diff --git a/examples/pyspark/delta-lake/poetry.lock b/examples/pyspark/delta-lake/poetry.lock
index 89f22a8..e8a1c0d 100644
--- a/examples/pyspark/delta-lake/poetry.lock
+++ b/examples/pyspark/delta-lake/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
 [[package]]
 name = "boto3"
@@ -6,6 +6,7 @@ version = "1.26.100"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">= 3.7"
+groups = ["main", "dev"]
 files = [
     {file = "boto3-1.26.100-py3-none-any.whl", hash = "sha256:b5be5bcffe17d70a72622f8ecbb428df7b11ef8d1facdfa984e94c6fc9fa301b"},
     {file = "boto3-1.26.100.tar.gz", hash = "sha256:567f03ac638c3a6f4af00d88d081df7d6b8de4d127a26543c4ec1e7509e1a626"},
@@ -25,6 +26,7 @@ version = "1.29.100"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">= 3.7"
+groups = ["main", "dev"]
 files = [
     {file = "botocore-1.29.100-py3-none-any.whl", hash = "sha256:d5c4c5bbbbf0ec62a4235ccac1b9bbb579558f7bb3231d7fb6054e1f64d3a623"},
     {file = "botocore-1.29.100.tar.gz", hash = "sha256:ff6585df3dcef2057be5e54b45d254608d3769d726ea4ccd4e17f77825e5b13d"},
@@ -44,6 +46,7 @@ version = "7.1.2"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main", "dev"]
 files = [
     {file = "click-7.1.2-py2.py3-none-any.whl", hash = "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"},
     {file = "click-7.1.2.tar.gz", hash = "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a"},
@@ -55,6 +58,7 @@ version = "2.1.0"
 description = "Python APIs for using Delta Lake with Apache Spark"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "delta-spark-2.1.0.tar.gz", hash = "sha256:7f6d55d2344a39ad3ab3a0c08fb947a24a1a80d8bfa70318e66717d49ba8e8ce"},
     {file = "delta_spark-2.1.0-py3-none-any.whl", hash = "sha256:f3586cfddc871ffc7f12923ff4a4d601fc5efbf7b550e60388b22ede7f492fa1"},
@@ -70,6 +74,7 @@ version = "0.0.16"
 description = "A command-line interface for packaging, deploying, and running your EMR Serverless Spark jobs."
 optional = false
 python-versions = ">=3.7,<4.0"
+groups = ["main", "dev"]
 files = [
     {file = "emr_cli-0.0.16-py3-none-any.whl", hash = "sha256:138b4e3dcd23c385db01299c082a2513120c18f2a8f71b1bb5153fb075af94c2"},
     {file = "emr_cli-0.0.16.tar.gz", hash = "sha256:08fe66fb0fe7858fd2d361a690a6a08342dbd5b2dc817dcc09ddb5bf43ee30c8"},
@@ -88,10 +93,12 @@ version = "6.7.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "importlib_metadata-6.7.0-py3-none-any.whl", hash = "sha256:cb52082e659e97afc5dac71e79de97d8681de3aa07ff18578330904a9d18e5b5"},
     {file = "importlib_metadata-6.7.0.tar.gz", hash = "sha256:1aaf550d4f73e5d6783e7acb77aec43d49da8017410afae93822cc9cca98c4d4"},
 ]
+markers = {dev = "python_version == \"3.7\""}
 
 [package.dependencies]
 typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
@@ -100,7 +107,7 @@ zipp = ">=0.5"
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "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 (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7) ; platform_python_implementation != \"PyPy\"", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\"", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
 [[package]]
 name = "jmespath"
@@ -108,6 +115,7 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
@@ -119,6 +127,7 @@ version = "2.2.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "markdown-it-py-2.2.0.tar.gz", hash = "sha256:7c9a5e412688bc771c67432cbfebcdd686c93ce6484913dccf06cb5a0bea35a1"},
     {file = "markdown_it_py-2.2.0-py3-none-any.whl", hash = "sha256:5a35f8d1870171d9acc47b99612dc146129b631baf04970128b568f190d0cc30"},
@@ -144,6 +153,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -155,6 +165,7 @@ version = "0.10.9.5"
 description = "Enables Python programs to dynamically access arbitrary Java objects"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "py4j-0.10.9.5-py2.py3-none-any.whl", hash = "sha256:52d171a6a2b031d8a5d1de6efe451cf4f5baff1a2819aabc3741c8406539ba04"},
     {file = "py4j-0.10.9.5.tar.gz", hash = "sha256:276a4a3c5a2154df1860ef3303a927460e02e97b047dc0a47c1c3fb8cce34db6"},
@@ -166,23 +177,25 @@ version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "pygments-2.17.2-py3-none-any.whl", hash = "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c"},
     {file = "pygments-2.17.2.tar.gz", hash = "sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367"},
 ]
 
 [package.extras]
-plugins = ["importlib-metadata"]
+plugins = ["importlib-metadata ; python_version < \"3.8\""]
 windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyspark"
-version = "3.3.0"
+version = "3.3.2"
 description = "Apache Spark Python API"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
-    {file = "pyspark-3.3.0.tar.gz", hash = "sha256:7ebe8e9505647b4d124d5a82fca60dfd3891021cf8ad6c5ec88777eeece92cf7"},
+    {file = "pyspark-3.3.2.tar.gz", hash = "sha256:0dfd5db4300c1f6cc9c16d8dbdfb82d881b4b172984da71344ede1a9d4893da8"},
 ]
 
 [package.dependencies]
@@ -200,6 +213,7 @@ version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
     {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
@@ -214,6 +228,7 @@ version = "5.3.1"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
 files = [
     {file = "PyYAML-5.3.1-cp27-cp27m-win32.whl", hash = "sha256:74809a57b329d6cc0fdccee6318f44b9b8649961fa73144a98735b0aaf029f1f"},
     {file = "PyYAML-5.3.1-cp27-cp27m-win_amd64.whl", hash = "sha256:240097ff019d7c70a4922b6869d8a86407758333f02203e0fc6ff79c5dcede76"},
@@ -236,6 +251,7 @@ version = "13.7.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.7.0"
+groups = ["main", "dev"]
 files = [
     {file = "rich-13.7.0-py3-none-any.whl", hash = "sha256:6da14c108c4866ee9520bbffa71f6fe3962e193b7da68720583850cd4548e235"},
     {file = "rich-13.7.0.tar.gz", hash = "sha256:5cb5123b5cf9ee70584244246816e9114227e0b98ad9176eede6ad54bf5403fa"},
@@ -255,6 +271,7 @@ version = "0.6.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">= 3.7"
+groups = ["main", "dev"]
 files = [
     {file = "s3transfer-0.6.0-py3-none-any.whl", hash = "sha256:06176b74f3a15f61f1b4f25a1fc29a4429040b7647133a463da8fa5bd28d5ecd"},
     {file = "s3transfer-0.6.0.tar.gz", hash = "sha256:2ed07d3866f523cc561bf4a00fc5535827981b117dd7876f036b0c1aca42c947"},
@@ -272,6 +289,7 @@ version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+groups = ["main", "dev"]
 files = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
@@ -283,6 +301,8 @@ version = "4.5.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version < \"3.9\""
 files = [
     {file = "typing_extensions-4.5.0-py3-none-any.whl", hash = "sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4"},
     {file = "typing_extensions-4.5.0.tar.gz", hash = "sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb"},
@@ -294,14 +314,15 @@ 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.*"
+groups = ["main", "dev"]
 files = [
     {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)", "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"]
+brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
@@ -310,16 +331,18 @@ version = "3.15.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
     {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
 ]
+markers = {dev = "python_version == \"3.7\""}
 
 [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)"]
+testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7) ; platform_python_implementation != \"PyPy\"", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8 ; python_version < \"3.12\"", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\""]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = "^3.7"
-content-hash = "b7354d622e7ae8fedf6d480ef2609681745e15a340542ad6ab173b4932d5ba1e"
+content-hash = "e5c8da79e96069920accc5886d2e5627699fd9ea3616f04fafa2f4e27849920a"
diff --git a/examples/pyspark/delta-lake/pyproject.toml b/examples/pyspark/delta-lake/pyproject.toml
index 441a60c..e2dbb02 100644
--- a/examples/pyspark/delta-lake/pyproject.toml
+++ b/examples/pyspark/delta-lake/pyproject.toml
@@ -12,7 +12,7 @@ delta-spark = "2.1.0"
 emr-cli = ">=0.0.16,<0.1.0"
 
 [tool.poetry.group.dev.dependencies]
-pyspark = "3.3.0"
+pyspark = "3.3.2"
 emr-cli = ">=0.0.16,<0.1.0"
 
 [build-system]