diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index e6ff0c365..650e68926 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -22,6 +22,7 @@ jobs:
 
       - name: Install dependencies
         run: |
+          pip install --upgrade pip
           pip install poetry
           poetry install
 
@@ -73,7 +74,7 @@ jobs:
           python-version: "3.12"
 
       - name: Cache Poetry
-        uses: actions/cache@v2
+        uses: actions/cache@v4
         with:
           path: |
             ~/.cache/pypoetry
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 5122b45e7..782143784 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,21 +4,21 @@ repos:
           - --remove-all-unused-imports
           - --in-place
         id: autoflake
-    repo: https://github.com/humitos/mirrors-autoflake
-    rev: v1.1
+    repo: https://github.com/PyCQA/autoflake
+    rev: v2.3.1
   - hooks:
       - id: isort
     repo: https://github.com/timothycrosley/isort
-    rev: 5.10.1
+    rev: 5.13.2
   - hooks:
       - id: black
     repo: https://github.com/psf/black
-    rev: 22.3.0
+    rev: 24.10.0
   - hooks:
       - id: flake8
         exclude: (^docs/|^examples/|^notebooks/|^tests/)
     repo: https://github.com/PyCQA/flake8
-    rev: 3.9.2
+    rev: 7.1.1
   - hooks:
       - id: pyright
         name: pyright
@@ -26,11 +26,11 @@ repos:
         language: node
         pass_filenames: false
         types: [python]
-        additional_dependencies: ["pyright@1.1.286"]
+        additional_dependencies: ["pyright@1.1.388"]
     repo: local
   - hooks:
       - id: mypy
         exclude: (^docs/|^examples/|^notebooks/|^tests/|^reactivex/operators/_\w.*\.py$)
     repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v0.942
+    rev: v1.13.0
 
diff --git a/README.rst b/README.rst
index 92fb5a6fb..e389aa060 100644
--- a/README.rst
+++ b/README.rst
@@ -28,7 +28,7 @@ ReactiveX for Python v4
 For v3.X please go to the `v3 branch
 <https://github.com/ReactiveX/RxPY/tree/release/v3.2.x>`_.
 
-ReactiveX for Python v4.x runs on `Python <http://www.python.org/>`_ 3.7 or above. To
+ReactiveX for Python v4.x runs on `Python <http://www.python.org/>`_ 3.8 or above. To
 install:
 
 .. code:: console
diff --git a/examples/autocomplete/bottle_autocomplete.py b/examples/autocomplete/bottle_autocomplete.py
index 74cb7a1e2..618206c82 100644
--- a/examples/autocomplete/bottle_autocomplete.py
+++ b/examples/autocomplete/bottle_autocomplete.py
@@ -3,6 +3,7 @@
 - Requires besides bottle and gevent also the geventwebsocket pip package
 - Instead of a future we create the inner stream for flat_map_latest manually
 """
+
 import json
 
 import gevent
diff --git a/poetry.lock b/poetry.lock
index 81f077545..4e1cd8892 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,26 +1,16 @@
-[[package]]
-name = "attrs"
-version = "22.2.0"
-description = "Classes Without Boilerplate"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.extras]
-cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]"]
-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 (>=0.971,<0.990)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests_no_zope = ["cloudpickle", "hypothesis", "mypy (>=0.971,<0.990)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+# This file is automatically @generated by Poetry 2.0.0 and should not be changed by hand.
 
 [[package]]
 name = "autoflake"
 version = "1.7.8"
 description = "Removes unused imports and unused variables"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+groups = ["test"]
+files = [
+    {file = "autoflake-1.7.8-py3-none-any.whl", hash = "sha256:46373ef69b6714f5064c923bb28bd797c4f8a9497f557d87fc36665c6d956b39"},
+    {file = "autoflake-1.7.8.tar.gz", hash = "sha256:e7e46372dee46fa1c97acf310d99d922b63d369718a270809d7c278d34a194cf"},
+]
 
 [package.dependencies]
 pyflakes = ">=1.1.0,<3"
@@ -30,9 +20,23 @@ tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 name = "black"
 version = "22.12.0"
 description = "The uncompromising code formatter."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+groups = ["test"]
+files = [
+    {file = "black-22.12.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9eedd20838bd5d75b80c9f5487dbcb06836a43833a37846cf1d8c1cc01cef59d"},
+    {file = "black-22.12.0-cp310-cp310-win_amd64.whl", hash = "sha256:159a46a4947f73387b4d83e87ea006dbb2337eab6c879620a3ba52699b1f4351"},
+    {file = "black-22.12.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d30b212bffeb1e252b31dd269dfae69dd17e06d92b87ad26e23890f3efea366f"},
+    {file = "black-22.12.0-cp311-cp311-win_amd64.whl", hash = "sha256:7412e75863aa5c5411886804678b7d083c7c28421210180d67dfd8cf1221e1f4"},
+    {file = "black-22.12.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c116eed0efb9ff870ded8b62fe9f28dd61ef6e9ddd28d83d7d264a38417dcee2"},
+    {file = "black-22.12.0-cp37-cp37m-win_amd64.whl", hash = "sha256:1f58cbe16dfe8c12b7434e50ff889fa479072096d79f0a7f25e4ab8e94cd8350"},
+    {file = "black-22.12.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:77d86c9f3db9b1bf6761244bc0b3572a546f5fe37917a044e02f3166d5aafa7d"},
+    {file = "black-22.12.0-cp38-cp38-win_amd64.whl", hash = "sha256:82d9fe8fee3401e02e79767016b4907820a7dc28d70d137eb397b92ef3cc5bfc"},
+    {file = "black-22.12.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:101c69b23df9b44247bd88e1d7e90154336ac4992502d4197bdac35dd7ee3320"},
+    {file = "black-22.12.0-cp39-cp39-win_amd64.whl", hash = "sha256:559c7a1ba9a006226f09e4916060982fd27334ae1998e7a38b3f33a37f7a2148"},
+    {file = "black-22.12.0-py3-none-any.whl", hash = "sha256:436cc9167dd28040ad90d3b404aec22cedf24a6e4d7de221bec2730ec0c97bcf"},
+    {file = "black-22.12.0.tar.gz", hash = "sha256:229351e5a18ca30f447bf724d007f890f97e13af070bb6ad4c0a441cd7596a2f"},
+]
 
 [package.dependencies]
 click = ">=8.0.0"
@@ -40,7 +44,6 @@ mypy-extensions = ">=0.4.3"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
-typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
 typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
@@ -51,58 +54,217 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "certifi"
-version = "2022.12.7"
+version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+groups = ["test"]
+files = [
+    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
+    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
+]
 
 [[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"
+groups = ["test"]
+files = [
+    {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
+    {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
+]
 
 [[package]]
 name = "charset-normalizer"
-version = "2.1.1"
+version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "dev"
 optional = false
-python-versions = ">=3.6.0"
-
-[package.extras]
-unicode_backport = ["unicodedata2"]
+python-versions = ">=3.7"
+groups = ["test"]
+files = [
+    {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
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+    {file = "coverage-6.5.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f830ed581b45b82451a40faabb89c84e1a998124ee4212d440e9c6cf70083e5"},
+    {file = "coverage-6.5.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:7b6be138d61e458e18d8e6ddcddd36dd96215edfe5f1168de0b1b32635839b62"},
+    {file = "coverage-6.5.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:42eafe6778551cf006a7c43153af1211c3aaab658d4d66fa5fcc021613d02518"},
+    {file = "coverage-6.5.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:723e8130d4ecc8f56e9a611e73b31219595baa3bb252d539206f7bbbab6ffc1f"},
+    {file = "coverage-6.5.0-cp39-cp39-win32.whl", hash = "sha256:d9ecf0829c6a62b9b573c7bb6d4dcd6ba8b6f80be9ba4fc7ed50bf4ac9aecd72"},
+    {file = "coverage-6.5.0-cp39-cp39-win_amd64.whl", hash = "sha256:fc2af30ed0d5ae0b1abdb4ebdce598eafd5b35397d4d75deb341a614d333d987"},
+    {file = "coverage-6.5.0-pp36.pp37.pp38-none-any.whl", hash = "sha256:1431986dac3923c5945271f169f59c45b8802a114c8f548d611f2015133df77a"},
+    {file = "coverage-6.5.0.tar.gz", hash = "sha256:f642e90754ee3e06b0e7e51bce3379590e76b7f76b708e1a71ff043f87025c84"},
+]
 
 [package.extras]
 toml = ["tomli"]
@@ -111,12 +273,16 @@ toml = ["tomli"]
 name = "coveralls"
 version = "3.3.1"
 description = "Show coverage stats online via coveralls.io"
-category = "dev"
 optional = false
 python-versions = ">= 3.5"
+groups = ["test"]
+files = [
+    {file = "coveralls-3.3.1-py2.py3-none-any.whl", hash = "sha256:f42015f31d386b351d4226389b387ae173207058832fbf5c8ec4b40e27b16026"},
+    {file = "coveralls-3.3.1.tar.gz", hash = "sha256:b32a8bb5d2df585207c119d6c01567b81fba690c9c10a753bfe27a335bfc43ea"},
+]
 
 [package.dependencies]
-coverage = ">=4.1,<6.0.0 || >6.1,<6.1.1 || >6.1.1,<7.0"
+coverage = ">=4.1,<6.0.dev0 || >6.1,<6.1.1 || >6.1.1,<7.0"
 docopt = ">=0.6.1"
 requests = ">=1.0.0"
 
@@ -125,157 +291,209 @@ yaml = ["PyYAML (>=3.10)"]
 
 [[package]]
 name = "distlib"
-version = "0.3.6"
+version = "0.3.9"
 description = "Distribution utilities"
-category = "dev"
 optional = false
 python-versions = "*"
+groups = ["test"]
+files = [
+    {file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"},
+    {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
+]
 
 [[package]]
 name = "docopt"
 version = "0.6.2"
 description = "Pythonic argument parser, that will make you smile"
-category = "dev"
 optional = false
 python-versions = "*"
+groups = ["test"]
+files = [
+    {file = "docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"},
+]
 
 [[package]]
 name = "dunamai"
-version = "1.15.0"
+version = "1.23.0"
 description = "Dynamic version generation"
-category = "dev"
 optional = false
-python-versions = ">=3.5,<4.0"
+python-versions = ">=3.5"
+groups = ["test"]
+files = [
+    {file = "dunamai-1.23.0-py3-none-any.whl", hash = "sha256:a0906d876e92441793c6a423e16a4802752e723e9c9a5aabdc5535df02dbe041"},
+    {file = "dunamai-1.23.0.tar.gz", hash = "sha256:a163746de7ea5acb6dacdab3a6ad621ebc612ed1e528aaa8beedb8887fccd2c4"},
+]
 
 [package.dependencies]
-importlib-metadata = {version = ">=1.6.0", markers = "python_version < \"3.8\""}
 packaging = ">=20.9"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.0"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+groups = ["test"]
+markers = "python_version < \"3.11\""
+files = [
+    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
+]
 
 [package.extras]
 test = ["pytest (>=6)"]
 
 [[package]]
 name = "execnet"
-version = "1.9.0"
+version = "2.1.1"
 description = "execnet: rapid multi-Python deployment"
-category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.8"
+groups = ["test"]
+files = [
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+    {file = "execnet-2.1.1.tar.gz", hash = "sha256:5189b52c6121c24feae288166ab41b32549c7e2348652736540b9e6e7d4e72e3"},
+]
 
 [package.extras]
-testing = ["pre-commit"]
+testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "filelock"
-version = "3.9.0"
+version = "3.16.1"
 description = "A platform independent file lock."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["test"]
+files = [
+    {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"},
+    {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"},
+]
 
 [package.extras]
-docs = ["furo (>=2022.12.7)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
-testing = ["covdefaults (>=2.2.2)", "coverage (>=7.0.1)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-timeout (>=2.1)"]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
+typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
 name = "flake8"
 version = "4.0.1"
 description = "the modular source code checker: pep8 pyflakes and co"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+groups = ["test"]
+files = [
+    {file = "flake8-4.0.1-py2.py3-none-any.whl", hash = "sha256:479b1304f72536a55948cb40a32dce8bb0ffe3501e26eaf292c7e60eb5e0428d"},
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+]
 
 [package.dependencies]
-importlib-metadata = {version = "<4.3", markers = "python_version < \"3.8\""}
 mccabe = ">=0.6.0,<0.7.0"
 pycodestyle = ">=2.8.0,<2.9.0"
 pyflakes = ">=2.4.0,<2.5.0"
 
 [[package]]
 name = "identify"
-version = "2.5.11"
+version = "2.6.1"
 description = "File identification library for Python"
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["test"]
+files = [
+    {file = "identify-2.6.1-py2.py3-none-any.whl", hash = "sha256:53863bcac7caf8d2ed85bd20312ea5dcfc22226800f6d6881f232d861db5a8f0"},
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+]
 
 [package.extras]
 license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
-[[package]]
-name = "importlib-metadata"
-version = "4.2.0"
-description = "Read metadata from Python packages"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
-
-[package.dependencies]
-typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
-zipp = ">=0.5"
+groups = ["test"]
+files = [
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
+]
 
 [package.extras]
-docs = ["jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "sphinx"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pep517", "pyfakefs", "pytest (>=4.6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy"]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
 [[package]]
 name = "iniconfig"
-version = "1.1.1"
-description = "iniconfig: brain-dead simple config-ini parsing"
-category = "dev"
+version = "2.0.0"
+description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
+groups = ["test"]
+files = [
+    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
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+]
 
 [[package]]
 name = "isort"
-version = "5.11.4"
+version = "5.13.2"
 description = "A Python utility / library to sort Python imports."
-category = "dev"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
+groups = ["test"]
+files = [
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+]
 
 [package.extras]
-colors = ["colorama (>=0.4.3,<0.5.0)"]
-pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
-plugins = ["setuptools"]
-requirements-deprecated-finder = ["pip-api", "pipreqs"]
+colors = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "mccabe"
 version = "0.6.1"
 description = "McCabe checker, plugin for flake8"
-category = "dev"
 optional = false
 python-versions = "*"
+groups = ["test"]
+files = [
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+]
 
 [[package]]
 name = "mypy"
 version = "0.931"
 description = "Optional static typing for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+groups = ["test"]
+files = [
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+    {file = "mypy-0.931-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:ff3bf387c14c805ab1388185dd22d6b210824e164d4bb324b195ff34e322d166"},
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+    {file = "mypy-0.931-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:8ca7f8c4b1584d63c9a0f827c37ba7a47226c19a23a753d52e5b5eddb201afcd"},
+    {file = "mypy-0.931-cp39-cp39-win_amd64.whl", hash = "sha256:74f7eccbfd436abe9c352ad9fb65872cc0f1f0a868e9d9c44db0893440f0c697"},
+    {file = "mypy-0.931-py3-none-any.whl", hash = "sha256:1171f2e0859cfff2d366da2c7092b06130f232c636a3f7301e3feb8b41f6377d"},
+    {file = "mypy-0.931.tar.gz", hash = "sha256:0038b21890867793581e4cb0d810829f5fd4441aa75796b53033af3aa30430ce"},
+]
 
 [package.dependencies]
 mypy-extensions = ">=0.4.3"
 tomli = ">=1.1.0"
-typed-ast = {version = ">=1.4.0,<2", markers = "python_version < \"3.8\""}
 typing-extensions = ">=3.10"
 
 [package.extras]
@@ -284,64 +502,80 @@ python2 = ["typed-ast (>=1.4.0,<2)"]
 
 [[package]]
 name = "mypy-extensions"
-version = "0.4.3"
-description = "Experimental type system extensions for programs checked with the mypy typechecker."
-category = "dev"
+version = "1.0.0"
+description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
-python-versions = "*"
+python-versions = ">=3.5"
+groups = ["test"]
+files = [
+    {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
+    {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
+]
 
 [[package]]
 name = "nodeenv"
-version = "1.7.0"
+version = "1.9.1"
 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.*"
-
-[package.dependencies]
-setuptools = "*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["test"]
+files = [
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+]
 
 [[package]]
 name = "packaging"
-version = "22.0"
+version = "24.2"
 description = "Core utilities for Python packages"
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["test"]
+files = [
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+]
 
 [[package]]
 name = "pathspec"
-version = "0.10.3"
+version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["test"]
+files = [
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+    {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
+]
 
 [[package]]
 name = "platformdirs"
-version = "2.6.2"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
+version = "4.3.6"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-typing-extensions = {version = ">=4.4", markers = "python_version < \"3.8\""}
+python-versions = ">=3.8"
+groups = ["test"]
+files = [
+    {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
+    {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
+]
 
 [package.extras]
-docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "pluggy"
-version = "1.0.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
-category = "dev"
 optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
+python-versions = ">=3.8"
+groups = ["test"]
+files = [
+    {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
+    {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
+]
 
 [package.extras]
 dev = ["pre-commit", "tox"]
@@ -351,14 +585,17 @@ testing = ["pytest", "pytest-benchmark"]
 name = "pre-commit"
 version = "2.21.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+groups = ["test"]
+files = [
+    {file = "pre_commit-2.21.0-py2.py3-none-any.whl", hash = "sha256:e2f91727039fc39a92f58a588a25b87f936de6567eed4f0e673e0507edc75bad"},
+    {file = "pre_commit-2.21.0.tar.gz", hash = "sha256:31ef31af7e474a8d8995027fefdfcf509b5c913ff31f2015b4ec4beb26a6f658"},
+]
 
 [package.dependencies]
 cfgv = ">=2.0.0"
 identify = ">=1.0.0"
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 nodeenv = ">=0.11.1"
 pyyaml = ">=5.1"
 virtualenv = ">=20.10.0"
@@ -367,37 +604,52 @@ virtualenv = ">=20.10.0"
 name = "py"
 version = "1.11.0"
 description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["test"]
+files = [
+    {file = "py-1.11.0-py2.py3-none-any.whl", hash = "sha256:607c53218732647dff4acdfcd50cb62615cedf612e72d1724fb1a0cc6405b378"},
+    {file = "py-1.11.0.tar.gz", hash = "sha256:51c75c4126074b472f746a24399ad32f6053d1b34b68d2fa41e558e6f4a98719"},
+]
 
 [[package]]
 name = "pycodestyle"
 version = "2.8.0"
 description = "Python style guide checker"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["test"]
+files = [
+    {file = "pycodestyle-2.8.0-py2.py3-none-any.whl", hash = "sha256:720f8b39dde8b293825e7ff02c475f3077124006db4f440dcbc9a20b76548a20"},
+    {file = "pycodestyle-2.8.0.tar.gz", hash = "sha256:eddd5847ef438ea1c7870ca7eb78a9d47ce0cdb4851a5523949f2601d0cbbe7f"},
+]
 
 [[package]]
 name = "pyflakes"
 version = "2.4.0"
 description = "passive checker of Python programs"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["test"]
+files = [
+    {file = "pyflakes-2.4.0-py2.py3-none-any.whl", hash = "sha256:3bb3a3f256f4b7968c9c788781e4ff07dce46bdf12339dcda61053375426ee2e"},
+    {file = "pyflakes-2.4.0.tar.gz", hash = "sha256:05a85c2872edf37a4ed30b0cce2f6093e1d0581f8c19d7393122da7e25b2b24c"},
+]
 
 [[package]]
 name = "pyright"
 version = "0.0.13.post0"
 description = "Command line wrapper for pyright"
-category = "dev"
 optional = false
 python-versions = ">=3"
+groups = ["test"]
+files = [
+    {file = "pyright-0.0.13.post0-py3-none-any.whl", hash = "sha256:47c29623f208226f4437bf02276475b816beff6f539ea166e3cade57d6717598"},
+    {file = "pyright-0.0.13.post0.tar.gz", hash = "sha256:dda7602f3692f07fdff8c6d30d704f1b1ed20b5b3bb55c069599988d1ec9bd5a"},
+]
 
 [package.dependencies]
 nodeenv = ">=1.6.0"
-typing-extensions = {version = ">=3.7", markers = "python_version < \"3.8\""}
 
 [package.extras]
 all = ["twine (>=3.4.1)"]
@@ -405,47 +657,57 @@ dev = ["twine (>=3.4.1)"]
 
 [[package]]
 name = "pytest"
-version = "7.2.0"
+version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+groups = ["test"]
+files = [
+    {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
+    {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
+]
 
 [package.dependencies]
-attrs = ">=19.2.0"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
 tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "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]]
 name = "pytest-asyncio"
 version = "0.18.3"
 description = "Pytest support for asyncio"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+groups = ["test"]
+files = [
+    {file = "pytest-asyncio-0.18.3.tar.gz", hash = "sha256:7659bdb0a9eb9c6e3ef992eef11a2b3e69697800ad02fb06374a210d85b29f91"},
+    {file = "pytest_asyncio-0.18.3-1-py3-none-any.whl", hash = "sha256:16cf40bdf2b4fb7fc8e4b82bd05ce3fbcd454cbf7b92afc445fe299dabb88213"},
+    {file = "pytest_asyncio-0.18.3-py3-none-any.whl", hash = "sha256:8fafa6c52161addfd41ee7ab35f11836c5a16ec208f93ee388f752bea3493a84"},
+]
 
 [package.dependencies]
 pytest = ">=6.1.0"
-typing-extensions = {version = ">=3.7.2", markers = "python_version < \"3.8\""}
 
 [package.extras]
 testing = ["coverage (==6.2)", "flaky (>=3.5.0)", "hypothesis (>=5.7.1)", "mypy (==0.931)", "pytest-trio (>=0.7.0)"]
 
 [[package]]
 name = "pytest-forked"
-version = "1.4.0"
+version = "1.6.0"
 description = "run tests in isolated forked subprocesses"
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+groups = ["test"]
+files = [
+    {file = "pytest-forked-1.6.0.tar.gz", hash = "sha256:4dafd46a9a600f65d822b8f605133ecf5b3e1941ebb3588e943b4e3eb71a5a3f"},
+    {file = "pytest_forked-1.6.0-py3-none-any.whl", hash = "sha256:810958f66a91afb1a1e2ae83089d8dc1cd2437ac96b12963042fbb9fb4d16af0"},
+]
 
 [package.dependencies]
 py = "*"
@@ -455,9 +717,13 @@ pytest = ">=3.10"
 name = "pytest-xdist"
 version = "2.5.0"
 description = "pytest xdist plugin for distributed testing and loop-on-failing modes"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+groups = ["test"]
+files = [
+    {file = "pytest-xdist-2.5.0.tar.gz", hash = "sha256:4580deca3ff04ddb2ac53eba39d76cb5dd5edeac050cb6fbc768b0dd712b4edf"},
+    {file = "pytest_xdist-2.5.0-py3-none-any.whl", hash = "sha256:6fe5c74fec98906deb8f2d2b616b5c782022744978e7bd4695d39c8f42d0ce65"},
+]
 
 [package.dependencies]
 execnet = ">=1.1"
@@ -470,442 +736,184 @@ setproctitle = ["setproctitle"]
 testing = ["filelock"]
 
 [[package]]
-name = "PyYAML"
-version = "6.0"
+name = "pyyaml"
+version = "6.0.2"
 description = "YAML parser and emitter for Python"
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
+groups = ["test"]
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-]
-typing-extensions = [
-    {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
-    {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
-]
-urllib3 = [
-    {file = "urllib3-1.26.13-py2.py3-none-any.whl", hash = "sha256:47cc05d99aaa09c9e72ed5809b60e7ba354e64b59c9c173ac3018642d8bb41fc"},
-    {file = "urllib3-1.26.13.tar.gz", hash = "sha256:c083dd0dce68dbfbe1129d5271cb90f9447dea7d52097c6e0126120c521ddea8"},
-]
-virtualenv = [
-    {file = "virtualenv-20.16.2-py2.py3-none-any.whl", hash = "sha256:635b272a8e2f77cb051946f46c60a54ace3cb5e25568228bd6b57fc70eca9ff3"},
-    {file = "virtualenv-20.16.2.tar.gz", hash = "sha256:0ef5be6d07181946891f5abc8047fda8bc2f0b4b9bf222c64e6e8963baee76db"},
-]
-zipp = [
-    {file = "zipp-3.11.0-py3-none-any.whl", hash = "sha256:83a28fcb75844b5c0cdaf5aa4003c2d728c77e05f5aeabe8e95e56727005fbaa"},
-    {file = "zipp-3.11.0.tar.gz", hash = "sha256:a7a22e05929290a67401440b39690ae6563279bced5f314609d9d03798f56766"},
-]
+lock-version = "2.1"
+python-versions = ">= 3.8, < 4.0"
+content-hash = "4d0de90856cc6476195d8328158483d0de057a7699c8cd05d6d4c1ab4a19f3e1"
diff --git a/pyproject.toml b/pyproject.toml
index 66941d576..2233e5101 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,7 +15,6 @@ classifiers = [
     "License :: OSI Approved :: MIT License",
     "Operating System :: OS Independent",
     "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.7",
     "Programming Language :: Python :: 3.8",
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
@@ -28,10 +27,11 @@ packages = [
 ]
 
 [tool.poetry.dependencies]
-python = ">= 3.7, < 4.0"
+python = ">= 3.8, < 4.0"
 typing-extensions = "^4.1.1"
 
-[tool.poetry.dev-dependencies]
+[tool.poetry.group.test.dependencies]
+pyyaml = "6.0.2"
 pytest-asyncio = "^0.18.1"
 pytest = "^7.0.1"
 coverage = "^6.3.2"
@@ -75,4 +75,3 @@ asyncio_mode = "strict"
 [build-system]
 requires = ["poetry-core>=1.0.0"]
 build-backend = "poetry.core.masonry.api"
-
diff --git a/reactivex/__init__.py b/reactivex/__init__.py
index a707f978c..5f3ff651e 100644
--- a/reactivex/__init__.py
+++ b/reactivex/__init__.py
@@ -185,22 +185,19 @@ def create(subscribe: typing.Subscription[_T]) -> Observable[_T]:
 @overload
 def combine_latest(
     __a: Observable[_A], __b: Observable[_B]
-) -> Observable[Tuple[_A, _B]]:
-    ...
+) -> Observable[Tuple[_A, _B]]: ...
 
 
 @overload
 def combine_latest(
     __a: Observable[_A], __b: Observable[_B], __c: Observable[_C]
-) -> Observable[Tuple[_A, _B, _C]]:
-    ...
+) -> Observable[Tuple[_A, _B, _C]]: ...
 
 
 @overload
 def combine_latest(
     __a: Observable[_A], __b: Observable[_B], __c: Observable[_C], __d: Observable[_D]
-) -> Observable[Tuple[_A, _B, _C, _D]]:
-    ...
+) -> Observable[Tuple[_A, _B, _C, _D]]: ...
 
 
 def combine_latest(*__sources: Observable[Any]) -> Observable[Any]:
@@ -289,7 +286,7 @@ def concat_with_iterable(sources: Iterable[Observable[_T]]) -> Observable[_T]:
 
 
 def defer(
-    factory: Callable[[abc.SchedulerBase], Union[Observable[_T], "Future[_T]"]]
+    factory: Callable[[abc.SchedulerBase], Union[Observable[_T], "Future[_T]"]],
 ) -> Observable[_T]:
     """Returns an observable sequence that invokes the specified
     factory function whenever a new observer subscribes.
@@ -382,22 +379,21 @@ def for_in(
 
 
 @overload
-def fork_join(__a: Observable[_A], __b: Observable[_B]) -> Observable[Tuple[_A, _B]]:
-    ...
+def fork_join(
+    __a: Observable[_A], __b: Observable[_B]
+) -> Observable[Tuple[_A, _B]]: ...
 
 
 @overload
 def fork_join(
     __a: Observable[_A], __b: Observable[_B], __c: Observable[_C]
-) -> Observable[Tuple[_A, _B, _C]]:
-    ...
+) -> Observable[Tuple[_A, _B, _C]]: ...
 
 
 @overload
 def fork_join(
     __a: Observable[_A], __b: Observable[_B], __c: Observable[_C], __d: Observable[_D]
-) -> Observable[Tuple[_A, _B, _C, _D]]:
-    ...
+) -> Observable[Tuple[_A, _B, _C, _D]]: ...
 
 
 @overload
@@ -407,8 +403,7 @@ def fork_join(
     __c: Observable[_C],
     __d: Observable[_D],
     __e: Observable[_E],
-) -> Observable[Tuple[_A, _B, _C, _D, _E]]:
-    ...
+) -> Observable[Tuple[_A, _B, _C, _D, _E]]: ...
 
 
 def fork_join(*sources: Observable[Any]) -> Observable[Any]:
@@ -920,7 +915,7 @@ def of(*args: _T) -> Observable[_T]:
 def on_error_resume_next(
     *sources: Union[
         Observable[_T], "Future[_T]", Callable[[Optional[Exception]], Observable[_T]]
-    ]
+    ],
 ) -> Observable[_T]:
     """Continues an observable sequence that is terminated normally or
     by an exception with the next observable sequence.
@@ -1213,8 +1208,8 @@ def to_async(
 
 
 def using(
-    resource_factory: Callable[[], abc.DisposableBase],
-    observable_factory: Callable[[abc.DisposableBase], Observable[_T]],
+    resource_factory: Callable[[], Optional[abc.DisposableBase]],
+    observable_factory: Callable[[Optional[abc.DisposableBase]], Observable[_T]],
 ) -> Observable[_T]:
     """Constructs an observable sequence that depends on a resource
     object, whose lifetime is tied to the resulting observable
diff --git a/reactivex/disposable/multipleassignmentdisposable.py b/reactivex/disposable/multipleassignmentdisposable.py
index 14ead482e..dc06c9c71 100644
--- a/reactivex/disposable/multipleassignmentdisposable.py
+++ b/reactivex/disposable/multipleassignmentdisposable.py
@@ -28,7 +28,7 @@ def set_disposable(self, value: DisposableBase) -> None:
             if not should_dispose:
                 self.current = value
 
-        if should_dispose and value is not None:
+        if should_dispose:
             value.dispose()
 
     disposable = property(get_disposable, set_disposable)
diff --git a/reactivex/disposable/serialdisposable.py b/reactivex/disposable/serialdisposable.py
index bb51121df..315efe79f 100644
--- a/reactivex/disposable/serialdisposable.py
+++ b/reactivex/disposable/serialdisposable.py
@@ -37,7 +37,7 @@ def set_disposable(self, value: abc.DisposableBase) -> None:
         if old is not None:
             old.dispose()
 
-        if should_dispose and value is not None:
+        if should_dispose:
             value.dispose()
 
     disposable = property(get_disposable, set_disposable)
diff --git a/reactivex/internal/utils.py b/reactivex/internal/utils.py
index 109717d84..1f517c6f0 100644
--- a/reactivex/internal/utils.py
+++ b/reactivex/internal/utils.py
@@ -41,8 +41,8 @@ def alias(name: str, doc: str, fun: Callable[_P, _T]) -> Callable[_P, _T]:
     args = (_fun.__code__, _fun.__globals__)
     kwargs = {"name": name, "argdefs": _fun.__defaults__, "closure": _fun.__closure__}
     alias_ = FunctionType(*args, **kwargs)  # type: ignore
-    alias_ = update_wrapper(alias_, _fun)
-    alias_.__kwdefaults__ = _fun.__kwdefaults__
+    alias_ = update_wrapper(alias_, _fun)  # type: ignore
+    alias_.__kwdefaults__ = _fun.__kwdefaults__  # type: ignore
     alias_.__doc__ = doc
     alias_.__annotations__ = _fun.__annotations__
     return cast(Callable[_P, _T], alias_)
diff --git a/reactivex/notification.py b/reactivex/notification.py
index 10627a8cf..b442d33f9 100644
--- a/reactivex/notification.py
+++ b/reactivex/notification.py
@@ -16,7 +16,7 @@ class Notification(Generic[_T]):
     def __init__(self) -> None:
         """Default constructor used by derived types."""
         self.has_value = False
-        self.value: Optional[_T] = None
+        self.value: _T
         self.kind: str = ""
 
     def accept(
diff --git a/reactivex/observable/catch.py b/reactivex/observable/catch.py
index 0266f642f..cd4e05abe 100644
--- a/reactivex/observable/catch.py
+++ b/reactivex/observable/catch.py
@@ -13,7 +13,6 @@
 
 
 def catch_with_iterable_(sources: Iterable[Observable[_T]]) -> Observable[_T]:
-
     """Continues an observable sequence that is terminated by an
     exception with the next observable sequence.
 
diff --git a/reactivex/observable/groupedobservable.py b/reactivex/observable/groupedobservable.py
index a49f717f3..1f7eaba4e 100644
--- a/reactivex/observable/groupedobservable.py
+++ b/reactivex/observable/groupedobservable.py
@@ -28,7 +28,7 @@ def subscribe(
                 underlying_observable.subscribe(observer, scheduler=scheduler),
             )
 
-        self.underlying_observable = (
+        self.underlying_observable: Observable[_T] = (
             underlying_observable if not merged_disposable else Observable(subscribe)
         )
 
diff --git a/reactivex/observable/observable.py b/reactivex/observable/observable.py
index b32e237e6..6e864da98 100644
--- a/reactivex/observable/observable.py
+++ b/reactivex/observable/observable.py
@@ -147,16 +147,14 @@ def set_disposable(
         return Disposable(auto_detach_observer.dispose)
 
     @overload
-    def pipe(self, __op1: Callable[[Observable[_T_out]], _A]) -> _A:
-        ...
+    def pipe(self, __op1: Callable[[Observable[_T_out]], _A]) -> _A: ...
 
     @overload
     def pipe(
         self,
         __op1: Callable[[Observable[_T_out]], _A],
         __op2: Callable[[_A], _B],
-    ) -> _B:
-        ...
+    ) -> _B: ...
 
     @overload
     def pipe(
@@ -164,8 +162,7 @@ def pipe(
         __op1: Callable[[Observable[_T_out]], _A],
         __op2: Callable[[_A], _B],
         __op3: Callable[[_B], _C],
-    ) -> _C:
-        ...
+    ) -> _C: ...
 
     @overload
     def pipe(
@@ -174,8 +171,7 @@ def pipe(
         __op2: Callable[[_A], _B],
         __op3: Callable[[_B], _C],
         __op4: Callable[[_C], _D],
-    ) -> _D:
-        ...
+    ) -> _D: ...
 
     @overload
     def pipe(
@@ -185,8 +181,7 @@ def pipe(
         __op3: Callable[[_B], _C],
         __op4: Callable[[_C], _D],
         __op5: Callable[[_D], _E],
-    ) -> _E:
-        ...
+    ) -> _E: ...
 
     @overload
     def pipe(
@@ -197,8 +192,7 @@ def pipe(
         __op4: Callable[[_C], _D],
         __op5: Callable[[_D], _E],
         __op6: Callable[[_E], _F],
-    ) -> _F:
-        ...
+    ) -> _F: ...
 
     @overload
     def pipe(
@@ -210,8 +204,7 @@ def pipe(
         __op5: Callable[[_D], _E],
         __op6: Callable[[_E], _F],
         __op7: Callable[[_F], _G],
-    ) -> _G:
-        ...
+    ) -> _G: ...
 
     def pipe(self, *operators: Callable[[Any], Any]) -> Any:
         """Compose multiple operators left to right.
diff --git a/reactivex/observable/using.py b/reactivex/observable/using.py
index ba63f17a7..f02104013 100644
--- a/reactivex/observable/using.py
+++ b/reactivex/observable/using.py
@@ -8,8 +8,8 @@
 
 
 def using_(
-    resource_factory: Callable[[], abc.DisposableBase],
-    observable_factory: Callable[[abc.DisposableBase], Observable[_T]],
+    resource_factory: Callable[[], Optional[abc.DisposableBase]],
+    observable_factory: Callable[[Optional[abc.DisposableBase]], Observable[_T]],
 ) -> Observable[_T]:
     """Constructs an observable sequence that depends on a resource
     object, whose lifetime is tied to the resulting observable
diff --git a/reactivex/operators/__init__.py b/reactivex/operators/__init__.py
index 0983dfa22..3413e5357 100644
--- a/reactivex/operators/__init__.py
+++ b/reactivex/operators/__init__.py
@@ -122,7 +122,7 @@ def as_observable() -> Callable[[Observable[_T]], Observable[_T]]:
 
 
 def average(
-    key_mapper: Optional[Mapper[_T, float]] = None
+    key_mapper: Optional[Mapper[_T, float]] = None,
 ) -> Callable[[Observable[_T]], Observable[float]]:
     """The average operator.
 
@@ -185,7 +185,7 @@ def buffer(
 
 
 def buffer_when(
-    closing_mapper: Callable[[], Observable[Any]]
+    closing_mapper: Callable[[], Observable[Any]],
 ) -> Callable[[Observable[_T]], Observable[List[_T]]]:
     """Projects each element of an observable sequence into zero or
     more buffers.
@@ -366,7 +366,7 @@ def buffer_with_time_or_count(
 def catch(
     handler: Union[
         Observable[_T], Callable[[Exception, Observable[_T]], Observable[_T]]
-    ]
+    ],
 ) -> Callable[[Observable[_T]], Observable[_T]]:
     """Continues an observable sequence that is terminated by an
     exception with the next observable sequence.
@@ -455,7 +455,7 @@ def concat(*sources: Observable[_T]) -> Callable[[Observable[_T]], Observable[_T
 
 
 def concat_map(
-    project: Mapper[_T1, Observable[_T2]]
+    project: Mapper[_T1, Observable[_T2]],
 ) -> Callable[[Observable[_T1]], Observable[_T2]]:
     """Projects each source value to an Observable which is merged in the
     output Observable, in a serialized fashion waiting for each one to complete
@@ -593,13 +593,11 @@ def debounce(
 @overload
 def default_if_empty(
     default_value: _T,
-) -> Callable[[Observable[_T]], Observable[_T]]:
-    ...
+) -> Callable[[Observable[_T]], Observable[_T]]: ...
 
 
 @overload
-def default_if_empty() -> Callable[[Observable[_T]], Observable[Optional[_T]]]:
-    ...
+def default_if_empty() -> Callable[[Observable[_T]], Observable[Optional[_T]]]: ...
 
 
 def default_if_empty(
@@ -1013,7 +1011,7 @@ def exclusive() -> Callable[[Observable[Observable[_T]]], Observable[_T]]:
 
 
 def expand(
-    mapper: typing.Mapper[_T, Observable[_T]]
+    mapper: typing.Mapper[_T, Observable[_T]],
 ) -> Callable[[Observable[_T]], Observable[_T]]:
     """Expands an observable sequence by recursively invoking mapper.
 
@@ -1120,7 +1118,7 @@ def finally_action(action: typing.Action) -> Callable[[Observable[_T]], Observab
 
 
 def find(
-    predicate: Callable[[_T, int, Observable[_T]], bool]
+    predicate: Callable[[_T, int, Observable[_T]], bool],
 ) -> Callable[[Observable[_T]], Observable[Union[_T, None]]]:
     """Searches for an element that matches the conditions defined by
     the specified predicate, and returns the first occurrence within
@@ -1152,7 +1150,7 @@ def find(
 
 
 def find_index(
-    predicate: Callable[[_T, int, Observable[_T]], bool]
+    predicate: Callable[[_T, int, Observable[_T]], bool],
 ) -> Callable[[Observable[_T]], Observable[Union[int, None]]]:
     """Searches for an element that matches the conditions defined by
     the specified predicate, and returns an Observable sequence with the
@@ -1258,29 +1256,25 @@ def first_or_default(
 @overload
 def flat_map(
     mapper: Optional[Iterable[_T2]] = None,
-) -> Callable[[Observable[Any]], Observable[_T2]]:
-    ...
+) -> Callable[[Observable[Any]], Observable[_T2]]: ...
 
 
 @overload
 def flat_map(
     mapper: Optional[Observable[_T2]] = None,
-) -> Callable[[Observable[Any]], Observable[_T2]]:
-    ...
+) -> Callable[[Observable[Any]], Observable[_T2]]: ...
 
 
 @overload
 def flat_map(
-    mapper: Optional[Mapper[_T1, Iterable[_T2]]] = None
-) -> Callable[[Observable[_T1]], Observable[_T2]]:
-    ...
+    mapper: Optional[Mapper[_T1, Iterable[_T2]]] = None,
+) -> Callable[[Observable[_T1]], Observable[_T2]]: ...
 
 
 @overload
 def flat_map(
-    mapper: Optional[Mapper[_T1, Observable[_T2]]] = None
-) -> Callable[[Observable[_T1]], Observable[_T2]]:
-    ...
+    mapper: Optional[Mapper[_T1, Observable[_T2]]] = None,
+) -> Callable[[Observable[_T1]], Observable[_T2]]: ...
 
 
 def flat_map(
@@ -1331,29 +1325,25 @@ def flat_map(
 @overload
 def flat_map_indexed(
     mapper_indexed: Optional[Iterable[_T2]] = None,
-) -> Callable[[Observable[Any]], Observable[_T2]]:
-    ...
+) -> Callable[[Observable[Any]], Observable[_T2]]: ...
 
 
 @overload
 def flat_map_indexed(
     mapper_indexed: Optional[Observable[_T2]] = None,
-) -> Callable[[Observable[Any]], Observable[_T2]]:
-    ...
+) -> Callable[[Observable[Any]], Observable[_T2]]: ...
 
 
 @overload
 def flat_map_indexed(
-    mapper_indexed: Optional[MapperIndexed[_T1, Iterable[_T2]]] = None
-) -> Callable[[Observable[_T1]], Observable[_T2]]:
-    ...
+    mapper_indexed: Optional[MapperIndexed[_T1, Iterable[_T2]]] = None,
+) -> Callable[[Observable[_T1]], Observable[_T2]]: ...
 
 
 @overload
 def flat_map_indexed(
-    mapper_indexed: Optional[MapperIndexed[_T1, Observable[_T2]]] = None
-) -> Callable[[Observable[_T1]], Observable[_T2]]:
-    ...
+    mapper_indexed: Optional[MapperIndexed[_T1, Observable[_T2]]] = None,
+) -> Callable[[Observable[_T1]], Observable[_T2]]: ...
 
 
 def flat_map_indexed(
@@ -1401,7 +1391,7 @@ def flat_map_indexed(
 
 
 def flat_map_latest(
-    mapper: Mapper[_T1, Union[Observable[_T2], "Future[_T2]"]]
+    mapper: Mapper[_T1, Union[Observable[_T2], "Future[_T2]"]],
 ) -> Callable[[Observable[_T1]], Observable[_T2]]:
     """Projects each element of an observable sequence into a new
     sequence of observable sequences by incorporating the element's
@@ -1703,23 +1693,20 @@ def last(
 
 
 @overload
-def last_or_default() -> Callable[[Observable[_T]], Observable[Optional[_T]]]:
-    ...
+def last_or_default() -> Callable[[Observable[_T]], Observable[Optional[_T]]]: ...
 
 
 @overload
 def last_or_default(
     default_value: _T,
-) -> Callable[[Observable[_T]], Observable[_T]]:
-    ...
+) -> Callable[[Observable[_T]], Observable[_T]]: ...
 
 
 @overload
 def last_or_default(
     default_value: _T,
     predicate: Predicate[_T],
-) -> Callable[[Observable[_T]], Observable[_T]]:
-    ...
+) -> Callable[[Observable[_T]], Observable[_T]]: ...
 
 
 def last_or_default(
@@ -1764,7 +1751,7 @@ def last_or_default(
 
 
 def map(
-    mapper: Optional[Mapper[_T1, _T2]] = None
+    mapper: Optional[Mapper[_T1, _T2]] = None,
 ) -> Callable[[Observable[_T1]], Observable[_T2]]:
     """The map operator.
 
@@ -1796,7 +1783,7 @@ def map(
 
 
 def map_indexed(
-    mapper_indexed: Optional[MapperIndexed[_T1, _T2]] = None
+    mapper_indexed: Optional[MapperIndexed[_T1, _T2]] = None,
 ) -> Callable[[Observable[_T1]], Observable[_T2]]:
     """Project each element of an observable sequence into a new form
     by incorporating the element's index.
@@ -2029,15 +2016,13 @@ def min_by(
 
 
 @overload
-def multicast() -> Callable[[Observable[_T]], ConnectableObservable[_T]]:
-    ...
+def multicast() -> Callable[[Observable[_T]], ConnectableObservable[_T]]: ...
 
 
 @overload
 def multicast(
     subject: abc.SubjectBase[_T],
-) -> Callable[[Observable[_T]], ConnectableObservable[_T]]:
-    ...
+) -> Callable[[Observable[_T]], ConnectableObservable[_T]]: ...
 
 
 @overload
@@ -2045,8 +2030,7 @@ def multicast(
     *,
     subject_factory: Callable[[Optional[abc.SchedulerBase]], abc.SubjectBase[_T]],
     mapper: Optional[Callable[[Observable[_T]], Observable[_T2]]] = None,
-) -> Callable[[Observable[_T]], Observable[_T2]]:
-    ...
+) -> Callable[[Observable[_T]], Observable[_T2]]: ...
 
 
 def multicast(
@@ -2272,15 +2256,13 @@ def pluck_attr(prop: str) -> Callable[[Observable[Any]], Observable[Any]]:
 
 
 @overload
-def publish() -> Callable[[Observable[_T1]], ConnectableObservable[_T1]]:
-    ...
+def publish() -> Callable[[Observable[_T1]], ConnectableObservable[_T1]]: ...
 
 
 @overload
 def publish(
     mapper: Mapper[Observable[_T1], Observable[_T2]],
-) -> Callable[[Observable[_T1]], Observable[_T2]]:
-    ...
+) -> Callable[[Observable[_T1]], Observable[_T2]]: ...
 
 
 def publish(
@@ -2319,22 +2301,23 @@ def publish(
 @overload
 def publish_value(
     initial_value: _T1,
-) -> Callable[[Observable[_T1]], ConnectableObservable[_T1]]:
-    ...
+) -> Callable[[Observable[_T1]], ConnectableObservable[_T1]]: ...
 
 
 @overload
 def publish_value(
     initial_value: _T1,
     mapper: Mapper[Observable[_T1], Observable[_T2]],
-) -> Callable[[Observable[_T1]], Observable[_T2]]:
-    ...
+) -> Callable[[Observable[_T1]], Observable[_T2]]: ...
 
 
 def publish_value(
     initial_value: _T1,
     mapper: Optional[Mapper[Observable[_T1], Observable[_T2]]] = None,
-) -> Callable[[Observable[_T1]], Union[Observable[_T2], ConnectableObservable[_T1]]]:
+) -> Union[
+    Callable[[Observable[_T1]], ConnectableObservable[_T1]],
+    Callable[[Observable[_T1]], Observable[_T2]],
+]:
     """Returns an observable sequence that is the result of invoking
     the mapper on a connectable observable sequence that shares a
     single subscription to the underlying sequence and starts with
@@ -2371,16 +2354,14 @@ def publish_value(
 
 @overload
 def reduce(
-    accumulator: Accumulator[_TState, _T]
-) -> Callable[[Observable[_T]], Observable[_T]]:
-    ...
+    accumulator: Accumulator[_TState, _T],
+) -> Callable[[Observable[_T]], Observable[_T]]: ...
 
 
 @overload
 def reduce(
     accumulator: Accumulator[_TState, _T], seed: _TState
-) -> Callable[[Observable[_T]], Observable[_TState]]:
-    ...
+) -> Callable[[Observable[_T]], Observable[_TState]]: ...
 
 
 def reduce(
@@ -2470,8 +2451,7 @@ def replay(
     window: Optional[typing.RelativeTime] = None,
     *,
     scheduler: Optional[abc.SchedulerBase] = None,
-) -> Callable[[Observable[_T1]], ConnectableObservable[_T1]]:
-    ...
+) -> Callable[[Observable[_T1]], ConnectableObservable[_T1]]: ...
 
 
 @overload
@@ -2481,8 +2461,7 @@ def replay(
     *,
     mapper: Optional[Mapper[Observable[_T1], Observable[_T2]]],
     scheduler: Optional[abc.SchedulerBase] = None,
-) -> Callable[[Observable[_T1]], Observable[_T2]]:
-    ...
+) -> Callable[[Observable[_T1]], Observable[_T2]]: ...
 
 
 def replay(
@@ -2589,16 +2568,14 @@ def sample(
 
 @overload
 def scan(
-    accumulator: Accumulator[_T, _T]
-) -> Callable[[Observable[_T]], Observable[_T]]:
-    ...
+    accumulator: Accumulator[_T, _T],
+) -> Callable[[Observable[_T]], Observable[_T]]: ...
 
 
 @overload
 def scan(
     accumulator: Accumulator[_TState, _T], seed: Union[_TState, Type[NotSet]]
-) -> Callable[[Observable[_T]], Observable[_TState]]:
-    ...
+) -> Callable[[Observable[_T]], Observable[_TState]]: ...
 
 
 def scan(
@@ -2866,7 +2843,7 @@ def skip_last_with_time(
 
 
 def skip_until(
-    other: Union[Observable[Any], "Future[Any]"]
+    other: Union[Observable[Any], "Future[Any]"],
 ) -> Callable[[Observable[_T]], Observable[_T]]:
     """Returns the values from the source observable sequence only
     after the other observable sequence produces a value.
@@ -3112,27 +3089,24 @@ def some(
 
 @overload
 def starmap(
-    mapper: Callable[[_A, _B], _T]
-) -> Callable[[Observable[Tuple[_A, _B]]], Observable[_T]]:
-    ...
+    mapper: Callable[[_A, _B], _T],
+) -> Callable[[Observable[Tuple[_A, _B]]], Observable[_T]]: ...
 
 
 @overload
 def starmap(
-    mapper: Callable[[_A, _B, _C], _T]
-) -> Callable[[Observable[Tuple[_A, _B, _C]]], Observable[_T]]:
-    ...
+    mapper: Callable[[_A, _B, _C], _T],
+) -> Callable[[Observable[Tuple[_A, _B, _C]]], Observable[_T]]: ...
 
 
 @overload
 def starmap(
-    mapper: Callable[[_A, _B, _C, _D], _T]
-) -> Callable[[Observable[Tuple[_A, _B, _C, _D]]], Observable[_T]]:
-    ...
+    mapper: Callable[[_A, _B, _C, _D], _T],
+) -> Callable[[Observable[Tuple[_A, _B, _C, _D]]], Observable[_T]]: ...
 
 
 def starmap(
-    mapper: Optional[Callable[..., Any]] = None
+    mapper: Optional[Callable[..., Any]] = None,
 ) -> Callable[[Observable[Any]], Observable[Any]]:
     """The starmap operator.
 
@@ -3177,34 +3151,30 @@ def starred(values: Tuple[Any, ...]) -> Any:
 
 @overload
 def starmap_indexed(
-    mapper: Callable[[_A, int], _T]
-) -> Callable[[Observable[_A]], Observable[_T]]:
-    ...
+    mapper: Callable[[_A, int], _T],
+) -> Callable[[Observable[_A]], Observable[_T]]: ...
 
 
 @overload
 def starmap_indexed(
-    mapper: Callable[[_A, _B, int], _T]
-) -> Callable[[Observable[Tuple[_A, _B]]], Observable[_T]]:
-    ...
+    mapper: Callable[[_A, _B, int], _T],
+) -> Callable[[Observable[Tuple[_A, _B]]], Observable[_T]]: ...
 
 
 @overload
 def starmap_indexed(
-    mapper: Callable[[_A, _B, _C, int], _T]
-) -> Callable[[Observable[Tuple[_A, _B, _C]]], Observable[_T]]:
-    ...
+    mapper: Callable[[_A, _B, _C, int], _T],
+) -> Callable[[Observable[Tuple[_A, _B, _C]]], Observable[_T]]: ...
 
 
 @overload
 def starmap_indexed(
-    mapper: Callable[[_A, _B, _C, _D, int], _T]
-) -> Callable[[Observable[Tuple[_A, _B, _C, _D]]], Observable[_T]]:
-    ...
+    mapper: Callable[[_A, _B, _C, _D, int], _T],
+) -> Callable[[Observable[Tuple[_A, _B, _C, _D]]], Observable[_T]]: ...
 
 
 def starmap_indexed(
-    mapper: Optional[Callable[..., Any]] = None
+    mapper: Optional[Callable[..., Any]] = None,
 ) -> Callable[[Observable[Any]], Observable[Any]]:
     """Variant of :func:`starmap` which accepts an indexed mapper.
 
@@ -3291,17 +3261,17 @@ def subscribe_on(
 
 
 @overload
-def sum() -> Callable[[Observable[float]], Observable[float]]:
-    ...
+def sum() -> Callable[[Observable[float]], Observable[float]]: ...
 
 
 @overload
-def sum(key_mapper: Mapper[_T, float]) -> Callable[[Observable[_T]], Observable[float]]:
-    ...
+def sum(
+    key_mapper: Mapper[_T, float],
+) -> Callable[[Observable[_T]], Observable[float]]: ...
 
 
 def sum(
-    key_mapper: Optional[Mapper[Any, float]] = None
+    key_mapper: Optional[Mapper[Any, float]] = None,
 ) -> Callable[[Observable[Any]], Observable[float]]:
     """Computes the sum of a sequence of values that are obtained by
     invoking an optional transform function on each element of the
@@ -3333,9 +3303,9 @@ def sum(
     return sum_(key_mapper)
 
 
-def switch_latest() -> Callable[
-    [Observable[Union[Observable[_T], "Future[_T]"]]], Observable[_T]
-]:
+def switch_latest() -> (
+    Callable[[Observable[Union[Observable[_T], "Future[_T]"]]], Observable[_T]]
+):
     """The switch_latest operator.
 
     Transforms an observable sequence of observable sequences into an
@@ -3363,7 +3333,7 @@ def switch_latest() -> Callable[
 
 
 def switch_map(
-    project: Optional[Mapper[_T1, Observable[_T2]]] = None
+    project: Optional[Mapper[_T1, Observable[_T2]]] = None,
 ) -> Callable[[Observable[_T1]], Observable[_T2]]:
     """Projects each source value to an Observable which is merged in
     the output Observable, emitting values only from the most recently
@@ -3403,7 +3373,7 @@ def switch_map(
 
 
 def switch_map_indexed(
-    project: Optional[MapperIndexed[_T1, Observable[_T2]]] = None
+    project: Optional[MapperIndexed[_T1, Observable[_T2]]] = None,
 ) -> Callable[[Observable[_T1]], Observable[_T2]]:
     """Projects each source value to an Observable which is merged in
     the output Observable, emitting values only from the most recently
@@ -3761,7 +3731,7 @@ def throttle_first(
 
 
 def throttle_with_mapper(
-    throttle_duration_mapper: Callable[[Any], Observable[Any]]
+    throttle_duration_mapper: Callable[[Any], Observable[Any]],
 ) -> Callable[[Observable[_T]], Observable[_T]]:
     """The throttle_with_mapper operator.
 
@@ -3943,7 +3913,7 @@ def to_dict(
 
 
 def to_future(
-    future_ctor: Optional[Callable[[], "Future[_T]"]] = None
+    future_ctor: Optional[Callable[[], "Future[_T]"]] = None,
 ) -> Callable[[Observable[_T]], "Future[_T]"]:
     """Converts an existing observable sequence to a Future.
 
@@ -4068,7 +4038,7 @@ def window(
 
 
 def window_when(
-    closing_mapper: Callable[[], Observable[Any]]
+    closing_mapper: Callable[[], Observable[Any]],
 ) -> Callable[[Observable[_T]], Observable[Observable[_T]]]:
     """Projects each element of an observable sequence into zero or
     more windows.
diff --git a/reactivex/operators/_do.py b/reactivex/operators/_do.py
index a66a1c820..f287cffc9 100644
--- a/reactivex/operators/_do.py
+++ b/reactivex/operators/_do.py
@@ -104,7 +104,9 @@ def do_(observer: abc.ObserverBase[_T]) -> Callable[[Observable[_T]], Observable
     return do_action_(observer.on_next, observer.on_error, observer.on_completed)
 
 
-def do_after_next(source: Observable[_T], after_next: typing.OnNext[_T]):
+def do_after_next(
+    source: Observable[_T], after_next: typing.OnNext[_T]
+) -> Observable[_T]:
     """Invokes an action with each element after it has been emitted downstream.
     This can be helpful for debugging, logging, and other side effects.
 
@@ -280,7 +282,6 @@ def subscribe(
             observer: abc.ObserverBase[_T],
             scheduler: Optional[abc.SchedulerBase] = None,
         ) -> abc.DisposableBase:
-
             was_invoked = [False]
 
             def on_completed():
diff --git a/reactivex/operators/_flatmap.py b/reactivex/operators/_flatmap.py
index ca60d3790..f7ca01956 100644
--- a/reactivex/operators/_flatmap.py
+++ b/reactivex/operators/_flatmap.py
@@ -19,9 +19,7 @@ def projection(x: _T1, i: int) -> Observable[Any]:
         mapper_result: Any = (
             mapper(x)
             if mapper
-            else mapper_indexed(x, i)
-            if mapper_indexed
-            else identity
+            else mapper_indexed(x, i) if mapper_indexed else identity
         )
         if isinstance(mapper_result, Future):
             result: Observable[Any] = from_future(cast("Future[Any]", mapper_result))
diff --git a/reactivex/operators/_map.py b/reactivex/operators/_map.py
index 48b4c0947..681a9d108 100644
--- a/reactivex/operators/_map.py
+++ b/reactivex/operators/_map.py
@@ -12,9 +12,8 @@
 
 
 def map_(
-    mapper: Optional[Mapper[_T1, _T2]] = None
+    mapper: Optional[Mapper[_T1, _T2]] = None,
 ) -> Callable[[Observable[_T1]], Observable[_T2]]:
-
     _mapper = mapper or cast(Mapper[_T1, _T2], identity)
 
     def map(source: Observable[_T1]) -> Observable[_T2]:
@@ -56,7 +55,7 @@ def on_next(value: _T1) -> None:
 
 
 def map_indexed_(
-    mapper_indexed: Optional[MapperIndexed[_T1, _T2]] = None
+    mapper_indexed: Optional[MapperIndexed[_T1, _T2]] = None,
 ) -> Callable[[Observable[_T1]], Observable[_T2]]:
     def _identity(value: _T1, _: int) -> _T2:
         return cast(_T2, value)
@@ -65,7 +64,7 @@ def _identity(value: _T1, _: int) -> _T2:
 
     return compose(
         ops.zip_with_iterable(infinite()),
-        ops.starmap_indexed(_mapper_indexed),
+        ops.starmap_indexed(_mapper_indexed),  # type: ignore
     )
 
 
diff --git a/reactivex/operators/_publishvalue.py b/reactivex/operators/_publishvalue.py
index 7dab26137..8ade65420 100644
--- a/reactivex/operators/_publishvalue.py
+++ b/reactivex/operators/_publishvalue.py
@@ -1,4 +1,4 @@
-from typing import Callable, Optional, TypeVar, Union, cast
+from typing import Callable, Optional, TypeVar, Union
 
 from reactivex import ConnectableObservable, Observable, abc
 from reactivex import operators as ops
@@ -12,7 +12,10 @@
 def publish_value_(
     initial_value: _T1,
     mapper: Optional[Mapper[Observable[_T1], Observable[_T2]]] = None,
-) -> Callable[[Observable[_T1]], Union[Observable[_T2], ConnectableObservable[_T1]]]:
+) -> Union[
+    Callable[[Observable[_T1]], ConnectableObservable[_T1]],
+    Callable[[Observable[_T1]], Observable[_T2]],
+]:
     if mapper:
 
         def subject_factory(
@@ -22,7 +25,7 @@ def subject_factory(
 
         return ops.multicast(subject_factory=subject_factory, mapper=mapper)
 
-    subject = BehaviorSubject(cast(_T2, initial_value))
+    subject = BehaviorSubject(initial_value)
     return ops.multicast(subject)
 
 
diff --git a/reactivex/operators/_repeat.py b/reactivex/operators/_repeat.py
index a9fe04367..9d1ff8bd8 100644
--- a/reactivex/operators/_repeat.py
+++ b/reactivex/operators/_repeat.py
@@ -1,4 +1,3 @@
-import sys
 from typing import Callable, Optional, TypeVar
 
 import reactivex
@@ -11,9 +10,6 @@
 def repeat_(
     repeat_count: Optional[int] = None,
 ) -> Callable[[Observable[_T]], Observable[_T]]:
-    if repeat_count is None:
-        repeat_count = sys.maxsize
-
     def repeat(source: Observable[_T]) -> Observable[_T]:
         """Repeats the observable sequence a specified number of times.
         If the repeat count is not specified, the sequence repeats
diff --git a/reactivex/operators/_single.py b/reactivex/operators/_single.py
index ea85324f1..e37d4f94c 100644
--- a/reactivex/operators/_single.py
+++ b/reactivex/operators/_single.py
@@ -1,4 +1,4 @@
-from typing import Callable, Optional, TypeVar
+from typing import Callable, Optional, TypeVar, cast
 
 from reactivex import Observable, compose
 from reactivex import operators as ops
@@ -30,7 +30,10 @@ def single_(
     if predicate:
         return compose(ops.filter(predicate), ops.single())
     else:
-        return ops.single_or_default_async(False)
+        return cast(
+            Callable[[Observable[_T]], Observable[_T]],
+            ops.single_or_default_async(False),
+        )
 
 
 __all__ = ["single_"]
diff --git a/reactivex/operators/_switchlatest.py b/reactivex/operators/_switchlatest.py
index 2d54a8a31..30b8d6323 100644
--- a/reactivex/operators/_switchlatest.py
+++ b/reactivex/operators/_switchlatest.py
@@ -11,9 +11,9 @@
 _T = TypeVar("_T")
 
 
-def switch_latest_() -> Callable[
-    [Observable[Union[Observable[_T], "Future[_T]"]]], Observable[_T]
-]:
+def switch_latest_() -> (
+    Callable[[Observable[Union[Observable[_T], "Future[_T]"]]], Observable[_T]]
+):
     def switch_latest(
         source: Observable[Union[Observable[_T], "Future[_T]"]]
     ) -> Observable[_T]:
diff --git a/reactivex/operators/_todict.py b/reactivex/operators/_todict.py
index 749719789..27580bfb7 100644
--- a/reactivex/operators/_todict.py
+++ b/reactivex/operators/_todict.py
@@ -44,7 +44,7 @@ def on_next(x: _T) -> None:
                 else:
                     element = cast(_TValue, x)
 
-                m[key] = cast(_TValue, element)
+                m[key] = element
 
             def on_completed() -> None:
                 nonlocal m
diff --git a/reactivex/pipe.py b/reactivex/pipe.py
index 69b668d65..82deb3929 100644
--- a/reactivex/pipe.py
+++ b/reactivex/pipe.py
@@ -14,13 +14,13 @@
 
 
 @overload
-def compose(__op1: Callable[[_A], _B]) -> Callable[[_A], _B]:
-    ...
+def compose(__op1: Callable[[_A], _B]) -> Callable[[_A], _B]: ...
 
 
 @overload
-def compose(__op1: Callable[[_A], _B], __op2: Callable[[_B], _C]) -> Callable[[_A], _C]:
-    ...
+def compose(
+    __op1: Callable[[_A], _B], __op2: Callable[[_B], _C]
+) -> Callable[[_A], _C]: ...
 
 
 @overload
@@ -28,8 +28,7 @@ def compose(
     __op1: Callable[[_A], _B],
     __op2: Callable[[_B], _C],
     __op3: Callable[[_C], _D],
-) -> Callable[[_A], _D]:
-    ...
+) -> Callable[[_A], _D]: ...
 
 
 @overload
@@ -38,8 +37,7 @@ def compose(
     __op2: Callable[[_B], _C],
     __op3: Callable[[_C], _D],
     __op4: Callable[[_D], _E],
-) -> Callable[[_A], _E]:
-    ...
+) -> Callable[[_A], _E]: ...
 
 
 @overload
@@ -49,8 +47,7 @@ def compose(
     __op3: Callable[[_C], _D],
     __op4: Callable[[_D], _E],
     __op5: Callable[[_E], _F],
-) -> Callable[[_A], _F]:
-    ...
+) -> Callable[[_A], _F]: ...
 
 
 @overload
@@ -61,8 +58,7 @@ def compose(
     __op4: Callable[[_D], _E],
     __op5: Callable[[_E], _F],
     __op6: Callable[[_F], _G],
-) -> Callable[[_A], _G]:
-    ...
+) -> Callable[[_A], _G]: ...
 
 
 def compose(*operators: Callable[[Any], Any]) -> Callable[[Any], Any]:
@@ -90,13 +86,11 @@ def _compose(source: Any) -> Any:
 
 
 @overload
-def pipe(__value: _A) -> _A:
-    ...
+def pipe(__value: _A) -> _A: ...
 
 
 @overload
-def pipe(__value: _A, __fn1: Callable[[_A], _B]) -> _B:
-    ...
+def pipe(__value: _A, __fn1: Callable[[_A], _B]) -> _B: ...
 
 
 @overload
@@ -104,8 +98,7 @@ def pipe(
     __value: _A,
     __fn1: Callable[[_A], _B],
     __fn2: Callable[[_B], _C],
-) -> _C:
-    ...
+) -> _C: ...
 
 
 @overload
@@ -114,8 +107,7 @@ def pipe(
     __fn1: Callable[[_A], _B],
     __fn2: Callable[[_B], _C],
     __fn3: Callable[[_C], _D],
-) -> _D:
-    ...
+) -> _D: ...
 
 
 @overload
@@ -125,8 +117,7 @@ def pipe(
     __fn2: Callable[[_B], _C],
     __fn3: Callable[[_C], _D],
     __fn4: Callable[[_D], _E],
-) -> _E:
-    ...
+) -> _E: ...
 
 
 @overload
@@ -137,8 +128,7 @@ def pipe(
     __fn3: Callable[[_C], _D],
     __fn4: Callable[[_D], _E],
     __fn5: Callable[[_E], _F],
-) -> _F:
-    ...
+) -> _F: ...
 
 
 @overload
@@ -150,8 +140,7 @@ def pipe(
     __fn4: Callable[[_D], _E],
     __fn5: Callable[[_E], _F],
     __fn6: Callable[[_F], _G],
-) -> _G:
-    ...
+) -> _G: ...
 
 
 @overload
@@ -164,8 +153,7 @@ def pipe(
     __fn5: Callable[[_E], _F],
     __fn6: Callable[[_F], _G],
     __fn7: Callable[[_G], _H],
-) -> _H:
-    ...
+) -> _H: ...
 
 
 @overload
@@ -179,8 +167,7 @@ def pipe(
     __fn6: Callable[[_F], _G],
     __fn7: Callable[[_G], _H],
     __fn8: Callable[[_H], _T],
-) -> _T:
-    ...
+) -> _T: ...
 
 
 @overload
@@ -195,8 +182,7 @@ def pipe(
     __fn7: Callable[[_G], _H],
     __fn8: Callable[[_H], _T],
     __fn9: Callable[[_T], _J],
-) -> _J:
-    ...
+) -> _J: ...
 
 
 def pipe(__value: Any, *fns: Callable[[Any], Any]) -> Any:
diff --git a/reactivex/scheduler/currentthreadscheduler.py b/reactivex/scheduler/currentthreadscheduler.py
index 6089a201d..42a314b9e 100644
--- a/reactivex/scheduler/currentthreadscheduler.py
+++ b/reactivex/scheduler/currentthreadscheduler.py
@@ -20,9 +20,9 @@ class CurrentThreadScheduler(TrampolineScheduler):
     key dictionary.
     """
 
-    _global: MutableMapping[
-        type, MutableMapping[Thread, "CurrentThreadScheduler"]
-    ] = WeakKeyDictionary()
+    _global: MutableMapping[type, MutableMapping[Thread, "CurrentThreadScheduler"]] = (
+        WeakKeyDictionary()
+    )
 
     @classmethod
     def singleton(cls) -> "CurrentThreadScheduler":
@@ -37,9 +37,9 @@ def singleton(cls) -> "CurrentThreadScheduler":
         thread = current_thread()
         class_map = CurrentThreadScheduler._global.get(cls)
         if class_map is None:
-            class_map_: MutableMapping[
-                Thread, "CurrentThreadScheduler"
-            ] = WeakKeyDictionary()
+            class_map_: MutableMapping[Thread, "CurrentThreadScheduler"] = (
+                WeakKeyDictionary()
+            )
             CurrentThreadScheduler._global[cls] = class_map_
         else:
             class_map_ = class_map
diff --git a/reactivex/scheduler/scheduleditem.py b/reactivex/scheduler/scheduleditem.py
index f1ae8bde4..837fee381 100644
--- a/reactivex/scheduler/scheduleditem.py
+++ b/reactivex/scheduler/scheduleditem.py
@@ -1,25 +1,23 @@
 from datetime import datetime
-from typing import Any, Optional, TypeVar
+from typing import Any, Optional
 
 from reactivex import abc
 from reactivex.disposable import SingleAssignmentDisposable
 
 from .scheduler import Scheduler
 
-_TState = TypeVar("_TState")
-
 
 class ScheduledItem(object):
     def __init__(
         self,
         scheduler: Scheduler,
-        state: Optional[_TState],
-        action: abc.ScheduledAction[_TState],
+        state: Optional[Any],
+        action: abc.ScheduledAction[Any],
         duetime: datetime,
     ) -> None:
         self.scheduler: Scheduler = scheduler
         self.state: Optional[Any] = state
-        self.action: abc.ScheduledAction[_TState] = action
+        self.action: abc.ScheduledAction[Any] = action
         self.duetime: datetime = duetime
         self.disposable: SingleAssignmentDisposable = SingleAssignmentDisposable()
 
diff --git a/reactivex/scheduler/virtualtimescheduler.py b/reactivex/scheduler/virtualtimescheduler.py
index bc4db5689..97e82941e 100644
--- a/reactivex/scheduler/virtualtimescheduler.py
+++ b/reactivex/scheduler/virtualtimescheduler.py
@@ -21,7 +21,7 @@ class VirtualTimeScheduler(PeriodicScheduler):
     """Virtual Scheduler. This scheduler should work with either
     datetime/timespan or ticks as int/int"""
 
-    def __init__(self, initial_clock: typing.AbsoluteTime = 0) -> None:
+    def __init__(self, initial_clock: AbsoluteTime = 0) -> None:
         """Creates a new virtual time scheduler with the specified
         initial clock value.
 
@@ -30,12 +30,12 @@ def __init__(self, initial_clock: typing.AbsoluteTime = 0) -> None:
         """
 
         super().__init__()
-        self._clock = initial_clock
+        self._clock: AbsoluteTime = initial_clock
         self._is_enabled = False
         self._lock: threading.Lock = threading.Lock()
         self._queue: PriorityQueue[ScheduledItem] = PriorityQueue()
 
-    def _get_clock(self) -> AbsoluteTime:
+    def _get_clock(self) -> typing.AbsoluteTime:
         with self._lock:
             return self._clock
 
@@ -164,7 +164,7 @@ def advance_to(self, time: typing.AbsoluteTime) -> None:
         Args:
             time: Absolute time to advance the schedulers clock to.
         """
-
+        item: ScheduledItem
         dt: datetime = self.to_datetime(time)
         with self._lock:
             if self.now > dt:
@@ -180,7 +180,7 @@ def advance_to(self, time: typing.AbsoluteTime) -> None:
                 if not self._is_enabled or not self._queue:
                     break
 
-                item: ScheduledItem = self._queue.peek()
+                item = self._queue.peek()
 
                 if item.duetime > dt:
                     break
diff --git a/reactivex/testing/marbles.py b/reactivex/testing/marbles.py
index e26c3da93..7b852a0ae 100644
--- a/reactivex/testing/marbles.py
+++ b/reactivex/testing/marbles.py
@@ -84,20 +84,20 @@ def marbles_testing(
     def check() -> None:
         if outside_of_context:
             warn(
-                "context functions should not be called outside of " "with statement.",
+                "context functions should not be called outside of with statement.",
                 UserWarning,
                 stacklevel=3,
             )
 
         if start_called:
             warn(
-                "start() should only be called one time inside " "a with statement.",
+                "start() should only be called one time inside a with statement.",
                 UserWarning,
                 stacklevel=3,
             )
 
     def test_start(
-        create: Union[Observable[Any], Callable[[], Observable[Any]]]
+        create: Union[Observable[Any], Callable[[], Observable[Any]]],
     ) -> List[Recorded[Any]]:
         nonlocal start_called
         check()
@@ -171,7 +171,7 @@ def test_hot(
 
 
 def messages_to_records(
-    messages: List[Tuple[typing.RelativeTime, Notification[Any]]]
+    messages: List[Tuple[typing.RelativeTime, Notification[Any]]],
 ) -> List[Recorded[Any]]:
     """
     Helper function to convert messages returned by parse() to a list of
@@ -181,7 +181,7 @@ def messages_to_records(
 
     for message in messages:
         time, notification = message
-        if isinstance(time, float):
+        if isinstance(time, (int, float)):
             time_ = int(time)
         else:
             time_ = time.microseconds // 1000
diff --git a/reactivex/testing/reactivetest.py b/reactivex/testing/reactivetest.py
index 239597fff..d41f6dc7e 100644
--- a/reactivex/testing/reactivetest.py
+++ b/reactivex/testing/reactivetest.py
@@ -67,7 +67,9 @@ def on_next(ticks: int, value: _T) -> Recorded[_T]:
         return Recorded(ticks, OnNext(value))
 
     @staticmethod
-    def on_error(ticks: int, error: Union[Exception, str]) -> Recorded[Any]:
+    def on_error(
+        ticks: int, error: Union[Exception, str, types.FunctionType]
+    ) -> Recorded[Any]:
         if isinstance(error, types.FunctionType):
             return Recorded(ticks, OnErrorPredicate(error))
 
diff --git a/reactivex/testing/testscheduler.py b/reactivex/testing/testscheduler.py
index 2ce4f66dc..339f8e318 100644
--- a/reactivex/testing/testscheduler.py
+++ b/reactivex/testing/testscheduler.py
@@ -12,7 +12,6 @@
 from .reactivetest import ReactiveTest
 
 _T = TypeVar("_T")
-_TState = TypeVar("_TState")
 
 
 class TestScheduler(VirtualTimeScheduler):
@@ -25,8 +24,8 @@ class TestScheduler(VirtualTimeScheduler):
     def schedule_absolute(
         self,
         duetime: typing.AbsoluteTime,
-        action: typing.ScheduledAction[_TState],
-        state: _TState = None,
+        action: typing.ScheduledAction[Any],
+        state: Any = None,
     ) -> abc.DisposableBase:
         """Schedules an action to be executed at the specified virtual
         time.
diff --git a/tests/test_observable/test_skipuntilwithtime.py b/tests/test_observable/test_skipuntilwithtime.py
index 16ee01c2f..02e62b90f 100644
--- a/tests/test_observable/test_skipuntilwithtime.py
+++ b/tests/test_observable/test_skipuntilwithtime.py
@@ -21,7 +21,9 @@ def test_skipuntil_zero(self):
         )
 
         def create():
-            return xs.pipe(ops.skip_until_with_time(datetime.fromtimestamp(0, tz=timezone.utc)))
+            return xs.pipe(
+                ops.skip_until_with_time(datetime.fromtimestamp(0, tz=timezone.utc))
+            )
 
         res = scheduler.start(create)
 
@@ -35,7 +37,9 @@ def test_skipuntil_late(self):
         )
 
         def create():
-            return xs.pipe(ops.skip_until_with_time(datetime.fromtimestamp(250, tz=timezone.utc)))
+            return xs.pipe(
+                ops.skip_until_with_time(datetime.fromtimestamp(250, tz=timezone.utc))
+            )
 
         res = scheduler.start(create)
 
@@ -48,7 +52,9 @@ def test_skipuntil_error(self):
         xs = scheduler.create_hot_observable(on_error(210, ex))
 
         def create():
-            return xs.pipe(ops.skip_until_with_time(datetime.fromtimestamp(250, tz=timezone.utc)))
+            return xs.pipe(
+                ops.skip_until_with_time(datetime.fromtimestamp(250, tz=timezone.utc))
+            )
 
         res = scheduler.start(create)
 
@@ -60,7 +66,9 @@ def test_skipuntil_never(self):
         xs = scheduler.create_hot_observable()
 
         def create():
-            return xs.pipe(ops.skip_until_with_time(datetime.fromtimestamp(250, tz=timezone.utc)))
+            return xs.pipe(
+                ops.skip_until_with_time(datetime.fromtimestamp(250, tz=timezone.utc))
+            )
 
         res = scheduler.start(create)
 
diff --git a/tests/test_observable/test_takeuntilwithtime.py b/tests/test_observable/test_takeuntilwithtime.py
index 8a4a3456e..6b577a534 100644
--- a/tests/test_observable/test_takeuntilwithtime.py
+++ b/tests/test_observable/test_takeuntilwithtime.py
@@ -30,7 +30,9 @@ def test_takeuntil_zero(self):
         )
 
         def create():
-            return xs.pipe(ops.take_until_with_time(datetime.fromtimestamp(0)), tz=timezone.utc)
+            return xs.pipe(
+                ops.take_until_with_time(datetime.fromtimestamp(0, tz=timezone.utc))
+            )
 
         res = scheduler.start(create)
 
diff --git a/tests/test_observable/test_timeout.py b/tests/test_observable/test_timeout.py
index 2c978b27f..f78cfc275 100644
--- a/tests/test_observable/test_timeout.py
+++ b/tests/test_observable/test_timeout.py
@@ -241,7 +241,9 @@ def test_timeout_datetime_offset_timeout_occurs(self):
         ys = scheduler.create_cold_observable(on_next(100, -1))
 
         def create():
-            return xs.pipe(ops.timeout(datetime.fromtimestamp(400, tz=timezone.utc), ys))
+            return xs.pipe(
+                ops.timeout(datetime.fromtimestamp(400, tz=timezone.utc), ys)
+            )
 
         results = scheduler.start(create)
 
@@ -255,7 +257,9 @@ def test_timeout_datetime_offset_timeout_does_not_occur_completed(self):
         ys = scheduler.create_cold_observable(on_next(100, -1))
 
         def create():
-            return xs.pipe(ops.timeout(datetime.fromtimestamp(400, tz=timezone.utc), ys))
+            return xs.pipe(
+                ops.timeout(datetime.fromtimestamp(400, tz=timezone.utc), ys)
+            )
 
         results = scheduler.start(create)
 
@@ -270,7 +274,9 @@ def test_timeout_datetime_offset_timeout_does_not_occur_error(self):
         ys = scheduler.create_cold_observable(on_next(100, -1))
 
         def create():
-            return xs.pipe(ops.timeout(datetime.fromtimestamp(400, tz=timezone.utc), ys))
+            return xs.pipe(
+                ops.timeout(datetime.fromtimestamp(400, tz=timezone.utc), ys)
+            )
 
         results = scheduler.start(create)
 
@@ -286,7 +292,9 @@ def test_timeout_datetime_offset_timeout_occur_2(self):
         ys = scheduler.create_cold_observable(on_next(100, -1))
 
         def create():
-            return xs.pipe(ops.timeout(datetime.fromtimestamp(400, tz=timezone.utc), ys))
+            return xs.pipe(
+                ops.timeout(datetime.fromtimestamp(400, tz=timezone.utc), ys)
+            )
 
         results = scheduler.start(create)
 
@@ -302,7 +310,9 @@ def test_timeout_datetime_offset_timeout_occur_3(self):
         ys = scheduler.create_cold_observable()
 
         def create():
-            return xs.pipe(ops.timeout(datetime.fromtimestamp(400, tz=timezone.utc), ys))
+            return xs.pipe(
+                ops.timeout(datetime.fromtimestamp(400, tz=timezone.utc), ys)
+            )
 
         results = scheduler.start(create)
 
diff --git a/tests/test_scheduler/test_eventloop/test_twistedscheduler.py b/tests/test_scheduler/test_eventloop/test_twistedscheduler.py
index 894d1d9a7..420edf0cf 100644
--- a/tests/test_scheduler/test_eventloop/test_twistedscheduler.py
+++ b/tests/test_scheduler/test_eventloop/test_twistedscheduler.py
@@ -13,7 +13,9 @@
 class TestTwistedScheduler(unittest.TestCase):
     def test_twisted_schedule_now(self):
         scheduler = TwistedScheduler(reactor)
-        diff = scheduler.now - datetime.fromtimestamp(float(reactor.seconds()), tz=timezone.utc)
+        diff = scheduler.now - datetime.fromtimestamp(
+            float(reactor.seconds()), tz=timezone.utc
+        )
         assert abs(diff) < timedelta(milliseconds=1)
 
     def test_twisted_schedule_now_units(self):
diff --git a/tests/test_scheduler/test_historicalscheduler.py b/tests/test_scheduler/test_historicalscheduler.py
index 8bc72b288..bc48d10ae 100644
--- a/tests/test_scheduler/test_historicalscheduler.py
+++ b/tests/test_scheduler/test_historicalscheduler.py
@@ -1,5 +1,5 @@
 import unittest
-from datetime import datetime, timedelta
+from datetime import datetime, timedelta, timezone
 
 from reactivex.internal.constants import UTC_ZERO
 from reactivex.scheduler import HistoricalScheduler
@@ -20,7 +20,9 @@ def assert_equals(first, second):
 
 
 def time(days):
-    dt = datetime(year=1979, month=10, day=31, hour=4, minute=30, second=15)
+    dt = datetime(
+        year=1979, month=10, day=31, hour=4, minute=30, second=15, tzinfo=timezone.utc
+    )
     dt = dt + timedelta(days=days)
     return dt