diff --git a/airbyte-cdk/python/poetry.lock b/airbyte-cdk/python/poetry.lock
index 1a4f314ad8f3..32c3ad74986e 100644
--- a/airbyte-cdk/python/poetry.lock
+++ b/airbyte-cdk/python/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.6.1 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 = "aiohappyeyeballs"
@@ -158,6 +158,17 @@ files = [
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
 
+[[package]]
+name = "ansicon"
+version = "1.89.0"
+description = "Python wrapper for loading Jason Hood's ANSICON"
+optional = false
+python-versions = "*"
+files = [
+    {file = "ansicon-1.89.0-py2.py3-none-any.whl", hash = "sha256:f1def52d17f65c2c9682cf8370c03f541f410c1752d6a14029f97318e4b9dfec"},
+    {file = "ansicon-1.89.0.tar.gz", hash = "sha256:e4d039def5768a47e4afec8e89e83ec3ae5a26bf00ad851f914d1240b444d2b1"},
+]
+
 [[package]]
 name = "async-timeout"
 version = "4.0.3"
@@ -261,6 +272,68 @@ charset-normalizer = ["charset-normalizer"]
 html5lib = ["html5lib"]
 lxml = ["lxml"]
 
+[[package]]
+name = "black"
+version = "24.8.0"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "black-24.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:09cdeb74d494ec023ded657f7092ba518e8cf78fa8386155e4a03fdcc44679e6"},
+    {file = "black-24.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:81c6742da39f33b08e791da38410f32e27d632260e599df7245cccee2064afeb"},
+    {file = "black-24.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:707a1ca89221bc8a1a64fb5e15ef39cd755633daa672a9db7498d1c19de66a42"},
+    {file = "black-24.8.0-cp310-cp310-win_amd64.whl", hash = "sha256:d6417535d99c37cee4091a2f24eb2b6d5ec42b144d50f1f2e436d9fe1916fe1a"},
+    {file = "black-24.8.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:fb6e2c0b86bbd43dee042e48059c9ad7830abd5c94b0bc518c0eeec57c3eddc1"},
+    {file = "black-24.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:837fd281f1908d0076844bc2b801ad2d369c78c45cf800cad7b61686051041af"},
+    {file = "black-24.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:62e8730977f0b77998029da7971fa896ceefa2c4c4933fcd593fa599ecbf97a4"},
+    {file = "black-24.8.0-cp311-cp311-win_amd64.whl", hash = "sha256:72901b4913cbac8972ad911dc4098d5753704d1f3c56e44ae8dce99eecb0e3af"},
+    {file = "black-24.8.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:7c046c1d1eeb7aea9335da62472481d3bbf3fd986e093cffd35f4385c94ae368"},
+    {file = "black-24.8.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:649f6d84ccbae73ab767e206772cc2d7a393a001070a4c814a546afd0d423aed"},
+    {file = "black-24.8.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2b59b250fdba5f9a9cd9d0ece6e6d993d91ce877d121d161e4698af3eb9c1018"},
+    {file = "black-24.8.0-cp312-cp312-win_amd64.whl", hash = "sha256:6e55d30d44bed36593c3163b9bc63bf58b3b30e4611e4d88a0c3c239930ed5b2"},
+    {file = "black-24.8.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:505289f17ceda596658ae81b61ebbe2d9b25aa78067035184ed0a9d855d18afd"},
+    {file = "black-24.8.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b19c9ad992c7883ad84c9b22aaa73562a16b819c1d8db7a1a1a49fb7ec13c7d2"},
+    {file = "black-24.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1f13f7f386f86f8121d76599114bb8c17b69d962137fc70efe56137727c7047e"},
+    {file = "black-24.8.0-cp38-cp38-win_amd64.whl", hash = "sha256:f490dbd59680d809ca31efdae20e634f3fae27fba3ce0ba3208333b713bc3920"},
+    {file = "black-24.8.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:eab4dd44ce80dea27dc69db40dab62d4ca96112f87996bca68cd75639aeb2e4c"},
+    {file = "black-24.8.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3c4285573d4897a7610054af5a890bde7c65cb466040c5f0c8b732812d7f0e5e"},
+    {file = "black-24.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9e84e33b37be070ba135176c123ae52a51f82306def9f7d063ee302ecab2cf47"},
+    {file = "black-24.8.0-cp39-cp39-win_amd64.whl", hash = "sha256:73bbf84ed136e45d451a260c6b73ed674652f90a2b3211d6a35e78054563a9bb"},
+    {file = "black-24.8.0-py3-none-any.whl", hash = "sha256:972085c618ee94f402da1af548a4f218c754ea7e5dc70acb168bfaca4c2542ed"},
+    {file = "black-24.8.0.tar.gz", hash = "sha256:2500945420b6784c38b9ee885af039f5e7471ef284ab03fa35ecdde4688cd83f"},
+]
+
+[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 = ">=4.0.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
+[[package]]
+name = "blessed"
+version = "1.20.0"
+description = "Easy, practical library for making terminal apps, by providing an elegant, well-documented interface to Colors, Keyboard input, and screen Positioning capabilities."
+optional = false
+python-versions = ">=2.7"
+files = [
+    {file = "blessed-1.20.0-py2.py3-none-any.whl", hash = "sha256:0c542922586a265e699188e52d5f5ac5ec0dd517e5a1041d90d2bbf23f906058"},
+    {file = "blessed-1.20.0.tar.gz", hash = "sha256:2cdd67f8746e048f00df47a2880f4d6acbcdb399031b604e34ba8f71d5787680"},
+]
+
+[package.dependencies]
+jinxed = {version = ">=1.1.0", markers = "platform_system == \"Windows\""}
+six = ">=1.9.0"
+wcwidth = ">=0.1.4"
+
 [[package]]
 name = "bracex"
 version = "2.5"
@@ -512,7 +585,7 @@ files = [
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
     {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
@@ -522,6 +595,41 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "codeflash"
+version = "0.6.17"
+description = "Client for codeflash.ai - automatic code performance optimization, powered by AI"
+optional = false
+python-versions = "<4.0,>=3.9"
+files = [
+    {file = "codeflash-0.6.17-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:2d767d1bf035fbfd95d4f8d62a8800ceee833cfff919ea65e6ec406e618228b3"},
+    {file = "codeflash-0.6.17.tar.gz", hash = "sha256:96afca1263230c0dd0c6fc3a4601e2680fb25ffa43657310bde4cbaeb83b9000"},
+]
+
+[package.dependencies]
+black = ">=22.3.0"
+click = ">=8.1.0"
+dill = ">=0.3.8,<0.4.0"
+gitpython = ">=3.1.31"
+humanize = ">=4.0.0"
+inquirer = ">=3.0.0"
+isort = ">=5.11.0"
+jedi = ">=0.19.1"
+junitparser = ">=3.1.0"
+libcst = ">=1.0.1"
+parameterized = ">=0.9.0"
+posthog = ">=3.0.0"
+pydantic = ">=1.10.1"
+pytest = ">=7.0.0"
+pytest-timeout = ">=2.1.0"
+returns = ">=0.22"
+sentry-sdk = ">=1.40.6,<3.0.0"
+tiktoken = ">=0.3.2"
+timeout-decorator = ">=0.5.0"
+tomlkit = ">=0.11.7"
+unidiff = ">=0.7.4"
+unittest-xml-reporting = ">=3.2.0"
+
 [[package]]
 name = "cohere"
 version = "4.21"
@@ -803,6 +911,21 @@ wrapt = ">=1.10,<2"
 [package.extras]
 dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
+[[package]]
+name = "dill"
+version = "0.3.8"
+description = "serialize all of Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "dill-0.3.8-py3-none-any.whl", hash = "sha256:c36ca9ffb54365bdd2f8eb3eff7d2a21237f8452b57ace88b1ac615b7e815bd7"},
+    {file = "dill-0.3.8.tar.gz", hash = "sha256:3ebe3c479ad625c4553aca177444d89b486b1d84982eeacded644afc0cf797ca"},
+]
+
+[package.extras]
+graph = ["objgraph (>=1.7.2)"]
+profile = ["gprof2dot (>=2022.7.29)"]
+
 [[package]]
 name = "docutils"
 version = "0.17.1"
@@ -825,6 +948,21 @@ files = [
     {file = "dpath-2.2.0.tar.gz", hash = "sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e"},
 ]
 
+[[package]]
+name = "editor"
+version = "1.6.6"
+description = "🖋 Open the default text editor 🖋"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "editor-1.6.6-py3-none-any.whl", hash = "sha256:e818e6913f26c2a81eadef503a2741d7cca7f235d20e217274a009ecd5a74abf"},
+    {file = "editor-1.6.6.tar.gz", hash = "sha256:bb6989e872638cd119db9a4fce284cd8e13c553886a1c044c6b8d8a160c871f8"},
+]
+
+[package.dependencies]
+runs = "*"
+xmod = "*"
+
 [[package]]
 name = "emoji"
 version = "2.12.1"
@@ -1109,6 +1247,38 @@ files = [
     {file = "genson-1.2.2.tar.gz", hash = "sha256:8caf69aa10af7aee0e1a1351d1d06801f4696e005f06cedef438635384346a16"},
 ]
 
+[[package]]
+name = "gitdb"
+version = "4.0.11"
+description = "Git Object Database"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "gitdb-4.0.11-py3-none-any.whl", hash = "sha256:81a3407ddd2ee8df444cbacea00e2d038e40150acfa3001696fe0dcf1d3adfa4"},
+    {file = "gitdb-4.0.11.tar.gz", hash = "sha256:bf5421126136d6d0af55bc1e7c1af1c397a34f5b7bd79e776cd3e89785c2b04b"},
+]
+
+[package.dependencies]
+smmap = ">=3.0.1,<6"
+
+[[package]]
+name = "gitpython"
+version = "3.1.43"
+description = "GitPython is a Python library used to interact with Git repositories"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "GitPython-3.1.43-py3-none-any.whl", hash = "sha256:eec7ec56b92aad751f9912a73404bc02ba212a23adb2c7098ee668417051a1ff"},
+    {file = "GitPython-3.1.43.tar.gz", hash = "sha256:35f314a9f878467f5453cc1fee295c3e18e52f1b99f10f6cf5b1682e968a9e7c"},
+]
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+
+[package.extras]
+doc = ["sphinx (==4.3.2)", "sphinx-autodoc-typehints", "sphinx-rtd-theme", "sphinxcontrib-applehelp (>=1.0.2,<=1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.0,<=2.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)"]
+test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"]
+
 [[package]]
 name = "greenlet"
 version = "3.0.3"
@@ -1180,6 +1350,20 @@ files = [
 docs = ["Sphinx", "furo"]
 test = ["objgraph", "psutil"]
 
+[[package]]
+name = "humanize"
+version = "4.10.0"
+description = "Python humanize utilities"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "humanize-4.10.0-py3-none-any.whl", hash = "sha256:39e7ccb96923e732b5c2e27aeaa3b10a8dfeeba3eb965ba7b74a3eb0e30040a6"},
+    {file = "humanize-4.10.0.tar.gz", hash = "sha256:06b6eb0293e4b85e8d385397c5868926820db32b9b654b932f57fa41c23c9978"},
+]
+
+[package.extras]
+tests = ["freezegun", "pytest", "pytest-cov"]
+
 [[package]]
 name = "idna"
 version = "3.7"
@@ -1232,6 +1416,22 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "inquirer"
+version = "3.4.0"
+description = "Collection of common interactive command line user interfaces, based on Inquirer.js"
+optional = false
+python-versions = ">=3.8.1"
+files = [
+    {file = "inquirer-3.4.0-py3-none-any.whl", hash = "sha256:bb0ec93c833e4ce7b51b98b1644b0a4d2bb39755c39787f6a504e4fee7a11b60"},
+    {file = "inquirer-3.4.0.tar.gz", hash = "sha256:8edc99c076386ee2d2204e5e3653c2488244e82cb197b2d498b3c1b5ffb25d0b"},
+]
+
+[package.dependencies]
+blessed = ">=1.19.0"
+editor = ">=1.6.0"
+readchar = ">=4.2.0"
+
 [[package]]
 name = "isodate"
 version = "0.6.1"
@@ -1246,6 +1446,39 @@ files = [
 [package.dependencies]
 six = "*"
 
+[[package]]
+name = "isort"
+version = "5.13.2"
+description = "A Python utility / library to sort Python imports."
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"},
+    {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"},
+]
+
+[package.extras]
+colors = ["colorama (>=0.4.6)"]
+
+[[package]]
+name = "jedi"
+version = "0.19.1"
+description = "An autocompletion tool for Python that can be used for text editors."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
+    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
+]
+
+[package.dependencies]
+parso = ">=0.8.3,<0.9.0"
+
+[package.extras]
+docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+
 [[package]]
 name = "jinja2"
 version = "3.1.4"
@@ -1263,6 +1496,20 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jinxed"
+version = "1.3.0"
+description = "Jinxed Terminal Library"
+optional = false
+python-versions = "*"
+files = [
+    {file = "jinxed-1.3.0-py2.py3-none-any.whl", hash = "sha256:b993189f39dc2d7504d802152671535b06d380b26d78070559551cbf92df4fc5"},
+    {file = "jinxed-1.3.0.tar.gz", hash = "sha256:1593124b18a41b7a3da3b078471442e51dbad3d77b4d4f2b0c26ab6f7d660dbf"},
+]
+
+[package.dependencies]
+ansicon = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "joblib"
 version = "1.4.2"
@@ -1331,6 +1578,17 @@ six = ">=1.11.0"
 format = ["idna", "jsonpointer (>1.13)", "rfc3987", "strict-rfc3339", "webcolors"]
 format-nongpl = ["idna", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "webcolors"]
 
+[[package]]
+name = "junitparser"
+version = "3.1.2"
+description = "Manipulates JUnit/xUnit Result XML files"
+optional = false
+python-versions = "*"
+files = [
+    {file = "junitparser-3.1.2-py2.py3-none-any.whl", hash = "sha256:2a86664ae7abf0ece4ce928121c7dbdb0f95f2c781a3f09ee9e2ac0e91e77a60"},
+    {file = "junitparser-3.1.2.tar.gz", hash = "sha256:d37ca5b35569dd7ebfdee976f2396b7d95cc46aa3c5910a0a7771c80751a5524"},
+]
+
 [[package]]
 name = "kiwisolver"
 version = "1.4.5"
@@ -1583,6 +1841,46 @@ pydantic = [
 ]
 requests = ">=2,<3"
 
+[[package]]
+name = "libcst"
+version = "1.4.0"
+description = "A concrete syntax tree with AST-like properties for Python 3.0 through 3.12 programs."
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "libcst-1.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:279b54568ea1f25add50ea4ba3d76d4f5835500c82f24d54daae4c5095b986aa"},
+    {file = "libcst-1.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3401dae41fe24565387a65baee3887e31a44e3e58066b0250bc3f3ccf85b1b5a"},
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+    {file = "libcst-1.4.0.tar.gz", hash = "sha256:449e0b16604f054fa7f27c3ffe86ea7ef6c409836fe68fe4e752a1894175db00"},
+]
+
+[package.dependencies]
+pyyaml = ">=5.2"
+
+[package.extras]
+dev = ["Sphinx (>=5.1.1)", "black (==23.12.1)", "build (>=0.10.0)", "coverage (>=4.5.4)", "fixit (==2.1.0)", "flake8 (==7.0.0)", "hypothesis (>=4.36.0)", "hypothesmith (>=0.0.4)", "jinja2 (==3.1.4)", "jupyter (>=1.0.0)", "maturin (>=0.8.3,<1.6)", "nbsphinx (>=0.4.2)", "prompt-toolkit (>=2.0.9)", "pyre-check (==0.9.18)", "setuptools-rust (>=1.5.2)", "setuptools-scm (>=6.0.1)", "slotscheck (>=0.7.1)", "sphinx-rtd-theme (>=0.4.3)", "ufmt (==2.6.0)", "usort (==1.0.8.post1)"]
+
 [[package]]
 name = "linkify-it-py"
 version = "2.0.3"
@@ -1607,7 +1905,7 @@ test = ["coverage", "pytest", "pytest-cov"]
 name = "lxml"
 version = "5.3.0"
 description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
-optional = true
+optional = false
 python-versions = ">=3.6"
 files = [
     {file = "lxml-5.3.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:dd36439be765e2dde7660212b5275641edbc813e7b24668831a5c8ac91180656"},
@@ -2037,6 +2335,17 @@ docs = ["IPython", "bump2version", "furo", "sphinx", "sphinx-argparse", "towncri
 lint = ["black", "check-manifest", "flake8", "isort", "mypy"]
 test = ["Cython", "greenlet", "ipython", "pytest", "pytest-cov", "pytest-textual-snapshot", "setuptools", "textual (>=0.43,!=0.65.2,!=0.66)"]
 
+[[package]]
+name = "monotonic"
+version = "1.6"
+description = "An implementation of time.monotonic() for Python 2 & < 3.3"
+optional = false
+python-versions = "*"
+files = [
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+    {file = "monotonic-1.6.tar.gz", hash = "sha256:3a55207bcfed53ddd5c5bae174524062935efed17792e9de2ad0205ce9ad63f7"},
+]
+
 [[package]]
 name = "multidict"
 version = "6.0.5"
@@ -2473,6 +2782,35 @@ files = [
 numpy = ">=1.23.5"
 types-pytz = ">=2022.1.1"
 
+[[package]]
+name = "parameterized"
+version = "0.9.0"
+description = "Parameterized testing with any Python test framework"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "parameterized-0.9.0-py2.py3-none-any.whl", hash = "sha256:4e0758e3d41bea3bbd05ec14fc2c24736723f243b28d702081aef438c9372b1b"},
+    {file = "parameterized-0.9.0.tar.gz", hash = "sha256:7fc905272cefa4f364c1a3429cbbe9c0f98b793988efb5bf90aac80f08db09b1"},
+]
+
+[package.extras]
+dev = ["jinja2"]
+
+[[package]]
+name = "parso"
+version = "0.8.4"
+description = "A Python Parser"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"},
+    {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"},
+]
+
+[package.extras]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
+
 [[package]]
 name = "pastel"
 version = "0.2.1"
@@ -2484,6 +2822,17 @@ files = [
     {file = "pastel-0.2.1.tar.gz", hash = "sha256:e6581ac04e973cac858828c6202c1e1e81fee1dc7de7683f3e1ffe0bfd8a573d"},
 ]
 
+[[package]]
+name = "pathspec"
+version = "0.12.1"
+description = "Utility library for gitignore style pattern matching of file paths."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
+    {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
+]
+
 [[package]]
 name = "pdf2image"
 version = "1.16.3"
@@ -2713,6 +3062,29 @@ tomli = ">=1.2.2"
 [package.extras]
 poetry-plugin = ["poetry (>=1.0,<2.0)"]
 
+[[package]]
+name = "posthog"
+version = "3.5.0"
+description = "Integrate PostHog into any python application."
+optional = false
+python-versions = "*"
+files = [
+    {file = "posthog-3.5.0-py2.py3-none-any.whl", hash = "sha256:3c672be7ba6f95d555ea207d4486c171d06657eb34b3ce25eb043bfe7b6b5b76"},
+    {file = "posthog-3.5.0.tar.gz", hash = "sha256:8f7e3b2c6e8714d0c0c542a2109b83a7549f63b7113a133ab2763a89245ef2ef"},
+]
+
+[package.dependencies]
+backoff = ">=1.10.0"
+monotonic = ">=1.5"
+python-dateutil = ">2.1"
+requests = ">=2.7,<3.0"
+six = ">=1.5"
+
+[package.extras]
+dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
+sentry = ["django", "sentry-sdk"]
+test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
+
 [[package]]
 name = "pyarrow"
 version = "15.0.2"
@@ -3139,6 +3511,20 @@ pytest = ">=6.2.5"
 [package.extras]
 dev = ["pre-commit", "pytest-asyncio", "tox"]
 
+[[package]]
+name = "pytest-timeout"
+version = "2.3.1"
+description = "pytest plugin to abort hanging tests"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pytest-timeout-2.3.1.tar.gz", hash = "sha256:12397729125c6ecbdaca01035b9e5239d4db97352320af155b3f5de1ba5165d9"},
+    {file = "pytest_timeout-2.3.1-py3-none-any.whl", hash = "sha256:68188cb703edfc6a18fad98dc25a3c61e9f24d644b0b70f33af545219fc7813e"},
+]
+
+[package.dependencies]
+pytest = ">=7.0.0"
+
 [[package]]
 name = "python-calamine"
 version = "0.2.3"
@@ -3500,16 +3886,43 @@ files = [
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+    {file = "rapidfuzz-3.9.6-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2116fa1fbff21fa52cd46f3cfcb1e193ba1d65d81f8b6e123193451cd3d6c15e"},
+    {file = "rapidfuzz-3.9.6-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4dcb7d9afd740370a897c15da61d3d57a8d54738d7c764a99cedb5f746d6a003"},
+    {file = "rapidfuzz-3.9.6-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:1a5bd6401bb489e14cbb5981c378d53ede850b7cc84b2464cad606149cc4e17d"},
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+    {file = "rapidfuzz-3.9.6.tar.gz", hash = "sha256:5cf2a7d621e4515fee84722e93563bf77ff2cbe832a77a48b81f88f9e23b9e8d"},
 ]
 
 [package.extras]
 full = ["numpy"]
 
+[[package]]
+name = "readchar"
+version = "4.2.0"
+description = "Library to easily read single chars and key strokes"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "readchar-4.2.0-py3-none-any.whl", hash = "sha256:2a587a27c981e6d25a518730ad4c88c429c315439baa6fda55d7a8b3ac4cb62a"},
+    {file = "readchar-4.2.0.tar.gz", hash = "sha256:44807cbbe377b72079fea6cba8aa91c809982d7d727b2f0dbb2d1a8084914faa"},
+]
+
 [[package]]
 name = "regex"
 version = "2024.7.24"
 description = "Alternative regular expression module, to replace re."
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "regex-2024.7.24-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:228b0d3f567fafa0633aee87f08b9276c7062da9616931382993c03808bb68ce"},
@@ -3661,6 +4074,24 @@ requests = ">=2.22,<3"
 [package.extras]
 fixture = ["fixtures"]
 
+[[package]]
+name = "returns"
+version = "0.23.0"
+description = "Make your functions return something meaningful, typed, and safe!"
+optional = false
+python-versions = "<4.0,>=3.9"
+files = [
+    {file = "returns-0.23.0-py3-none-any.whl", hash = "sha256:278aa6168072b24574ad14be32f7123d1b835928473dd40bc506f47c8b25859a"},
+    {file = "returns-0.23.0.tar.gz", hash = "sha256:27594c28e5fc338e052d27ddf77fe1da82db4472f6d59901e7e9165be35a5256"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.0,<5.0"
+
+[package.extras]
+check-laws = ["hypothesis (>=6.98,<7.0)", "pytest (>=8.0,<9.0)"]
+compatible-mypy = ["mypy (>=1.10,<1.11)"]
+
 [[package]]
 name = "rich"
 version = "13.7.1"
@@ -3679,6 +4110,20 @@ pygments = ">=2.13.0,<3.0.0"
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
+[[package]]
+name = "runs"
+version = "1.2.2"
+description = "🏃 Run a block of text as a subprocess 🏃"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "runs-1.2.2-py3-none-any.whl", hash = "sha256:0980dcbc25aba1505f307ac4f0e9e92cbd0be2a15a1e983ee86c24c87b839dfd"},
+    {file = "runs-1.2.2.tar.gz", hash = "sha256:9dc1815e2895cfb3a48317b173b9f1eac9ba5549b36a847b5cc60c3bf82ecef1"},
+]
+
+[package.dependencies]
+xmod = "*"
+
 [[package]]
 name = "scikit-learn"
 version = "1.5.1"
@@ -3766,6 +4211,57 @@ dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodest
 doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.13.1)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
 test = ["Cython", "array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
+[[package]]
+name = "sentry-sdk"
+version = "2.13.0"
+description = "Python client for Sentry (https://sentry.io)"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "sentry_sdk-2.13.0-py2.py3-none-any.whl", hash = "sha256:6beede8fc2ab4043da7f69d95534e320944690680dd9a963178a49de71d726c6"},
+    {file = "sentry_sdk-2.13.0.tar.gz", hash = "sha256:8d4a576f7a98eb2fdb40e13106e41f330e5c79d72a68be1316e7852cf4995260"},
+]
+
+[package.dependencies]
+certifi = "*"
+urllib3 = ">=1.26.11"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.5)"]
+anthropic = ["anthropic (>=0.16)"]
+arq = ["arq (>=0.23)"]
+asyncpg = ["asyncpg (>=0.23)"]
+beam = ["apache-beam (>=2.12)"]
+bottle = ["bottle (>=0.12.13)"]
+celery = ["celery (>=3)"]
+celery-redbeat = ["celery-redbeat (>=2)"]
+chalice = ["chalice (>=1.16.0)"]
+clickhouse-driver = ["clickhouse-driver (>=0.2.0)"]
+django = ["django (>=1.8)"]
+falcon = ["falcon (>=1.4)"]
+fastapi = ["fastapi (>=0.79.0)"]
+flask = ["blinker (>=1.1)", "flask (>=0.11)", "markupsafe"]
+grpcio = ["grpcio (>=1.21.1)", "protobuf (>=3.8.0)"]
+httpx = ["httpx (>=0.16.0)"]
+huey = ["huey (>=2)"]
+huggingface-hub = ["huggingface-hub (>=0.22)"]
+langchain = ["langchain (>=0.0.210)"]
+litestar = ["litestar (>=2.0.0)"]
+loguru = ["loguru (>=0.5)"]
+openai = ["openai (>=1.0.0)", "tiktoken (>=0.3.0)"]
+opentelemetry = ["opentelemetry-distro (>=0.35b0)"]
+opentelemetry-experimental = ["opentelemetry-distro"]
+pure-eval = ["asttokens", "executing", "pure-eval"]
+pymongo = ["pymongo (>=3.1)"]
+pyspark = ["pyspark (>=2.4.4)"]
+quart = ["blinker (>=1.1)", "quart (>=0.16.1)"]
+rq = ["rq (>=0.6)"]
+sanic = ["sanic (>=0.8)"]
+sqlalchemy = ["sqlalchemy (>=1.2)"]
+starlette = ["starlette (>=0.19.1)"]
+starlite = ["starlite (>=1.48)"]
+tornado = ["tornado (>=6)"]
+
 [[package]]
 name = "setuptools"
 version = "72.1.0"
@@ -3793,6 +4289,17 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
+[[package]]
+name = "smmap"
+version = "5.0.1"
+description = "A pure Python implementation of a sliding window memory map manager"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "smmap-5.0.1-py3-none-any.whl", hash = "sha256:e6d8668fa5f93e706934a62d7b4db19c8d9eb8cf2adbb75ef1b675aa332b69da"},
+    {file = "smmap-5.0.1.tar.gz", hash = "sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62"},
+]
+
 [[package]]
 name = "snowballstemmer"
 version = "2.2.0"
@@ -4112,7 +4619,7 @@ files = [
 name = "tiktoken"
 version = "0.4.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
     {file = "tiktoken-0.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:176cad7f053d2cc82ce7e2a7c883ccc6971840a4b5276740d0b732a2b2011f8a"},
@@ -4153,6 +4660,16 @@ requests = ">=2.26.0"
 [package.extras]
 blobfile = ["blobfile (>=2)"]
 
+[[package]]
+name = "timeout-decorator"
+version = "0.5.0"
+description = "Timeout decorator"
+optional = false
+python-versions = "*"
+files = [
+    {file = "timeout-decorator-0.5.0.tar.gz", hash = "sha256:6a2f2f58db1c5b24a2cc79de6345760377ad8bdc13813f5265f6c3e63d16b3d7"},
+]
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -4164,6 +4681,17 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
+[[package]]
+name = "tomlkit"
+version = "0.13.2"
+description = "Style preserving TOML library"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"},
+    {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
+]
+
 [[package]]
 name = "tqdm"
 version = "4.66.5"
@@ -4246,6 +4774,31 @@ files = [
 [package.extras]
 test = ["coverage", "pytest", "pytest-cov"]
 
+[[package]]
+name = "unidiff"
+version = "0.7.5"
+description = "Unified diff parsing/metadata extraction library."
+optional = false
+python-versions = "*"
+files = [
+    {file = "unidiff-0.7.5-py2.py3-none-any.whl", hash = "sha256:c93bf2265cc1ba2a520e415ab05da587370bc2a3ae9e0414329f54f0c2fc09e8"},
+    {file = "unidiff-0.7.5.tar.gz", hash = "sha256:2e5f0162052248946b9f0970a40e9e124236bf86c82b70821143a6fc1dea2574"},
+]
+
+[[package]]
+name = "unittest-xml-reporting"
+version = "3.2.0"
+description = "unittest-based test runner with Ant/JUnit like XML reporting."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "unittest-xml-reporting-3.2.0.tar.gz", hash = "sha256:edd8d3170b40c3a81b8cf910f46c6a304ae2847ec01036d02e9c0f9b85762d28"},
+    {file = "unittest_xml_reporting-3.2.0-py2.py3-none-any.whl", hash = "sha256:f3d7402e5b3ac72a5ee3149278339db1a8f932ee405f48bcb9c681372f2717d5"},
+]
+
+[package.dependencies]
+lxml = "*"
+
 [[package]]
 name = "unstructured"
 version = "0.10.27"
@@ -4386,6 +4939,17 @@ files = [
 [package.dependencies]
 bracex = ">=2.1.1"
 
+[[package]]
+name = "wcwidth"
+version = "0.2.13"
+description = "Measures the displayed width of unicode strings in a terminal"
+optional = false
+python-versions = "*"
+files = [
+    {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
+    {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
+]
+
 [[package]]
 name = "werkzeug"
 version = "3.0.3"
@@ -4493,6 +5057,17 @@ files = [
     {file = "XlsxWriter-3.2.0.tar.gz", hash = "sha256:9977d0c661a72866a61f9f7a809e25ebbb0fb7036baa3b9fe74afcfca6b3cb8c"},
 ]
 
+[[package]]
+name = "xmod"
+version = "1.8.1"
+description = "🌱 Turn any object into a module 🌱"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "xmod-1.8.1-py3-none-any.whl", hash = "sha256:a24e9458a4853489042522bdca9e50ee2eac5ab75c809a91150a8a7f40670d48"},
+    {file = "xmod-1.8.1.tar.gz", hash = "sha256:38c76486b9d672c546d57d8035df0beb7f4a9b088bc3fb2de5431ae821444377"},
+]
+
 [[package]]
 name = "yarl"
 version = "1.9.4"
@@ -4619,4 +5194,4 @@ vector-db-based = ["cohere", "langchain", "openai", "tiktoken"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "92962774ef30e9f4cc5a99a673cc0ee13c444499f3b84e99f2a17554a4138ce9"
+content-hash = "6f9a7bebd33d4a8167ee2b73b16458905651b44781cea07c9ff249c4ffaef7b2"
diff --git a/airbyte-cdk/python/pyproject.toml b/airbyte-cdk/python/pyproject.toml
index 69630514498f..d0bb5280331f 100644
--- a/airbyte-cdk/python/pyproject.toml
+++ b/airbyte-cdk/python/pyproject.toml
@@ -78,6 +78,7 @@ pytest-cov = "*"
 pytest-httpserver = "*"
 pytest-mock = "*"
 requests-mock = "*"
+codeflash = "*"
 
 [tool.poetry.extras]
 file-based = ["avro", "fastavro", "pyarrow", "unstructured", "pdf2image", "pdfminer.six", "unstructured.pytesseract", "pytesseract", "markdown", "python-calamine", "pandas"]
@@ -114,3 +115,10 @@ optional_poetry_groups = ["dev"]
 poetry_extras = ["file-based", "sphinx-docs", "vector-db-based"]
 poe_tasks = ["check-ci"]
 mount_docker_socket = true
+
+[tool.codeflash]
+# All paths are relative to this pyproject.toml's directory.
+module-root = "airbyte_cdk"
+tests-root = "unit_tests"
+test-framework = "pytest"
+ignore-paths = []