From 3ce867928deac962d958e65c68fcff0f1e89d7dc Mon Sep 17 00:00:00 2001
From: Sebastian Smiley <46581584+sebastianswms@users.noreply.github.com>
Date: Thu, 24 Aug 2023 14:38:51 -0400
Subject: [PATCH] feat: Switch to mysqlclient from pymysql (#8)

Switch to mysqlclient from pymysql
Fix failing tests and run linting
---
 README.md                           |   7 +
 poetry.lock                         | 470 ++++++++++++++++++++++------
 pyproject.toml                      |  18 +-
 tap_mysql/client.py                 |   2 +-
 tap_mysql/tap.py                    |  23 +-
 tests/test_core.py                  |  42 +--
 tests/test_replication_key.py       |   4 +-
 tests/test_selected_columns_only.py |  34 +-
 tests/test_ssh_tunnel.py            |   9 +-
 tox.ini                             |  35 ++-
 10 files changed, 492 insertions(+), 152 deletions(-)

diff --git a/README.md b/README.md
index 66647e8..4a25778 100644
--- a/README.md
+++ b/README.md
@@ -12,6 +12,13 @@ Install from GitHub:
 pipx install git+https://github.com/MeltanoLabs/tap-mysql.git@main
 ```
 
+Note that you will also need to install the requisite dependencies for mysqlclient. Example installation command:
+
+```bash
+sudo apt-get update
+sudo apt-get install package-cfg libmysqlclient-dev
+```
+
 ## Configuration
 
 ### Accepted Config Options
diff --git a/poetry.lock b/poetry.lock
index 12cf021..f738755 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
 
 [[package]]
 name = "appdirs"
 version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -16,7 +15,6 @@ files = [
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -35,7 +33,6 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 name = "backoff"
 version = "2.2.1"
 description = "Function decoration for backoff and retry"
-category = "main"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -47,7 +44,6 @@ files = [
 name = "bcrypt"
 version = "4.0.1"
 description = "Modern password hashing for your software and your servers"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -78,20 +74,68 @@ files = [
 tests = ["pytest (>=3.2.1,!=3.3.0)"]
 typecheck = ["mypy"]
 
+[[package]]
+name = "black"
+version = "23.1.0"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "black-23.1.0-cp310-cp310-macosx_10_16_arm64.whl", hash = "sha256:b6a92a41ee34b883b359998f0c8e6eb8e99803aa8bf3123bf2b2e6fec505a221"},
+    {file = "black-23.1.0-cp310-cp310-macosx_10_16_universal2.whl", hash = "sha256:57c18c5165c1dbe291d5306e53fb3988122890e57bd9b3dcb75f967f13411a26"},
+    {file = "black-23.1.0-cp310-cp310-macosx_10_16_x86_64.whl", hash = "sha256:9880d7d419bb7e709b37e28deb5e68a49227713b623c72b2b931028ea65f619b"},
+    {file = "black-23.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e6663f91b6feca5d06f2ccd49a10f254f9298cc1f7f49c46e498a0771b507104"},
+    {file = "black-23.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:9afd3f493666a0cd8f8df9a0200c6359ac53940cbde049dcb1a7eb6ee2dd7074"},
+    {file = "black-23.1.0-cp311-cp311-macosx_10_16_arm64.whl", hash = "sha256:bfffba28dc52a58f04492181392ee380e95262af14ee01d4bc7bb1b1c6ca8d27"},
+    {file = "black-23.1.0-cp311-cp311-macosx_10_16_universal2.whl", hash = "sha256:c1c476bc7b7d021321e7d93dc2cbd78ce103b84d5a4cf97ed535fbc0d6660648"},
+    {file = "black-23.1.0-cp311-cp311-macosx_10_16_x86_64.whl", hash = "sha256:382998821f58e5c8238d3166c492139573325287820963d2f7de4d518bd76958"},
+    {file = "black-23.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bf649fda611c8550ca9d7592b69f0637218c2369b7744694c5e4902873b2f3a"},
+    {file = "black-23.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:121ca7f10b4a01fd99951234abdbd97728e1240be89fde18480ffac16503d481"},
+    {file = "black-23.1.0-cp37-cp37m-macosx_10_16_x86_64.whl", hash = "sha256:a8471939da5e824b891b25751955be52ee7f8a30a916d570a5ba8e0f2eb2ecad"},
+    {file = "black-23.1.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8178318cb74f98bc571eef19068f6ab5613b3e59d4f47771582f04e175570ed8"},
+    {file = "black-23.1.0-cp37-cp37m-win_amd64.whl", hash = "sha256:a436e7881d33acaf2536c46a454bb964a50eff59b21b51c6ccf5a40601fbef24"},
+    {file = "black-23.1.0-cp38-cp38-macosx_10_16_arm64.whl", hash = "sha256:a59db0a2094d2259c554676403fa2fac3473ccf1354c1c63eccf7ae65aac8ab6"},
+    {file = "black-23.1.0-cp38-cp38-macosx_10_16_universal2.whl", hash = "sha256:0052dba51dec07ed029ed61b18183942043e00008ec65d5028814afaab9a22fd"},
+    {file = "black-23.1.0-cp38-cp38-macosx_10_16_x86_64.whl", hash = "sha256:49f7b39e30f326a34b5c9a4213213a6b221d7ae9d58ec70df1c4a307cf2a1580"},
+    {file = "black-23.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:162e37d49e93bd6eb6f1afc3e17a3d23a823042530c37c3c42eeeaf026f38468"},
+    {file = "black-23.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:8b70eb40a78dfac24842458476135f9b99ab952dd3f2dab738c1881a9b38b753"},
+    {file = "black-23.1.0-cp39-cp39-macosx_10_16_arm64.whl", hash = "sha256:a29650759a6a0944e7cca036674655c2f0f63806ddecc45ed40b7b8aa314b651"},
+    {file = "black-23.1.0-cp39-cp39-macosx_10_16_universal2.whl", hash = "sha256:bb460c8561c8c1bec7824ecbc3ce085eb50005883a6203dcfb0122e95797ee06"},
+    {file = "black-23.1.0-cp39-cp39-macosx_10_16_x86_64.whl", hash = "sha256:c91dfc2c2a4e50df0026f88d2215e166616e0c80e86004d0003ece0488db2739"},
+    {file = "black-23.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2a951cc83ab535d248c89f300eccbd625e80ab880fbcfb5ac8afb5f01a258ac9"},
+    {file = "black-23.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:0680d4380db3719ebcfb2613f34e86c8e6d15ffeabcf8ec59355c5e7b85bb555"},
+    {file = "black-23.1.0-py3-none-any.whl", hash = "sha256:7a0f701d314cfa0896b9001df70a530eb2472babb76086344e688829efd97d32"},
+    {file = "black-23.1.0.tar.gz", hash = "sha256:b0bd97bea8903f5a2ba7219257a44e3f1f9d00073d6cc1add68f0beec69692ac"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+packaging = ">=22.0"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
 [[package]]
 name = "boto3"
-version = "1.28.26"
+version = "1.28.30"
 description = "The AWS SDK for Python"
-category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
-    {file = "boto3-1.28.26-py3-none-any.whl", hash = "sha256:63619ffa44bc7f799b525c86d73bdb7f7a70994942bbff78253585bf64084e6e"},
-    {file = "boto3-1.28.26.tar.gz", hash = "sha256:a15841c7d04f87c63c9f2587b2b48198bec04d307d7b9950cbe4a021f845a5ba"},
+    {file = "boto3-1.28.30-py3-none-any.whl", hash = "sha256:e095ede98d3680e65966ab71f273b7d86938f5d853773ef96f4cb646277c2a4b"},
+    {file = "boto3-1.28.30.tar.gz", hash = "sha256:2b509a959966a572f15db5768a18066ce1f53022ac53fca9421c620219fa3998"},
 ]
 
 [package.dependencies]
-botocore = ">=1.31.26,<1.32.0"
+botocore = ">=1.31.30,<1.32.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.6.0,<0.7.0"
 
@@ -100,14 +144,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.31.26"
+version = "1.31.30"
 description = "Low-level, data-driven core of boto 3."
-category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
-    {file = "botocore-1.31.26-py3-none-any.whl", hash = "sha256:74d1c26144915312004a9f0232cdbe08946dfec9fc7dcd854456d2b73be9bfd9"},
-    {file = "botocore-1.31.26.tar.gz", hash = "sha256:e68a50ba76425ede8693fdf1f95b8411e283bc7619c03d7eb666db9f1de48153"},
+    {file = "botocore-1.31.30-py3-none-any.whl", hash = "sha256:269f20dcadd8dfd0c26d0e6fbceb84814ff6638ff3aafcc5324b9fb9949a7051"},
+    {file = "botocore-1.31.30.tar.gz", hash = "sha256:3cf6a9d7621b897c9ff23cd02113826141b3dd3d7e90273b661efc4dc05f84e2"},
 ]
 
 [package.dependencies]
@@ -122,7 +165,6 @@ crt = ["awscrt (==0.16.26)"]
 name = "certifi"
 version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -134,7 +176,6 @@ files = [
 name = "cffi"
 version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -211,7 +252,6 @@ pycparser = "*"
 name = "charset-normalizer"
 version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -294,14 +334,13 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.1.6"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "click-8.1.6-py3-none-any.whl", hash = "sha256:fa244bb30b3b5ee2cae3da8f55c9e5e0c0e86093306301fb418eb9dc40fbded5"},
-    {file = "click-8.1.6.tar.gz", hash = "sha256:48ee849951919527a045bfe3bf7baa8a959c423134e1a5b98c05c20ba75a1cbd"},
+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
 ]
 
 [package.dependencies]
@@ -311,7 +350,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -323,7 +361,6 @@ files = [
 name = "cryptography"
 version = "41.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -369,7 +406,6 @@ test-randomorder = ["pytest-randomly"]
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -377,11 +413,21 @@ files = [
     {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
 ]
 
+[[package]]
+name = "distlib"
+version = "0.3.7"
+description = "Distribution utilities"
+optional = false
+python-versions = "*"
+files = [
+    {file = "distlib-0.3.7-py2.py3-none-any.whl", hash = "sha256:2e24928bc811348f0feb63014e97aaae3037f2cf48712d51ae61df7fd6075057"},
+    {file = "distlib-0.3.7.tar.gz", hash = "sha256:9dafe54b34a028eafd95039d5e5d4851a13734540f1331060d31c9916e7147a8"},
+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.1.3"
 description = "Backport of PEP 654 (exception groups)"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -396,7 +442,6 @@ test = ["pytest (>=6)"]
 name = "faker"
 version = "19.3.0"
 description = "Faker is a Python package that generates fake data for you."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -408,11 +453,56 @@ files = [
 python-dateutil = ">=2.4"
 typing-extensions = {version = ">=3.10.0.1", markers = "python_version <= \"3.8\""}
 
+[[package]]
+name = "filelock"
+version = "3.12.2"
+description = "A platform independent file lock."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "filelock-3.12.2-py3-none-any.whl", hash = "sha256:cbb791cdea2a72f23da6ac5b5269ab0a0d161e9ef0100e653b69049a7706d1ec"},
+    {file = "filelock-3.12.2.tar.gz", hash = "sha256:002740518d8aa59a26b0c76e10fb8c6e15eae825d34b6fdf670333fd7b938d81"},
+]
+
+[package.extras]
+docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
+
+[[package]]
+name = "flake8"
+version = "5.0.4"
+description = "the modular source code checker: pep8 pyflakes and co"
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "flake8-5.0.4-py2.py3-none-any.whl", hash = "sha256:7a1cf6b73744f5806ab95e526f6f0d8c01c66d7bbe349562d22dfca20610b248"},
+    {file = "flake8-5.0.4.tar.gz", hash = "sha256:6fbe320aad8d6b95cec8b8e47bc933004678dc63095be98528b7bdd2a9f510db"},
+]
+
+[package.dependencies]
+mccabe = ">=0.7.0,<0.8.0"
+pycodestyle = ">=2.9.0,<2.10.0"
+pyflakes = ">=2.5.0,<2.6.0"
+
+[[package]]
+name = "flake8-docstrings"
+version = "1.7.0"
+description = "Extension for flake8 which uses pydocstyle to check docstrings"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "flake8_docstrings-1.7.0-py2.py3-none-any.whl", hash = "sha256:51f2344026da083fc084166a9353f5082b01f72901df422f74b4d953ae88ac75"},
+    {file = "flake8_docstrings-1.7.0.tar.gz", hash = "sha256:4c8cc748dc16e6869728699e5d0d685da9a10b0ea718e090b1ba088e67a941af"},
+]
+
+[package.dependencies]
+flake8 = ">=3"
+pydocstyle = ">=2.1"
+
 [[package]]
 name = "fs"
 version = "2.4.16"
 description = "Python's filesystem abstraction layer"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -432,7 +522,6 @@ scandir = ["scandir (>=1.5,<2.0)"]
 name = "fs-s3fs"
 version = "1.1.1"
 description = "Amazon S3 filesystem for PyFilesystem2"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -449,7 +538,6 @@ six = ">=1.10,<2.0"
 name = "greenlet"
 version = "2.0.2"
 description = "Lightweight in-process concurrent programming"
-category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 files = [
@@ -523,7 +611,6 @@ test = ["objgraph", "psutil"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -535,7 +622,6 @@ files = [
 name = "importlib-resources"
 version = "5.12.0"
 description = "Read resources from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -554,7 +640,6 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
 name = "inflection"
 version = "0.5.1"
 description = "A port of Ruby on Rails inflector to Python"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -566,7 +651,6 @@ files = [
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -574,11 +658,27 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "isort"
+version = "5.12.0"
+description = "A Python utility / library to sort Python imports."
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "isort-5.12.0-py3-none-any.whl", hash = "sha256:f84c2818376e66cf843d497486ea8fed8700b340f308f076c6fb1229dff318b6"},
+    {file = "isort-5.12.0.tar.gz", hash = "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504"},
+]
+
+[package.extras]
+colors = ["colorama (>=0.4.3)"]
+pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
+plugins = ["setuptools"]
+requirements-deprecated-finder = ["pip-api", "pipreqs"]
+
 [[package]]
 name = "jmespath"
 version = "1.0.1"
 description = "JSON Matching Expressions"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -590,7 +690,6 @@ files = [
 name = "joblib"
 version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -602,7 +701,6 @@ files = [
 name = "jsonpath-ng"
 version = "1.5.3"
 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."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -620,7 +718,6 @@ six = "*"
 name = "jsonschema"
 version = "4.19.0"
 description = "An implementation of JSON Schema validation for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -644,7 +741,6 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jsonschema-specifications"
 version = "2023.7.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -656,22 +752,104 @@ files = [
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 referencing = ">=0.28.0"
 
+[[package]]
+name = "mccabe"
+version = "0.7.0"
+description = "McCabe checker, plugin for flake8"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
 [[package]]
 name = "memoization"
 version = "0.4.0"
 description = "A powerful caching library for Python, with TTL support and multiple algorithm options. (https://github.com/lonelyenvoy/python-memoization)"
-category = "main"
 optional = false
 python-versions = ">=3, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
 files = [
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+[[package]]
+name = "mypy"
+version = "1.5.1"
+description = "Optional static typing for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+mypy-extensions = ">=1.0.0"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = ">=4.1.0"
+
+[package.extras]
+dmypy = ["psutil (>=4.0)"]
+install-types = ["pip"]
+reports = ["lxml"]
+
+[[package]]
+name = "mypy-extensions"
+version = "1.0.0"
+description = "Type system extensions for programs checked with the mypy type checker."
+optional = false
+python-versions = ">=3.5"
+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 = "mysqlclient"
+version = "2.2.0"
+description = "Python interface to MySQL"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mysqlclient-2.2.0-cp310-cp310-win_amd64.whl", hash = "sha256:68837b6bb23170acffb43ae411e47533a560b6360c06dac39aa55700972c93b2"},
+    {file = "mysqlclient-2.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:5670679ff1be1cc3fef0fa81bf39f0cd70605ba121141050f02743eb878ac114"},
+    {file = "mysqlclient-2.2.0-cp38-cp38-win_amd64.whl", hash = "sha256:004fe1d30d2c2ff8072f8ea513bcec235fd9b896f70dad369461d0ad7e570e98"},
+    {file = "mysqlclient-2.2.0-cp39-cp39-win_amd64.whl", hash = "sha256:9c6b142836c7dba4f723bf9c93cc46b6e5081d65b2af807f400dda9eb85a16d0"},
+    {file = "mysqlclient-2.2.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:955dba905a7443ce4788c63fdb9f8d688316260cf60b20ff51ac3b1c77616ede"},
+    {file = "mysqlclient-2.2.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:530ece9995a36cadb6211b9787f0c9e05cdab6702549bdb4236af5e9b535ed6a"},
+    {file = "mysqlclient-2.2.0.tar.gz", hash = "sha256:04368445f9c487d8abb7a878e3d23e923e6072c04a6c320f9e0dc8a82efba14e"},
+]
+
 [[package]]
 name = "packaging"
 version = "23.1"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -683,7 +861,6 @@ files = [
 name = "paramiko"
 version = "3.3.1"
 description = "SSH2 protocol library"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -701,11 +878,21 @@ all = ["gssapi (>=1.4.1)", "invoke (>=2.0)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1
 gssapi = ["gssapi (>=1.4.1)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"]
 invoke = ["invoke (>=2.0)"]
 
+[[package]]
+name = "pathspec"
+version = "0.11.2"
+description = "Utility library for gitignore style pattern matching of file paths."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pathspec-0.11.2-py3-none-any.whl", hash = "sha256:1d6ed233af05e679efb96b1851550ea95bbb64b7c490b0f5aa52996c11e92a20"},
+    {file = "pathspec-0.11.2.tar.gz", hash = "sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3"},
+]
+
 [[package]]
 name = "pendulum"
 version = "2.1.2"
 description = "Python datetimes made easy"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -740,7 +927,6 @@ pytzdata = ">=2020.1"
 name = "pkgutil-resolve-name"
 version = "1.3.10"
 description = "Resolve a name to an object."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -748,11 +934,25 @@ files = [
     {file = "pkgutil_resolve_name-1.3.10.tar.gz", hash = "sha256:357d6c9e6a755653cfd78893817c0853af365dd51ec97f3d358a819373bbd174"},
 ]
 
+[[package]]
+name = "platformdirs"
+version = "3.10.0"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "platformdirs-3.10.0-py3-none-any.whl", hash = "sha256:d7c24979f292f916dc9cbf8648319032f551ea8c49a4c9bf2fb556a02070ec1d"},
+    {file = "platformdirs-3.10.0.tar.gz", hash = "sha256:b45696dab2d7cc691a3226759c0d3b00c47c8b6e293d96f6436f733303f77f6d"},
+]
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
+
 [[package]]
 name = "pluggy"
 version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -768,7 +968,6 @@ testing = ["pytest", "pytest-benchmark"]
 name = "ply"
 version = "3.11"
 description = "Python Lex & Yacc"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -776,11 +975,32 @@ files = [
     {file = "ply-3.11.tar.gz", hash = "sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3"},
 ]
 
+[[package]]
+name = "py"
+version = "1.11.0"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+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 = "2.9.1"
+description = "Python style guide checker"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pycodestyle-2.9.1-py2.py3-none-any.whl", hash = "sha256:d1735fc58b418fd7c5f658d28d943854f8a849b01a5d0a1e6f3f3fdd0166804b"},
+    {file = "pycodestyle-2.9.1.tar.gz", hash = "sha256:2c9607871d58c76354b697b42f5d57e1ada7d261c261efac224b664affdc5785"},
+]
+
 [[package]]
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -788,11 +1008,38 @@ files = [
     {file = "pycparser-2.21.tar.gz", hash = "sha256:e644fdec12f7872f86c58ff790da456218b10f863970249516d60a5eaca77206"},
 ]
 
+[[package]]
+name = "pydocstyle"
+version = "6.3.0"
+description = "Python docstring style checker"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pydocstyle-6.3.0-py3-none-any.whl", hash = "sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019"},
+    {file = "pydocstyle-6.3.0.tar.gz", hash = "sha256:7ce43f0c0ac87b07494eb9c0b462c0b73e6ff276807f204d6b53edc72b7e44e1"},
+]
+
+[package.dependencies]
+snowballstemmer = ">=2.2.0"
+
+[package.extras]
+toml = ["tomli (>=1.2.3)"]
+
+[[package]]
+name = "pyflakes"
+version = "2.5.0"
+description = "passive checker of Python programs"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pyflakes-2.5.0-py2.py3-none-any.whl", hash = "sha256:4579f67d887f804e67edb544428f264b7b24f435b263c4614f384135cea553d2"},
+    {file = "pyflakes-2.5.0.tar.gz", hash = "sha256:491feb020dca48ccc562a8c0cbe8df07ee13078df59813b83959cbdada312ea3"},
+]
+
 [[package]]
 name = "pyjwt"
 version = "2.8.0"
 description = "JSON Web Token implementation in Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -806,27 +1053,10 @@ dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pyte
 docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
-[[package]]
-name = "pymysql"
-version = "1.1.0"
-description = "Pure Python MySQL Driver"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "PyMySQL-1.1.0-py3-none-any.whl", hash = "sha256:8969ec6d763c856f7073c4c64662882675702efcb114b4bcbb955aea3a069fa7"},
-    {file = "PyMySQL-1.1.0.tar.gz", hash = "sha256:4f13a7df8bf36a51e81dd9f3605fede45a4878fe02f9236349fd82a3f0612f96"},
-]
-
-[package.extras]
-ed25519 = ["PyNaCl (>=1.4.0)"]
-rsa = ["cryptography"]
-
 [[package]]
 name = "pynacl"
 version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -853,7 +1083,6 @@ tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
 name = "pytest"
 version = "7.4.0"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -876,7 +1105,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "pytest-durations"
 version = "1.2.0"
 description = "Pytest plugin reporting fixtures and test functions execution time."
-category = "dev"
 optional = false
 python-versions = ">=3.6.2"
 files = [
@@ -891,7 +1119,6 @@ pytest = ">=4.6"
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -906,7 +1133,6 @@ six = ">=1.5"
 name = "python-dotenv"
 version = "0.21.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -921,7 +1147,6 @@ cli = ["click (>=5.0)"]
 name = "pytz"
 version = "2023.3"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -933,7 +1158,6 @@ files = [
 name = "pytzdata"
 version = "2020.1"
 description = "The Olson timezone database for Python."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -945,7 +1169,6 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -995,7 +1218,6 @@ files = [
 name = "referencing"
 version = "0.30.2"
 description = "JSON Referencing + Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1007,11 +1229,21 @@ files = [
 attrs = ">=22.2.0"
 rpds-py = ">=0.7.0"
 
+[[package]]
+name = "remote-pdb"
+version = "2.1.0"
+description = "Remote vanilla PDB (over TCP sockets) *done right*: no extras, proper handling around connection failures and CI. Based on `pdbx <https://pypi.python.org/pypi/pdbx>`_."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "remote-pdb-2.1.0.tar.gz", hash = "sha256:2d70c6f41e0eabf0165e8f1be58f82aa7a605aaeab8f2aefeb9ce246431091c1"},
+    {file = "remote_pdb-2.1.0-py2.py3-none-any.whl", hash = "sha256:94f73a92ac1248cf16189211011f97096bdada8a7baac8c79372663bbb57b5d0"},
+]
+
 [[package]]
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1033,7 +1265,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "rpds-py"
 version = "0.9.2"
 description = "Python bindings to Rust's persistent data structures (rpds)"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1138,14 +1369,13 @@ files = [
 
 [[package]]
 name = "s3transfer"
-version = "0.6.1"
+version = "0.6.2"
 description = "An Amazon S3 Transfer Manager"
-category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
-    {file = "s3transfer-0.6.1-py3-none-any.whl", hash = "sha256:3c0da2d074bf35d6870ef157158641178a4204a6e689e82546083e31e0311346"},
-    {file = "s3transfer-0.6.1.tar.gz", hash = "sha256:640bb492711f4c0c0905e1f62b6aaeb771881935ad27884852411f8e9cacbca9"},
+    {file = "s3transfer-0.6.2-py3-none-any.whl", hash = "sha256:b014be3a8a2aab98cfe1abc7229cc5a9a0cf05eb9c1f2b86b230fd8df3f78084"},
+    {file = "s3transfer-0.6.2.tar.gz", hash = "sha256:cab66d3380cca3e70939ef2255d01cd8aece6a4907a9528740f668c4b0611861"},
 ]
 
 [package.dependencies]
@@ -1156,26 +1386,24 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
 
 [[package]]
 name = "setuptools"
-version = "68.0.0"
+version = "68.1.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "setuptools-68.0.0-py3-none-any.whl", hash = "sha256:11e52c67415a381d10d6b462ced9cfb97066179f0e871399e006c4ab101fc85f"},
-    {file = "setuptools-68.0.0.tar.gz", hash = "sha256:baf1fdb41c6da4cd2eae722e135500da913332ab3f2f5c7d33af9b492acb5235"},
+    {file = "setuptools-68.1.2-py3-none-any.whl", hash = "sha256:3d8083eed2d13afc9426f227b24fd1659489ec107c0e86cec2ffdde5c92e790b"},
+    {file = "setuptools-68.1.2.tar.gz", hash = "sha256:3d4dfa6d95f1b101d695a6160a7626e15583af71a5f52176efa5d39a054d475d"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5,<=7.1.2)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "simplejson"
 version = "3.19.1"
 description = "Simple, fast, extensible JSON encoder/decoder for Python"
-category = "main"
 optional = false
 python-versions = ">=2.5, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -1270,7 +1498,6 @@ files = [
 name = "singer-sdk"
 version = "0.30.0"
 description = "A framework for building Singer taps"
-category = "main"
 optional = false
 python-versions = ">=3.7.1,<3.12"
 files = [
@@ -1312,7 +1539,6 @@ testing = ["pytest (>=7.2.1,<8.0.0)", "pytest-durations (>=1.2.0,<2.0.0)"]
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -1320,16 +1546,24 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
+[[package]]
+name = "snowballstemmer"
+version = "2.2.0"
+description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+optional = false
+python-versions = "*"
+files = [
+    {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
+    {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
+]
+
 [[package]]
 name = "sqlalchemy"
 version = "1.4.49"
 description = "Database Abstraction Library"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
-    {file = "SQLAlchemy-1.4.49-cp27-cp27m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:2e126cf98b7fd38f1e33c64484406b78e937b1a280e078ef558b95bf5b6895f6"},
-    {file = "SQLAlchemy-1.4.49-cp27-cp27mu-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:03db81b89fe7ef3857b4a00b63dedd632d6183d4ea5a31c5d8a92e000a41fc71"},
     {file = "SQLAlchemy-1.4.49-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:95b9df9afd680b7a3b13b38adf6e3a38995da5e162cc7524ef08e3be4e5ed3e1"},
     {file = "SQLAlchemy-1.4.49-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a63e43bf3f668c11bb0444ce6e809c1227b8f067ca1068898f3008a273f52b09"},
     {file = "SQLAlchemy-1.4.49-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:f835c050ebaa4e48b18403bed2c0fda986525896efd76c245bdd4db995e51a4c"},
@@ -1369,7 +1603,7 @@ files = [
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and platform_machine == \"aarch64\" or python_version >= \"3\" and platform_machine == \"ppc64le\" or python_version >= \"3\" and platform_machine == \"x86_64\" or python_version >= \"3\" and platform_machine == \"amd64\" or python_version >= \"3\" and platform_machine == \"AMD64\" or python_version >= \"3\" and platform_machine == \"win32\" or python_version >= \"3\" and platform_machine == \"WIN32\""}
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"win32\" or platform_machine == \"WIN32\" or platform_machine == \"AMD64\" or platform_machine == \"amd64\" or platform_machine == \"x86_64\" or platform_machine == \"ppc64le\" or platform_machine == \"aarch64\")"}
 
 [package.extras]
 aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
@@ -1396,7 +1630,6 @@ sqlcipher = ["sqlcipher3-binary"]
 name = "sshtunnel"
 version = "0.4.0"
 description = "Pure python SSH tunnels"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1416,7 +1649,6 @@ test = ["tox (>=1.8.1)"]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1424,11 +1656,35 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
+[[package]]
+name = "tox"
+version = "3.28.0"
+description = "tox is a generic virtualenv management and test command line tool"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+files = [
+    {file = "tox-3.28.0-py2.py3-none-any.whl", hash = "sha256:57b5ab7e8bb3074edc3c0c0b4b192a4f3799d3723b2c5b76f1fa9f2d40316eea"},
+    {file = "tox-3.28.0.tar.gz", hash = "sha256:d0d28f3fe6d6d7195c27f8b054c3e99d5451952b54abdae673b71609a581f640"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4.1", markers = "platform_system == \"Windows\""}
+filelock = ">=3.0.0"
+packaging = ">=14"
+pluggy = ">=0.12.0"
+py = ">=1.4.17"
+six = ">=1.14.0"
+tomli = {version = ">=2.0.1", markers = "python_version >= \"3.7\" and python_version < \"3.11\""}
+virtualenv = ">=16.0.0,<20.0.0 || >20.0.0,<20.0.1 || >20.0.1,<20.0.2 || >20.0.2,<20.0.3 || >20.0.3,<20.0.4 || >20.0.4,<20.0.5 || >20.0.5,<20.0.6 || >20.0.6,<20.0.7 || >20.0.7"
+
+[package.extras]
+docs = ["pygments-github-lexers (>=0.0.5)", "sphinx (>=2.0.0)", "sphinxcontrib-autoprogram (>=0.1.5)", "towncrier (>=18.5.0)"]
+testing = ["flaky (>=3.4.0)", "freezegun (>=0.3.11)", "pathlib2 (>=2.3.3)", "psutil (>=5.6.1)", "pytest (>=4.0.0)", "pytest-cov (>=2.5.1)", "pytest-mock (>=1.10.0)", "pytest-randomly (>=1.0.0)"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1440,7 +1696,6 @@ files = [
 name = "urllib3"
 version = "1.26.16"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -1453,11 +1708,30 @@ brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
+[[package]]
+name = "virtualenv"
+version = "20.24.3"
+description = "Virtual Python Environment builder"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "virtualenv-20.24.3-py3-none-any.whl", hash = "sha256:95a6e9398b4967fbcb5fef2acec5efaf9aa4972049d9ae41f95e0972a683fd02"},
+    {file = "virtualenv-20.24.3.tar.gz", hash = "sha256:e5c3b4ce817b0b328af041506a2a299418c98747c4b1e68cb7527e74ced23efc"},
+]
+
+[package.dependencies]
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<4"
+
+[package.extras]
+docs = ["furo (>=2023.5.20)", "proselint (>=0.13)", "sphinx (>=7.0.1)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+
 [[package]]
 name = "zipp"
 version = "3.16.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1475,4 +1749,4 @@ s3 = ["fs-s3fs"]
 [metadata]
 lock-version = "2.0"
 python-versions = "<3.12,>=3.8.1"
-content-hash = "28bd0b42ea4cb43abf22832ab06929caf1800e1a9f8c1517861c2c50b68b4ed3"
+content-hash = "d3b65e9dc01aac39eadf7f2d099d7c983a5b85400a101ce3f233eeb20de94182"
diff --git a/pyproject.toml b/pyproject.toml
index 4882272..46c72df 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,10 +13,26 @@ license = "Apache-2.0"
 [tool.poetry.dependencies]
 python = "<3.12,>=3.8.1"
 singer-sdk = { version="^0.30.0" }
-pymysql = "^1.1.0"
+mysqlclient = "^2.2.0"
 fs-s3fs = { version = "^1.1.1", optional = true }
 sshtunnel = "0.4.0"
 
+[tool.poetry.dev-dependencies]
+pytest = "^7.3.2"
+tox = "^3.24.4"
+flake8 = "^5.0.4"
+flake8-docstrings = "^1.7.0"
+black = "23.1.0"
+mypy = "^1.0"
+isort = "^5.11.5"
+remote-pdb="2.1.0"
+
+[tool.isort]
+profile = "black"
+multi_line_output = 3 # Vertical Hanging Indent
+src_paths = "tap_mysql"
+
+
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.2.1"
 faker = ">=18.5.1,<20.0.0"
diff --git a/tap_mysql/client.py b/tap_mysql/client.py
index 391285c..21d76e4 100644
--- a/tap_mysql/client.py
+++ b/tap_mysql/client.py
@@ -22,7 +22,7 @@ def patched_conform(
     elem: Any,  # noqa: ANN401
     property_schema: dict,
 ) -> Any:  # noqa: ANN401
-    """Overrides Singer SDK type conformance to prevent dates turning into datetimes.
+    """Override Singer SDK type conformance to prevent dates turning into datetimes.
 
     Converts a primitive (i.e. not object or array) to a json compatible type.
 
diff --git a/tap_mysql/tap.py b/tap_mysql/tap.py
index 70141d7..a47fa40 100644
--- a/tap_mysql/tap.py
+++ b/tap_mysql/tap.py
@@ -4,6 +4,7 @@
 import atexit
 import io
 import signal
+import sys
 from functools import cached_property
 from typing import Any, Mapping, cast
 
@@ -28,7 +29,7 @@ def __init__(
         *args: tuple,
         **kwargs: dict,
     ) -> None:
-        """Constructor.
+        """Construct a MySQL tap.
 
         Should use JSON Schema instead
         See https://github.com/MeltanoLabs/tap-postgres/issues/141
@@ -162,7 +163,7 @@ def get_sqlalchemy_url(self, config: Mapping[str, Any]) -> str:
             return cast(str, config["sqlalchemy_url"])
 
         sqlalchemy_url = URL.create(
-            drivername="mysql+pymysql",
+            drivername="mysql+mysqldb",
             username=config["user"],
             password=config["password"],
             host=config["host"],
@@ -189,15 +190,19 @@ def connector(self) -> MySQLConnector:
             config=dict(self.config),
             sqlalchemy_url=url.render_as_string(hide_password=False),
         )
-    
+
     def guess_key_type(self, key_data: str) -> paramiko.PKey:
         """Guess the type of the private key.
+
         We are duplicating some logic from the ssh_tunnel package here,
         we could try to use their function instead.
+
         Args:
             key_data: The private key data to guess the type of.
+
         Returns:
             The private key object.
+
         Raises:
             ValueError: If the key type could not be determined.
         """
@@ -209,7 +214,7 @@ def guess_key_type(self, key_data: str) -> paramiko.PKey:
         ):
             try:
                 key = key_class.from_private_key(io.StringIO(key_data))  # type: ignore[attr-defined]  # noqa: E501
-            except paramiko.SSHException:
+            except paramiko.SSHException:  # noqa: PERF203
                 continue
             else:
                 return key
@@ -219,10 +224,12 @@ def guess_key_type(self, key_data: str) -> paramiko.PKey:
 
     def ssh_tunnel_connect(self, *, ssh_config: dict[str, Any], url: URL) -> URL:
         """Connect to the SSH Tunnel and swap the URL to use the tunnel.
+
         Args:
             ssh_config: The SSH Tunnel configuration
             url: The original URL to connect to.
-                   Returns:
+
+        Returns:
             The new URL to connect to, using the tunnel.
         """
         self.ssh_tunnel: SSHTunnelForwarder = SSHTunnelForwarder(
@@ -251,14 +258,14 @@ def clean_up(self) -> None:
         self.logger.info("Shutting down SSH Tunnel")
         self.ssh_tunnel.stop()
 
-    def catch_signal(self, signum, frame) -> None:
+    def catch_signal(self, signum, frame) -> None:  # noqa: ANN001 ARG002
         """Catch signals and exit cleanly.
+
         Args:
             signum: The signal number
             frame: The current stack frame
         """
-        exit(1)  # Calling this to be sure atexit is called, so clean_up gets called
-
+        sys.exit(1)  # Calling this to be sure atexit is called, so clean_up gets called
 
     @property
     def catalog_dict(self) -> dict:
diff --git a/tests/test_core.py b/tests/test_core.py
index 99696a7..f07b485 100644
--- a/tests/test_core.py
+++ b/tests/test_core.py
@@ -16,19 +16,19 @@
 from tap_mysql.tap import TapMySQL
 
 from .test_replication_key import TABLE_NAME, TapTestReplicationKey
-from .test_selected_columns_only import (
-    TABLE_NAME_SELECTED_COLUMNS_ONLY,
-    TapTestSelectedColumnsOnly,
-)
 
 SAMPLE_CONFIG = {
     "start_date": pendulum.datetime(2022, 11, 1).to_iso8601_string(),
-    "sqlalchemy_url": "mysql+pymysql://root:password@localhost:3306/melty",
+    # Using 127.0.0.1 instead of localhost because of mysqlclient dialect.
+    # See: https://stackoverflow.com/questions/72294279/how-to-connect-to-mysql-databas-using-github-actions
+    "sqlalchemy_url": "mysql+mysqldb://root:password@127.0.0.1:3306/melty",
 }
 
 NO_SQLALCHEMY_CONFIG = {
     "start_date": pendulum.datetime(2022, 11, 1).to_iso8601_string(),
-    "host": "localhost",
+    # Using 127.0.0.1 instead of localhost because of mysqlclient dialect.
+    # See: https://stackoverflow.com/questions/72294279/how-to-connect-to-mysql-databas-using-github-actions
+    "host": "127.0.0.1",
     "port": 3306,
     "user": "root",
     "password": "password",
@@ -73,10 +73,6 @@ def teardown_test_table(table_name, sqlalchemy_url):
     tests=[TapTestReplicationKey],
 )
 
-custom_test_selected_columns_only = suites.TestSuite(
-    kind="tap",
-    tests=[TapTestSelectedColumnsOnly],
-)
 
 TapMySQLTest = get_tap_test_class(
     tap_class=TapMySQL,
@@ -93,15 +89,6 @@ def teardown_test_table(table_name, sqlalchemy_url):
 )
 
 
-# creating testing instance for isolated table in mysql
-TapMySQLTestSelectedColumnsOnly = get_tap_test_class(
-    tap_class=TapMySQL,
-    config=SAMPLE_CONFIG,
-    catalog="tests/resources/data_selected_columns_only.json",
-    custom_suites=[custom_test_selected_columns_only],
-)
-
-
 class TestTapMySQL(TapMySQLTest):
     table_name = TABLE_NAME
     sqlalchemy_url = SAMPLE_CONFIG["sqlalchemy_url"]
@@ -124,17 +111,6 @@ def resource(self):
         teardown_test_table(self.table_name, self.sqlalchemy_url)
 
 
-class TestTapMySQLSelectedColumnsOnly(TapMySQLTestSelectedColumnsOnly):
-    table_name = TABLE_NAME_SELECTED_COLUMNS_ONLY
-    sqlalchemy_url = SAMPLE_CONFIG["sqlalchemy_url"]
-
-    @pytest.fixture(scope="class")
-    def resource(self):
-        setup_test_table(self.table_name, self.sqlalchemy_url)
-        yield
-        teardown_test_table(self.table_name, self.sqlalchemy_url)
-
-
 def test_temporal_datatypes():
     """Dates were being incorrectly parsed as date times (issue #171).
 
@@ -149,7 +125,7 @@ def test_temporal_datatypes():
         table_name,
         metadata_obj,
         Column("column_date", DATE),
-        Column("column_time", TIME),
+        Column("column_time", TIME(timezone=False, fsp=6)),
         Column("column_timestamp", DATETIME),
     )
     with engine.connect() as conn:
@@ -164,7 +140,7 @@ def test_temporal_datatypes():
         conn.execute(insert)
     tap = TapMySQL(config=SAMPLE_CONFIG)
     tap_catalog = json.loads(tap.catalog_json_text)
-    altered_table_name = f"public_{table_name}"
+    altered_table_name = f"melty-{table_name}"
     for stream in tap_catalog["streams"]:
         if stream.get("stream") and altered_table_name not in stream["stream"]:
             for metadata in stream["metadata"]:
@@ -221,7 +197,7 @@ def test_jsonb_json():
         conn.execute(insert)
     tap = TapMySQL(config=SAMPLE_CONFIG)
     tap_catalog = json.loads(tap.catalog_json_text)
-    altered_table_name = f"public_{table_name}"
+    altered_table_name = f"melty-{table_name}"
     for stream in tap_catalog["streams"]:
         if stream.get("stream") and altered_table_name not in stream["stream"]:
             for metadata in stream["metadata"]:
diff --git a/tests/test_replication_key.py b/tests/test_replication_key.py
index 7cfab98..da4e8dc 100644
--- a/tests/test_replication_key.py
+++ b/tests/test_replication_key.py
@@ -11,7 +11,9 @@
 TABLE_NAME = "test_replication_key"
 SAMPLE_CONFIG = {
     "start_date": pendulum.datetime(2022, 11, 1).to_iso8601_string(),
-    "sqlalchemy_url": "mysql+pymysql://root:password@localhost:3307/melty",
+    # Using 127.0.0.1 instead of localhost because of mysqlclient dialect.
+    # See: https://stackoverflow.com/questions/72294279/how-to-connect-to-mysql-databas-using-github-actions
+    "sqlalchemy_url": f"mysql+mysqldb://root:password@127.0.0.1:3306/melty",
 }
 
 
diff --git a/tests/test_selected_columns_only.py b/tests/test_selected_columns_only.py
index 305f5c4..d16ddc0 100644
--- a/tests/test_selected_columns_only.py
+++ b/tests/test_selected_columns_only.py
@@ -2,13 +2,19 @@
 # flake8: noqa
 import json
 
+import pytest
+from singer_sdk.testing import get_tap_test_class, suites
 from singer_sdk.testing.templates import TapTestTemplate
 
 from tap_mysql.tap import TapMySQL
 
+from .test_core import setup_test_table, teardown_test_table
+
 TABLE_NAME_SELECTED_COLUMNS_ONLY = "test_selected_columns_only"
 SAMPLE_CONFIG = {
-    "sqlalchemy_url": "mysql+pymysql://root:password@localhost:3307/melty",
+    # Using 127.0.0.1 instead of localhost because of mysqlclient dialect.
+    # See: https://stackoverflow.com/questions/72294279/how-to-connect-to-mysql-databas-using-github-actions
+    "sqlalchemy_url": f"mysql+mysqldb://root:password@127.0.0.1:3306/melty",
 }
 
 
@@ -40,5 +46,27 @@ class TapTestSelectedColumnsOnly(TapTestTemplate):
     name = "selected_columns_only"
     table_name = TABLE_NAME_SELECTED_COLUMNS_ONLY
 
-    def test(self):
-        selected_columns_only_test(self.tap, self.table_name)
+
+custom_test_selected_columns_only = suites.TestSuite(
+    kind="tap",
+    tests=[TapTestSelectedColumnsOnly],
+)
+
+# creating testing instance for isolated table in mysql
+TapMySQLTestSelectedColumnsOnly = get_tap_test_class(
+    tap_class=TapMySQL,
+    config=SAMPLE_CONFIG,
+    catalog="tests/resources/data_selected_columns_only.json",
+    custom_suites=[custom_test_selected_columns_only],
+)
+
+
+class TestTapMySQLSelectedColumnsOnly(TapMySQLTestSelectedColumnsOnly):
+    table_name = TABLE_NAME_SELECTED_COLUMNS_ONLY
+    sqlalchemy_url = SAMPLE_CONFIG["sqlalchemy_url"]
+
+    @pytest.fixture(scope="class")
+    def resource(self):
+        setup_test_table(self.table_name, self.sqlalchemy_url)
+        yield
+        teardown_test_table(self.table_name, self.sqlalchemy_url)
diff --git a/tests/test_ssh_tunnel.py b/tests/test_ssh_tunnel.py
index c43514b..ca68cb3 100644
--- a/tests/test_ssh_tunnel.py
+++ b/tests/test_ssh_tunnel.py
@@ -5,7 +5,7 @@
 
 TABLE_NAME = "test_replication_key"
 SAMPLE_CONFIG = {
-    "sqlalchemy_url": "mysql+pymysql://root:password@10.5.0.5:3306/melty",
+    "sqlalchemy_url": "mysql+mysqldb://root:password@10.5.0.5:3306/melty",
     "ssh_tunnel": {
         "enable": True,
         "host": "127.0.0.1",
@@ -15,7 +15,8 @@
     },
 }
 
-def test_ssh_tunnel():
-    """We expect the SSH environment to already be up"""
+
+def test_ssh_tunnel() -> None:
+    """We expect the SSH environment to already be up."""
     tap = TapMySQL(config=SAMPLE_CONFIG)
-    tap.sync_all()
\ No newline at end of file
+    tap.sync_all()
diff --git a/tox.ini b/tox.ini
index 70b9e4a..6b97488 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,19 +1,48 @@
 # This file can be used to customize tox tests as well as other test frameworks like flake8 and mypy
 
 [tox]
-envlist = py37, py38, py39, py310, py311
+envlist = py39
+; envlist = py37, py38, py39
 isolated_build = true
 
 [testenv]
-allowlist_externals = poetry
+whitelist_externals = poetry
+
 commands =
     poetry install -v
     poetry run pytest
+    poetry run black --check tap_mysql
+    poetry run flake8  tap_mysql
 
 [testenv:pytest]
 # Run the python tests.
 # To execute, run `tox -e pytest`
-envlist = py37, py38, py39, py310, py311
+envlist = py37, py38, py39
 commands =
     poetry install -v
     poetry run pytest
+
+[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_mysql
+    poetry run isort tap_mysql
+
+[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_mysql/
+    poetry run isort --check tap_mysql
+    poetry run flake8 tap_mysql
+
+[flake8]
+ignore = W503
+max-line-length = 88
+max-complexity = 10
+
+[pydocstyle]
+ignore = D105,D203,D213