diff --git a/docsource/usage/clickhouse/settings.md b/docsource/usage/clickhouse/settings.md
index 8e9d6fb..e6a08f0 100644
--- a/docsource/usage/clickhouse/settings.md
+++ b/docsource/usage/clickhouse/settings.md
@@ -10,4 +10,7 @@ In order to use SQL Mock with Clickhouse, you need to provide the following envi
 * `SQL_MOCK_CLICKHOUSE_PASSWORD`: Password of your user
 * `SQL_MOCK_CLICKHOUSE_PORT`: Port of your Clickhouse instance
 
+Additionally, there are optional environment variables:
+* `SQL_MOCK_CLICKHOUSE_USE_SECURE_CONNECTION`: Whether to use a secure connection or not (default False)
+
 Having those environment variables enables SQL Mock to connect to your Clickhouse instance.
diff --git a/poetry.lock b/poetry.lock
index e1ad615..fcbbe02 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,14 +1,14 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
-version = "0.7.13"
-description = "A configurable sidebar-enabled Sphinx theme"
+version = "0.7.16"
+description = "A light, configurable Sphinx theme"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 files = [
-    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
-    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+    {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
+    {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
 ]
 
 [[package]]
@@ -49,19 +49,22 @@ dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.12.2"
+version = "4.12.3"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.6.0"
 files = [
-    {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"},
-    {file = "beautifulsoup4-4.12.2.tar.gz", hash = "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da"},
+    {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
+    {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
 ]
 
 [package.dependencies]
 soupsieve = ">1.2"
 
 [package.extras]
+cchardet = ["cchardet"]
+chardet = ["chardet"]
+charset-normalizer = ["charset-normalizer"]
 html5lib = ["html5lib"]
 lxml = ["lxml"]
 
@@ -132,13 +135,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.14"
+version = "1.34.26"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">= 3.8"
 files = [
-    {file = "botocore-1.34.14-py3-none-any.whl", hash = "sha256:3b592f50f0406e236782a3a0a9ad1c3976060fdb2e04a23d18c3df5b7dfad3e0"},
-    {file = "botocore-1.34.14.tar.gz", hash = "sha256:041bed0852649cab7e4dcd4d87f9d1cc084467fb846e5b60015e014761d96414"},
+    {file = "botocore-1.34.26-py3-none-any.whl", hash = "sha256:4f3df0f6ed722e944d6f0eed964bc00b6489e50c6e8d5fdbbb68eb0c6c16c7c9"},
+    {file = "botocore-1.34.26.tar.gz", hash = "sha256:63543102467b3b5ba73903f11a14c3157ee442a360f3cb2f5316a8d6bc3e10e7"},
 ]
 
 [package.dependencies]
@@ -363,123 +366,93 @@ files = [
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
-name = "clickhouse-driver"
-version = "0.2.6"
-description = "Python driver with native interface for ClickHouse"
+name = "clickhouse-connect"
+version = "0.7.0"
+description = "ClickHouse Database Core Driver for Python, Pandas, and Superset"
 optional = true
-python-versions = ">=3.7, <4"
-files = [
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-pandas = {version = ">=0.24.0", optional = true, markers = "extra == \"numpy\""}
+certifi = "*"
+lz4 = "*"
 pytz = "*"
-tzlocal = "*"
+urllib3 = ">=1.26"
+zstandard = "*"
 
 [package.extras]
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-numpy = ["numpy (>=1.12.0)", "pandas (>=0.24.0)"]
-zstd = ["clickhouse-cityhash (>=1.0.2.1)", "zstd"]
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+numpy = ["numpy"]
+orjson = ["orjson"]
+pandas = ["pandas"]
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 [[package]]
 name = "colorama"
@@ -629,13 +602,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
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 name = "google-auth"
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 [package.dependencies]
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 source = ["Cython (>=3.0.7)"]
 
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+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
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@@ -2120,56 +2055,50 @@ sphinx = ">=1.2"
 
 [[package]]
 name = "sphinxcontrib-applehelp"
-version = "1.0.7"
+version = "1.0.8"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_applehelp-1.0.7-py3-none-any.whl", hash = "sha256:094c4d56209d1734e7d252f6e0b3ccc090bd52ee56807a5d9315b19c122ab15d"},
-    {file = "sphinxcontrib_applehelp-1.0.7.tar.gz", hash = "sha256:39fdc8d762d33b01a7d8f026a3b7d71563ea3b72787d5f00ad8465bd9d6dfbfa"},
+    {file = "sphinxcontrib_applehelp-1.0.8-py3-none-any.whl", hash = "sha256:cb61eb0ec1b61f349e5cc36b2028e9e7ca765be05e49641c97241274753067b4"},
+    {file = "sphinxcontrib_applehelp-1.0.8.tar.gz", hash = "sha256:c40a4f96f3776c4393d933412053962fac2b84f4c99a7982ba42e09576a70619"},
 ]
 
-[package.dependencies]
-Sphinx = ">=5"
-
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-devhelp"
-version = "1.0.5"
+version = "1.0.6"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_devhelp-1.0.5-py3-none-any.whl", hash = "sha256:fe8009aed765188f08fcaadbb3ea0d90ce8ae2d76710b7e29ea7d047177dae2f"},
-    {file = "sphinxcontrib_devhelp-1.0.5.tar.gz", hash = "sha256:63b41e0d38207ca40ebbeabcf4d8e51f76c03e78cd61abe118cf4435c73d4212"},
+    {file = "sphinxcontrib_devhelp-1.0.6-py3-none-any.whl", hash = "sha256:6485d09629944511c893fa11355bda18b742b83a2b181f9a009f7e500595c90f"},
+    {file = "sphinxcontrib_devhelp-1.0.6.tar.gz", hash = "sha256:9893fd3f90506bc4b97bdb977ceb8fbd823989f4316b28c3841ec128544372d3"},
 ]
 
-[package.dependencies]
-Sphinx = ">=5"
-
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "2.0.4"
+version = "2.0.5"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_htmlhelp-2.0.4-py3-none-any.whl", hash = "sha256:8001661c077a73c29beaf4a79968d0726103c5605e27db92b9ebed8bab1359e9"},
-    {file = "sphinxcontrib_htmlhelp-2.0.4.tar.gz", hash = "sha256:6c26a118a05b76000738429b724a0568dbde5b72391a688577da08f11891092a"},
+    {file = "sphinxcontrib_htmlhelp-2.0.5-py3-none-any.whl", hash = "sha256:393f04f112b4d2f53d93448d4bce35842f62b307ccdc549ec1585e950bc35e04"},
+    {file = "sphinxcontrib_htmlhelp-2.0.5.tar.gz", hash = "sha256:0dc87637d5de53dd5eec3a6a01753b1ccf99494bd756aafecd74b4fa9e729015"},
 ]
 
-[package.dependencies]
-Sphinx = ">=5"
-
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["html5lib", "pytest"]
 
 [[package]]
@@ -2202,49 +2131,45 @@ test = ["flake8", "mypy", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
-version = "1.0.6"
+version = "1.0.7"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_qthelp-1.0.6-py3-none-any.whl", hash = "sha256:bf76886ee7470b934e363da7a954ea2825650013d367728588732c7350f49ea4"},
-    {file = "sphinxcontrib_qthelp-1.0.6.tar.gz", hash = "sha256:62b9d1a186ab7f5ee3356d906f648cacb7a6bdb94d201ee7adf26db55092982d"},
+    {file = "sphinxcontrib_qthelp-1.0.7-py3-none-any.whl", hash = "sha256:e2ae3b5c492d58fcbd73281fbd27e34b8393ec34a073c792642cd8e529288182"},
+    {file = "sphinxcontrib_qthelp-1.0.7.tar.gz", hash = "sha256:053dedc38823a80a7209a80860b16b722e9e0209e32fea98c90e4e6624588ed6"},
 ]
 
-[package.dependencies]
-Sphinx = ">=5"
-
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
-version = "1.1.9"
+version = "1.1.10"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_serializinghtml-1.1.9-py3-none-any.whl", hash = "sha256:9b36e503703ff04f20e9675771df105e58aa029cfcbc23b8ed716019b7416ae1"},
-    {file = "sphinxcontrib_serializinghtml-1.1.9.tar.gz", hash = "sha256:0c64ff898339e1fac29abd2bf5f11078f3ec413cfe9c046d3120d7ca65530b54"},
+    {file = "sphinxcontrib_serializinghtml-1.1.10-py3-none-any.whl", hash = "sha256:326369b8df80a7d2d8d7f99aa5ac577f51ea51556ed974e7716cfd4fca3f6cb7"},
+    {file = "sphinxcontrib_serializinghtml-1.1.10.tar.gz", hash = "sha256:93f3f5dc458b91b192fe10c397e324f262cf163d79f3282c158e8436a2c4511f"},
 ]
 
-[package.dependencies]
-Sphinx = ">=5"
-
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sqlglot"
-version = "20.7.1"
+version = "20.9.0"
 description = "An easily customizable SQL parser and transpiler"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "sqlglot-20.7.1-py3-none-any.whl", hash = "sha256:e7a792578fc68ead866ab724fdd4ae39f3e6b0e1cdc2664eeb8527f9a013fcdb"},
-    {file = "sqlglot-20.7.1.tar.gz", hash = "sha256:657e37bba1ef0209bd558f545f38e29456b312a3a1d5211698ffb9ac6699c21f"},
+    {file = "sqlglot-20.9.0-py3-none-any.whl", hash = "sha256:6065487f838e5ac097ab68e510254696502024719be5e344cad6cae726620980"},
+    {file = "sqlglot-20.9.0.tar.gz", hash = "sha256:0b62ea136dcd5835d1a003e598d834ace36dfc1104d5cbabf5a1429993105de4"},
 ]
 
 [package.extras]
@@ -2284,34 +2209,6 @@ files = [
     {file = "typing_extensions-4.9.0.tar.gz", hash = "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783"},
 ]
 
-[[package]]
-name = "tzdata"
-version = "2023.4"
-description = "Provider of IANA time zone data"
-optional = true
-python-versions = ">=2"
-files = [
-    {file = "tzdata-2023.4-py2.py3-none-any.whl", hash = "sha256:aa3ace4329eeacda5b7beb7ea08ece826c28d761cda36e747cfbf97996d39bf3"},
-    {file = "tzdata-2023.4.tar.gz", hash = "sha256:dd54c94f294765522c77399649b4fefd95522479a664a0cec87f41bebc6148c9"},
-]
-
-[[package]]
-name = "tzlocal"
-version = "5.2"
-description = "tzinfo object for the local timezone"
-optional = true
-python-versions = ">=3.8"
-files = [
-    {file = "tzlocal-5.2-py3-none-any.whl", hash = "sha256:49816ef2fe65ea8ac19d19aa7a1ae0551c834303d5014c6d5a62e4cbda8047b8"},
-    {file = "tzlocal-5.2.tar.gz", hash = "sha256:8d399205578f1a9342816409cc1e46a93ebd5755e39ea2d85334bea911bf0e6e"},
-]
-
-[package.dependencies]
-tzdata = {version = "*", markers = "platform_system == \"Windows\""}
-
-[package.extras]
-devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]
-
 [[package]]
 name = "urllib3"
 version = "1.26.18"
@@ -2363,13 +2260,74 @@ files = [
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
+[[package]]
+name = "zstandard"
+version = "0.22.0"
+description = "Zstandard bindings for Python"
+optional = true
+python-versions = ">=3.8"
+files = [
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+    {file = "zstandard-0.22.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2ac9957bc6d2403c4772c890916bf181b2653640da98f32e04b96e4d6fb3252a"},
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+    {file = "zstandard-0.22.0-cp310-cp310-win32.whl", hash = "sha256:d8593f8464fb64d58e8cb0b905b272d40184eac9a18d83cf8c10749c3eafcd7e"},
+    {file = "zstandard-0.22.0-cp310-cp310-win_amd64.whl", hash = "sha256:f1a4b358947a65b94e2501ce3e078bbc929b039ede4679ddb0460829b12f7375"},
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+    {file = "zstandard-0.22.0-cp39-cp39-win_amd64.whl", hash = "sha256:e9e9d4e2e336c529d4c435baad846a181e39a982f823f7e4495ec0b0ec8538d2"},
+    {file = "zstandard-0.22.0.tar.gz", hash = "sha256:8226a33c542bcb54cd6bd0a366067b610b41713b64c9abec1bc4533d69f51e70"},
+]
+
+[package.dependencies]
+cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""}
+
+[package.extras]
+cffi = ["cffi (>=1.11)"]
+
 [extras]
 bigquery = ["google-cloud-bigquery"]
-clickhouse = ["clickhouse-driver"]
+clickhouse = ["clickhouse-connect", "numpy"]
 redshift = ["boto3", "redshift-connector"]
 snowflake = ["snowflake-connector-python"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "fd148fa065ad96cae78f4e3253e16a0884c084379fdadfd91f6a6c014ee5e3a2"
+content-hash = "3265f3748db0a7a4d3c5c6115832427f5578b091fe90dce604e66929766357d6"
diff --git a/pyproject.toml b/pyproject.toml
index cfd9ea8..e881fa6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,8 @@ pydantic-settings = "^2.0.3"
 sqlglot = "^20.5.0"
 
 # Clickhouse specific
-clickhouse-driver = {extras = ["numpy"], version = "^0.2.6", optional = true}
+clickhouse-connect = {version = "^0.7.0", optional = true}
+numpy = {version = "^1.26.3", optional = true}
 
 # Google Bigquery specific
 google-cloud-bigquery = {version ="^3.11.4", optional = true}
@@ -57,7 +58,7 @@ snowflake-connector-python = "^3.6.0"
 
 [tool.poetry.extras]
 bigquery = ["google-cloud-bigquery"]
-clickhouse = ["clickhouse-driver"]
+clickhouse = ["clickhouse-connect", "numpy"]
 redshift = ["redshift-connector", "boto3"]
 snowflake = ["snowflake-connector-python"]
 
diff --git a/src/sql_mock/clickhouse/settings.py b/src/sql_mock/clickhouse/settings.py
index b54aa8b..c8f1c87 100644
--- a/src/sql_mock/clickhouse/settings.py
+++ b/src/sql_mock/clickhouse/settings.py
@@ -7,3 +7,4 @@ class ClickHouseSettings(BaseSettings):
     user: str
     password: str
     port: str
+    use_secure_connection: bool = False
diff --git a/src/sql_mock/clickhouse/table_mocks.py b/src/sql_mock/clickhouse/table_mocks.py
index 22423c7..29888a5 100644
--- a/src/sql_mock/clickhouse/table_mocks.py
+++ b/src/sql_mock/clickhouse/table_mocks.py
@@ -1,4 +1,4 @@
-from clickhouse_driver import Client
+import clickhouse_connect
 
 from sql_mock.clickhouse.settings import ClickHouseSettings
 from sql_mock.table_mocks import BaseMockTable
@@ -16,8 +16,12 @@ def __init__(
         super().__init__(*args, **kwargs)
 
     def _get_results(self, query: str) -> list[dict]:
-        with Client(
-            host=self.settings.host, user=self.settings.user, password=self.settings.password, port=self.settings.port
+        with clickhouse_connect.get_client(
+            host=self.settings.host,
+            secure=self.settings.use_secure_connection,
+            username=self.settings.user,
+            password=self.settings.password,
+            port=self.settings.port,
         ) as client:
-            res = client.query_dataframe(query)
+            res = client.query_df(query)
         return res.to_dict("records")
diff --git a/src/sql_mock/table_mocks.py b/src/sql_mock/table_mocks.py
index 3f715e5..dcdcc00 100644
--- a/src/sql_mock/table_mocks.py
+++ b/src/sql_mock/table_mocks.py
@@ -168,7 +168,9 @@ def _generate_query(
         input_data_ctes = self._generate_input_data_cte_snippet()
 
         # Parse the query with sqlglot to to standardize it (e.g. removes semi-colons)
-        result_query = sqlglot.parse_one(self._sql_mock_data.rendered_query, dialect=self._sql_dialect).sql()
+        result_query = sqlglot.parse_one(self._sql_mock_data.rendered_query, dialect=self._sql_dialect).sql(
+            dialect=self._sql_dialect
+        )
 
         if cte_to_select is not None:
             result_query = select_from_cte(result_query, cte_to_select, sql_dialect=self._sql_dialect)
diff --git a/tests/sql_mock/clickhouse/test_table_mocks.py b/tests/sql_mock/clickhouse/test_table_mocks.py
index c1fefee..d4623b5 100644
--- a/tests/sql_mock/clickhouse/test_table_mocks.py
+++ b/tests/sql_mock/clickhouse/test_table_mocks.py
@@ -55,16 +55,16 @@ def test_get_results(mocker):
     """
     Test the _get_results method.
     """
-    mock_client = mocker.patch("sql_mock.clickhouse.table_mocks.Client")
+    mock_client = mocker.patch("sql_mock.clickhouse.table_mocks.clickhouse_connect.get_client")
     mock_query_result = [{"column1": "value1", "column2": 42}]
     query = "SELECT 1, 2"
 
     mock_dataframe = mocker.MagicMock()
     mock_dataframe.to_dict.return_value = mock_query_result
-    mock_client.return_value.__enter__.return_value.query_dataframe.return_value = mock_dataframe
+    mock_client.return_value.__enter__.return_value.query_df.return_value = mock_dataframe
 
     instance = ClickHouseTableMock()
     result = instance._get_results(query=query)
 
     assert result == mock_query_result
-    mock_client.return_value.__enter__.return_value.query_dataframe.assert_called_once_with(query)
+    mock_client.return_value.__enter__.return_value.query_df.assert_called_once_with(query)