diff --git a/.github/workflows/ci_workflow.yml b/.github/workflows/ci_workflow.yml
index beb1916..0ec1e91 100644
--- a/.github/workflows/ci_workflow.yml
+++ b/.github/workflows/ci_workflow.yml
@@ -7,12 +7,12 @@ on: [push]
 jobs:
   linting:
     env:
-      POETRY_VERSION: "1.2.2"
+      POETRY_VERSION: "1.7.1"
     runs-on: ubuntu-latest
     strategy:
       matrix:
         # Only lint using the primary version used for dev
-        python-version: ["3.10"]
+        python-version: ["3.12"]
 
     steps:
     - uses: actions/checkout@v3
@@ -29,10 +29,11 @@ jobs:
 
     - name: Install dependencies
       run: |
-        poetry install
+        pipx install tox
+
     - name: Run lint command from tox.ini
       run: |
-        poetry run tox -e lint
+        tox -e lint
 
   pytest:
 
@@ -42,7 +43,7 @@ jobs:
       GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
     strategy:
       matrix:
-        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
 
     steps:
     - uses: actions/checkout@v3
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..305cee4
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,36 @@
+ci:
+  autofix_prs: true
+  autofix_commit_msg: '[pre-commit.ci] auto fixes'
+  autoupdate_schedule: weekly
+  autoupdate_commit_msg: 'chore(deps): pre-commit autoupdate'
+
+repos:
+- repo: https://github.com/pre-commit/pre-commit-hooks
+  rev: v4.5.0
+  hooks:
+  - id: check-json
+    exclude: "\\.vscode/.*.json"
+  - id: check-toml
+  - id: check-yaml
+  - id: end-of-file-fixer
+  - id: trailing-whitespace
+
+- repo: https://github.com/tox-dev/pyproject-fmt
+  rev: "1.7.0"
+  hooks:
+  - id: pyproject-fmt
+
+- repo: https://github.com/astral-sh/ruff-pre-commit
+  rev: 'v0.2.0'
+  hooks:
+    - id: ruff
+      args: [--fix, --exit-non-zero-on-fix, --show-fixes]
+    - id: ruff-format
+
+- repo: https://github.com/pre-commit/mirrors-mypy
+  rev: v1.8.0
+  hooks:
+  - id: mypy
+    pass_filenames: true
+    additional_dependencies:
+    - types-requests
diff --git a/poetry.lock b/poetry.lock
index eb270f2..dda75ab 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "appdirs"
@@ -13,24 +13,22 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "23.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
-    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
-[package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
+dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "backoff"
@@ -44,148 +42,154 @@ files = [
 ]
 
 [[package]]
-name = "black"
-version = "23.3.0"
-description = "The uncompromising code formatter."
+name = "backports-datetime-fromisoformat"
+version = "2.0.1"
+description = "Backport of Python 3.11's datetime.fromisoformat"
+optional = false
+python-versions = ">3"
+files = [
+    {file = "backports-datetime-fromisoformat-2.0.1.tar.gz", hash = "sha256:1b6afca7f47019c22df43062cde73c1af65fbdebc66520f352c690d52fd27127"},
+    {file = "backports_datetime_fromisoformat-2.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b739ccd3f36244f618f1fbc21d89894d9dc9d1d75a68762fcf917d433df38ae3"},
+    {file = "backports_datetime_fromisoformat-2.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:afd072ca32f2ca4e838e0f7b61a56168d98837ee9a182c567a49a834e07c2b98"},
+    {file = "backports_datetime_fromisoformat-2.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1a136d85f8b1db4747aa9e56a8caa0ba77c5c25b761b18e2169ea7b1b516f012"},
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+]
+
+[[package]]
+name = "backports-zoneinfo"
+version = "0.2.1"
+description = "Backport of the standard library zoneinfo module"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6"
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 [package.dependencies]
@@ -193,102 +197,116 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
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 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
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 [[package]]
 name = "colorama"
@@ -303,71 +321,63 @@ files = [
 
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 [package.extras]
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 ssh = ["bcrypt (>=3.1.5)"]
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 test-randomorder = ["pytest-randomly"]
-tox = ["tox"]
-
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-
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-
 [[package]]
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 version = "2.4.16"
@@ -519,25 +488,25 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 
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+version = "2.16.2"
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+    {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
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 grpcio-status = [
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 requests = ">=2.18.0,<3.0.0.dev0"
@@ -549,21 +518,19 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
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+version = "2.27.0"
 description = "Google Authentication Library"
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@@ -574,13 +541,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
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+version = "1.62.0"
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 [package.extras]
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 test = ["objgraph", "psutil"]
 
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-protobuf = ["grpcio-tools (>=1.56.0)"]
+protobuf = ["grpcio-tools (>=1.60.1)"]
 
 [[package]]
 name = "grpcio-status"
-version = "1.56.0"
+version = "1.60.1"
 description = "Status proto mapping for gRPC"
 optional = false
 python-versions = ">=3.6"
 files = [
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+    {file = "grpcio-status-1.60.1.tar.gz", hash = "sha256:61b5aab8989498e8aa142c20b88829ea5d90d18c18c853b9f9e6d407d37bf8b4"},
+    {file = "grpcio_status-1.60.1-py3-none-any.whl", hash = "sha256:3034fdb239185b6e0f3169d08c268c4507481e4b8a434c21311a03d9eb5889a0"},
 ]
 
 [package.dependencies]
 googleapis-common-protos = ">=1.5.5"
-grpcio = ">=1.56.0"
+grpcio = ">=1.60.1"
 protobuf = ">=4.21.6"
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
+    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
 ]
 
 [[package]]
 name = "importlib-metadata"
-version = "4.2.0"
+version = "7.0.1"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
-typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
 zipp = ">=0.5"
 
 [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"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+perf = ["ipython"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
 [[package]]
 name = "importlib-resources"
-version = "5.12.0"
+version = "6.1.1"
 description = "Read resources from Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
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-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
 
 [[package]]
 name = "inflection"
@@ -805,140 +779,114 @@ files = [
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 ]
 
-[[package]]
-name = "isort"
-version = "5.11.5"
-description = "A Python utility / library to sort Python imports."
-optional = false
-python-versions = ">=3.7.0"
-files = [
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-]
-
-[package.extras]
-colors = ["colorama (>=0.4.3,<0.5.0)"]
-pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
-plugins = ["setuptools"]
-requirements-deprecated-finder = ["pip-api", "pipreqs"]
-
 [[package]]
 name = "joblib"
-version = "1.3.1"
+version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
 ]
 
 [[package]]
 name = "jsonpath-ng"
-version = "1.5.3"
+version = "1.6.1"
 description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
-decorator = "*"
 ply = "*"
-six = "*"
 
 [[package]]
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-version = "4.17.3"
+version = "4.21.1"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+attrs = ">=22.2.0"
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+jsonschema-specifications = ">=2023.03.6"
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-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
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 [[package]]
-name = "mccabe"
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-description = "McCabe checker, plugin for flake8"
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 optional = false
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-python-versions = ">=3, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
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+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+referencing = ">=0.31.0"
 
 [[package]]
 name = "mypy"
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 description = "Optional static typing for Python"
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 name = "pkgutil-resolve-name"
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-
 [[package]]
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 [package.extras]
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
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 description = "Beautiful, Pythonic protocol buffers."
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 [package.dependencies]
@@ -1085,46 +1068,33 @@ testing = ["google-api-core[grpc] (>=1.31.5)"]
 
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 [[package]]
 name = "pyasn1"
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 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
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 ]
 
 [[package]]
@@ -1141,17 +1111,6 @@ files = [
 [package.dependencies]
 pyasn1 = ">=0.4.6,<0.6.0"
 
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-
 [[package]]
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 version = "2.21"
@@ -1163,109 +1122,40 @@ files = [
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+optional = false
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+
 [[package]]
 name = "requests"
 version = "2.31.0"
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 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
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-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
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+typing-extensions = ">=4.6.0"
 
 [package.extras]
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-aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
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 mssql-pymssql = ["pymssql"]
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+mypy = ["mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx-oracle (>=7)", "cx-oracle (>=7,<8)"]
+oracle = ["cx_oracle (>=8)"]
+oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
-postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
+postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
+postgresql-psycopg = ["psycopg (>=3.0.7)"]
 postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
-pymysql = ["pymysql", "pymysql (<1)"]
-sqlcipher = ["sqlcipher3-binary"]
+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
+pymysql = ["pymysql"]
+sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "tomli"
@@ -1660,146 +1720,59 @@ files = [
 ]
 
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-
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-
 [[package]]
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+description = "Provider of IANA time zone data"
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-    {file = "typed_ast-1.5.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f0aefdd66f1784c58f65b502b6cf8b121544680456d1cebbd300c2c813899274"},
-    {file = "typed_ast-1.5.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:48074261a842acf825af1968cd912f6f21357316080ebaca5f19abbb11690c8a"},
-    {file = "typed_ast-1.5.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:429ae404f69dc94b9361bb62291885894b7c6fb4640d561179548c849f8492ba"},
-    {file = "typed_ast-1.5.5-cp39-cp39-win_amd64.whl", hash = "sha256:335f22ccb244da2b5c296e6f96b06ee9bed46526db0de38d2f0e5a6597b81155"},
-    {file = "typed_ast-1.5.5.tar.gz", hash = "sha256:94282f7a354f36ef5dbce0ef3467ebf6a258e370ab33d5b40c249fa996e590dd"},
-]
-
-[[package]]
-name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+    {file = "tzdata-2023.4-py2.py3-none-any.whl", hash = "sha256:aa3ace4329eeacda5b7beb7ea08ece826c28d761cda36e747cfbf97996d39bf3"},
+    {file = "tzdata-2023.4.tar.gz", hash = "sha256:dd54c94f294765522c77399649b4fefd95522479a664a0cec87f41bebc6148c9"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "1.26.16"
+version = "1.26.18"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
-    {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
-    {file = "urllib3-1.26.16.tar.gz", hash = "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"},
+    {file = "urllib3-1.26.18-py2.py3-none-any.whl", hash = "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07"},
+    {file = "urllib3-1.26.18.tar.gz", hash = "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
-[[package]]
-name = "virtualenv"
-version = "20.4.7"
-description = "Virtual Python Environment builder"
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-files = [
-    {file = "virtualenv-20.4.7-py2.py3-none-any.whl", hash = "sha256:2b0126166ea7c9c3661f5b8e06773d28f83322de7a3ff7d06f0aed18c9de6a76"},
-    {file = "virtualenv-20.4.7.tar.gz", hash = "sha256:14fdf849f80dbb29a4eb6caa9875d476ee2a5cf76a5f5415fa2f1606010ab467"},
-]
-
-[package.dependencies]
-appdirs = ">=1.4.3,<2"
-distlib = ">=0.3.1,<1"
-filelock = ">=3.0.0,<4"
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
-six = ">=1.9.0,<2"
-
-[package.extras]
-docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=19.9.0rc1)"]
-testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "packaging (>=20.0)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)", "xonsh (>=0.9.16)"]
-
 [[package]]
 name = "zipp"
-version = "3.15.0"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
-    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.7.1,<3.12"
-content-hash = "6838247a37ec00352dc1140e16d332c0cd6b86df6d3883f7adbbe67c01416204"
+python-versions = ">=3.8"
+content-hash = "e7ae2133bb0be815511ff1eb70ea2d762a9405ec59e92a63796742f6e063445e"
diff --git a/pyproject.toml b/pyproject.toml
index 58b8145..0f58eab 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,9 @@
+[build-system]
+build-backend = "poetry.core.masonry.api"
+requires = [
+  "poetry-core==1.9",
+]
+
 [tool.poetry]
 name = "tap-google-analytics"
 version = "0.0.6"
@@ -7,32 +13,86 @@ keywords = [
     "ELT",
     "GoogleAnalytics",
 ]
-license = "Apache 2.0"
+license = "Apache-2.0"
 
 [tool.poetry.dependencies]
-python = ">=3.7.1,<3.12"  # Tested up to 3.11
-singer-sdk = "^0.27.0"
-google-analytics-data = "0.14.2"
-
-[tool.poetry.dev-dependencies]
-pytest = "^7.2.1"
-tox = "^3.28.0"
-flake8 = "^5.0.4"
-black = "^23.1"
-pydocstyle = "^6.1.1"
-mypy = "^1.0"
-isort = "^5.11.5"
-coverage = "^7.1"
-
-[tool.isort]
-profile = "black"
-multi_line_output = 3 # Vertical Hanging Indent
-src_paths = "tap_google_analytics"
+python = ">=3.8"
+backports-datetime-fromisoformat = {version = "~=2.0.1", python = "<3.11"}
+singer-sdk = "~=0.35.0"
+google-analytics-data = "~=0.14.2"
 
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
+[tool.poetry.group.dev.dependencies]
+pytest = ">=7.2.1"
+coverage = ">=7.1"
+mypy = ">=1.8"
+ruff = ">=0.2.1"
 
 [tool.poetry.scripts]
 # CLI declaration
 tap-google-analytics = 'tap_google_analytics.tap:TapGoogleAnalytics.cli'
+
+[tool.ruff]
+line-length = 100
+target-version = "py38"
+
+[tool.ruff.lint]
+ignore = [
+    "COM812",
+    "ISC001",
+]
+select = [
+    "F",    # Pyflakes
+    "W",    # pycodestyle (warnings)
+    "E",    # pycodestyle (errors)
+    "C90",  # mccabe
+    "I",    # isort
+    "N",    # pep8-naming
+    "D",    # pydocstyle
+    "UP",   # pyupgrade
+    "YTT",  # flake8-2020
+    "S",    # flake8-bandit
+    "BLE",  # flake8-blind-except
+    "FBT",  # flake8-boolean-trap
+    "B",    # flake8-bugbear
+    "A",    # flake8-builtins
+    "COM",  # flake8-commas
+    "C4",   # flake8-comprehensions
+    "DTZ",  # flake8-datetimez
+    "FA",   # flake8-future-annotations
+    "ISC",  # flake8-implicit-str-concat
+    "G",    # flake8-logging-format
+    "INP",  # flake8-no-pep420
+    "PIE",  # flake8-pie
+    "T20",  # flake8-print
+    "PT",   # flake8-pytest-style
+    "Q",    # flake8-quotes
+    "RSE",  # flake8-raise
+    "RET",  # flake8-return
+    "SLF",  # flake8-self
+    "SIM",  # flake8-simplify
+    "TID",  # flake8-tidy-imports
+    "TCH",  # flake8-type-checking
+    "ARG",  # flake8-unused-arguments
+    "PTH",  # flake8-use-pathlib
+    "ERA",  # eradicate
+    "PGH",  # pygrep-hooks
+    "PL",   # Pylint
+    "TRY",  # tryceratops
+    "FLY",  # flynt
+    "PERF", # perflint
+    "FURB", # refurb
+    "LOG",  # flake8-logging
+    "RUF",  # Ruff-specific rules
+]
+unfixable = [
+    "ERA",
+]
+
+[tool.ruff.lint.isort]
+required-imports = ["from __future__ import annotations"]
+
+[tool.ruff.lint.per-file-ignores]
+"tests/*" = ["S101"]
+
+[tool.ruff.lint.pydocstyle]
+convention = "google"
diff --git a/tap_google_analytics/client.py b/tap_google_analytics/client.py
index faff372..010327b 100644
--- a/tap_google_analytics/client.py
+++ b/tap_google_analytics/client.py
@@ -1,9 +1,11 @@
 """Custom client handling, including GoogleAnalyticsStream base class."""
 
+from __future__ import annotations
+
 import copy
 import sys
-from datetime import datetime, timedelta
-from typing import Any, Dict, Iterable, List, Optional, cast
+from datetime import date, datetime, timedelta, timezone
+from typing import Any, Iterable
 
 import backoff
 from google.analytics.data_v1beta.types import (
@@ -12,12 +14,16 @@
     RunReportRequest,
     RunReportResponse,
 )
-from pendulum import parse
 from singer_sdk import typing as th
 from singer_sdk.streams import Stream
 
 from tap_google_analytics.error import is_fatal_error
 
+if sys.version_info < (3, 11):
+    from backports.datetime_fromisoformat import MonkeyPatch
+
+    MonkeyPatch.patch_fromisoformat()
+
 
 class GoogleAnalyticsStream(Stream):
     """Stream class for GoogleAnalytics streams."""
@@ -36,40 +42,47 @@ def __init__(self, *args, **kwargs) -> None:
         self.page_size = 100000
 
     def _get_end_date(self):
-        end_date = self.config.get("end_date", datetime.utcnow().strftime("%Y-%m-%d"))
-        end_date_offset = datetime.strptime(end_date, "%Y-%m-%d") - timedelta(days=1)
+        end_date_config = self.config.get("end_date")
+        end_date = (
+            datetime.strptime(end_date_config, "%Y-%m-%d").replace(tzinfo=timezone.utc)
+            if end_date_config
+            else datetime.now(timezone.utc)
+        )
+        end_date_offset = end_date - timedelta(days=1)
 
         return end_date_offset.strftime("%Y-%m-%d")
 
     def _parse_dimension_type(self, attribute, dimensions_ref):
         if attribute in dimensions_ref:
             return self._parse_other_attrb_type(dimensions_ref[attribute])
-        else:
-            self.logger.critical(f"Unsuported GA type: {type}")
-            sys.exit(1)
+        self.logger.critical("Unsupported GA type: %s", type)
+        sys.exit(1)
 
     def _parse_metric_type(self, attribute, metrics_ref):
         # Custom Google Analytics Metrics {ga:goalXXStarts, ga:metricXX, ... }
         # We always treat them as strings as we can not be sure of
         # their data type
-        if attribute.startswith("goal") and attribute.endswith(
-            (
-                "Starts",
-                "Completions",
-                "Value",
-                "ConversionRate",
-                "Abandons",
-                "AbandonRate",
+        if (
+            attribute.startswith("goal")
+            and attribute.endswith(
+                (
+                    "Starts",
+                    "Completions",
+                    "Value",
+                    "ConversionRate",
+                    "Abandons",
+                    "AbandonRate",
+                )
             )
+            or attribute.startswith(("metric", "calcMetric"))
         ):
             return "string"
-        elif attribute.startswith(("metric", "calcMetric")):
-            return "string"
-        elif attribute in metrics_ref:
+
+        if attribute in metrics_ref:
             return self._parse_other_attrb_type(metrics_ref[attribute])
-        else:
-            self.logger.critical(f"Unsuported GA type: {type}")
-            sys.exit(1)
+
+        self.logger.critical("Unsupported GA type: %s", type)
+        sys.exit(1)
 
     def _parse_other_attrb_type(self, attr_type):
         data_type = "string"
@@ -81,15 +94,16 @@ def _parse_other_attrb_type(self, attr_type):
 
         return data_type
 
-    def _lookup_data_type(self, type, attribute, dimensions_ref, metrics_ref):
+    def _lookup_data_type(self, field_type, attribute, dimensions_ref, metrics_ref):
         """Get the data type of a metric or a dimension."""
-        if type == "dimension":
+        if field_type == "dimension":
             return self._parse_dimension_type(attribute, dimensions_ref)
-        elif type == "metric":
+
+        if field_type == "metric":
             return self._parse_metric_type(attribute, metrics_ref)
-        else:
-            self.logger.critical(f"Unsuported GA type: {type}")
-            sys.exit(1)
+
+        self.logger.critical("Unsupported GA type: %s", field_type)
+        sys.exit(1)
 
     @staticmethod
     def _generate_report_definition(report_def_raw):
@@ -103,28 +117,27 @@ def _generate_report_definition(report_def_raw):
 
         # Add segmentIds to the request if the stream contains them
         if "segments" in report_def_raw:
-            report_definition["segments"] = []
-            for segment_id in report_def_raw["segments"]:
-                report_definition["segments"].append({"segmentId": segment_id})
-
+            report_definition["segments"] = [
+                {"segmentId": segment_id} for segment_id in report_def_raw["segments"]
+            ]
         return report_definition
 
     def _request_data(
-        self, api_report_def, state_filter: str, next_page_token: Optional[Any]
+        self, api_report_def, state_filter: str, next_page_token: Any | None
     ) -> RunReportResponse:
         return self._query_api(api_report_def, state_filter, next_page_token)
 
-    def _get_state_filter(self, context: Optional[dict]) -> str:
+    def _get_state_filter(self, context: dict | None) -> str:
         state = self.get_context_state(context)
         state_bookmark = state.get("replication_key_value") or self.config["start_date"]
-        parsed = cast(datetime, parse(state_bookmark))
-        parsed = parsed.replace(tzinfo=None)
-        if parsed < datetime(2019, 1, 1):
-            parsed = datetime(2019, 1, 1)
+        parsed = date.fromisoformat(state_bookmark)
+        if parsed < date(2019, 1, 1):
+            parsed = date(2019, 1, 1)
+
         # state bookmarks need to be reformatted for API requests
-        return datetime.strftime(parsed, "%Y-%m-%d")
+        return date.strftime(parsed, "%Y-%m-%d")
 
-    def _request_records(self, context: Optional[dict]) -> Iterable[dict]:
+    def _request_records(self, context: dict | None) -> Iterable[dict]:
         """Request records from REST endpoint(s), returning response records.
 
         If pagination is detected, pages will be recursed automatically.
@@ -132,15 +145,12 @@ def _request_records(self, context: Optional[dict]) -> Iterable[dict]:
         Args:
             context: Stream partition or context dictionary.
 
-        Yields
-        ------
+        Yields:
             An item for every record in the response.
 
-        Raises
-        ------
+        Raises:
             RuntimeError: If a loop in pagination is detected. That is, when two
                 consecutive pagination tokens are identical.
-
         """
         next_page_token: Any = None
         finished = False
@@ -153,17 +163,19 @@ def _request_records(self, context: Optional[dict]) -> Iterable[dict]:
                 state_filter=state_filter,
                 next_page_token=next_page_token,
             )
-            for row in self._parse_response(resp):
-                yield row
+
+            yield from self._parse_response(resp)
+
             previous_token = copy.deepcopy(next_page_token)
             next_page_token = self._get_next_page_token(
                 response=resp, previous_token=previous_token
             )
             if next_page_token and next_page_token == previous_token:
-                raise RuntimeError(
+                msg = (
                     f"Loop detected in pagination. "
                     f"Pagination token {next_page_token} is identical to prior token."
                 )
+                raise RuntimeError(msg)
             # Cycle until get_next_page_token() no longer returns a value
             finished = not next_page_token
 
@@ -174,73 +186,66 @@ def _get_next_page_token(self, response: RunReportResponse, previous_token) -> A
             response: The response from the API.
             previous_token: The previous page token.
 
-        Returns
-        -------
+        Returns:
             The next page token, or None if there are no more pages.
-
         """
         previous_token = previous_token or 0
         next_token = previous_token + 1
         total_rows = response.row_count
-        if total_rows >= next_token * self.page_size:
-            return next_token
-        return None
+        return next_token if total_rows >= next_token * self.page_size else None
 
     def _parse_response(self, response):
-        if response:
-            dimensionHeaders = [d.name for d in response.dimension_headers]
-            metricHeaders = [mh.name for mh in response.metric_headers]
-
-            for row in response.rows:
-                record = {}
-                dimensions = [d.value for d in row.dimension_values]
-                dateRangeValues = row.metric_values
-
-                for header, dimension in zip(dimensionHeaders, dimensions):
-                    data_type = self._lookup_data_type(
-                        "dimension", header, self.dimensions_ref, self.metrics_ref
-                    )
+        if not response:
+            return
+        dimensionHeaders = [d.name for d in response.dimension_headers]  # noqa: N806
+        metricHeaders = [mh.name for mh in response.metric_headers]  # noqa: N806
+
+        for row in response.rows:
+            record = {}
+            dimensions = [d.value for d in row.dimension_values]
+            dateRangeValues = row.metric_values  # noqa: N806
+
+            for header, dimension in zip(dimensionHeaders, dimensions):
+                data_type = self._lookup_data_type(
+                    "dimension", header, self.dimensions_ref, self.metrics_ref
+                )
 
-                    if data_type == "integer":
-                        value = int(dimension)
-                    elif data_type == "number":
-                        value = float(dimension)
-                    else:
-                        value = dimension
+                if data_type == "integer":
+                    value = int(dimension)
+                elif data_type == "number":
+                    value = float(dimension)
+                else:
+                    value = dimension
 
-                    record[header] = value
+                record[header] = value
 
-                for metric_name, value in zip(metricHeaders, dateRangeValues):
-                    metric_type = self._lookup_data_type(
-                        "metric", metric_name, self.dimensions_ref, self.metrics_ref
-                    )
+            for metric_name, value in zip(metricHeaders, dateRangeValues):
+                metric_type = self._lookup_data_type(
+                    "metric", metric_name, self.dimensions_ref, self.metrics_ref
+                )
 
-                    if hasattr(value, "value"):
-                        value = value.value
+                if hasattr(value, "value"):
+                    value = value.value  # noqa: PLW2901
 
-                    if metric_type == "integer":
-                        value = int(value)
-                    elif metric_type == "number":
-                        value = float(value)
+                if metric_type == "integer":
+                    value = int(value)  # noqa: PLW2901
+                elif metric_type == "number":
+                    value = float(value)  # noqa: PLW2901
 
-                    record[metric_name] = value
+                record[metric_name] = value
 
-                # Also add the [start_date,end_date) used for the report
-                record["report_start_date"] = self.config.get("start_date")
-                record["report_end_date"] = self.end_date
+            # Also add the [start_date,end_date) used for the report
+            record["report_start_date"] = self.config.get("start_date")
+            record["report_end_date"] = self.end_date
 
-                yield record
+            yield record
 
     @backoff.on_exception(backoff.expo, (Exception), max_tries=5, giveup=is_fatal_error)
-    def _query_api(
-        self, report_definition, state_filter, pageToken=None
-    ) -> RunReportResponse:
+    def _query_api(self, report_definition, state_filter, pageToken=None) -> RunReportResponse:  # noqa: N803
         """Query the Analytics Reporting API V4.
 
-        Returns
-        -------
+        Returns:
             The Analytics Reporting API V4 response.
-
         """
         request = RunReportRequest(
             property=f"properties/{self.property_id}",
@@ -262,7 +267,7 @@ def _get_datatype(string_type):
         }
         return mapping.get(string_type, th.StringType())
 
-    def get_records(self, context: Optional[dict]) -> Iterable[Dict[str, Any]]:
+    def get_records(self, context: dict | None) -> Iterable[dict[str, Any]]:
         """Return a generator of row-type dictionary objects.
 
         Each row emitted should be a dictionary of property names to their values.
@@ -270,13 +275,11 @@ def get_records(self, context: Optional[dict]) -> Iterable[Dict[str, Any]]:
         Args:
             context: Stream partition or context dictionary.
 
-        Yields
-        ------
+        Yields:
             One item per (possibly processed) record in the API.
 
         """
-        for record in self._request_records(context):
-            yield record
+        yield from self._request_records(context)
 
     @property
     def schema(self) -> dict:
@@ -285,7 +288,7 @@ def schema(self) -> dict:
         Dynamically detect the json schema for the stream.
         This is evaluated prior to any records being retrieved.
         """
-        properties: List[th.Property] = []
+        properties: list[th.Property] = []
         primary_keys = []
         # : List[th.StringType] = []
 
@@ -300,9 +303,7 @@ def schema(self) -> dict:
             data_type = self._lookup_data_type(
                 "dimension", dimension, self.dimensions_ref, self.metrics_ref
             )
-            properties.append(
-                th.Property(dimension, self._get_datatype(data_type), required=True)
-            )
+            properties.append(th.Property(dimension, self._get_datatype(data_type), required=True))
             primary_keys.append(dimension)
 
         # Add the metrics to the schema
@@ -312,23 +313,20 @@ def schema(self) -> dict:
             )
             properties.append(th.Property(metric, self._get_datatype(data_type)))
 
-        # Also add the {start_date, end_date} params for the report query
-        properties.append(
-            th.Property("report_start_date", th.StringType(), required=True)
-        )
-        properties.append(
-            th.Property("report_end_date", th.StringType(), required=True)
+        properties.extend(
+            (
+                th.Property("report_start_date", th.StringType(), required=True),
+                th.Property("report_end_date", th.StringType(), required=True),
+            )
         )
-
         # If 'ga:date' has not been added as a Dimension, add the
         #  {start_date, end_date} params as keys
         if not date_dimension_included:
-            self.logger.warn(
-                f"Incrmental sync not supported for stream {self.tap_stream_id}, \
-                    'ga.date' is the only supported replication key at this time."
+            self.logger.warning(
+                "Incremental sync not supported for stream %s, 'ga.date' is the only "
+                "supported replication key at this time.",
+                self.tap_stream_id,
             )
-            primary_keys.append("report_start_date")
-            primary_keys.append("report_end_date")
-
+            primary_keys.extend(("report_start_date", "report_end_date"))
         self.primary_keys = primary_keys
         return th.PropertiesList(*properties).to_dict()
diff --git a/tap_google_analytics/error.py b/tap_google_analytics/error.py
index f72a91d..477ddeb 100644
--- a/tap_google_analytics/error.py
+++ b/tap_google_analytics/error.py
@@ -1,5 +1,8 @@
 """GoogleAnalytics error classes."""
 
+from __future__ import annotations
+
+import contextlib
 import json
 import logging
 import socket
@@ -56,12 +59,9 @@ def error_reason(e):
     # the JSON response body.
 
     reason = ""
-    try:
+    with contextlib.suppress(Exception):
         data = json.loads(e.content.decode("utf-8"))
         reason = data["error"]["errors"][0]["reason"]
-    except Exception:
-        pass
-
     return reason
 
 
@@ -75,7 +75,7 @@ def is_fatal_error(error):
     if isinstance(error, socket.timeout):
         return False
 
-    status = error.code if getattr(error, "message") is not None else None
+    status = error.code if error.message is not None else None
     if status in [500, 503]:
         return False
 
@@ -85,5 +85,5 @@ def is_fatal_error(error):
     if reason in NON_FATAL_ERRORS:
         return False
 
-    LOGGER.critical(f"Received fatal error {error}, reason={reason}, status={status}")
+    LOGGER.critical("Received fatal error %s, reason=%s, status=%s", error, reason, status)
     return True
diff --git a/tap_google_analytics/tap.py b/tap_google_analytics/tap.py
index 6f0cd63..a9ebeab 100644
--- a/tap_google_analytics/tap.py
+++ b/tap_google_analytics/tap.py
@@ -1,16 +1,17 @@
 """GoogleAnalytics tap class."""
 
+from __future__ import annotations
+
 import json
 import logging
 import sys
 from pathlib import Path
-from typing import List, Tuple
 
 from google.analytics.data_v1beta import BetaAnalyticsDataClient
 from google.analytics.data_v1beta.types import GetMetadataRequest
 
 # OAuth - Google Analytics Authorization
-# from google.oauth2.credentials import Credentials as ServiceAccountCredentials
+# from google.oauth2.credentials import Credentials as ServiceAccountCredentials  # noqa: ERA001
 from google.oauth2 import service_account
 
 # Service Account - Google Analytics Authorization
@@ -124,25 +125,24 @@ def _initialize_credentials(self):
                 refresh_token=self.config["oauth_credentials"]["refresh_token"],
                 client_id=self.config["oauth_credentials"]["client_id"],
                 client_secret=self.config["oauth_credentials"]["client_secret"],
-                token_uri="https://accounts.google.com/o/oauth2/token",
+                token_uri="https://accounts.google.com/o/oauth2/token",  # noqa: S106
             )
-        elif self.config.get("key_file_location"):
-            with open(self.config["key_file_location"]) as f:
-                return service_account.Credentials.from_service_account_info(
-                    json.load(f)
-                )
-        elif self.config.get("client_secrets"):
+
+        if self.config.get("key_file_location"):
+            with open(self.config["key_file_location"]) as f:  # noqa: PTH123
+                return service_account.Credentials.from_service_account_info(json.load(f))
+
+        if self.config.get("client_secrets"):
             return service_account.Credentials.from_service_account_info(
                 self.config["client_secrets"]
             )
-        else:
-            raise Exception("No valid credentials provided.")
+
+        raise RuntimeError("No valid credentials provided.")  # noqa: TRY003
 
     def _initialize_analytics(self):
         """Initialize an Analytics Reporting API V4 service object.
 
-        Returns
-        -------
+        Returns:
           An authorized Analytics Reporting API V4 service object.
 
         """
@@ -159,22 +159,19 @@ def _get_reports_config(self):
         report_def_file = self.config.get("reports", default_reports)
         if Path(report_def_file).is_file():
             try:
-                with open(report_def_file) as f:
+                with open(report_def_file) as f:  # noqa: PTH123
                     return json.load(f)
             except ValueError:
-                self.logger.critical(
-                    f"The JSON definition in '{report_def_file}' has errors"
-                )
+                self.logger.critical("The JSON definition in '%s' has errors", report_def_file)
                 sys.exit(1)
         else:
-            self.logger.critical(f"'{report_def_file}' file not found")
+            self.logger.critical("'%s' file not found", report_def_file)
             sys.exit(1)
 
-    def _fetch_valid_api_metadata(self) -> Tuple[dict, dict]:
+    def _fetch_valid_api_metadata(self) -> tuple[dict, dict]:
         """Fetch the valid (dimensions, metrics) for the Analytics Reporting API.
 
-        Returns
-        -------
+        Returns:
           A map of (dimensions, metrics) hashes
 
           Each available dimension can be found in dimensions with its data type
@@ -184,24 +181,18 @@ def _fetch_valid_api_metadata(self) -> Tuple[dict, dict]:
             as the value. e.g. metrics['sessions'] == INTEGER
 
         """
-        metrics = {}
-        dimensions = {}
-
-        request = GetMetadataRequest(
-            name=f"properties/{self.config['property_id']}/metadata"
-        )
+        request = GetMetadataRequest(name=f"properties/{self.config['property_id']}/metadata")
         results = self.analytics.get_metadata(request)
 
         prop_id = self.config["property_id"]
-        LOGGER.debug(f"**** metadata for {prop_id}")
+        LOGGER.debug("**** metadata for %s", prop_id)
         LOGGER.debug(results)
 
-        for metric in results.metrics:
-            metrics[metric.api_name] = metric.type_.name.replace("TYPE_", "").lower()
-
-        for dimension in results.dimensions:
-            dimensions[dimension.api_name] = "string"
-
+        metrics = {
+            metric.api_name: metric.type_.name.replace("TYPE_", "").lower()
+            for metric in results.metrics
+        }
+        dimensions = {dimension.api_name: "string" for dimension in results.dimensions}
         return dimensions, metrics
 
     def _validate_report_def(self, reports_definition):
@@ -220,21 +211,22 @@ def _validate_report_def(self, reports_definition):
             # Check that not too many metrics && dimensions have been requested
             if len(metrics) == 0:
                 self.logger.critical(
-                    f"'{name}' has no metrics defined. GA reports must specify at \
-                     least one metric."
+                    "'%s' has no metrics defined. GA reports must specify at least one metric.",
+                    name,
                 )
                 sys.exit(1)
-            elif len(metrics) > 10:
+            elif len(metrics) > 10:  # noqa: PLR2004
                 self.logger.critical(
-                    f"'{name}' has too many metrics defined. GA \
-                    reports can have maximum 10 metrics."
+                    "'%s' has too many metrics defined. GA reports can have maximum 10 metrics.",
+                    name,
                 )
                 sys.exit(1)
 
-            if len(dimensions) > 7:
+            if len(dimensions) > 7:  # noqa: PLR2004
                 self.logger.critical(
-                    f"'{name}' has too many dimensions defined. GA reports \
-                    can have maximum 7 dimensions."
+                    "'%s' has too many dimensions defined. GA reports can have maximum 7 "
+                    "dimensions.",
+                    name,
                 )
                 sys.exit(1)
 
@@ -250,13 +242,9 @@ def _validate_dimensions(self, dimensions):
         # check that all the dimensions are proper Google Analytics Dimensions
         for dimension in dimensions:
             if dimension not in self.dimensions_ref:
-                self.logger.critical(
-                    f"'{dimension}' is not a valid Google Analytics dimension"
-                )
+                self.logger.critical("'%s' is not a valid Google Analytics dimension", dimension)
                 self.logger.info(
-                    "For details see \
-                    https://developers.google.com/analytics/ \
-                    devguides/reporting/data/v1/api-schema"
+                    "For details see https://developers.google.com/analytics/devguides/reporting/data/v1/api-schema"
                 )
                 sys.exit(1)
 
@@ -275,23 +263,20 @@ def _validate_metrics(self, metrics):
             ):
                 # Custom Google Analytics Metrics {goalXXStarts, goalXXValue, ...}
                 continue
-            elif metric.startswith("searchGoal") and metric.endswith("ConversionRate"):
+
+            if metric.startswith("searchGoal") and metric.endswith("ConversionRate"):
                 # Custom Google Analytics Metrics searchGoalXXConversionRate
                 continue
-            elif (
-                not metric.startswith(("metric", "calcMetric"))
-                and metric not in self.metrics_ref
-            ):
-                self.logger.critical(
-                    f"'{metric}' is not a valid Google Analytics metric"
-                )
+
+            if not metric.startswith(("metric", "calcMetric")) and metric not in self.metrics_ref:
+                self.logger.critical("'%s' is not a valid Google Analytics metric", metric)
                 self.logger.info(
                     "For details see https://ga-dev-tools.google/ga4/\
                         dimensions-metrics-explorer/"
                 )
                 sys.exit(1)
 
-    def _custom_initilization(self):
+    def _custom_initialization(self):
         # init GA client
         self.credentials = self._initialize_credentials()
         self.analytics = self._initialize_analytics()
@@ -300,11 +285,11 @@ def _custom_initilization(self):
         self.reports_definition = self._get_reports_config()
         self._validate_report_def(self.reports_definition)
 
-    def discover_streams(self) -> List[Stream]:
+    def discover_streams(self) -> list[Stream]:
         """Return a list of discovered streams."""
         # Generate and return the catalog
-        self._custom_initilization()
-        stream_list: List[Stream] = []
+        self._custom_initialization()
+        stream_list: list[Stream] = []
 
         for report in self.reports_definition:
             stream = GoogleAnalyticsStream(
diff --git a/tap_google_analytics/tests/conftest.py b/tap_google_analytics/tests/conftest.py
deleted file mode 100644
index 30f6888..0000000
--- a/tap_google_analytics/tests/conftest.py
+++ /dev/null
@@ -1,18 +0,0 @@
-"""Conftest fixtures."""
-
-import json
-import os
-
-import pytest
-
-from tap_google_analytics.tests.utilities import get_secrets_dict
-
-
-@pytest.fixture(scope="module")
-def config():
-    """Write secrets file then clean it up after tests."""
-    secrets_path = f"{os.path.dirname(__file__)}/test_data/client_secrets.json"
-    with open(secrets_path, "w") as f:
-        json.dump(get_secrets_dict(), f)
-    yield
-    os.remove(secrets_path)
diff --git a/tap_google_analytics/tests/__init__.py b/tests/__init__.py
similarity index 100%
rename from tap_google_analytics/tests/__init__.py
rename to tests/__init__.py
diff --git a/tests/conftest.py b/tests/conftest.py
new file mode 100644
index 0000000..191ea2a
--- /dev/null
+++ b/tests/conftest.py
@@ -0,0 +1,20 @@
+"""Conftest fixtures."""
+
+from __future__ import annotations
+
+import json
+from pathlib import Path
+
+import pytest
+
+from tests.utilities import get_secrets_dict
+
+
+@pytest.fixture(scope="module")
+def config():  # noqa: PT004
+    """Write secrets file then clean it up after tests."""
+    secrets_path = Path("tests/test_data/client_secrets.json")
+    with secrets_path.open("w") as f:
+        json.dump(get_secrets_dict(), f)
+    yield
+    secrets_path.unlink()
diff --git a/tap_google_analytics/tests/test_core.py b/tests/test_core.py
similarity index 82%
rename from tap_google_analytics/tests/test_core.py
rename to tests/test_core.py
index ebbd42c..3b469e6 100644
--- a/tap_google_analytics/tests/test_core.py
+++ b/tests/test_core.py
@@ -1,5 +1,7 @@
 """Tests standard tap features using the built-in SDK tests library."""
 
+from __future__ import annotations
+
 import os
 from datetime import datetime, timedelta, timezone
 
@@ -7,13 +9,13 @@
 from singer_sdk.testing import get_standard_tap_tests
 
 from tap_google_analytics.tap import TapGoogleAnalytics
-from tap_google_analytics.tests.utilities import get_secrets_dict
+from tests.utilities import get_secrets_dict
 
 SAMPLE_CONFIG_SERVICE = {
     "property_id": "312647579",
     "end_date": datetime.now(timezone.utc).strftime("%Y-%m-%d"),
     "start_date": (datetime.now(timezone.utc) - timedelta(days=2)).strftime("%Y-%m-%d"),
-    "key_file_location": f"{os.path.dirname(__file__)}/test_data/client_secrets.json",
+    "key_file_location": f"{os.path.dirname(__file__)}/test_data/client_secrets.json",  # noqa: PTH120
 }
 
 SAMPLE_CONFIG_CLIENT_SECRETS = {
@@ -32,7 +34,7 @@
     ],
 )
 # Run standard built-in tap tests from the SDK:
-def test_standard_tap_tests(config, sample_config):
+def test_standard_tap_tests(config, sample_config):  # noqa: ARG001
     """Run standard tap tests from the SDK."""
     tests = get_standard_tap_tests(TapGoogleAnalytics, config=sample_config)
     for test in tests:
@@ -41,13 +43,11 @@ def test_standard_tap_tests(config, sample_config):
 
 def test_no_credentials():
     """Run standard tap tests from the SDK."""
-    SAMPLE_CONFIG_SERVICE2 = {
+    SAMPLE_CONFIG_SERVICE2 = {  # noqa: N806
         "property_id": "312647579",
-        "start_date": (datetime.now(timezone.utc) - timedelta(days=2)).strftime(
-            "%Y-%m-%d"
-        ),
+        "start_date": (datetime.now(timezone.utc) - timedelta(days=2)).strftime("%Y-%m-%d"),
     }
-    with pytest.raises(Exception) as e:
+    with pytest.raises(Exception) as e:  # noqa: PT012, PT011
         tap = TapGoogleAnalytics(config=SAMPLE_CONFIG_SERVICE2)
         tap.run_connection_test()
         assert e.value == "No valid credentials provided."
diff --git a/tap_google_analytics/tests/test_data/.gitkeep b/tests/test_data/.gitkeep
similarity index 100%
rename from tap_google_analytics/tests/test_data/.gitkeep
rename to tests/test_data/.gitkeep
diff --git a/tap_google_analytics/tests/utilities.py b/tests/utilities.py
similarity index 91%
rename from tap_google_analytics/tests/utilities.py
rename to tests/utilities.py
index 42f9e5b..fa07bea 100644
--- a/tap_google_analytics/tests/utilities.py
+++ b/tests/utilities.py
@@ -1,4 +1,7 @@
 """Test utility funtions."""
+
+from __future__ import annotations
+
 import base64
 import json
 import os
diff --git a/tox.ini b/tox.ini
index 4e42d33..641f2ce 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,55 +1,33 @@
 # This file can be used to customize dox tests as well as other test frameworks like flake8 and mypy
 
 [tox]
-envlist = py38
-; envlist = py37, py38, py39
+envlist = py38, py39, py310, py311, py312
 isolated_build = true
 
 [testenv]
-whitelist_externals = poetry
+allowlist_externals = poetry
 passenv = CLIENT_SECRETS
 
-commands =
-    poetry install -v
-    poetry run coverage run -m pytest
-    poetry run coverage html -d tap_google_analytics/tests/codecoverage
-    poetry run black --check tap_google_analytics/
-    poetry run flake8 tap_google_analytics
-    poetry run pydocstyle tap_google_analytics
-    poetry run mypy tap_google_analytics --exclude='tap_google_analytics/tests'
-
 [testenv:pytest]
 # Run the python tests.
 # To execute, run `tox -e pytest`
-envlist = py37, py38, py39
 commands =
     poetry install -v
     poetry run coverage run -m pytest
-    poetry run coverage html -d tap_google_analytics/tests/codecoverage
+    poetry run coverage html -d tests/codecoverage
 
 [testenv:format]
 # Attempt to auto-resolve lint errors before they are raised.
 # To execute, run `tox -e format`
 commands =
     poetry install -v
-    poetry run black tap_google_analytics/
-    poetry run isort tap_google_analytics
+    poetry run ruff format tap_google_analytics/
 
 [testenv:lint]
 # Raise an error if lint and style standards are not met.
 # To execute, run `tox -e lint`
 commands =
     poetry install -v
-    poetry run black --check --diff tap_google_analytics/
-    poetry run isort --check tap_google_analytics
-    poetry run flake8 tap_google_analytics
-    poetry run pydocstyle tap_google_analytics
-    poetry run mypy tap_google_analytics --exclude='tap_google_analytics/tests'  --ignore-missing-imports
-
-[flake8]
-ignore = W503
-max-line-length = 88
-max-complexity = 10
-
-[pydocstyle]
-ignore = D105,D203,D213
+    poetry run ruff check --diff tap_google_analytics/
+    poetry run ruff format --check tap_google_analytics
+    poetry run mypy tap_google_analytics --exclude='tests'  --ignore-missing-imports