diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 34a0c2d9..8f43f58f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -16,21 +16,6 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  checks:
-    runs-on: ubuntu-latest
-    steps:
-      - name: "Checkout the source code"
-        uses: actions/checkout@v2
-
-      - name: "Install Python"
-        uses: actions/setup-python@v2
-
-      - name: "Install pre-commit"
-        run: pip install pre-commit
-
-      - name: "Run pre-commit checks"
-        run: pre-commit run --all-files
-
   build:
     runs-on: ubuntu-latest
     strategy:
@@ -56,6 +41,7 @@ jobs:
           # Test with sqlalchemy 1.3
           - { python: "3.10", trino: "latest", sqlalchemy: "~=1.3.0" }
     env:
+      TOX_PARALLEL_NO_SPINNER: 1
       TRINO_VERSION: "${{ matrix.trino }}"
     steps:
       - uses: actions/checkout@v2
@@ -66,7 +52,8 @@ jobs:
         run: |
           sudo apt-get update
           sudo apt-get install libkrb5-dev
-          pip install .[tests] sqlalchemy${{ matrix.sqlalchemy }}
-      - name: Run tests
+          sudo curl -sSL https://install.python-poetry.org | python3
+          poetry install
+      - name: Run tox
         run: |
-          pytest -s tests/
+          poetry run tox --parallel
diff --git a/README.md b/README.md
index 4c0f2ed1..e83ed796 100644
--- a/README.md
+++ b/README.md
@@ -424,12 +424,12 @@ exits the *with* context and the queries succeed, otherwise
 
 ## Improved Python types
 
-If you enable the flag `experimental_python_types`, the client will convert the results of the query to the 
+If you enable the flag `experimental_python_types`, the client will convert the results of the query to the
 corresponding Python types. For example, if the query returns a `DECIMAL` column, the result will be a `Decimal` object.
 
-Limitations of the Python types are described in the 
-[Python types documentation](https://docs.python.org/3/library/datatypes.html). These limitations will generate an 
-exception `trino.exceptions.DataError` if the query returns a value that cannot be converted to the corresponding Python 
+Limitations of the Python types are described in the
+[Python types documentation](https://docs.python.org/3/library/datatypes.html). These limitations will generate an
+exception `trino.exceptions.DataError` if the query returns a value that cannot be converted to the corresponding Python
 type.
 
 ```python
@@ -457,7 +457,95 @@ assert cur.description[0][1] == "timestamp with time zone"
 
 Feel free to create an issue as it makes your request visible to other users and contributors.
 
+## Getting Started With Development
+
+Start by forking the repository and then modify the code in your fork.
+
+Clone the repository and go inside the code directory.
+
+Python dependencies are managed using [Poetry](https://python-poetry.org/) which helps to ensure the project is managed in a deterministic way. Poetry [creates a virtual environment](https://python-poetry.org/docs/managing-environments/) to aid with the process. Poetry should be installed via:
+
+```
+$ curl -sSL https://install.python-poetry.org | python3
+```
+
+When the code is ready, submit a Pull Request.
+
+### Code Style
+
+- For Python code, adhere to PEP 8.
+- Prefer code that is readable over one that is "clever".
+- When writing a Git commit message, follow these [guidelines](https://chris.beams.io/posts/git-commit/).
+
+### Running Tests
+
+`trino-python-client` uses [tox](https://tox.wiki/en/latest/)—a tool for standardizing testing in Python—which leverages the [pytest](https://pytest.org/) testing framework. To run
+only unit tests, type:
+
+```
+$ poetry run tox -e <environment> -- tests/unit
+```
+
+Similarly to run only integration tests, type:
+
+```
+$ poetry run tox -e <environment> -- tests/integration
+```
+
+where `<environment>` denotes the Python environment (see the configuration in `tox.ini`).
+
+Then you can pass options like `--pdb` or anything supported by `pytest --help`.
+
+They pull a Docker image and then run a container with a Trino server:
+- the image is named `trinodb/trino:${TRINO_VERSION}`
+- the container is named `trino-python-client-tests-{uuid4()[:7]}`
+
+### pre-commit
+
+`trino-python-client` leverages [pre-commit](https://pre-commit.com/) to help identify simple issues before submission to code review. Checks include the validity of the `pyproject.toml` file, type checks via [Mypy](https://github.com/python/mypy), etc. To enable `pre-commit` run:
+
+```
+poetry run pre-commit install
+```
+
+which will run on every commit.  You can also run it anytime using:
+
+```
+poetry run tox -e pre-commit
+```
+
+### Releasing
+
+- [Set up your development environment](#Getting-Started-With-Development).
+- Check the local workspace is up to date and has no uncommitted changes
+  ```bash
+  git fetch -a && git status
+  ```
+- Change version in `trino/pyproject.toml` to a new version, e.g. `0.123.0`.
+- Commit
+  ```bash
+  git commit -a -m "Bump version to 0.123.0"
+  ```
+- Create an annotated tag
+  ```bash
+  git tag -m "" 0.123.0
+  ```
+- Create release package and upload it to PyPI
+  ```bash
+  poetry publish --build &&
+  open https://pypi.org/project/trino/ &&
+  echo "Released!"
+  ```
+- Push the branch and the tag
+  ```bash
+  git push upstream master 0.123.0
+  ```
+- Send release announcement.
+
+## Need Help?
+
+Feel free to create an issue as it make your request visible to other users and contributors.
+
 If an interactive discussion would be better or if you just want to hangout and chat about
 the Trino Python client, you can join us on the *#python-client* channel on
 [Trino Slack](https://trino.io/slack.html).
-
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..afa29119
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1096 @@
+[[package]]
+name = "attrs"
+version = "22.1.0"
+description = "Classes Without Boilerplate"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[package.extras]
+dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"]
+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
+tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"]
+tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
+
+[[package]]
+name = "certifi"
+version = "2022.9.24"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "cffi"
+version = "1.15.1"
+description = "Foreign Function Interface for Python calling C code."
+category = "main"
+optional = true
+python-versions = "*"
+
+[package.dependencies]
+pycparser = "*"
+
+[[package]]
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+description = "Validate configuration and produce human readable error messages."
+category = "dev"
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+python-versions = ">=3.6.1"
+
+[[package]]
+name = "charset-normalizer"
+version = "2.1.1"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
+optional = false
+python-versions = ">=3.6.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
+
+[[package]]
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+version = "8.1.3"
+description = "Composable command line interface toolkit"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+
+[[package]]
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+version = "0.4.5"
+description = "Cross-platform colored terminal text."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
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+version = "38.0.1"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "main"
+optional = true
+python-versions = ">=3.6"
+
+[package.dependencies]
+cffi = ">=1.12"
+
+[package.extras]
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+
+[[package]]
+name = "decorator"
+version = "5.1.1"
+description = "Decorators for Humans"
+category = "main"
+optional = true
+python-versions = ">=3.5"
+
+[[package]]
+name = "distlib"
+version = "0.3.6"
+description = "Distribution utilities"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "filelock"
+version = "3.8.0"
+description = "A platform independent file lock."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo (>=2022.6.21)", "sphinx (>=5.1.1)", "sphinx-autodoc-typehints (>=1.19.1)"]
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+
+[[package]]
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+version = "1.1.3.post0"
+description = "Lightweight in-process concurrent programming"
+category = "main"
+optional = true
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
+[package.extras]
+docs = ["Sphinx"]
+
+[[package]]
+name = "gssapi"
+version = "1.8.1"
+description = "Python GSSAPI Wrapper"
+category = "main"
+optional = true
+python-versions = ">=3.7"
+
+[package.dependencies]
+decorator = "*"
+
+[[package]]
+name = "httpretty"
+version = "1.0.5"
+description = "HTTP client mock for Python"
+category = "dev"
+optional = false
+python-versions = ">=3"
+
+[[package]]
+name = "identify"
+version = "2.5.6"
+description = "File identification library for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+license = ["ukkonen"]
+
+[[package]]
+name = "idna"
+version = "3.4"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "importlib-metadata"
+version = "5.0.0"
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+category = "main"
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+[package.dependencies]
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+
+[[package]]
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+version = "5.10.0"
+description = "Read resources from Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
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+[[package]]
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+category = "dev"
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+
+[[package]]
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+category = "main"
+optional = true
+python-versions = ">=3.7"
+
+[package.dependencies]
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+
+[package.extras]
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+
+[[package]]
+name = "jeepney"
+version = "0.8.0"
+description = "Low-level, pure Python DBus protocol wrapper."
+category = "main"
+optional = true
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
+trio = ["async_generator", "trio"]
+
+[[package]]
+name = "keyring"
+version = "23.9.3"
+description = "Store and access your passwords safely."
+category = "main"
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+
+[package.dependencies]
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+pywin32-ctypes = {version = "<0.1.0 || >0.1.0,<0.1.1 || >0.1.1", markers = "sys_platform == \"win32\""}
+SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
+
+[package.extras]
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+
+[[package]]
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+category = "main"
+optional = true
+python-versions = ">=3.7"
+
+[[package]]
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+category = "main"
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+
+[[package]]
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+
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+
+[package.extras]
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+category = "dev"
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+
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+description = "C parser in Python"
+category = "main"
+optional = true
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
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+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "dev"
+optional = false
+python-versions = ">=3.6.8"
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
+[[package]]
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+category = "main"
+optional = true
+python-versions = ">=3.7"
+
+[package.dependencies]
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+gssapi = {version = ">=1.6.0", optional = true, markers = "sys_platform != \"win32\" and extra == \"kerberos\""}
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+
+[package.extras]
+kerberos = ["gssapi (>=1.6.0)", "krb5 (>=0.3.0)"]
+yaml = ["ruamel.yaml"]
+
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+description = "pytest: simple powerful testing with Python"
+category = "dev"
+optional = false
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+[package.extras]
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+[[package]]
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+version = "2022.5"
+description = "World timezone definitions, modern and historical"
+category = "main"
+optional = false
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+
+[[package]]
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+
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+optional = false
+python-versions = ">=3.6"
+
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+
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+version = "3.3.3"
+description = "Python bindings to FreeDesktop.org Secret Service API"
+category = "main"
+optional = true
+python-versions = ">=3.6"
+
+[package.dependencies]
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+jeepney = ">=0.6"
+
+[[package]]
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+version = "65.5.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
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+    {file = "SQLAlchemy-1.4.42.tar.gz", hash = "sha256:177e41914c476ed1e1b77fd05966ea88c094053e17a85303c4ce007f88eff363"},
+]
+toml = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
+tomli = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
+tox = [
+    {file = "tox-3.26.0-py2.py3-none-any.whl", hash = "sha256:bf037662d7c740d15c9924ba23bb3e587df20598697bb985ac2b49bdc2d847f6"},
+    {file = "tox-3.26.0.tar.gz", hash = "sha256:44f3c347c68c2c68799d7d44f1808f9d396fc8a1a500cbc624253375c7ae107e"},
+]
+tox-gh-actions = [
+    {file = "tox-gh-actions-2.10.0.tar.gz", hash = "sha256:4a21e70d799736016cf75c3415f5991008cf81fa6ee1c047d1be24900cec31bb"},
+    {file = "tox_gh_actions-2.10.0-py2.py3-none-any.whl", hash = "sha256:acb64641f09022581040d92c28d6c06d261a829c008575892fd458e23e638971"},
+]
+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 = "urllib3-1.26.12-py2.py3-none-any.whl", hash = "sha256:b930dd878d5a8afb066a637fbb35144fe7901e3b209d1cd4f524bd0e9deee997"},
+    {file = "urllib3-1.26.12.tar.gz", hash = "sha256:3fa96cf423e6987997fc326ae8df396db2a8b7c667747d47ddd8ecba91f4a74e"},
+]
+virtualenv = [
+    {file = "virtualenv-20.16.5-py3-none-any.whl", hash = "sha256:d07dfc5df5e4e0dbc92862350ad87a36ed505b978f6c39609dc489eadd5b0d27"},
+    {file = "virtualenv-20.16.5.tar.gz", hash = "sha256:227ea1b9994fdc5ea31977ba3383ef296d7472ea85be9d6732e42a91c04e80da"},
+]
+zipp = [
+    {file = "zipp-3.9.0-py3-none-any.whl", hash = "sha256:972cfa31bc2fedd3fa838a51e9bc7e64b7fb725a8c00e7431554311f180e9980"},
+    {file = "zipp-3.9.0.tar.gz", hash = "sha256:3a7af91c3db40ec72dd9d154ae18e008c69efe8ca88dde4f9a731bb82fe2f9eb"},
+]
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..70e67d74
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,66 @@
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.poetry]
+name = "trino-python-client"
+version = "0.318.0"
+description = "Client for the Trino distributed SQL Engine"
+license = "Apache 2.0"
+authors = ["Trino Team <python-client@trino.io>"]
+readme = "README.md"
+homepage = "https://trino.io"
+repository = "https://github.com/trinodb/trino-python-client"
+
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: Apache Software License",
+    "Operating System :: MacOS :: MacOS X",
+    "Operating System :: Microsoft :: Windows",
+    "Operating System :: POSIX",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.7",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: Implementation :: CPython",
+    "Programming Language :: Python :: Implementation :: PyPy",
+    "Topic :: Database :: Front-Ends",
+]
+
+packages = [
+    { include = "trino" },
+]
+
+include = ["LICENSE"]
+
+[tool.poetry.dependencies]
+keyring = { version = "*", optional = true }
+python = "^3.7"
+pytz = "*"
+requests = "*"
+requests_kerberos = { version = "*", optional = true }
+sqlalchemy = { version = "~1.4", optional = true }
+
+[tool.poetry.group.dev]
+optional = true
+
+[tool.poetry.group.dev.dependencies]
+pre-commit = "*"
+tox = "*"
+tox-gh-actions = "*"
+
+[tool.poetry.group.test.dependencies]
+click = "*"
+httpretty = "<1.1"
+pytest = "*"
+
+[tool.poetry.extras]
+external-authentication-token-cache = ["keyring"]
+kerberos = ["requests_kerberos"]
+sqlalchemy = ["sqlalchemy"]
+
+[tool.poetry.plugins."sqlalchemy.dialects"]
+trino = "trino.sqlalchemy.dialect:TrinoDialect"
diff --git a/setup.py b/setup.py
deleted file mode 100755
index 2695a530..00000000
--- a/setup.py
+++ /dev/null
@@ -1,92 +0,0 @@
-#!/usr/bin/env python
-
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-import ast
-import re
-import textwrap
-
-from setuptools import setup, find_packages
-
-_version_re = re.compile(r"__version__\s+=\s+(.*)")
-
-with open("trino/__init__.py", "rb") as f:
-    trino_version = _version_re.search(f.read().decode("utf-8"))
-    assert trino_version is not None
-    version = str(ast.literal_eval(trino_version.group(1)))
-
-kerberos_require = ["requests_kerberos"]
-sqlalchemy_require = ["sqlalchemy~=1.3"]
-external_authentication_token_cache_require = ["keyring"]
-
-# We don't add localstorage_require to all_require as users must explicitly opt in to use keyring.
-all_require = kerberos_require + sqlalchemy_require
-
-tests_require = all_require + [
-    # httpretty >= 1.1 duplicates requests in `httpretty.latest_requests`
-    # https://github.com/gabrielfalcao/HTTPretty/issues/425
-    "httpretty < 1.1",
-    "pytest",
-    "pytest-runner",
-    "click",
-]
-
-setup(
-    name="trino",
-    author="Trino Team",
-    author_email="python-client@trino.io",
-    version=version,
-    url="https://github.com/trinodb/trino-python-client",
-    packages=find_packages(include=["trino", "trino.*"]),
-    package_data={"": ["LICENSE", "README.md"]},
-    description="Client for the Trino distributed SQL Engine",
-    long_description=textwrap.dedent(
-        """
-    Client for Trino (https://trino.io), a distributed SQL engine for
-    interactive and batch big data processing. Provides a low-level client and
-    a DBAPI 2.0 implementation.
-    """
-    ),
-    license="Apache 2.0",
-    classifiers=[
-        "Development Status :: 4 - Beta",
-        "Intended Audience :: Developers",
-        "License :: OSI Approved :: Apache Software License",
-        "Operating System :: MacOS :: MacOS X",
-        "Operating System :: POSIX",
-        "Operating System :: Microsoft :: Windows",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.7",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-        "Programming Language :: Python :: Implementation :: CPython",
-        "Programming Language :: Python :: Implementation :: PyPy",
-        "Topic :: Database :: Front-Ends",
-    ],
-    python_requires='>=3.7',
-    install_requires=["pytz", "requests"],
-    extras_require={
-        "all": all_require,
-        "kerberos": kerberos_require,
-        "sqlalchemy": sqlalchemy_require,
-        "tests": tests_require,
-        "external-authentication-token-cache": external_authentication_token_cache_require,
-    },
-    entry_points={
-        "sqlalchemy.dialects": [
-            "trino = trino.sqlalchemy.dialect:TrinoDialect",
-        ]
-    },
-)
diff --git a/tox.ini b/tox.ini
index 33b2f8d6..8ec9b62a 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,6 +1,30 @@
-[tox]
-envlist = py37,py38,py39,py310
+[gh-actions]
+python =
+    3.7: pre-commit, py37
+    3.8: py38
+    3.9: py39
+    3.10: py310
+    pypy-3.7: pypy37
+    pypy-3.8: pypy38
 
 [testenv]
-extras = tests
-commands = pytest -sv tests/
+allowlist_externals =
+    poetry
+commands =
+    poetry install --extras=kerberos --extras=sqlalchemy
+    poetry run pytest {posargs}
+parallel_show_output = true
+
+[testenv:pre-commit]
+commands =
+    poetry install --only dev
+    poetry run pre-commit run --all-files --show-diff-on-failure
+
+[tox]
+envlist =
+    pre-commit
+    py37
+    py38
+    py39
+    py310
+isolated_build = true
diff --git a/trino/__init__.py b/trino/__init__.py
index 8dd7f7c2..37a9aff4 100644
--- a/trino/__init__.py
+++ b/trino/__init__.py
@@ -18,5 +18,3 @@
 from . import logging
 
 __all__ = ['auth', 'dbapi', 'client', 'constants', 'exceptions', 'logging']
-
-__version__ = "0.318.0"