0-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:a9a3dbfb4de4f18174528d87cc352d1f788b7496991cca33c6996f40c9e3c92c"},
+    {file = "psutil-6.0.0-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:6ec7588fb3ddaec7344a825afe298db83fe01bfaaab39155fa84cf1c0d6b13c3"},
+    {file = "psutil-6.0.0-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:1e7c870afcb7d91fdea2b37c24aeb08f98b6d67257a5cb0a8bc3ac68d0f1a68c"},
+    {file = "psutil-6.0.0-cp27-none-win32.whl", hash = "sha256:02b69001f44cc73c1c5279d02b30a817e339ceb258ad75997325e0e6169d8b35"},
+    {file = "psutil-6.0.0-cp27-none-win_amd64.whl", hash = "sha256:21f1fb635deccd510f69f485b87433460a603919b45e2a324ad65b0cc74f8fb1"},
+    {file = "psutil-6.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:c588a7e9b1173b6e866756dde596fd4cad94f9399daf99ad8c3258b3cb2b47a0"},
+    {file = "psutil-6.0.0-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ed2440ada7ef7d0d608f20ad89a04ec47d2d3ab7190896cd62ca5fc4fe08bf0"},
+    {file = "psutil-6.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5fd9a97c8e94059b0ef54a7d4baf13b405011176c3b6ff257c247cae0d560ecd"},
+    {file = "psutil-6.0.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e2e8d0054fc88153ca0544f5c4d554d42e33df2e009c4ff42284ac9ebdef4132"},
+    {file = "psutil-6.0.0-cp36-cp36m-win32.whl", hash = "sha256:fc8c9510cde0146432bbdb433322861ee8c3efbf8589865c8bf8d21cb30c4d14"},
+    {file = "psutil-6.0.0-cp36-cp36m-win_amd64.whl", hash = "sha256:34859b8d8f423b86e4385ff3665d3f4d94be3cdf48221fbe476e883514fdb71c"},
+    {file = "psutil-6.0.0-cp37-abi3-win32.whl", hash = "sha256:a495580d6bae27291324fe60cea0b5a7c23fa36a7cd35035a16d93bdcf076b9d"},
+    {file = "psutil-6.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:33ea5e1c975250a720b3a6609c490db40dae5d83a4eb315170c4fe0d8b1f34b3"},
+    {file = "psutil-6.0.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:ffe7fc9b6b36beadc8c322f84e1caff51e8703b88eee1da46d1e3a6ae11b4fd0"},
+    {file = "psutil-6.0.0.tar.gz", hash = "sha256:8faae4f310b6d969fa26ca0545338b21f73c6b15db7c4a8d934a5482faa818f2"},
 ]
 
 [package.extras]
@@ -3506,39 +3506,39 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "ruff"
-version = "0.4.9"
+version = "0.4.10"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "ruff-0.4.9-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:b262ed08d036ebe162123170b35703aaf9daffecb698cd367a8d585157732991"},
-    {file = "ruff-0.4.9-py3-none-macosx_11_0_arm64.whl", hash = "sha256:98ec2775fd2d856dc405635e5ee4ff177920f2141b8e2d9eb5bd6efd50e80317"},
-    {file = "ruff-0.4.9-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4555056049d46d8a381f746680db1c46e67ac3b00d714606304077682832998e"},
-    {file = "ruff-0.4.9-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e91175fbe48f8a2174c9aad70438fe9cb0a5732c4159b2a10a3565fea2d94cde"},
-    {file = "ruff-0.4.9-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0e8e7b95673f22e0efd3571fb5b0cf71a5eaaa3cc8a776584f3b2cc878e46bff"},
-    {file = "ruff-0.4.9-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:2d45ddc6d82e1190ea737341326ecbc9a61447ba331b0a8962869fcada758505"},
-    {file = "ruff-0.4.9-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:78de3fdb95c4af084087628132336772b1c5044f6e710739d440fc0bccf4d321"},
-    {file = "ruff-0.4.9-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:06b60f91bfa5514bb689b500a25ba48e897d18fea14dce14b48a0c40d1635893"},
-    {file = "ruff-0.4.9-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:88bffe9c6a454bf8529f9ab9091c99490578a593cc9f9822b7fc065ee0712a06"},
-    {file = "ruff-0.4.9-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:673bddb893f21ab47a8334c8e0ea7fd6598ecc8e698da75bcd12a7b9d0a3206e"},
-    {file = "ruff-0.4.9-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:8c1aff58c31948cc66d0b22951aa19edb5af0a3af40c936340cd32a8b1ab7438"},
-    {file = "ruff-0.4.9-py3-none-musllinux_1_2_i686.whl", hash = "sha256:784d3ec9bd6493c3b720a0b76f741e6c2d7d44f6b2be87f5eef1ae8cc1d54c84"},
-    {file = "ruff-0.4.9-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:732dd550bfa5d85af8c3c6cbc47ba5b67c6aed8a89e2f011b908fc88f87649db"},
-    {file = "ruff-0.4.9-py3-none-win32.whl", hash = "sha256:8064590fd1a50dcf4909c268b0e7c2498253273309ad3d97e4a752bb9df4f521"},
-    {file = "ruff-0.4.9-py3-none-win_amd64.whl", hash = "sha256:e0a22c4157e53d006530c902107c7f550b9233e9706313ab57b892d7197d8e52"},
-    {file = "ruff-0.4.9-py3-none-win_arm64.whl", hash = "sha256:5d5460f789ccf4efd43f265a58538a2c24dbce15dbf560676e430375f20a8198"},
-    {file = "ruff-0.4.9.tar.gz", hash = "sha256:f1cb0828ac9533ba0135d148d214e284711ede33640465e706772645483427e3"},
+    {file = "ruff-0.4.10-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:5c2c4d0859305ac5a16310eec40e4e9a9dec5dcdfbe92697acd99624e8638dac"},
+    {file = "ruff-0.4.10-py3-none-macosx_11_0_arm64.whl", hash = "sha256:a79489607d1495685cdd911a323a35871abfb7a95d4f98fc6f85e799227ac46e"},
+    {file = "ruff-0.4.10-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b1dd1681dfa90a41b8376a61af05cc4dc5ff32c8f14f5fe20dba9ff5deb80cd6"},
+    {file = "ruff-0.4.10-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c75c53bb79d71310dc79fb69eb4902fba804a81f374bc86a9b117a8d077a1784"},
+    {file = "ruff-0.4.10-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:18238c80ee3d9100d3535d8eb15a59c4a0753b45cc55f8bf38f38d6a597b9739"},
+    {file = "ruff-0.4.10-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:d8f71885bce242da344989cae08e263de29752f094233f932d4f5cfb4ef36a81"},
+    {file = "ruff-0.4.10-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:330421543bd3222cdfec481e8ff3460e8702ed1e58b494cf9d9e4bf90db52b9d"},
+    {file = "ruff-0.4.10-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9e9b6fb3a37b772628415b00c4fc892f97954275394ed611056a4b8a2631365e"},
+    {file = "ruff-0.4.10-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f54c481b39a762d48f64d97351048e842861c6662d63ec599f67d515cb417f6"},
+    {file = "ruff-0.4.10-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:67fe086b433b965c22de0b4259ddfe6fa541c95bf418499bedb9ad5fb8d1c631"},
+    {file = "ruff-0.4.10-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:acfaaab59543382085f9eb51f8e87bac26bf96b164839955f244d07125a982ef"},
+    {file = "ruff-0.4.10-py3-none-musllinux_1_2_i686.whl", hash = "sha256:3cea07079962b2941244191569cf3a05541477286f5cafea638cd3aa94b56815"},
+    {file = "ruff-0.4.10-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:338a64ef0748f8c3a80d7f05785930f7965d71ca260904a9321d13be24b79695"},
+    {file = "ruff-0.4.10-py3-none-win32.whl", hash = "sha256:ffe3cd2f89cb54561c62e5fa20e8f182c0a444934bf430515a4b422f1ab7b7ca"},
+    {file = "ruff-0.4.10-py3-none-win_amd64.whl", hash = "sha256:67f67cef43c55ffc8cc59e8e0b97e9e60b4837c8f21e8ab5ffd5d66e196e25f7"},
+    {file = "ruff-0.4.10-py3-none-win_arm64.whl", hash = "sha256:dd1fcee327c20addac7916ca4e2653fbbf2e8388d8a6477ce5b4e986b68ae6c0"},
+    {file = "ruff-0.4.10.tar.gz", hash = "sha256:3aa4f2bc388a30d346c56524f7cacca85945ba124945fe489952aadb6b5cd804"},
 ]
 
 [[package]]
 name = "ruff-lsp"
-version = "0.0.53"
+version = "0.0.54"
 description = "A Language Server Protocol implementation for Ruff."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "ruff_lsp-0.0.53-py3-none-any.whl", hash = "sha256:5ea39968510d046b3c62dc5a7e3b52e867c2de14af34a406883fe05d55bab2b0"},
-    {file = "ruff_lsp-0.0.53.tar.gz", hash = "sha256:de38eccd06020350630ac3518fe04a9640c8f66908758d8a623b5ea021bf84b0"},
+    {file = "ruff_lsp-0.0.54-py3-none-any.whl", hash = "sha256:1cc7d2f1cb69cbea1dfeba0f2d7dd5832bc68b0b052c7166530bcce63aa75f57"},
+    {file = "ruff_lsp-0.0.54.tar.gz", hash = "sha256:33e1d4dd20ca481fc6a811afcfdd451798c22fc39f2104df23c2855e322a0582"},
 ]
 
 [package.dependencies]
@@ -3549,7 +3549,7 @@ ruff = ">=0.0.274"
 typing-extensions = "*"
 
 [package.extras]
-dev = ["mypy (==1.4.1)", "pip-tools (>=6.13.0,<7.0.0)", "pytest (>=7.3.1,<8.0.0)", "pytest-asyncio (==0.21.1)", "python-lsp-jsonrpc (==1.0.0)"]
+dev = ["mypy (==1.4.1)", "pip-tools (>=6.13.0,<7.0.0)", "pytest (>=7.3.1,<8.0.0)", "pytest-asyncio (==0.21.2)", "python-lsp-jsonrpc (==1.0.0)"]
 
 [[package]]
 name = "scikit-learn"
@@ -3741,18 +3741,18 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "70.0.0"
+version = "70.1.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-70.0.0-py3-none-any.whl", hash = "sha256:54faa7f2e8d2d11bcd2c07bed282eef1046b5c080d1c32add737d7b5817b1ad4"},
-    {file = "setuptools-70.0.0.tar.gz", hash = "sha256:f211a66637b8fa059bb28183da127d4e86396c991a942b028c6650d4319c3fd0"},
+    {file = "setuptools-70.1.1-py3-none-any.whl", hash = "sha256:a58a8fde0541dab0419750bcc521fbdf8585f6e5cb41909df3a472ef7b81ca95"},
+    {file = "setuptools-70.1.1.tar.gz", hash = "sha256:937a48c7cdb7a21eb53cd7f9b59e525503aa8abaf3584c730dc5f7a5bec3a650"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.10.0)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "six"
@@ -3822,15 +3822,15 @@ mpmath = ">=1.1.0,<1.4.0"
 
 [[package]]
 name = "tbb"
-version = "2021.12.0"
+version = "2021.13.0"
 description = "Intel® oneAPI Threading Building Blocks (oneTBB)"
 optional = false
 python-versions = "*"
 files = [
-    {file = "tbb-2021.12.0-py2.py3-none-manylinux1_i686.whl", hash = "sha256:f2cc9a7f8ababaa506cbff796ce97c3bf91062ba521e15054394f773375d81d8"},
-    {file = "tbb-2021.12.0-py2.py3-none-manylinux1_x86_64.whl", hash = "sha256:a925e9a7c77d3a46ae31c34b0bb7f801c4118e857d137b68f68a8e458fcf2bd7"},
-    {file = "tbb-2021.12.0-py3-none-win32.whl", hash = "sha256:b1725b30c174048edc8be70bd43bb95473f396ce895d91151a474d0fa9f450a8"},
-    {file = "tbb-2021.12.0-py3-none-win_amd64.whl", hash = "sha256:fc2772d850229f2f3df85f1109c4844c495a2db7433d38200959ee9265b34789"},
+    {file = "tbb-2021.13.0-py2.py3-none-manylinux1_i686.whl", hash = "sha256:a2567725329639519d46d92a2634cf61e76601dac2f777a05686fea546c4fe4f"},
+    {file = "tbb-2021.13.0-py2.py3-none-manylinux1_x86_64.whl", hash = "sha256:aaf667e92849adb012b8874d6393282afc318aca4407fc62f912ee30a22da46a"},
+    {file = "tbb-2021.13.0-py3-none-win32.whl", hash = "sha256:6669d26703e9943f6164c6407bd4a237a45007e79b8d3832fe6999576eaaa9ef"},
+    {file = "tbb-2021.13.0-py3-none-win_amd64.whl", hash = "sha256:3528a53e4bbe64b07a6112b4c5a00ff3c61924ee46c9c68e004a1ac7ad1f09c3"},
 ]
 
 [[package]]
@@ -4179,13 +4179,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[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]

From 94a2f2f84d1bece54c7965a4cf1eaa5fca13f096 Mon Sep 17 00:00:00 2001
From: Matthijs van der Burgh <MatthijsBurgh@outlook.com>
Date: Fri, 28 Jun 2024 10:42:36 +0200
Subject: [PATCH 4/6] Coverage exclude_also

---
 pyproject.toml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/pyproject.toml b/pyproject.toml
index bbacb4c4..3eb2a9cd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -66,6 +66,20 @@ coverage = "^7.5.3"
 requires = ["poetry-core>=1.9"]
 build-backend = "poetry.core.masonry.api"
 
+[tool.coverage.report]
+exclude_also = [
+    "def __repr__",
+    "if self.debug:",
+    "if settings.DEBUG",
+    "raise AssertionError",
+    "raise NotImplementedError",
+    "if 0:",
+    "if __name__ == .__main__.:",
+    "if TYPE_CHECKING:",
+    "class .*\\bProtocol\\):",
+    "@(abc\\.)?abstractmethod",
+]
+
 [tool.ruff]
 force-exclude = true
 line-length = 120

From 76ba85d540315d9fb39957c63f6f4ae369351d22 Mon Sep 17 00:00:00 2001
From: Matthijs van der Burgh <MatthijsBurgh@outlook.com>
Date: Fri, 28 Jun 2024 10:58:50 +0200
Subject: [PATCH 5/6] Check hash

---
 facenet_pytorch/models/inception_resnet_v1.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/facenet_pytorch/models/inception_resnet_v1.py b/facenet_pytorch/models/inception_resnet_v1.py
index 408fb1f6..db13c9c1 100644
--- a/facenet_pytorch/models/inception_resnet_v1.py
+++ b/facenet_pytorch/models/inception_resnet_v1.py
@@ -292,7 +292,7 @@ def forward(self, x: torch.Tensor) -> torch.Tensor:
         return x
 
 
-def load_weights(mdl, name):
+def load_weights(mdl: torch.nn.Module, name: str) -> None:
     """Download pretrained state_dict and load into model.
 
     Arguments:
@@ -304,8 +304,10 @@ def load_weights(mdl, name):
     """
     if name == "vggface2":
         path = "https://github.com/timesler/facenet-pytorch/releases/download/v2.2.9/20180402-114759-vggface2.pt"
+        hash_prefix = "281cebca8662831adb987a874bdcb36e73f5b1c6dc5ee5878f305e985625d99b"
     elif name == "casia-webface":
         path = "https://github.com/timesler/facenet-pytorch/releases/download/v2.2.9/20180408-102900-casia-webface.pt"
+        hash_prefix = "7a67afdbbc995fce5e10128675e318799a70698c2f433ba75dd7eb9a2f096e7d"
     else:
         msg = "Pretrained models only exist for 'vggface2' and 'casia-webface'"
         raise ValueError(msg)
@@ -315,7 +317,7 @@ def load_weights(mdl, name):
 
     cached_file = model_dir / Path(path).name
     if not cached_file.exists():
-        download_url_to_file(path, cached_file)
+        download_url_to_file(path, cached_file, hash_prefix)
 
     state_dict = torch.load(cached_file)
     mdl.load_state_dict(state_dict)

From e13f7878ceacae0b4d625aa4970e091c3fec423e Mon Sep 17 00:00:00 2001
From: Matthijs van der Burgh <MatthijsBurgh@outlook.com>
Date: Fri, 28 Jun 2024 11:08:35 +0200
Subject: [PATCH 6/6] Coverage ignore ImportError

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index 3eb2a9cd..432124a0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,6 +78,7 @@ exclude_also = [
     "if TYPE_CHECKING:",
     "class .*\\bProtocol\\):",
     "@(abc\\.)?abstractmethod",
+    "except ImportError:",
 ]
 
 [tool.ruff]