diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 457be12f..77e83e74 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -27,3 +27,7 @@ repos:
   -   id: check-ast
   -   id: check-case-conflict
   -   id: check-docstring-first
+- repo: https://github.com/python-poetry/poetry
+  rev: "1.6"
+  hooks:
+  -   id: poetry-check
diff --git a/poetry.lock b/poetry.lock
index 56f7f78b..8b310569 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,15 +1,14 @@
-# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "aiorun"
-version = "2022.11.1"
+version = "2023.7.2"
 description = "Boilerplate for asyncio applications"
-category = "main"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.7"
 files = [
-    {file = "aiorun-2022.11.1-py3-none-any.whl", hash = "sha256:8fbfc2aab258021deef2b1f38284c652af9fd3710e94c7b0e736a55d161fa0cb"},
-    {file = "aiorun-2022.11.1.tar.gz", hash = "sha256:d820cebffdea82f9c1750cc396f3a58e4c0d277a2c51f11e86ed6ab7736dce59"},
+    {file = "aiorun-2023.7.2-py3-none-any.whl", hash = "sha256:61f839265d86d3f3b37921eb4a99ef42fa2ee026241b67c54315423d7dac29c9"},
+    {file = "aiorun-2023.7.2.tar.gz", hash = "sha256:95e689dc1b263aaf4556ef8fa73ccae68f38ba0f1c1017fe196ef7da244031f9"},
 ]
 
 [package.extras]
@@ -17,37 +16,33 @@ dev = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "black"
-version = "23.3.0"
+version = "23.9.1"
 description = "The uncompromising code formatter."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "black-23.9.1-cp39-cp39-win_amd64.whl", hash = "sha256:403397c033adbc45c2bd41747da1f7fc7eaa44efbee256b53842470d4ac5a70f"},
+    {file = "black-23.9.1-py3-none-any.whl", hash = "sha256:6ccd59584cc834b6d127628713e4b6b968e5f79572da66284532525a042549f9"},
+    {file = "black-23.9.1.tar.gz", hash = "sha256:24b6b3ff5c6d9ea08a8888f6977eae858e1f340d7260cf56d70a49823236b62d"},
 ]
 
 [package.dependencies]
@@ -57,7 +52,7 @@ packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -67,135 +62,130 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "cachetools"
-version = "5.3.0"
+version = "5.3.1"
 description = "Extensible memoizing collections and decorators"
-category = "main"
 optional = false
-python-versions = "~=3.7"
+python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.3.0-py3-none-any.whl", hash = "sha256:429e1a1e845c008ea6c85aa35d4b98b65d6a9763eeef3e37e92728a12d1de9d4"},
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+    {file = "cachetools-5.3.1-py3-none-any.whl", hash = "sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590"},
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 ]
 
 [[package]]
 name = "certifi"
-version = "2023.5.7"
+version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
 ]
 
 [[package]]
 name = "cfgv"
-version = "3.3.1"
+version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
-category = "dev"
 optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.1.0"
+version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 name = "click"
-version = "8.1.3"
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 description = "Composable command line interface toolkit"
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 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
@@ -205,7 +195,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -215,63 +204,63 @@ files = [
 
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 [package.dependencies]
@@ -282,26 +271,24 @@ toml = ["tomli"]
 
 [[package]]
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 description = "Backport of PEP 654 (exception groups)"
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 python-versions = ">=3.7"
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 [package.extras]
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 name = "google-auth"
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 optional = false
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 files = [
@@ -386,166 +368,179 @@ files = [
 
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 ]
 
 [package.dependencies]
-grpcio = ">=1.54.2"
+grpcio = ">=1.59.0"
 protobuf = ">=4.21.6,<5.0dev"
 setuptools = "*"
 
 [[package]]
 name = "identify"
-version = "2.5.24"
+version = "2.5.29"
 description = "File identification library for Python"
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -555,7 +550,6 @@ license = ["ukkonen"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -567,7 +561,6 @@ files = [
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -579,7 +572,6 @@ files = [
 name = "mypy-extensions"
 version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -591,7 +583,6 @@ files = [
 name = "nodeenv"
 version = "1.8.0"
 description = "Node.js virtual environment builder"
-category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
 files = [
@@ -606,7 +597,6 @@ setuptools = "*"
 name = "packaging"
 version = "23.1"
 description = "Core utilities for Python packages"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -616,42 +606,39 @@ files = [
 
 [[package]]
 name = "pathspec"
-version = "0.11.1"
+version = "0.11.2"
 description = "Utility library for gitignore style pattern matching of file paths."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "pathspec-0.11.1.tar.gz", hash = "sha256:2798de800fa92780e33acca925945e9a19a133b715067cf165b8866c15a31687"},
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 ]
 
 [[package]]
 name = "platformdirs"
-version = "3.5.1"
+version = "3.10.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+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)"]
 
 [[package]]
 name = "pluggy"
-version = "1.0.0"
+version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -660,14 +647,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "3.3.2"
+version = "3.4.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -679,32 +665,30 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "protobuf"
-version = "4.23.1"
+version = "4.24.3"
 description = ""
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "protobuf-4.24.3.tar.gz", hash = "sha256:12e9ad2ec079b833176d2921be2cb24281fa591f0b119b208b788adc48c2561d"},
 ]
 
 [[package]]
 name = "pyasn1"
 version = "0.5.0"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -716,7 +700,6 @@ files = [
 name = "pyasn1-modules"
 version = "0.3.0"
 description = "A collection of ASN.1-based protocols modules"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -729,14 +712,13 @@ pyasn1 = ">=0.4.6,<0.6.0"
 
 [[package]]
 name = "pytest"
-version = "7.3.1"
+version = "7.4.2"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -748,13 +730,12 @@ pluggy = ">=0.12,<2.0"
 tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
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 version = "3.0.0"
 description = "Pytest plugin for measuring coverage."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -771,59 +752,57 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 
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 [[package]]
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@@ -845,7 +824,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "rsa"
 version = "4.9"
 description = "Pure-Python RSA implementation"
-category = "main"
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@@ -860,7 +838,6 @@ pyasn1 = ">=0.1.3"
 name = "ruff"
 version = "0.0.264"
 description = "An extremely fast Python linter, written in Rust."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
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@@ -885,38 +862,24 @@ files = [
 
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+    {file = "setuptools-68.2.2-py3-none-any.whl", hash = "sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a"},
+    {file = "setuptools-68.2.2.tar.gz", hash = "sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "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]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
-
-[[package]]
-name = "six"
-version = "1.16.0"
-description = "Python 2 and 3 compatibility utilities"
-category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
-files = [
-    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
-    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
-]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "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"]
 
 [[package]]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -926,55 +889,53 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.6.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "dev"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.6.1-py3-none-any.whl", hash = "sha256:6bac751f4789b135c43228e72de18637e9a6c29d12777023a703fd1a6858469f"},
-    {file = "typing_extensions-4.6.1.tar.gz", hash = "sha256:558bc0c4145f01e6405f4a5fdbd82050bd221b119f4bf72a961a1cfd471349d6"},
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "1.26.16"
+version = "2.0.5"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = ">=3.7"
 files = [
-    {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
-    {file = "urllib3-1.26.16.tar.gz", hash = "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"},
+    {file = "urllib3-2.0.5-py3-none-any.whl", hash = "sha256:ef16afa8ba34a1f989db38e1dbbe0c302e4289a47856990d0682e374563ce35e"},
+    {file = "urllib3-2.0.5.tar.gz", hash = "sha256:13abf37382ea2ce6fb744d4dad67838eec857c9f4f57009891805e0b5e123594"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.23.0"
+version = "20.24.5"
 description = "Virtual Python Environment builder"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.23.0-py3-none-any.whl", hash = "sha256:6abec7670e5802a528357fdc75b26b9f57d5d92f29c5462ba0fbe45feacc685e"},
-    {file = "virtualenv-20.23.0.tar.gz", hash = "sha256:a85caa554ced0c0afbd0d638e7e2d7b5f92d23478d05d17a76daeac8f279f924"},
+    {file = "virtualenv-20.24.5-py3-none-any.whl", hash = "sha256:b80039f280f4919c77b30f1c23294ae357c4c8701042086e3fc005963e4e537b"},
+    {file = "virtualenv-20.24.5.tar.gz", hash = "sha256:e8361967f6da6fbdf1426483bfe9fca8287c242ac0bc30429905721cefbff752"},
 ]
 
 [package.dependencies]
-distlib = ">=0.3.6,<1"
-filelock = ">=3.11,<4"
-platformdirs = ">=3.2,<4"
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<4"
 
 [package.extras]
-docs = ["furo (>=2023.3.27)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.3)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.3.1)", "pytest-env (>=0.8.1)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=67.7.1)", "time-machine (>=2.9)"]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9, <3.12"
-content-hash = "a888817aa1ec212b0192e1bdd5b0ba3580796cbc47c4f09207b972228638cd8f"
+content-hash = "6372817a9a99177a328bfc5ec53fb44d5cf5b66205c3079bc35751561363966e"
diff --git a/pynumaflow/mapper/_dtypes.py b/pynumaflow/mapper/_dtypes.py
index e0aca927..92556a9d 100644
--- a/pynumaflow/mapper/_dtypes.py
+++ b/pynumaflow/mapper/_dtypes.py
@@ -1,4 +1,4 @@
-from collections.abc import Iterator, Sequence
+from collections.abc import Iterator, Sequence, Awaitable
 from dataclasses import dataclass
 from datetime import datetime
 from typing import TypeVar, Callable
@@ -163,3 +163,4 @@ def watermark(self) -> datetime:
 
 
 MapCallable = Callable[[list[str], Datum], Messages]
+MapAsyncCallable = Callable[[list[str], Datum], Awaitable[Messages]]
diff --git a/pynumaflow/mapper/async_server.py b/pynumaflow/mapper/async_server.py
index 2126e81a..2c479848 100644
--- a/pynumaflow/mapper/async_server.py
+++ b/pynumaflow/mapper/async_server.py
@@ -12,7 +12,7 @@
     MAP_SOCK_PATH,
 )
 from pynumaflow.mapper import Datum
-from pynumaflow.mapper._dtypes import MapCallable
+from pynumaflow.mapper._dtypes import MapAsyncCallable
 from pynumaflow.mapper.proto import map_pb2
 from pynumaflow.mapper.proto import map_pb2_grpc
 from pynumaflow.types import NumaflowServicerContext
@@ -58,12 +58,12 @@ class AsyncMapper(map_pb2_grpc.MapServicer):
 
     def __init__(
         self,
-        handler: MapCallable,
+        handler: MapAsyncCallable,
         sock_path=MAP_SOCK_PATH,
         max_message_size=MAX_MESSAGE_SIZE,
         max_threads=MAX_THREADS,
     ):
-        self.__map_handler: MapCallable = handler
+        self.__map_handler: MapAsyncCallable = handler
         self.sock_path = f"unix://{sock_path}"
         self._max_message_size = max_message_size
         self._max_threads = max_threads
diff --git a/pynumaflow/mapper/multiproc_server.py b/pynumaflow/mapper/multiproc_server.py
index acc1a31b..089949fd 100644
--- a/pynumaflow/mapper/multiproc_server.py
+++ b/pynumaflow/mapper/multiproc_server.py
@@ -46,15 +46,13 @@ class MultiProcMapper(map_pb2_grpc.MapServicer):
         handler: Function callable following the type signature of MapCallable
         sock_path: Path to the TCP port to bind to
         max_message_size: The max message size in bytes the server can receive and send
-        max_threads: The max number of threads to be spawned;
-                     defaults to number of processors x4
 
     Example invocation:
     >>> from typing import Iterator
     >>> from pynumaflow.mapper import Messages, Message \
     ...     Datum, MultiProcMapper
     ...
-    >>> def map_handler(key: [str], datum: Datum) -> Messages:
+    >>> def map_handler(keys: list[str], datum: Datum) -> Messages:
     ...   val = datum.value
     ...   _ = datum.event_time
     ...   _ = datum.watermark
@@ -65,6 +63,15 @@ class MultiProcMapper(map_pb2_grpc.MapServicer):
     >>> grpc_server.start()
     """
 
+    __slots__ = (
+        "__map_handler",
+        "_max_message_size",
+        "_server_options",
+        "_sock_path",
+        "_process_count",
+        "_threads_per_proc",
+    )
+
     def __init__(
         self,
         handler: MapCallable,
@@ -81,10 +88,8 @@ def __init__(
             ("grpc.so_reuseaddr", 1),
         ]
         self._sock_path = sock_path
-        self._process_count = int(
-            os.getenv("NUM_CPU_MULTIPROC") or os.getenv("NUMAFLOW_CPU_LIMIT", 1)
-        )
-        self._thread_concurrency = int(os.getenv("MAX_THREADS", 0)) or (self._process_count * 4)
+        self._process_count = int(os.getenv("NUM_CPU_MULTIPROC") or os.cpu_count())
+        self._threads_per_proc = int(os.getenv("MAX_THREADS", "4"))
 
     def MapFn(
         self, request: map_pb2.MapRequest, context: NumaflowServicerContext
@@ -127,12 +132,16 @@ def IsReady(
         """
         return map_pb2.ReadyResponse(ready=True)
 
-    def _run_server(self, bind_address):
+    def _run_server(self, bind_address: str) -> None:
         """Start a server in a subprocess."""
-        _LOGGER.info("Starting new server.")
+        _LOGGER.info(
+            "Starting new server with num_procs: %s, num_threads/proc: %s",
+            self._process_count,
+            self._threads_per_proc,
+        )
         server = grpc.server(
             futures.ThreadPoolExecutor(
-                max_workers=self._thread_concurrency,
+                max_workers=self._threads_per_proc,
             ),
             options=self._server_options,
         )
diff --git a/pynumaflow/reducer/_dtypes.py b/pynumaflow/reducer/_dtypes.py
index 09551be9..534d4e28 100644
--- a/pynumaflow/reducer/_dtypes.py
+++ b/pynumaflow/reducer/_dtypes.py
@@ -1,5 +1,5 @@
 from asyncio import Task
-from collections.abc import Iterator, Sequence
+from collections.abc import Iterator, Sequence, Awaitable
 from dataclasses import dataclass
 from datetime import datetime
 from typing import TypeVar, Callable
@@ -232,4 +232,4 @@ def keys(self) -> list[str]:
         return self._key
 
 
-ReduceCallable = Callable[[list[str], AsyncIterable[Datum], Metadata], Messages]
+ReduceCallable = Callable[[list[str], AsyncIterable[Datum], Metadata], Awaitable[Messages]]
diff --git a/pyproject.toml b/pyproject.toml
index 7f00e143..2d68ed3c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "pynumaflow"
-version = "0.5.1"
+version = "0.5.2"
 description = "Provides the interfaces of writing Python User Defined Functions and Sinks for NumaFlow."
 authors = ["NumaFlow Developers"]
 readme = "README.md"
@@ -26,7 +26,7 @@ grpcio-tools = "^1.48.1"
 google-cloud = "^0.34.0"
 google-api-core = "^2.11.0"
 protobuf = ">=3.20,<5.0"
-aiorun = "^2022.11.1"
+aiorun = "^2023.7"
 
 [tool.poetry.group.dev]
 optional = true
diff --git a/tests/map/test_async_mapper.py b/tests/map/test_async_mapper.py
index 2334f445..cf9a330c 100644
--- a/tests/map/test_async_mapper.py
+++ b/tests/map/test_async_mapper.py
@@ -60,11 +60,8 @@ def startup_callable(loop):
     loop.run_forever()
 
 
-def NewAsyncMapper(
-    map_handler=async_map_handler,
-):
+def new_async_mapper():
     udfs = AsyncMapper(handler=async_map_handler)
-
     return udfs
 
 
@@ -88,7 +85,7 @@ def setUpClass(cls) -> None:
         _loop = loop
         _thread = threading.Thread(target=startup_callable, args=(loop,), daemon=True)
         _thread.start()
-        udfs = NewAsyncMapper()
+        udfs = new_async_mapper()
         asyncio.run_coroutine_threadsafe(start_server(udfs), loop=loop)
         while True:
             try:
diff --git a/tests/map/test_multiproc_mapper.py b/tests/map/test_multiproc_mapper.py
index 265adf34..7bcb4d5b 100644
--- a/tests/map/test_multiproc_mapper.py
+++ b/tests/map/test_multiproc_mapper.py
@@ -1,6 +1,7 @@
 import os
 import unittest
 from unittest import mock
+from unittest.mock import patch, Mock
 
 import grpc
 from google.protobuf import empty_pb2 as _empty_pb2
@@ -34,7 +35,7 @@ def test_multiproc_init(self) -> None:
         self.assertEqual(server._sock_path, 55551)
         self.assertEqual(server._process_count, 3)
 
-    @mockenv(NUMAFLOW_CPU_LIMIT="4")
+    @patch("os.cpu_count", Mock(return_value=4))
     def test_multiproc_process_count(self) -> None:
         server = MultiProcMapper(handler=map_handler)
         self.assertEqual(server._sock_path, 55551)