diff --git a/deker/ABC/base_array.py b/deker/ABC/base_array.py
index e8adaa5..d6ebeef 100644
--- a/deker/ABC/base_array.py
+++ b/deker/ABC/base_array.py
@@ -35,10 +35,11 @@
 from deker.schemas import ArraySchema, VArraySchema
 from deker.subset import Subset, VSubset
 from deker.tools.array import check_memory, get_id
+from deker.tools.attributes import deserialize_attribute_value, serialize_attribute_value
 from deker.tools.schema import create_dimensions
 from deker.types.private.classes import ArrayMeta, Serializer
 from deker.types.private.typings import FancySlice, Numeric, Slice
-from deker.validators import process_attributes, is_valid_uuid, validate_custom_attributes_update
+from deker.validators import is_valid_uuid, process_attributes, validate_custom_attributes_update
 
 
 if TYPE_CHECKING:
@@ -392,26 +393,14 @@ def update_custom_attributes(self, attributes: dict) -> None:
         self.logger.info(f"{self!s} custom attributes updated: {attributes}")
 
     def _create_meta(self) -> str:
-        """Serialize array into metadata string."""
+        """Serialize array into metadata JSON string."""
         primary_attrs, custom_attrs = deepcopy(self.primary_attributes), deepcopy(
             self.custom_attributes
         )
         for attrs in (primary_attrs, custom_attrs):
             for key, value in attrs.items():
-                if isinstance(value, datetime):
-                    attrs[key] = value.isoformat()
-                elif isinstance(value, np.ndarray):
-                    attrs[key] = value.tolist()
-                elif isinstance(value, (list, tuple)):
-                    elements = []
-                    for element in value:
-                        if isinstance(element, np.integer):
-                            elements.append(int(element))
-                        else:
-                            elements.append(element)
-                    attrs[key] = tuple(elements)
-                else:
-                    attrs[key] = value
+                attrs[key] = serialize_attribute_value(value)
+
         return json.dumps(
             {
                 "id": self.id,
@@ -485,23 +474,13 @@ def _create_from_meta(
                     result_attributes = custom_attributes
 
                 value = attributes_from_meta[attr_schema.name]
-
-                if attr_schema.dtype == datetime:
-                    result_attributes[attr_schema.name] = get_utc(value)
-                elif attr_schema.dtype == tuple:
-                    if (
-                        attr_schema.primary or (not attr_schema.primary and value is not None)
-                    ) and not isinstance(value, list):
-                        raise DekerMetaDataError(
-                            f"Collection '{collection.name}' metadata is corrupted: "
-                            f"attribute '{attr_schema.name}' has invalid type '{type(value)}';"
-                            f"'{attr_schema.dtype}' expected"
-                        )
-
-                    if attr_schema.primary or (not attr_schema.primary and value is not None):
-                        result_attributes[attr_schema.name] = tuple(value)
-                else:
+                if value is None and not attr_schema.primary:
                     result_attributes[attr_schema.name] = value
+                    continue
+
+                result_attributes[attr_schema.name] = deserialize_attribute_value(
+                    value, attr_schema.dtype, False
+                )
 
             arr_params = {
                 "collection": collection,
diff --git a/deker/__init__.py b/deker/__init__.py
index 3a2dcaf..5f39d0c 100644
--- a/deker/__init__.py
+++ b/deker/__init__.py
@@ -17,11 +17,6 @@
 # nopycln: file
 # isort: skip_file
 
-from deker_local_adapters.storage_adapters.hdf5.hdf5_options import (
-    HDF5Options,
-    HDF5CompressionOpts,
-)
-
 from deker.arrays import Array, VArray
 from deker.client import Client
 from deker.collection import Collection
@@ -36,6 +31,10 @@
 )
 from deker.subset import Subset, VSubset
 from deker.types.public.classes import Scale
+from deker_local_adapters.storage_adapters.hdf5.hdf5_options import (
+    HDF5Options,
+    HDF5CompressionOpts,
+)
 
 __all__ = (
     # deker.adapters.hdf5
diff --git a/deker/client.py b/deker/client.py
index 6924f38..a8fda4f 100644
--- a/deker/client.py
+++ b/deker/client.py
@@ -27,8 +27,8 @@
 from typing import TYPE_CHECKING, Any, Dict, Generator, List, Optional, Tuple, Type, Union
 
 from deker_tools.data import convert_size_to_human
-from deker_tools.path import is_path_valid
 from deker_tools.log import set_logger
+from deker_tools.path import is_path_valid
 from psutil import swap_memory, virtual_memory
 from tqdm import tqdm
 
@@ -43,7 +43,7 @@
 )
 from deker.integrity import IntegrityChecker
 from deker.locks import META_DIVIDER
-from deker.log import SelfLoggerMixin, set_logging_level, format_string
+from deker.log import SelfLoggerMixin, format_string, set_logging_level
 from deker.schemas import ArraySchema, VArraySchema
 from deker.tools import convert_human_memory_to_bytes
 from deker.types import ArrayLockMeta, CollectionLockMeta, LocksExtensions, LocksTypes, StorageSize
diff --git a/deker/errors.py b/deker/errors.py
index 0801ff0..8991fd5 100644
--- a/deker/errors.py
+++ b/deker/errors.py
@@ -13,6 +13,7 @@
 #
 # You should have received a copy of the GNU General Public License
 # along with this program.  If not, see <https://www.gnu.org/licenses/>.
+from typing import List
 
 
 # TODO: MOVED
@@ -109,7 +110,38 @@ class DekerSubsetError(DekerArrayError):
 
 
 class DekerVSubsetError(DekerSubsetError):
-    """If something goes wrong while VSubset managing."""
+    """If something goes wrong while VSubset managing.
+
+    Regarding that VSubset's inner Subsets' processing
+    is made in an Executor, this exception actually is
+    an `exceptions messages group`.
+
+    If one or more threads finished with any exception,
+    name, message and reasonable tracebacks of all
+    of these exceptions shall be collected in a list
+    and passed to this class along with some message.
+
+    ```
+    futures = [executor.submit(func, arg) for arg in iterable]
+
+    exceptions = []
+    for future in futures:
+        try:
+            future.result()
+        except Exception as e:
+            exceptions.append(repr(e) + "\n" + traceback.format_exc(-1))
+    ```
+    """
+
+    def __init__(self, message: str, exceptions: List[str]):
+        self.message = message
+        self.exceptions = exceptions
+        super().__init__(message)
+
+    def __str__(self) -> str:
+        enumerated = [f"{num}) {e}" for num, e in enumerate(self.exceptions, start=1)]
+        joined = "\n".join(str(e) for e in enumerated)
+        return f"{self.message}; exceptions:\n\n{joined} "
 
 
 # TODO: MOVED
diff --git a/deker/integrity.py b/deker/integrity.py
index 17d70fa..746640a 100644
--- a/deker/integrity.py
+++ b/deker/integrity.py
@@ -33,6 +33,7 @@
 from deker.tools import get_main_path, get_symlink_path
 from deker.types.private.enums import LocksExtensions
 
+
 if TYPE_CHECKING:
     from deker.client import Client
 
@@ -187,15 +188,15 @@ def _check_varrays_or_arrays(
                 except DekerBaseApplicationError as e:
                     if self.stop_on_error:
                         raise DekerIntegrityError(str(e))
-                    self.errors[
-                        f"Collection {collection.name} arrays integrity errors:"
-                    ].append(str(e))
+                    self.errors[f"Collection {collection.name} arrays integrity errors:"].append(
+                        str(e)
+                    )
         except DekerMetaDataError as e:
             if self.stop_on_error:
                 raise e
-            self.errors[
-                f"Collection {collection.name} (V)Arrays initialization errors:"
-            ].append(str(e))
+            self.errors[f"Collection {collection.name} (V)Arrays initialization errors:"].append(
+                str(e)
+            )
 
     def check(self, collection: Collection) -> None:
         """Check if Arrays or VArrays and their locks in Collection are valid.
diff --git a/deker/locks.py b/deker/locks.py
index 054273d..ef00b70 100644
--- a/deker/locks.py
+++ b/deker/locks.py
@@ -263,6 +263,8 @@ class WriteVarrayLock(BaseLock):
     which managed to obtain all Array locks, will survive.
     """
 
+    ALLOWED_TYPES = ["VSubset"]
+
     # Locks that have been acquired by varray
     locks: List[Tuple[Flock, Path]] = []
     skip_lock: bool = False  # shows that we must skip this lock (e.g server adapters for subset)
diff --git a/deker/subset.py b/deker/subset.py
index 15a4598..850ff72 100644
--- a/deker/subset.py
+++ b/deker/subset.py
@@ -15,6 +15,7 @@
 # along with this program.  If not, see <https://www.gnu.org/licenses/>.
 
 import builtins
+import traceback
 
 from typing import TYPE_CHECKING, Iterator, List, Optional, Tuple, Union
 
@@ -24,7 +25,7 @@
 from numpy import ndarray
 
 from deker.ABC.base_subset import BaseSubset
-from deker.errors import DekerArrayError, DekerLockError, DekerVSubsetError
+from deker.errors import DekerArrayError, DekerVSubsetError
 from deker.locks import WriteVarrayLock
 from deker.schemas import TimeDimensionSchema
 from deker.tools import not_deleted
@@ -621,20 +622,23 @@ def _update(array_data: ArrayPositionedData) -> None:
             self.__array.dtype, self.__array.shape, data, self.__bounds
         )
 
-        results = self.__adapter.executor.map(
-            _update,
-            [
-                ArrayPositionedData(vpos, array_bounds, data[data_bounds])
-                for vpos, array_bounds, data_bounds in self.__arrays
-            ],
-        )
-        try:
-            list(results)
-        except Exception as e:
-            if isinstance(e, DekerLockError):
-                raise e
-            else:
-                raise DekerVSubsetError(
-                    f"ATTENTION: Data in {self!s} IS NOW CORRUPTED due to the exception above"
-                ).with_traceback(e.__traceback__)
+        positions = [
+            ArrayPositionedData(vpos, array_bounds, data[data_bounds])
+            for vpos, array_bounds, data_bounds in self.__arrays
+        ]
+        futures = [self.__adapter.executor.submit(_update, position) for position in positions]
+
+        exceptions = []
+        for future in futures:
+            try:
+                future.result()
+            except Exception as e:
+                exceptions.append(repr(e) + "\n" + traceback.format_exc(-1))
+
+        if exceptions:
+            raise DekerVSubsetError(
+                f"ATTENTION: Data in {self!s} MAY BE NOW CORRUPTED due to the exceptions occurred in threads",
+                exceptions,
+            )
+
         self.logger.info(f"{self!s} data updated OK")
diff --git a/deker/tools/attributes.py b/deker/tools/attributes.py
new file mode 100644
index 0000000..91f2d68
--- /dev/null
+++ b/deker/tools/attributes.py
@@ -0,0 +1,114 @@
+# deker - multidimensional arrays storage engine
+# Copyright (C) 2023  OpenWeather
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <https://www.gnu.org/licenses/>.
+import re
+
+from datetime import datetime
+from typing import Any, Tuple, Type, Union
+
+import numpy as np
+
+from deker_tools.time import get_utc
+
+
+def serialize_attribute_value(
+    val: Any,
+) -> Union[Tuple[str, int, float, tuple], str, int, float, tuple]:
+    """Serialize attribute value.
+
+    :param val: complex number
+    """
+    if isinstance(val, datetime):
+        return val.isoformat()
+    if isinstance(val, np.ndarray):
+        return val.tolist()  # type: ignore[attr-defined]
+    if isinstance(val, complex):
+        return str(val)
+    if isinstance(val, np.integer):
+        return int(val)
+    if isinstance(val, np.floating):
+        return float(val)
+    if isinstance(val, np.complexfloating):
+        return str(complex(val))
+    if isinstance(val, (list, tuple)):
+        return serialize_attribute_nested_tuples(val)  # type: ignore[arg-type]
+
+    return val
+
+
+def serialize_attribute_nested_tuples(value: Union[tuple, list]) -> Tuple[Any, ...]:
+    """Serialize attribute nested tuples and their elements.
+
+    :param value: tuple instance
+    """
+    serialized = []
+    for el in value:
+        if isinstance(el, (list, tuple)):
+            val = serialize_attribute_nested_tuples(el)
+        else:
+            val = serialize_attribute_value(el)
+        serialized.append(val)  # type: ignore[arg-type]
+    return tuple(serialized)
+
+
+def deserialize_attribute_value(val: Any, dtype: Type, from_tuple: bool) -> Any:
+    """Deserialize attribute value.
+
+    :param val: attribute value
+    :param dtype: attribute dtype from schema or type of tuple element
+    :param from_tuple: flag for tuple inner elements
+    """
+    if dtype == datetime:
+        val = get_utc(val)
+    else:
+        val = dtype(val)
+
+    if isinstance(val, (list, tuple)) and dtype == tuple:
+        return deserialize_attribute_nested_tuples(val)  # type: ignore[arg-type]
+
+    if dtype == str:
+        # if the value comes from a tuple as one of its elements
+        if from_tuple:
+            # it may be a serialized string representation of a complex number
+            complex_number_regex = re.compile(
+                r"^(\()([+-]?)\d+(?:\.\d+)?(e?)([+-]?)(\d+)?"
+                r"([+-]?)\d+(?:\.\d+)?(e?)([+-]?)(\d+)?j(\))$"
+            )
+            # as far as we don't exactly know what it is
+            # we try to catch it by a regular expression
+            if re.findall(complex_number_regex, val):  # type: ignore[arg-type]
+                try:
+                    # and to convert it to a complex number if there's a match
+                    return complex(val)  # type: ignore[arg-type]
+                except ValueError:
+                    # if conversion fails we return string
+                    return val
+
+    return val
+
+
+def deserialize_attribute_nested_tuples(value: Tuple[Any, ...]) -> Tuple[Any, ...]:
+    """Deserialize attribute nested tuples and their elements.
+
+    :param value: attribute tuple value
+    """
+    deserialized = []
+    for el in value:
+        if isinstance(el, (tuple, list)):
+            value = deserialize_attribute_nested_tuples(el)  # type: ignore[arg-type]
+        else:
+            value = deserialize_attribute_value(el, type(el), True)
+        deserialized.append(value)
+    return tuple(deserialized)
diff --git a/deker/validators.py b/deker/validators.py
index 0be2e7e..e8dbdce 100644
--- a/deker/validators.py
+++ b/deker/validators.py
@@ -23,6 +23,8 @@
 
 from deker.dimensions import Dimension, TimeDimension
 from deker.errors import DekerValidationError
+from deker.types import DTypeEnum
+
 
 if TYPE_CHECKING:
     from deker.schemas import ArraySchema, AttributeSchema, VArraySchema
@@ -42,17 +44,38 @@ def process_time_dimension_attrs(attributes: dict, attr_name: str) -> datetime.d
     return time_attribute
 
 
+def __validate_attribute_type(attribute: object) -> None:
+    """Validate attribute type over allowed types.
+
+    :param attribute: attribute object
+    """
+    if isinstance(attribute, tuple):
+        for attr in attribute:
+            __validate_attribute_type(attr)
+
+    dtype = type(attribute)
+    if attribute is not None:
+        try:
+            DTypeEnum(dtype).value
+        except (ValueError, KeyError):
+            raise DekerValidationError(f"Invalid dtype value {dtype}")
+
+
 def __process_attributes_types(
     attrs_schema: Tuple["AttributeSchema", ...],
     primary_attributes: dict,
     custom_attributes: dict,
+    dimensions: list,
 ) -> None:
     """Validate attributes types over schema and update dicts if needed.
 
     :param attrs_schema: attributes schema
     :param primary_attributes: primary attributes to validate
     :param custom_attributes: custom attributes to validate
+    :param dimensions: list of dimensions
     """
+    from deker.schemas import TimeDimensionSchema
+
     attributes = {**primary_attributes, **custom_attributes}
     for attr in attrs_schema:
         if attr.primary:
@@ -65,6 +88,10 @@ def __process_attributes_types(
                     f"expected {attr.dtype}"
                 )
 
+            # validate tuples contents type
+            if isinstance(primary_attributes[attr.name], tuple):
+                __validate_attribute_type(primary_attributes[attr.name])
+
         else:
             # check if custom attribute is not missing and its type
             custom_attribute = custom_attributes.get(attr.name)
@@ -76,11 +103,27 @@ def __process_attributes_types(
 
             if custom_attribute is None:
                 if attr.dtype == datetime.datetime:
-                    raise DekerValidationError(f'Custom attribute "{attr.name}" cannot be None')
+                    for d in dimensions:
+                        if (
+                            isinstance(d, TimeDimensionSchema)
+                            and isinstance(d.start_value, str)
+                            and d.start_value.startswith("$" + attr.name)
+                        ):
+                            raise DekerValidationError(
+                                f'Custom attribute "{attr.name}" cannot be None'
+                            )
                 custom_attributes[attr.name] = None
 
-        # convert attribute with datetime to utc if needed
-        if attr.dtype == datetime.datetime and attr.name in attributes:
+            # validate tuples
+            if isinstance(custom_attributes[attr.name], tuple):
+                __validate_attribute_type(custom_attributes[attr.name])
+
+        # convert datetime attribute with set datetime value to utc if needed
+        if (
+            attr.dtype == datetime.datetime
+            and attr.name in attributes
+            and attributes[attr.name] is not None
+        ):
             try:
                 utc = get_utc(attributes[attr.name])
                 if attr.primary:
@@ -138,7 +181,7 @@ def process_attributes(
             f"Invalid attributes: {sorted(extra_names)}"
         )
     __process_attributes_types(
-        attrs_schema, primary_attributes, custom_attributes  # type: ignore[arg-type]
+        attrs_schema, primary_attributes, custom_attributes, schema.dimensions  # type: ignore[arg-type]
     )
     return primary_attributes, custom_attributes
 
diff --git a/poetry.lock b/poetry.lock
index 6748a90..2ae9f50 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,25 +1,25 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
-version = "0.7.13"
-description = "A configurable sidebar-enabled Sphinx theme"
+version = "0.7.16"
+description = "A light, configurable Sphinx theme"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 files = [
-    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
-    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+    {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
+    {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
 ]
 
 [[package]]
 name = "anyio"
-version = "4.2.0"
+version = "4.3.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "anyio-4.2.0-py3-none-any.whl", hash = "sha256:745843b39e829e108e518c489b31dc757de7d2131d53fac32bd8df268227bfee"},
-    {file = "anyio-4.2.0.tar.gz", hash = "sha256:e1875bb4b4e2de1669f4bc7869b6d3f54231cdced71605e6e64c9be77e3be50f"},
+    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
+    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
 ]
 
 [package.dependencies]
@@ -56,13 +56,13 @@ limiter = ["cachecontrol[filecache] (>=0.12.6)", "lockfile (>=0.12.2)"]
 
 [[package]]
 name = "apeye-core"
-version = "1.1.4"
+version = "1.1.5"
 description = "Core (offline) functionality for the apeye library."
 optional = false
 python-versions = ">=3.6.1"
 files = [
-    {file = "apeye_core-1.1.4-py3-none-any.whl", hash = "sha256:084bc696448d3ac428fece41c1f2eb08fa9d9ce1d1b2f4d43187e3def4528a60"},
-    {file = "apeye_core-1.1.4.tar.gz", hash = "sha256:72bb89fed3baa647cb81aa28e1d851787edcbf9573853b5d2b5f87c02f50eaf5"},
+    {file = "apeye_core-1.1.5-py3-none-any.whl", hash = "sha256:dc27a93f8c9e246b3b238c5ea51edf6115ab2618ef029b9f2d9a190ec8228fbf"},
+    {file = "apeye_core-1.1.5.tar.gz", hash = "sha256:5de72ed3d00cc9b20fea55e54b7ab8f5ef8500eb33a5368bc162a5585e238a55"},
 ]
 
 [package.dependencies]
@@ -82,31 +82,32 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "23.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
-    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
+dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "autodocsumm"
-version = "0.2.11"
+version = "0.2.12"
 description = "Extended sphinx autodoc including automatic autosummaries"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "autodocsumm-0.2.11-py3-none-any.whl", hash = "sha256:f1d0a623bf1ad64d979a9e23fd360d1fb1b8f869beaf3197f711552cddc174e2"},
-    {file = "autodocsumm-0.2.11.tar.gz", hash = "sha256:183212bd9e9f3b58a96bb21b7958ee4e06224107aa45b2fd894b61b83581b9a9"},
+    {file = "autodocsumm-0.2.12-py3-none-any.whl", hash = "sha256:b842b53c686c07a4f174721ca4e729b027367703dbf42e2508863a3c6d6c049c"},
+    {file = "autodocsumm-0.2.12.tar.gz", hash = "sha256:848fe8c38df433c6635489499b969cb47cc389ed3d7b6e75c8ccbc94d4b3bf9e"},
 ]
 
 [package.dependencies]
@@ -151,19 +152,22 @@ yaml = ["PyYAML"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.12.2"
+version = "4.12.3"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.6.0"
 files = [
-    {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"},
-    {file = "beautifulsoup4-4.12.2.tar.gz", hash = "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da"},
+    {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
+    {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
 ]
 
 [package.dependencies]
 soupsieve = ">1.2"
 
 [package.extras]
+cchardet = ["cchardet"]
+chardet = ["chardet"]
+charset-normalizer = ["charset-normalizer"]
 html5lib = ["html5lib"]
 lxml = ["lxml"]
 
@@ -218,34 +222,34 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "cachecontrol"
-version = "0.13.1"
+version = "0.14.0"
 description = "httplib2 caching for requests"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cachecontrol-0.13.1-py3-none-any.whl", hash = "sha256:95dedbec849f46dda3137866dc28b9d133fc9af55f5b805ab1291833e4457aa4"},
-    {file = "cachecontrol-0.13.1.tar.gz", hash = "sha256:f012366b79d2243a6118309ce73151bf52a38d4a5dac8ea57f09bd29087e506b"},
+    {file = "cachecontrol-0.14.0-py3-none-any.whl", hash = "sha256:f5bf3f0620c38db2e5122c0726bdebb0d16869de966ea6a2befe92470b740ea0"},
+    {file = "cachecontrol-0.14.0.tar.gz", hash = "sha256:7db1195b41c81f8274a7bbd97c956f44e8348265a1bc7641c37dfebc39f0c938"},
 ]
 
 [package.dependencies]
 filelock = {version = ">=3.8.0", optional = true, markers = "extra == \"filecache\""}
-msgpack = ">=0.5.2"
+msgpack = ">=0.5.2,<2.0.0"
 requests = ">=2.16.0"
 
 [package.extras]
-dev = ["CacheControl[filecache,redis]", "black", "build", "cherrypy", "mypy", "pytest", "pytest-cov", "sphinx", "tox", "types-redis", "types-requests"]
+dev = ["CacheControl[filecache,redis]", "black", "build", "cherrypy", "furo", "mypy", "pytest", "pytest-cov", "sphinx", "sphinx-copybutton", "tox", "types-redis", "types-requests"]
 filecache = ["filelock (>=3.8.0)"]
 redis = ["redis (>=2.10.5)"]
 
 [[package]]
 name = "certifi"
-version = "2023.11.17"
+version = "2024.2.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
-    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
+    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
+    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
 ]
 
 [[package]]
@@ -451,18 +455,18 @@ toml = ["tomli"]
 
 [[package]]
 name = "cssutils"
-version = "2.9.0"
+version = "2.10.2"
 description = "A CSS Cascading Style Sheets library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "cssutils-2.9.0-py3-none-any.whl", hash = "sha256:f8b013169e281c0c6083207366c5005f5dd4549055f7aba840384fb06a78745c"},
-    {file = "cssutils-2.9.0.tar.gz", hash = "sha256:89477b3d17d790e97b9fb4def708767061055795aae6f7c82ae32e967c9be4cd"},
+    {file = "cssutils-2.10.2-py3-none-any.whl", hash = "sha256:4ad7d2f29270b22cf199f65a6b5e795f2c3130f3b9fb50c3d45e5054ef86e41a"},
+    {file = "cssutils-2.10.2.tar.gz", hash = "sha256:93cf92a350b1c123b17feff042e212f94d960975a3ed145743d84ebe8ccec7ab"},
 ]
 
 [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 = ["cssselect", "importlib-resources", "jaraco.test (>=5.1)", "lxml", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["cssselect", "importlib-resources", "jaraco.test (>=5.1)", "lxml", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "darglint"
@@ -511,12 +515,12 @@ numpy = ">=1.18,<2.0"
 
 [[package]]
 name = "deker-server-adapters"
-version = "1.0.3"
+version = "1.0.4"
 description = "Plugin with server adapters for Deker"
 optional = true
 python-versions = ">=3.9,<4.0"
 files = [
-    {file = "deker_server_adapters-1.0.3.tar.gz", hash = "sha256:421caf459c3dedf4f1950d56b86079ab73150def1e5cfe84b79627b72b11bfb5"},
+    {file = "deker_server_adapters-1.0.4.tar.gz", hash = "sha256:08c067f4fff39896eede75b2c883d23250444b957d55d649946973e0748bf95a"},
 ]
 
 [package.dependencies]
@@ -524,15 +528,16 @@ httpx = {version = ">=0.24.1,<0.25.0", extras = ["http2"]}
 
 [[package]]
 name = "deker-shell"
-version = "1.0.1"
+version = "1.1.0"
 description = "Interactive shell for Deker"
 optional = true
 python-versions = ">=3.9,<4.0"
 files = [
-    {file = "deker_shell-1.0.1.tar.gz", hash = "sha256:663a9557e3eaac093ace1f5e375d6188de66de0f3075cd7086e5d7058ce43cbf"},
+    {file = "deker_shell-1.1.0.tar.gz", hash = "sha256:959adc4eb3aa719ad87f56dcc0540ce86b783b4560e5288133b10cba1d7b2240"},
 ]
 
 [package.dependencies]
+click = "8.1.7"
 ptpython = "3.0.23"
 
 [[package]]
@@ -656,18 +661,18 @@ test = ["pytest (>=6)"]
 
 [[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]]
@@ -792,20 +797,21 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.40"
+version = "3.1.43"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "GitPython-3.1.40-py3-none-any.whl", hash = "sha256:cf14627d5a8049ffbf49915732e5eddbe8134c3bdb9d476e6182b676fc573f8a"},
-    {file = "GitPython-3.1.40.tar.gz", hash = "sha256:22b126e9ffb671fdd0c129796343a02bf67bf2994b35449ffc9321aa755e18a4"},
+    {file = "GitPython-3.1.43-py3-none-any.whl", hash = "sha256:eec7ec56b92aad751f9912a73404bc02ba212a23adb2c7098ee668417051a1ff"},
+    {file = "GitPython-3.1.43.tar.gz", hash = "sha256:35f314a9f878467f5453cc1fee295c3e18e52f1b99f10f6cf5b1682e968a9e7c"},
 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
 [package.extras]
-test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-sugar"]
+doc = ["sphinx (==4.3.2)", "sphinx-autodoc-typehints", "sphinx-rtd-theme", "sphinxcontrib-applehelp (>=1.0.2,<=1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.0,<=2.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)"]
+test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"]
 
 [[package]]
 name = "h11"
@@ -872,17 +878,17 @@ numpy = ">=1.17.3"
 
 [[package]]
 name = "hdf5plugin"
-version = "4.3.0"
+version = "4.4.0"
 description = "HDF5 Plugins for Windows, MacOS, and Linux"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "hdf5plugin-4.3.0-py3-none-macosx_10_9_universal2.whl", hash = "sha256:958b7c1d86617d360647ada72d9b07e854dca2a772f06e3bc9a67de653bc297d"},
-    {file = "hdf5plugin-4.3.0-py3-none-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:da7fc3d9cb5a7532efe7e7aa04c58e1463905e3834e50d241d4aab98507db1cd"},
-    {file = "hdf5plugin-4.3.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:231c3f7e2e0ca48ad3fbf44413fc3b008f5d3737b4ab7cd0e7603a6a42cd7d54"},
-    {file = "hdf5plugin-4.3.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aeb9e16355eb0330e8158d2cae9f1d0c283843670e2fd1e8d9cc7515464e36f4"},
-    {file = "hdf5plugin-4.3.0-py3-none-win_amd64.whl", hash = "sha256:cb0562ac61aa9144a5e1a53eb228559ad78d9feac3dd4bedf37f1e3d2f3e760e"},
-    {file = "hdf5plugin-4.3.0.tar.gz", hash = "sha256:0face8ee85817f168ab97cd72bd83dfd2803adbe7fc4881c5edf5b064ecb3684"},
+    {file = "hdf5plugin-4.4.0-py3-none-macosx_10_9_universal2.whl", hash = "sha256:4bb9c0d65d3b76de0079242cd4cc5f94260e7eee80e22e09c4e6bcf0d91a6392"},
+    {file = "hdf5plugin-4.4.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c75f91e3a80941e547e6510504a00b39482106c77d03e73ebe85dc7e88fb07ea"},
+    {file = "hdf5plugin-4.4.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:847035458e0304164883faf24ced00f1d1574644310ae71303c489679ddd33aa"},
+    {file = "hdf5plugin-4.4.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2ca4a2d3077b6652111d9e3870935cc50b6df5fc76675df1dc325d52a1f06974"},
+    {file = "hdf5plugin-4.4.0-py3-none-win_amd64.whl", hash = "sha256:843aed853d7cc09461ab58ecd836e0679c698816e46ab28f93e986bc76342fb3"},
+    {file = "hdf5plugin-4.4.0.tar.gz", hash = "sha256:4142f54170843782eda7456b8f47d15910879ceb2608025aebf9464b7163913a"},
 ]
 
 [package.dependencies]
@@ -890,6 +896,7 @@ h5py = "*"
 
 [package.extras]
 dev = ["sphinx", "sphinx-rtd-theme"]
+test = ["blosc2 (>=2.5.1)", "blosc2-grok (>=0.2.2)"]
 
 [[package]]
 name = "hpack"
@@ -981,13 +988,13 @@ files = [
 
 [[package]]
 name = "identify"
-version = "2.5.33"
+version = "2.5.35"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.33-py2.py3-none-any.whl", hash = "sha256:d40ce5fcd762817627670da8a7d8d8e65f24342d14539c59488dc603bf662e34"},
-    {file = "identify-2.5.33.tar.gz", hash = "sha256:161558f9fe4559e1557e1bff323e8631f6a0e4837f7497767c1782832f16b62d"},
+    {file = "identify-2.5.35-py2.py3-none-any.whl", hash = "sha256:c4de0081837b211594f8e877a6b4fad7ca32bbfc1a9307fdd61c28bfe923f13e"},
+    {file = "identify-2.5.35.tar.gz", hash = "sha256:10a7ca245cfcd756a554a7288159f72ff105ad233c7c4b9c6f0f4d108f5f6791"},
 ]
 
 [package.extras]
@@ -1017,22 +1024,22 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "7.0.1"
+version = "7.1.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.0.1-py3-none-any.whl", hash = "sha256:4805911c3a4ec7c3966410053e9ec6a1fecd629117df5adee56dfc9432a1081e"},
-    {file = "importlib_metadata-7.0.1.tar.gz", hash = "sha256:f238736bb06590ae52ac1fab06a3a9ef1d8dce2b7a35b5ab329371d6c8f5d2cc"},
+    {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]
 zipp = ">=0.5"
 
 [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"]
+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-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+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 = "iniconfig"
@@ -1083,13 +1090,13 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "3.0.3"
+version = "3.1.3"
 description = "A very fast and expressive template engine."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.0.3-py3-none-any.whl", hash = "sha256:077ce6014f7b40d03b47d1f1ca4b0fc8328a692bd284016f806ed0eaca390ad8"},
-    {file = "Jinja2-3.0.3.tar.gz", hash = "sha256:611bb273cd68f3b993fabdc4064fc858c5b47a973cb5aa7999ec1ba405c87cd7"},
+    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
+    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
 ]
 
 [package.dependencies]
@@ -1186,61 +1193,71 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
 name = "markupsafe"
-version = "2.1.3"
+version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "MarkupSafe-2.1.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cd0f502fe016460680cd20aaa5a76d241d6f35a1c3350c474bac1273803893fa"},
-    {file = "MarkupSafe-2.1.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e09031c87a1e51556fdcb46e5bd4f59dfb743061cf93c4d6831bf894f125eb57"},
-    {file = "MarkupSafe-2.1.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:68e78619a61ecf91e76aa3e6e8e33fc4894a2bebe93410754bd28fce0a8a4f9f"},
-    {file = "MarkupSafe-2.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:65c1a9bcdadc6c28eecee2c119465aebff8f7a584dd719facdd9e825ec61ab52"},
-    {file = "MarkupSafe-2.1.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:525808b8019e36eb524b8c68acdd63a37e75714eac50e988180b169d64480a00"},
-    {file = "MarkupSafe-2.1.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:962f82a3086483f5e5f64dbad880d31038b698494799b097bc59c2edf392fce6"},
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+sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)"]
 test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
-xml = ["lxml (>=4.8.0)"]
+xml = ["lxml (>=4.9.2)"]
 
 [[package]]
 name = "parso"
@@ -1618,28 +1640,28 @@ flake8 = ">=5.0.0"
 
 [[package]]
 name = "platformdirs"
-version = "4.1.0"
+version = "4.2.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "platformdirs-4.1.0.tar.gz", hash = "sha256:906d548203468492d432bcb294d4bc2fff751bf84971fbb2c10918cc206ee420"},
+    {file = "platformdirs-4.2.0-py3-none-any.whl", hash = "sha256:0614df2a2f37e1a662acbd8e2b25b92ccf8632929bc6d43467e17fe89c75e068"},
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 ]
 
 [package.extras]
-docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
+docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
 
 [[package]]
 name = "pluggy"
-version = "1.3.0"
+version = "1.4.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1680,27 +1702,27 @@ wcwidth = "*"
 
 [[package]]
 name = "psutil"
-version = "5.9.7"
+version = "5.9.8"
 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 = [
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+    {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"},
 ]
 
 [package.extras]
@@ -1889,13 +1911,13 @@ termcolor = ">=1.1.0"
 
 [[package]]
 name = "python-dateutil"
-version = "2.8.2"
+version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
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-    {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
+    {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
+    {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
 
 [package.dependencies]
@@ -1903,13 +1925,13 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2023.3.post1"
+version = "2024.1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
-    {file = "pytz-2023.3.post1-py2.py3-none-any.whl", hash = "sha256:ce42d816b81b68506614c11e8937d3aa9e41007ceb50bfdcb0749b921bf646c7"},
-    {file = "pytz-2023.3.post1.tar.gz", hash = "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b"},
+    {file = "pytz-2024.1-py2.py3-none-any.whl", hash = "sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319"},
+    {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"},
 ]
 
 [[package]]
@@ -1997,13 +2019,13 @@ docutils = ">=0.11,<1.0"
 
 [[package]]
 name = "rich"
-version = "13.7.0"
+version = "13.7.1"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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-    {file = "rich-13.7.0.tar.gz", hash = "sha256:5cb5123b5cf9ee70584244246816e9114227e0b98ad9176eede6ad54bf5403fa"},
+    {file = "rich-13.7.1-py3-none-any.whl", hash = "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222"},
+    {file = "rich-13.7.1.tar.gz", hash = "sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432"},
 ]
 
 [package.dependencies]
@@ -2015,13 +2037,13 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "ruamel-yaml"
-version = "0.18.5"
+version = "0.18.6"
 description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "ruamel.yaml-0.18.5.tar.gz", hash = "sha256:61917e3a35a569c1133a8f772e1226961bf5a1198bea7e23f06a0841dea1ab0e"},
+    {file = "ruamel.yaml-0.18.6-py3-none-any.whl", hash = "sha256:57b53ba33def16c4f3d807c0ccbc00f8a6081827e81ba2491691b76882d0c636"},
+    {file = "ruamel.yaml-0.18.6.tar.gz", hash = "sha256:8b27e6a217e786c6fbe5634d8f3f11bc63e0f80f6a5890f28863d9c45aac311b"},
 ]
 
 [package.dependencies]
@@ -2040,24 +2062,24 @@ python-versions = ">=3.6"
 files = [
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@@ -2065,7 +2087,7 @@ files = [
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     {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-macosx_12_0_arm64.whl", hash = "sha256:f481f16baec5290e45aebdc2a5168ebc6d35189ae6fea7a58787613a25f6e875"},
-    {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-manylinux_2_24_aarch64.whl", hash = "sha256:77159f5d5b5c14f7c34073862a6b7d34944075d9f93e681638f6d753606c6ce6"},
+    {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:3fcc54cb0c8b811ff66082de1680b4b14cf8a81dce0d4fbf665c2265a81e07a1"},
     {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:7f67a1ee819dc4562d444bbafb135832b0b909f81cc90f7aa00260968c9ca1b3"},
     {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:4ecbf9c3e19f9562c7fdd462e8d18dd902a47ca046a2e64dba80699f0b6c09b7"},
     {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:87ea5ff66d8064301a154b3933ae406b0863402a799b16e4a1d24d9fbbcbe0d3"},
@@ -2073,7 +2095,7 @@ files = [
     {file = "ruamel.yaml.clib-0.2.8-cp37-cp37m-win_amd64.whl", hash = "sha256:3f215c5daf6a9d7bbed4a0a4f760f3113b10e82ff4c5c44bec20a68c8014f675"},
     {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1b617618914cb00bf5c34d4357c37aa15183fa229b24767259657746c9077615"},
     {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-macosx_12_0_arm64.whl", hash = "sha256:a6a9ffd280b71ad062eae53ac1659ad86a17f59a0fdc7699fd9be40525153337"},
-    {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-manylinux_2_24_aarch64.whl", hash = "sha256:305889baa4043a09e5b76f8e2a51d4ffba44259f6b4c72dec8ca56207d9c6fe1"},
+    {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:665f58bfd29b167039f714c6998178d27ccd83984084c286110ef26b230f259f"},
     {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:700e4ebb569e59e16a976857c8798aee258dceac7c7d6b50cab63e080058df91"},
     {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:e2b4c44b60eadec492926a7270abb100ef9f72798e18743939bdbf037aab8c28"},
     {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:e79e5db08739731b0ce4850bed599235d601701d5694c36570a99a0c5ca41a9d"},
@@ -2081,7 +2103,7 @@ files = [
     {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-win_amd64.whl", hash = "sha256:56f4252222c067b4ce51ae12cbac231bce32aee1d33fbfc9d17e5b8d6966c312"},
     {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:03d1162b6d1df1caa3a4bd27aa51ce17c9afc2046c31b0ad60a0a96ec22f8001"},
     {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:bba64af9fa9cebe325a62fa398760f5c7206b215201b0ec825005f1b18b9bccf"},
-    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-manylinux_2_24_aarch64.whl", hash = "sha256:a1a45e0bb052edf6a1d3a93baef85319733a888363938e1fc9924cb00c8df24c"},
+    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:9eb5dee2772b0f704ca2e45b1713e4e5198c18f515b52743576d196348f374d3"},
     {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:da09ad1c359a728e112d60116f626cc9f29730ff3e0e7db72b9a2dbc2e4beed5"},
     {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:184565012b60405d93838167f425713180b949e9d8dd0bbc7b49f074407c5a8b"},
     {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a75879bacf2c987c003368cf14bed0ffe99e8e85acfa6c0bfffc21a090f16880"},
@@ -2092,19 +2114,19 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "69.0.3"
+version = "69.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-69.0.3-py3-none-any.whl", hash = "sha256:385eb4edd9c9d5c17540511303e39a147ce2fc04bc55289c322b9e5904fe2c05"},
-    {file = "setuptools-69.0.3.tar.gz", hash = "sha256:be1af57fc409f93647f2e8e4573a142ed38724b8cdd389706a867bb4efcf1e78"},
+    {file = "setuptools-69.2.0-py3-none-any.whl", hash = "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"},
+    {file = "setuptools-69.2.0.tar.gz", hash = "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "six"
@@ -2130,13 +2152,13 @@ files = [
 
 [[package]]
 name = "sniffio"
-version = "1.3.0"
+version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
-    {file = "sniffio-1.3.0.tar.gz", hash = "sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101"},
+    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
+    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 
 [[package]]
@@ -2265,24 +2287,23 @@ dev = ["bump2version", "sphinxcontrib-httpdomain", "transifex-client", "wheel"]
 
 [[package]]
 name = "sphinx-tabs"
-version = "3.4.0"
+version = "3.4.5"
 description = "Tabbed views for Sphinx"
 optional = false
 python-versions = "~=3.7"
 files = [
-    {file = "sphinx-tabs-3.4.0.tar.gz", hash = "sha256:75e97ce10b74700deaf87b662539a293c8afc9dfa9d21f126b860118064cb0c5"},
-    {file = "sphinx_tabs-3.4.0-py3-none-any.whl", hash = "sha256:31dbe7594b5ef4cfa76a7960448d4607dca167ff21467000213920572c302072"},
+    {file = "sphinx-tabs-3.4.5.tar.gz", hash = "sha256:ba9d0c1e3e37aaadd4b5678449eb08176770e0fc227e769b6ce747df3ceea531"},
+    {file = "sphinx_tabs-3.4.5-py3-none-any.whl", hash = "sha256:92cc9473e2ecf1828ca3f6617d0efc0aa8acb06b08c56ba29d1413f2f0f6cf09"},
 ]
 
 [package.dependencies]
-docutils = ">=0.17.0,<0.18.0"
-jinja2 = "<3.1.0"
+docutils = "*"
 pygments = "*"
-sphinx = ">=2,<6"
+sphinx = "*"
 
 [package.extras]
 code-style = ["pre-commit (==2.13.0)"]
-testing = ["bs4", "coverage", "pygments", "pytest (>=7.1,<8)", "pytest-cov", "pytest-regressions", "rinohtype", "sphinx-testing"]
+testing = ["bs4", "coverage", "pygments", "pytest (>=7.1,<8)", "pytest-cov", "pytest-regressions", "rinohtype"]
 
 [[package]]
 name = "sphinx-toolbox"
@@ -2320,56 +2341,50 @@ testing = ["coincidence (>=0.4.3)", "pygments (>=2.7.4,<=2.13.0)"]
 
 [[package]]
 name = "sphinxcontrib-applehelp"
-version = "1.0.7"
+version = "1.0.8"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_applehelp-1.0.7-py3-none-any.whl", hash = "sha256:094c4d56209d1734e7d252f6e0b3ccc090bd52ee56807a5d9315b19c122ab15d"},
-    {file = "sphinxcontrib_applehelp-1.0.7.tar.gz", hash = "sha256:39fdc8d762d33b01a7d8f026a3b7d71563ea3b72787d5f00ad8465bd9d6dfbfa"},
+    {file = "sphinxcontrib_applehelp-1.0.8-py3-none-any.whl", hash = "sha256:cb61eb0ec1b61f349e5cc36b2028e9e7ca765be05e49641c97241274753067b4"},
+    {file = "sphinxcontrib_applehelp-1.0.8.tar.gz", hash = "sha256:c40a4f96f3776c4393d933412053962fac2b84f4c99a7982ba42e09576a70619"},
 ]
 
-[package.dependencies]
-Sphinx = ">=5"
-
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-devhelp"
-version = "1.0.5"
+version = "1.0.6"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_devhelp-1.0.5-py3-none-any.whl", hash = "sha256:fe8009aed765188f08fcaadbb3ea0d90ce8ae2d76710b7e29ea7d047177dae2f"},
-    {file = "sphinxcontrib_devhelp-1.0.5.tar.gz", hash = "sha256:63b41e0d38207ca40ebbeabcf4d8e51f76c03e78cd61abe118cf4435c73d4212"},
+    {file = "sphinxcontrib_devhelp-1.0.6-py3-none-any.whl", hash = "sha256:6485d09629944511c893fa11355bda18b742b83a2b181f9a009f7e500595c90f"},
+    {file = "sphinxcontrib_devhelp-1.0.6.tar.gz", hash = "sha256:9893fd3f90506bc4b97bdb977ceb8fbd823989f4316b28c3841ec128544372d3"},
 ]
 
-[package.dependencies]
-Sphinx = ">=5"
-
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "2.0.4"
+version = "2.0.5"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_htmlhelp-2.0.4-py3-none-any.whl", hash = "sha256:8001661c077a73c29beaf4a79968d0726103c5605e27db92b9ebed8bab1359e9"},
-    {file = "sphinxcontrib_htmlhelp-2.0.4.tar.gz", hash = "sha256:6c26a118a05b76000738429b724a0568dbde5b72391a688577da08f11891092a"},
+    {file = "sphinxcontrib_htmlhelp-2.0.5-py3-none-any.whl", hash = "sha256:393f04f112b4d2f53d93448d4bce35842f62b307ccdc549ec1585e950bc35e04"},
+    {file = "sphinxcontrib_htmlhelp-2.0.5.tar.gz", hash = "sha256:0dc87637d5de53dd5eec3a6a01753b1ccf99494bd756aafecd74b4fa9e729015"},
 ]
 
-[package.dependencies]
-Sphinx = ">=5"
-
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["html5lib", "pytest"]
 
 [[package]]
@@ -2402,38 +2417,34 @@ test = ["flake8", "mypy", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
-version = "1.0.6"
+version = "1.0.7"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_qthelp-1.0.6-py3-none-any.whl", hash = "sha256:bf76886ee7470b934e363da7a954ea2825650013d367728588732c7350f49ea4"},
-    {file = "sphinxcontrib_qthelp-1.0.6.tar.gz", hash = "sha256:62b9d1a186ab7f5ee3356d906f648cacb7a6bdb94d201ee7adf26db55092982d"},
+    {file = "sphinxcontrib_qthelp-1.0.7-py3-none-any.whl", hash = "sha256:e2ae3b5c492d58fcbd73281fbd27e34b8393ec34a073c792642cd8e529288182"},
+    {file = "sphinxcontrib_qthelp-1.0.7.tar.gz", hash = "sha256:053dedc38823a80a7209a80860b16b722e9e0209e32fea98c90e4e6624588ed6"},
 ]
 
-[package.dependencies]
-Sphinx = ">=5"
-
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
-version = "1.1.9"
+version = "1.1.10"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_serializinghtml-1.1.9-py3-none-any.whl", hash = "sha256:9b36e503703ff04f20e9675771df105e58aa029cfcbc23b8ed716019b7416ae1"},
-    {file = "sphinxcontrib_serializinghtml-1.1.9.tar.gz", hash = "sha256:0c64ff898339e1fac29abd2bf5f11078f3ec413cfe9c046d3120d7ca65530b54"},
+    {file = "sphinxcontrib_serializinghtml-1.1.10-py3-none-any.whl", hash = "sha256:326369b8df80a7d2d8d7f99aa5ac577f51ea51556ed974e7716cfd4fca3f6cb7"},
+    {file = "sphinxcontrib_serializinghtml-1.1.10.tar.gz", hash = "sha256:93f3f5dc458b91b192fe10c397e324f262cf163d79f3282c158e8436a2c4511f"},
 ]
 
-[package.dependencies]
-Sphinx = ">=5"
-
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
@@ -2451,13 +2462,13 @@ pathspec = ">=0.9.0"
 
 [[package]]
 name = "stevedore"
-version = "5.1.0"
+version = "5.2.0"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "stevedore-5.1.0-py3-none-any.whl", hash = "sha256:8cc040628f3cea5d7128f2e76cf486b2251a4e543c7b938f58d9a377f6694a2d"},
-    {file = "stevedore-5.1.0.tar.gz", hash = "sha256:a54534acf9b89bc7ed264807013b505bf07f74dbe4bcfa37d32bd063870b087c"},
+    {file = "stevedore-5.2.0-py3-none-any.whl", hash = "sha256:1c15d95766ca0569cad14cb6272d4d31dae66b011a929d7c18219c176ea1b5c9"},
+    {file = "stevedore-5.2.0.tar.gz", hash = "sha256:46b93ca40e1114cea93d738a6c1e365396981bb6bb78c27045b7587c9473544d"},
 ]
 
 [package.dependencies]
@@ -2515,13 +2526,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.1"
+version = "4.66.2"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.1-py3-none-any.whl", hash = "sha256:d302b3c5b53d47bce91fea46679d9c3c6508cf6332229aa1e7d8653723793386"},
-    {file = "tqdm-4.66.1.tar.gz", hash = "sha256:d88e651f9db8d8551a62556d3cff9e3034274ca5d66e93197cf2490e2dcb69c7"},
+    {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"},
+    {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"},
 ]
 
 [package.dependencies]
@@ -2555,13 +2566,13 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.
 
 [[package]]
 name = "typing-extensions"
-version = "4.9.0"
+version = "4.10.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.9.0-py3-none-any.whl", hash = "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"},
-    {file = "typing_extensions-4.9.0.tar.gz", hash = "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783"},
+    {file = "typing_extensions-4.10.0-py3-none-any.whl", hash = "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475"},
+    {file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"},
 ]
 
 [[package]]
@@ -2581,40 +2592,41 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "tzdata"
-version = "2023.3"
+version = "2024.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
-    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "2.1.0"
+version = "2.2.1"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "urllib3-2.1.0-py3-none-any.whl", hash = "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3"},
-    {file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"},
+    {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"},
+    {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"},
 ]
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.25.0"
+version = "20.25.1"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.25.0-py3-none-any.whl", hash = "sha256:4238949c5ffe6876362d9c0180fc6c3a824a7b12b80604eeb8085f2ed7460de3"},
-    {file = "virtualenv-20.25.0.tar.gz", hash = "sha256:bf51c0d9c7dd63ea8e44086fa1e4fb1093a31e963b86959257378aef020e1f1b"},
+    {file = "virtualenv-20.25.1-py3-none-any.whl", hash = "sha256:961c026ac520bac5f69acb8ea063e8a4f071bcc9457b9c1f28f6b085c511583a"},
+    {file = "virtualenv-20.25.1.tar.gz", hash = "sha256:e08e13ecdca7a0bd53798f356d5831434afa5b07b93f0abdf0797b7a06ffe197"},
 ]
 
 [package.dependencies]
@@ -2628,13 +2640,13 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 
 [[package]]
 name = "wcwidth"
-version = "0.2.12"
+version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = true
 python-versions = "*"
 files = [
-    {file = "wcwidth-0.2.12-py2.py3-none-any.whl", hash = "sha256:f26ec43d96c8cbfed76a5075dac87680124fa84e0855195a6184da9c187f133c"},
-    {file = "wcwidth-0.2.12.tar.gz", hash = "sha256:f01c104efdf57971bcb756f054dd58ddec5204dd15fa31d6503ea57947d97c02"},
+    {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
+    {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
 ]
 
 [[package]]
@@ -2673,18 +2685,18 @@ viz = ["matplotlib", "nc-time-axis", "seaborn"]
 
 [[package]]
 name = "zipp"
-version = "3.17.0"
+version = "3.18.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
-    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
+    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
 ]
 
 [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 = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [extras]
 all = ["deker-server-adapters", "deker-shell", "xarray"]
diff --git a/pyproject.toml b/pyproject.toml
index af0aa8f..869a727 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -173,7 +173,7 @@ disallow_untyped_defs = false
 # https://pypi.org/project/flake8-pytest-style/
 # https://pypi.org/project/pep8-naming/
 min_python_version = 3.9
-max-complexity = 15
+max-complexity = 16
 max-doc-length = 120
 max-line-length = 120
 strictness = "full"
@@ -202,6 +202,7 @@ per-file-ignores = [
     "deker/private/types/shell.py: D205, D400",
     "deker/collection.py: D401",
     "deker/subset.py: DAR101, E203",
+    "deker/errors.py: D301",
 ]
 ignore = [
     "B012",
diff --git a/tests/parameters/array_params.py b/tests/parameters/array_params.py
index 12fd53f..b119aa7 100644
--- a/tests/parameters/array_params.py
+++ b/tests/parameters/array_params.py
@@ -26,6 +26,5 @@ def attributes_validation_params() -> List[dict]:
                 "time_attr_name": datetime.now(),
             },
         },
-        {"custom_attributes": {"time_attr_name": None}, **default_attributes},
         {"custom_attributes": {"time_attr_name": "word"}, **default_attributes},
     ]
diff --git a/tests/test_cases/test_arrays/test_array_methods.py b/tests/test_cases/test_arrays/test_array_methods.py
index a45a1f5..080b8d2 100644
--- a/tests/test_cases/test_arrays/test_array_methods.py
+++ b/tests/test_cases/test_arrays/test_array_methods.py
@@ -23,10 +23,10 @@
 from deker.client import Client
 from deker.collection import Collection
 from deker.dimensions import TimeDimension
-from deker.errors import DekerMemoryError, DekerValidationError
-from deker.schemas import ArraySchema, DimensionSchema
+from deker.errors import DekerCollectionAlreadyExistsError, DekerMemoryError, DekerValidationError
+from deker.schemas import ArraySchema, AttributeSchema, DimensionSchema
 from deker.tools import get_paths
-from deker.types.private.typings import FancySlice, Slice
+from deker.types.private.typings import FancySlice, NumericDtypes, Slice
 
 
 @pytest.mark.asyncio()
@@ -195,7 +195,7 @@ def test_update_array(self, inserted_array: Array, array_data: np.ndarray, index
         assert (data == update).all()
 
     def test_update_custom_attributes(self, inserted_array_with_attributes: Array):
-        """Tests array update method.
+        """Tests array update_custom_attributes method.
 
         :param inserted_array_with_attributes: Array object
         """
@@ -218,6 +218,74 @@ def test_update_custom_attributes(self, inserted_array_with_attributes: Array):
             if isinstance(d, TimeDimension):
                 assert d.start_value == new_custom_attributes["time_attr_name"]
 
+    @pytest.mark.parametrize("dtype", [datetime, str, tuple] + NumericDtypes)
+    def test_custom_attributes_set_to_none(self, client: Client, dtype: object):
+        """Tests array is created with custom attribute set to None.
+
+        :param client: Deker Client instance
+        """
+        schema = ArraySchema(
+            dimensions=[DimensionSchema(name="x", size=1)],
+            dtype=int,
+            attributes=[AttributeSchema(name="some_attr", dtype=dtype, primary=False)],
+        )
+        col_name = "test_custom_attrs_values_are_None"
+        try:
+            col = client.create_collection(col_name, schema)
+        except DekerCollectionAlreadyExistsError:
+            col = client.get_collection(col_name)
+            col.clear()
+        try:
+            key = "custom_attributes"
+            attrs = {key: {schema.attributes[0].name: None}}
+            array = col.create(**attrs)
+            assert array
+            attr = getattr(array, key)
+            assert attr[schema.attributes[0].name] is None
+        except Exception:
+            raise
+        finally:
+            col.delete()
+
+    @pytest.mark.parametrize("dtype", NumericDtypes + [str, tuple, datetime])
+    def test_custom_attributes_updated_to_none(self, client: Client, dtype: object):
+        """Tests array custom attribute is updated to None.
+
+        :param client: Deker Client instance
+        """
+        schema = ArraySchema(
+            dimensions=[DimensionSchema(name="x", size=1)],
+            dtype=int,
+            attributes=[AttributeSchema(name="some_attr", dtype=dtype, primary=False)],
+        )
+        col_name = "test_custom_attrs_values_are_None"
+        try:
+            col = client.create_collection(col_name, schema)
+        except DekerCollectionAlreadyExistsError:
+            col = client.get_collection(col_name)
+            col.clear()
+
+        try:
+            key = "custom_attributes"
+            if dtype is tuple:
+                val = (1,)
+            elif dtype is datetime:
+                val = datetime(2024, 1, 1, 0, 0, tzinfo=timezone.utc)
+            else:
+                val = dtype(1)  # type: ignore
+            attrs = {key: {schema.attributes[0].name: val}}
+            array = col.create(**attrs)
+            assert array
+            attr = getattr(array, key)
+            assert attr[schema.attributes[0].name] == val
+            array.update_custom_attributes({schema.attributes[0].name: None})
+            attr = getattr(array, key)
+            assert attr[schema.attributes[0].name] is None
+        except Exception:
+            raise
+        finally:
+            col.delete()
+
     @pytest.mark.parametrize(
         "new_custom_attributes",
         [
@@ -240,7 +308,6 @@ def test_update_custom_attributes(self, inserted_array_with_attributes: Array):
                 "time_attr_name": datetime.now(timezone.utc),
             },
             {"custom_attribute": 0.6, "time_attr_name": datetime.now(timezone.utc).isoformat()},
-            {"custom_attribute": 0.6, "time_attr_name": None},
             {"custom_attribute": 0.6, "time_attr_name": timezone.utc},
             {"custom_attribute": 0.6, "time_attr_name": ""},
             {"custom_attribute": 0.6, "time_attr_name": " "},
diff --git a/tests/test_cases/test_arrays/test_varray_methods.py b/tests/test_cases/test_arrays/test_varray_methods.py
index 66950f4..69871c4 100644
--- a/tests/test_cases/test_arrays/test_varray_methods.py
+++ b/tests/test_cases/test_arrays/test_varray_methods.py
@@ -292,7 +292,6 @@ def test_update_custom_attributes(self, inserted_array_with_attributes: VArray):
                 "time_attr_name": datetime.now(timezone.utc),
             },
             {"custom_attribute": 0.6, "time_attr_name": datetime.now(timezone.utc).isoformat()},
-            {"custom_attribute": 0.6, "time_attr_name": None},
             {"custom_attribute": 0.6, "time_attr_name": timezone.utc},
             {"custom_attribute": 0.6, "time_attr_name": ""},
             {"custom_attribute": 0.6, "time_attr_name": " "},
diff --git a/tests/test_cases/test_collections/test_collection_methods.py b/tests/test_cases/test_collections/test_collection_methods.py
index 8dda18a..b899055 100644
--- a/tests/test_cases/test_collections/test_collection_methods.py
+++ b/tests/test_cases/test_collections/test_collection_methods.py
@@ -4,7 +4,6 @@
 from io import BytesIO
 
 import hdf5plugin
-import numpy as np
 import pytest
 
 from deker_local_adapters import HDF5StorageAdapter, LocalCollectionAdapter
diff --git a/tests/test_cases/test_concurrency/test_in_processes.py b/tests/test_cases/test_concurrency/test_in_processes.py
index ccb0e5b..d83379a 100644
--- a/tests/test_cases/test_concurrency/test_in_processes.py
+++ b/tests/test_cases/test_concurrency/test_in_processes.py
@@ -6,16 +6,13 @@
 correctly.
 """
 import os
-import time
 import traceback
 
 from multiprocessing import Event, Manager, Process, cpu_count
 from multiprocessing.pool import Pool
 from pathlib import Path
-from threading import get_native_id
 from typing import Callable, Dict, Literal
 from unittest.mock import patch
-from uuid import uuid4
 
 import h5py
 import numpy as np
@@ -28,15 +25,15 @@
 from deker.arrays import Array, VArray
 from deker.client import Client
 from deker.collection import Collection
-from deker.errors import DekerLockError, DekerVSubsetError
+from deker.errors import DekerLockError
 from deker.locks import (
     CollectionLock,
+    CreateArrayLock,
     Flock,
     ReadArrayLock,
     UpdateMetaAttributeLock,
     WriteArrayLock,
     WriteVarrayLock,
-    CreateArrayLock,
 )
 from deker.schemas import ArraySchema, DimensionSchema, VArraySchema
 from deker.tools import get_paths
@@ -420,7 +417,7 @@ def test_intersecting_vsubsets_update_fail(
             (np.index_exp[:5, 3:, :], 500),  # shall be blocked
             (np.index_exp[8:, 8:, 8:], blocking_value),  # shall proceed as non-locked
         )
-        # Call read process to lock arrays for reading
+        # Call read process to lock arrays
         proc = Process(
             target=call_array_method,
             args=(
diff --git a/tests/test_cases/test_schemas/test_array_schema.py b/tests/test_cases/test_schemas/test_array_schema.py
index 5776aa9..d7021fa 100644
--- a/tests/test_cases/test_schemas/test_array_schema.py
+++ b/tests/test_cases/test_schemas/test_array_schema.py
@@ -6,7 +6,7 @@
 
 from tests.parameters.schemas_params import ArraySchemaCreationParams
 
-from deker.errors import DekerValidationError
+from deker.errors import DekerCollectionAlreadyExistsError, DekerValidationError
 from deker.schemas import ArraySchema, AttributeSchema, DimensionSchema, TimeDimensionSchema
 
 
@@ -151,5 +151,61 @@ def test_array_schema_shape_is_python_int(array_schema: ArraySchema):
         assert type(i) == int
 
 
+@pytest.mark.parametrize("primary", [False, True])
+def test_schema_with_TD_and_start_value_link_fail_on_attr_is_None(client, primary):
+    schema = ArraySchema(
+        dimensions=[
+            TimeDimensionSchema(name="x", size=1, start_value="$some_attr", step=timedelta(1))
+        ],
+        dtype=int,
+        attributes=[AttributeSchema(name="some_attr", dtype=datetime, primary=primary)],
+    )
+    col_name = "test_TD_start_value_linked_attr_value_can_not_be_None"
+    try:
+        col = client.create_collection(col_name, schema)
+    except DekerCollectionAlreadyExistsError:
+        col = client.get_collection(col_name)
+        col.clear()
+    try:
+        if primary:
+            key = "primary_attributes"
+        else:
+            key = "custom_attributes"
+        attrs = {key: {schema.attributes[0].name: None}}
+        with pytest.raises(DekerValidationError):
+            assert col.create(**attrs)
+    finally:
+        col.delete()
+
+
+def test_schema_with_TD_and_start_value_link_fail_on_custom_attr_is_set_to_None(client):
+    schema = ArraySchema(
+        dimensions=[
+            TimeDimensionSchema(name="x", size=1, start_value="$some_attr", step=timedelta(1))
+        ],
+        dtype=int,
+        attributes=[AttributeSchema(name="some_attr", dtype=datetime, primary=False)],
+    )
+    col_name = "test_TD_start_value_linked_attr_value_can_not_be_set_to_None"
+    try:
+        col = client.create_collection(col_name, schema)
+    except DekerCollectionAlreadyExistsError:
+        col = client.get_collection(col_name)
+        col.clear()
+    try:
+        key = "custom_attributes"
+        attrs = {key: {schema.attributes[0].name: datetime(2024, 1, 1, tzinfo=timezone.utc)}}
+        array = col.create(**attrs)
+        assert array
+        assert (
+            array.custom_attributes[schema.attributes[0].name]
+            == attrs[key][schema.attributes[0].name]
+        )
+        with pytest.raises(DekerValidationError):
+            assert array.update_custom_attributes({schema.attributes[0].name: None})
+    finally:
+        col.delete()
+
+
 if __name__ == "__main__":
     pytest.main()
diff --git a/tests/test_cases/test_schemas/test_attributes_schema.py b/tests/test_cases/test_schemas/test_attributes_schema.py
index a95c13e..1a4e981 100644
--- a/tests/test_cases/test_schemas/test_attributes_schema.py
+++ b/tests/test_cases/test_schemas/test_attributes_schema.py
@@ -4,6 +4,7 @@
 from datetime import datetime
 from typing import FrozenSet
 
+import numpy as np
 import pytest
 
 from deker_local_adapters import LocalArrayAdapter
@@ -12,7 +13,7 @@
 from deker.arrays import Array, VArray
 from deker.collection import Collection
 from deker.dimensions import Dimension, TimeDimension
-from deker.errors import DekerValidationError
+from deker.errors import DekerCollectionAlreadyExistsError, DekerValidationError
 from deker.schemas import ArraySchema, AttributeSchema
 from deker.types.private.typings import NumericDtypes
 
@@ -167,11 +168,58 @@ def test_attributes_schema_primary_raises_type(self, primary):
             assert AttributeSchema(name="some_attr", dtype=float, primary=primary)
 
     @pytest.mark.parametrize("primary", [True, False])
-    def test_attributes_schema_primary_ok(self, primary):
+    def test_attributes_schema_primary_param_ok(self, primary):
         a = AttributeSchema(name="some_attr", dtype=int, primary=primary)
         assert a
         assert a.primary == primary
 
+    @pytest.mark.parametrize("primary", [False, True])
+    @pytest.mark.parametrize(
+        ("dtype", "value"),
+        [
+            (tuple, set("abc")),
+            (tuple, list({"abc", "def"})),
+            (tuple, ({1: 2}, {3: 4})),
+            (tuple, ({1, 2}, {3, 4})),
+            (tuple, ([1, 2], [3, 4])),
+            (tuple, ([1, 2], [3, 4])),
+        ],
+    )
+    def test_attributes_schema_raise_on_tuples_values(self, client, primary, dtype, value):
+        schema = ArraySchema(
+            dimensions=[DimensionSchema(name="x", size=1)],
+            dtype=int,
+            attributes=[AttributeSchema(name="some_attr", dtype=dtype, primary=primary)],
+        )
+        col_name = "test_attrs_values_validation"
+        try:
+            col = client.create_collection(col_name, schema)
+        except DekerCollectionAlreadyExistsError:
+            col = client.get_collection(col_name)
+            col.clear()
+
+        try:
+            if primary:
+                key = "primary_attributes"
+            else:
+                key = "custom_attributes"
+
+            attrs = {key: {"some_attr": value}}
+            with pytest.raises(DekerValidationError):
+                assert col.create(**attrs)
+
+        finally:
+            col.delete()
+
+    @pytest.mark.parametrize("primary", [False, True])
+    @pytest.mark.parametrize(
+        "dtype",
+        [set, dict, None, list],
+    )
+    def test_attributes_schema_raises_on_dtype(self, primary, dtype):
+        with pytest.raises(DekerValidationError):
+            AttributeSchema(name="some_attr", dtype=dtype, primary=primary)
+
 
 @pytest.mark.parametrize("primary", (True, False))
 def test_schema_conversion(
diff --git a/tests/test_cases/test_subsets/test_varray_subset_methods.py b/tests/test_cases/test_subsets/test_varray_subset_methods.py
index 1b2bbb9..0719a48 100644
--- a/tests/test_cases/test_subsets/test_varray_subset_methods.py
+++ b/tests/test_cases/test_subsets/test_varray_subset_methods.py
@@ -1,5 +1,10 @@
+import time
+import traceback
+
 from collections import OrderedDict
+from concurrent.futures import ThreadPoolExecutor
 from datetime import datetime, timedelta, timezone
+from random import randint
 from typing import Tuple
 
 import hdf5plugin
@@ -10,15 +15,15 @@
 
 from tests.parameters.index_exp_params import valid_index_exp_params
 
-from deker import Scale
 from deker.arrays import VArray
 from deker.client import Client
 from deker.collection import Collection
-from deker.errors import DekerArrayError, DekerSubsetError
+from deker.errors import DekerArrayError, DekerSubsetError, DekerVSubsetError
 from deker.schemas import AttributeSchema, DimensionSchema, TimeDimensionSchema, VArraySchema
 from deker.subset import VSubset
 from deker.types.private.classes import ArrayPosition
 from deker.types.private.typings import Slice
+from deker.types.public.classes import Scale
 
 
 class TestVArraySubset:
@@ -523,6 +528,38 @@ def test_vsubset_arrays_calc_3dim(self, client):
 
         coll.delete()
 
+    def test_DekerVSubsetError_exception_group(
+        self, inserted_varray: VArray, root_path, varray_collection: Collection
+    ):
+        """Test raise of DekerVSubsetError."""
+        excs = [ValueError, TypeError, FileExistsError, FileNotFoundError, EOFError]
+        sleep_time = randint(1, 5)
+
+        def raise_exc(exc):
+            time.sleep(sleep_time)
+            raise exc(f"This is {exc.__name__}")
+
+        def catch_errors(threads_results):
+            exceptions = []
+            for result in threads_results:
+                try:
+                    result.result()
+                except Exception as e:
+                    exceptions.append(repr(e) + "\n" + traceback.format_exc(-1))
+            if exceptions:
+                raise DekerVSubsetError("ExceptionGroup works", exceptions)
+
+        timer = time.monotonic()
+        with ThreadPoolExecutor(len(excs)) as pool:
+            futures = [pool.submit(raise_exc, exc) for exc in excs]
+
+        with pytest.raises(DekerVSubsetError):
+            assert catch_errors(threads_results=futures)
+        # catch_errors(threads_results=futures)
+
+        test_time = int(time.monotonic() - timer)
+        assert test_time <= sleep_time
+
 
 class TestVSubsetForXArray:
     @pytest.fixture(scope="class")
diff --git a/tests/test_cases/test_validators/test_attributes_validator.py b/tests/test_cases/test_validators/test_attributes_validator.py
index 6ad7442..77622c9 100644
--- a/tests/test_cases/test_validators/test_attributes_validator.py
+++ b/tests/test_cases/test_validators/test_attributes_validator.py
@@ -1,9 +1,11 @@
 import random
 
+import numpy as np
 import pytest
 
 from tests.parameters.collection_params import ClientParams
 
+from deker import ArraySchema, AttributeSchema, DimensionSchema
 from deker.client import Client
 from deker.collection import Collection
 from deker.errors import DekerCollectionAlreadyExistsError, DekerValidationError
@@ -617,5 +619,109 @@ def test_no_attributes(self, client):
             collection.delete()
 
 
+class TestAttributesValues:
+    @pytest.mark.parametrize("primary", [False, True])
+    @pytest.mark.parametrize(
+        ("dtype", "value"),
+        [
+            (str, "123"),
+            (
+                str,
+                "-125.000000000001-0.123456789j",
+            ),  # it's not an exact string representation of a complex number
+            (np.int8, np.int8(1)),
+            (np.int16, np.int16(-130)),
+            (np.int32, np.int32(-9999)),
+            (np.int64, np.int64(99999999)),
+            (int, 1),
+            (int, 0),
+            (int, -1),
+            (float, 0.1),
+            (float, -0.1),
+            (np.float16, np.float16(1.0)),
+            (np.float32, np.float32(-130)),
+            (np.float64, np.float64(-9999)),
+            (np.float128, np.float128(99999999)),
+            (complex, complex(0.0000000000001, 9.000000005)),
+            (complex, complex(-0.0000000000001, -1.000000009)),
+            (np.complex64, np.complex64(1.0)),
+            (np.complex128, np.complex128(-130)),
+            (np.complex256, np.complex256(-9999)),
+            (tuple, tuple("abc")),
+            (tuple, tuple({"abc", "def"})),
+            (tuple, (1, 2, 3, 4)),
+            (
+                tuple,
+                (
+                    np.int8(1),
+                    np.int16(-130),
+                    np.int32(-9999),
+                    np.int64(99999999),
+                    np.float16(1.0),
+                    np.float32(-130),
+                    np.float64(-9999),
+                    np.float128(99999999),
+                    np.complex64(1.0),
+                    np.complex128(-130),
+                    np.complex256(-9999),
+                ),
+            ),
+            (
+                tuple,
+                (
+                    1,
+                    0.1,
+                    complex(0.0000000000001, 0.0000000000001),
+                    complex(-0.00000000000012567, -0.0000000000001),
+                    -0.1,
+                    -1,
+                ),
+            ),
+            (tuple, (1, 0.1, complex(0.0000000000001), complex(-0.0000000000001), -0.1, -1)),
+            (
+                tuple,
+                (
+                    (1, 0.1, complex(0.0000000000001), complex(-0.0000000000001), -0.1, -1),
+                    (1, 0.1, complex(0.0000000000001), complex(-0.0000000000001), -0.1, -1),
+                ),
+            ),
+            (
+                tuple,
+                (
+                    (1, 0.1, complex(0.0000000000001), complex(-0.0000000000001), -0.1, -1),
+                    (1, 0.1, complex(0.0000000000001), complex(-0.0000000000001), -0.1, -1),
+                ),
+            ),
+        ],
+    )
+    def test_attributes_values_serialize_deserialize_ok(self, client, primary, dtype, value):
+        schema = ArraySchema(
+            dimensions=[DimensionSchema(name="x", size=1)],
+            dtype=int,
+            attributes=[AttributeSchema(name="some_attr", dtype=dtype, primary=primary)],
+        )
+        col_name = "test_attrs_values_validation"
+        try:
+            col = client.create_collection(col_name, schema)
+        except DekerCollectionAlreadyExistsError:
+            col = client.get_collection(col_name)
+            col.clear()
+        try:
+            if primary:
+                key = "primary_attributes"
+            else:
+                key = "custom_attributes"
+            attrs = {key: {schema.attributes[0].name: value}}
+            array = col.create(**attrs)
+            assert array
+            array = [a for a in col][0]
+            attr = getattr(array, key)
+            assert attr[schema.attributes[0].name] == value
+        except Exception:
+            raise
+        finally:
+            col.delete()
+
+
 if __name__ == "__main__":
     pytest.main()
diff --git a/tests/test_cases/test_validators/test_time_dimension_attributes_validator.py b/tests/test_cases/test_validators/test_time_dimension_attributes_validator.py
index f59bdf4..94be9e8 100644
--- a/tests/test_cases/test_validators/test_time_dimension_attributes_validator.py
+++ b/tests/test_cases/test_validators/test_time_dimension_attributes_validator.py
@@ -1,13 +1,10 @@
-from datetime import datetime, timedelta
+from datetime import timedelta
 
 import pytest
 
 from tests.parameters.common import random_string
 
-from deker.client import Client
-from deker.collection import Collection
-from deker.errors import DekerCollectionAlreadyExistsError, DekerValidationError
-from deker.schemas import ArraySchema, AttributeSchema, DimensionSchema, TimeDimensionSchema
+from deker.schemas import DimensionSchema, TimeDimensionSchema
 
 
 @pytest.mark.asyncio()
@@ -42,38 +39,6 @@ def coll_time_params(self) -> dict:
             ),
         }
 
-    @pytest.mark.parametrize(
-        "custom_attributes",
-        [
-            {},
-            {"start1": None},
-            {"start2": None},
-            {"start1": None, "start2": None},
-        ],
-    )
-    def test_time_custom_attributes_None(self, client: Client, custom_attributes: dict):
-        """Tests errors on None custom attributes for time dimensions."""
-
-        coll_params = self.coll_time_params()
-        coll_params["schema"]["attributes"].extend(
-            [
-                AttributeSchema(name="start1", dtype=datetime, primary=False),
-                AttributeSchema(name="start2", dtype=datetime, primary=False),
-            ]
-        )
-        coll_params["schema"] = ArraySchema(**coll_params["schema"])  # type: ignore
-        try:
-            collection: Collection = client.create_collection(**coll_params)
-        except DekerCollectionAlreadyExistsError:
-            coll = client.get_collection(coll_params["name"])
-            coll.delete()
-            collection: Collection = client.create_collection(**coll_params)
-        try:
-            with pytest.raises(DekerValidationError):
-                assert collection.create(custom_attributes=custom_attributes)
-        finally:
-            collection.delete()
-
 
 if __name__ == "__main__":
     pytest.main()