diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index b5ed79c..9b7df71 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -12,7 +12,7 @@ jobs:
       GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
     strategy:
       matrix:
-        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
+        python-version: ["3.9", "3.10", "3.11"]
     steps:
     - uses: actions/checkout@v3
     - name: Set up Python ${{ matrix.python-version }}
@@ -25,6 +25,11 @@ jobs:
     - name: Install dependencies
       run: |
         poetry install
+    - name: Start Cassandra Cluster
+      run: |
+        docker-compose up -d
+    - name: Wait Cassandra Cluster
+      run: sleep 60s
     - name: Test with pytest
       run: |
         poetry run pytest
diff --git a/README.md b/README.md
index f5673b2..3528965 100644
--- a/README.md
+++ b/README.md
@@ -52,6 +52,7 @@ pipx install git+https://github.com/datarts-tech/tap-cassandra.git@main
 | max_attempts        | False    |       5 | Should be a total number of attempts to be made before giving up. |
 | protocol_version    | False    |      65 | The maximum version of the native protocol to use. |
 | fetch_size          | False    |   10000 | The fetch size when syncing data from Cassandra. |
+| skip_hot_partitions | False    |   False | When set to `True` skipping partitions when faced ReadTimout or ReadFailure errors. |
 | stream_maps         | False    | None    | Config object for stream maps capability. For more information check out [Stream Maps](https://sdk.meltano.com/en/latest/stream_maps.html). |
 | stream_map_config   | False    | None    | User-defined config values to be used within map expressions. |
 | flattening_enabled  | False    | None    | 'True' to enable schema flattening and automatically expand nested properties. |
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..7d1f8d5
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,11 @@
+version: '3.9'
+
+services:
+  cassandra:
+    image: cassandra:latest
+    ports:
+      - 9042:9042
+    volumes:
+      - ~/apps/cassandra:/var/lib/cassandra
+    environment:
+      - CASSANDRA_CLUSTER_NAME=cassandra
\ No newline at end of file
diff --git a/meltano.yml b/meltano.yml
index 26f4a56..d6cba49 100644
--- a/meltano.yml
+++ b/meltano.yml
@@ -29,6 +29,8 @@ plugins:
     - name: reconnect_delay
     - name: max_attempts
     - name: protocol_version
+    - name: fetch_size
+    - name: skip_hot_partitions
   loaders:
   - name: target-jsonl
     variant: andyh1203
diff --git a/poetry.lock b/poetry.lock
index 399a6f2..af22a35 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "appdirs"
@@ -13,24 +13,22 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "23.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
-    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
-[package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
+dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "backoff"
@@ -43,90 +41,134 @@ files = [
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
 ]
 
+[[package]]
+name = "backports-datetime-fromisoformat"
+version = "2.0.1"
+description = "Backport of Python 3.11's datetime.fromisoformat"
+optional = false
+python-versions = ">3"
+files = [
+    {file = "backports-datetime-fromisoformat-2.0.1.tar.gz", hash = "sha256:1b6afca7f47019c22df43062cde73c1af65fbdebc66520f352c690d52fd27127"},
+    {file = "backports_datetime_fromisoformat-2.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b739ccd3f36244f618f1fbc21d89894d9dc9d1d75a68762fcf917d433df38ae3"},
+    {file = "backports_datetime_fromisoformat-2.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:afd072ca32f2ca4e838e0f7b61a56168d98837ee9a182c567a49a834e07c2b98"},
+    {file = "backports_datetime_fromisoformat-2.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1a136d85f8b1db4747aa9e56a8caa0ba77c5c25b761b18e2169ea7b1b516f012"},
+    {file = "backports_datetime_fromisoformat-2.0.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5d3a0579958ade7db62c8238163e05d46a4de61c99cebb40031ed7409a44d5f6"},
+    {file = "backports_datetime_fromisoformat-2.0.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:199df62af8feff5da0f4953fdc4a6994bcd7dbfe1db95901d8b93d05feda2ab5"},
+    {file = "backports_datetime_fromisoformat-2.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:afe32e60a471831058ede14fc226d9f14120e6dc67d66fbbd36e1724826ad70b"},
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+    {file = "backports_datetime_fromisoformat-2.0.1-pp37-pypy37_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0cef151f1df77e413dc179607edb5bee11949ca5890e81c0bb742d96fec753fe"},
+    {file = "backports_datetime_fromisoformat-2.0.1-pp38-pypy38_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c28c95d6df2a44fa3540e18e484596c03e8ff7112e2f93b664f482fe3a88720b"},
+    {file = "backports_datetime_fromisoformat-2.0.1-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:91042b53de903e3725209ad6d69b6994ae4819614c0decd62d05dfea23f35e2b"},
+]
+
 [[package]]
 name = "boto3"
-version = "1.26.165"
+version = "1.34.11"
 description = "The AWS SDK for Python"
 optional = true
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
 files = [
-    {file = "boto3-1.26.165-py3-none-any.whl", hash = "sha256:fa85b67147c8dc99b6e7c699fc086103f958f9677db934f70659e6e6a72a818c"},
-    {file = "boto3-1.26.165.tar.gz", hash = "sha256:9e7242b9059d937f34264125fecd844cb5e01acce6be093f6c44869fdf7c6e30"},
+    {file = "boto3-1.34.11-py3-none-any.whl", hash = "sha256:1af021e0c6e3040e8de66d403e963566476235bb70f9a8e3f6784813ac2d8026"},
+    {file = "boto3-1.34.11.tar.gz", hash = "sha256:31c130a40ec0631059b77d7e87f67ad03ff1685a5b37638ac0c4687026a3259d"},
 ]
 
 [package.dependencies]
-botocore = ">=1.29.165,<1.30.0"
+botocore = ">=1.34.11,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.6.0,<0.7.0"
+s3transfer = ">=0.10.0,<0.11.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.29.165"
+version = "1.34.11"
 description = "Low-level, data-driven core of boto 3."
 optional = true
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
 files = [
-    {file = "botocore-1.29.165-py3-none-any.whl", hash = "sha256:6f35d59e230095aed7cd747604fe248fa384bebb7d09549077892f936a8ca3df"},
-    {file = "botocore-1.29.165.tar.gz", hash = "sha256:988b948be685006b43c4bbd8f5c0cb93e77c66deb70561994e0c5b31b5a67210"},
+    {file = "botocore-1.34.11-py3-none-any.whl", hash = "sha256:1ff1398b6ea670e1c01ac67a33af3da854f8e700d3528289c04f319c330d8250"},
+    {file = "botocore-1.34.11.tar.gz", hash = "sha256:51905c3d623c60df5dc5794387de7caf886d350180a01a3dfa762e903edb45a9"},
 ]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
 python-dateutil = ">=2.1,<3.0.0"
-urllib3 = ">=1.25.4,<1.27"
+urllib3 = [
+    {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
+    {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""},
+]
 
 [package.extras]
-crt = ["awscrt (==0.16.9)"]
+crt = ["awscrt (==0.19.19)"]
 
 [[package]]
 name = "cassandra-driver"
-version = "3.28.0"
+version = "3.29.0"
 description = "DataStax Driver for Apache Cassandra"
 optional = false
 python-versions = "*"
 files = [
-    {file = "cassandra-driver-3.28.0.tar.gz", hash = "sha256:64ff130d19f994b80997c14343a8306be52a0e7ab92520a534eed944c88d70df"},
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-    {file = "cassandra_driver-3.28.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:35aef74e2a593a969b77a3fcf02d27e9b82a078d9aa66caa3bd2d2583c46a82c"},
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 [package.dependencies]
@@ -221,102 +251,116 @@ pycparser = "*"
 
 [[package]]
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
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 python-versions = ">=3.7.0"
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 name = "click"
-version = "8.1.3"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "colorama"
@@ -331,30 +375,34 @@ files = [
 
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 test-randomorder = ["pytest-randomly"]
 
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 ]
 
 [package.extras]
-docs = ["Sphinx", "docutils (<0.18)"]
+docs = ["Sphinx", "furo"]
 test = ["objgraph", "psutil"]
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
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 ]
 
 [[package]]
 name = "importlib-metadata"
-version = "4.13.0"
+version = "6.11.0"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flake8 (<5)", "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-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
-
-[[package]]
-name = "importlib-resources"
-version = "5.12.0"
-description = "Read resources from Python packages"
-optional = false
-python-versions = ">=3.7"
-files = [
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-
-[package.dependencies]
-zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
 [[package]]
 name = "inflection"
@@ -602,55 +618,64 @@ files = [
 
 [[package]]
 name = "joblib"
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+version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "joblib-1.3.2-py3-none-any.whl", hash = "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"},
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 ]
 
 [[package]]
 name = "jsonpath-ng"
-version = "1.5.3"
+version = "1.6.0"
 description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
 optional = false
 python-versions = "*"
 files = [
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+    {file = "jsonpath-ng-1.6.0.tar.gz", hash = "sha256:5483f8e9d74c39c9abfab554c070ae783c1c8cbadf5df60d561bc705ac68a07e"},
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 ]
 
 [package.dependencies]
-decorator = "*"
 ply = "*"
-six = "*"
 
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.20.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-attrs = ">=17.4.0"
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
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 ]
 
 [package.dependencies]
-python-dateutil = ">=2.6,<3.0"
-pytzdata = ">=2020.1"
+python-dateutil = ">=2.6"
+tzdata = ">=2020.1"
 
-[[package]]
-name = "pkgutil-resolve-name"
-version = "1.3.10"
-description = "Resolve a name to an object."
-optional = false
-python-versions = ">=3.6"
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+test = ["time-machine (>=2.6.0)"]
 
 [[package]]
 name = "pluggy"
-version = "1.2.0"
+version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-[package.dependencies]
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
-
 [package.extras]
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
@@ -759,75 +835,35 @@ files = [
 
 [[package]]
 name = "pyjwt"
-version = "2.7.0"
+version = "2.8.0"
 description = "JSON Web Token implementation in Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version <= \"3.7\""}
-
 [package.extras]
 crypto = ["cryptography (>=3.4.0)"]
 dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
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 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
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-
 [[package]]
 name = "pytest"
-version = "7.4.0"
+version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
@@ -866,13 +902,13 @@ six = ">=1.5"
 
 [[package]]
 name = "python-dotenv"
-version = "0.21.1"
+version = "1.0.0"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -880,75 +916,89 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "pytz"
-version = "2023.3"
+version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
-name = "pytzdata"
-version = "2020.1"
-description = "The Olson timezone database for Python."
+name = "pyyaml"
+version = "6.0.1"
+description = "YAML parser and emitter for Python"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 files = [
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 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
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 name = "six"
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 ]
 
 [package.dependencies]
-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\")"}
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+greenlet = {version = "!=0.4.17", markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""}
+typing-extensions = ">=4.2.0"
 
 [package.extras]
-aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
-aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
+aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
+aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
-asyncmy = ["asyncmy (>=0.2.3,!=0.2.4)", "greenlet (!=0.4.17)"]
-mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2)"]
+asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
 mssql-pyodbc = ["pyodbc"]
-mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"]
-mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"]
+mypy = ["mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx-oracle (>=7)", "cx-oracle (>=7,<8)"]
+oracle = ["cx_oracle (>=8)"]
+oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
-postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
+postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
+postgresql-psycopg = ["psycopg (>=3.0.7)"]
 postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
-pymysql = ["pymysql", "pymysql (<1)"]
-sqlcipher = ["sqlcipher3-binary"]
+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
+pymysql = ["pymysql"]
+sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "tomli"
@@ -1237,50 +1435,61 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.7.0"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.9.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.7.0-py3-none-any.whl", hash = "sha256:5d8c9dac95c27d20df12fb1d97b9793ab8b2af8a3a525e68c80e21060c161771"},
-    {file = "typing_extensions-4.7.0.tar.gz", hash = "sha256:935ccf31549830cda708b42289d44b6f74084d616a00be651601a4f968e77c82"},
+    {file = "typing_extensions-4.9.0-py3-none-any.whl", hash = "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"},
+    {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 = false
+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 = "urllib3"
-version = "1.26.16"
+version = "1.26.18"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
-    {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
-    {file = "urllib3-1.26.16.tar.gz", hash = "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"},
+    {file = "urllib3-1.26.18-py2.py3-none-any.whl", hash = "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07"},
+    {file = "urllib3-1.26.18.tar.gz", hash = "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "zipp"
-version = "3.15.0"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
-    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [extras]
 s3 = ["fs-s3fs"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = "<3.12,>=3.7.1"
-content-hash = "09829f14538ae6a91d3621a2341d8bbaad384a6b485707731c7520664b613757"
+python-versions = "<3.12,>=3.9.1"
+content-hash = "3ffc5d9742978d823c271794788602618e84cb951a2d76d3e56e4cabeb83a038"
diff --git a/pyproject.toml b/pyproject.toml
index 15bf59a..4f51dd8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,14 +11,14 @@ keywords = [
 license = "MIT"
 
 [tool.poetry.dependencies]
-python = "<3.12,>=3.7.1"
-singer-sdk = { version="^0.28.0" }
+python = "<3.12,>=3.9.1"
+singer-sdk = { version="^0.34.1" }
 fs-s3fs = { version = "^1.1.1", optional = true }
 cassandra-driver = "^3.28.0"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.2.1"
-singer-sdk = { version="^0.28.0", extras = ["testing"] }
+singer-sdk = { version="^0.34.1", extras = ["testing"] }
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
diff --git a/tap_cassandra/client.py b/tap_cassandra/client.py
index 849abb1..239ec2b 100644
--- a/tap_cassandra/client.py
+++ b/tap_cassandra/client.py
@@ -1,10 +1,12 @@
 """Custom client handling, including CassandraStream base class."""
 
+import time
 import logging
 
 from singer_sdk import typing as th
 from singer_sdk._singerlib import CatalogEntry, MetadataMapping, Schema
 
+from cassandra import ReadFailure, ReadTimeout
 from cassandra.cluster import EXEC_PROFILE_DEFAULT, Cluster, ExecutionProfile
 from cassandra.auth import PlainTextAuthProvider
 from cassandra.policies import (
@@ -50,10 +52,7 @@ class CassandraConnector:
         'list<': th.StringType, #
     }
 
-    def __init__(
-        self, 
-        config: dict | None,
-    ) -> None:
+    def __init__(self, config):
         """Initialize the connector.
 
         Args:
@@ -114,9 +113,10 @@ def cluster(self):
                     max_attempts=self.config.get('max_attempts')
                 ),
                 auth_provider=self.auth_provider,
-                protocol_version=self.config.get('protocol_version'),
                 port=self.config.get('port')
             )
+            if self.config.get('protocol_version'):
+                self._cluster.protocol_version = self.config.get('protocol_version')
         return self._cluster
     
     @property
@@ -137,11 +137,7 @@ def logger(self) -> logging.Logger:
         return logging.getLogger("cassandra.connector")
 
     @staticmethod
-    def get_fully_qualified_name(
-        table_name: str | None = None,
-        schema_name: str | None = None,
-        delimiter: str = ".",
-    ) -> str:
+    def get_fully_qualified_name(table_name=None, schema_name=None, delimiter="."):
         """Concatenates a fully qualified name from the parts.
 
         Args:
@@ -193,8 +189,12 @@ def _disconnect(self):
             self.cluster.shutdown()
 
     def execute(self, query):
-        """Method to execute the query and return the output."""
-
+        """Method to execute the query and return the output.
+        
+        Args:
+            query: Cassandra CQL query to execute
+        """
+        
         try:
             res = self.session.execute(self.query_statement(query, self.config.get('fetch_size')))
             while res.has_more_pages or res.current_rows:    
@@ -208,6 +208,50 @@ def execute(self, query):
         finally:
             self._disconnect()
     
+    def execute_with_skip(self, query, key_col):
+        """Method to execute the query and return the output.
+
+        Handles ReadTimeout and ReadFailure to skip hot partitions.
+
+        Args:
+            query: Cassandra CQL query to execute
+            key_col: first partition_key of a table 
+        """
+        
+        # Retry for ReadTimeout and ReadFailure
+        sleep_time_seconds = 30
+        retry = 0
+        max_retries = 3
+        while retry < max_retries:
+            try:
+                batch = None
+                res = self.session.execute(self.query_statement(query, self.config.get('fetch_size')))
+                while res.has_more_pages or res.current_rows:    
+                    batch = res.current_rows
+                    self.logger.info(f'{len(batch)} row(s) fetched.')
+                    for row in batch:
+                        yield row
+                    res.fetch_next_page()
+                self._disconnect()
+                break
+            except (ReadTimeout, ReadFailure) as re:
+                retry += 1
+                if not batch:
+                    res = self.session.execute(self.query_statement(query, 1))
+                    batch = res.current_rows
+                    self.logger.info(f'{len(batch)} row(s) fetched.')
+                last_key = batch[-1][key_col]
+                self.logger.info(f'Skipping {key_col} = {last_key}')
+                # Remove any filters done for a query
+                base_query = query.lower().split('where')[0].rstrip()
+                query = base_query + f" where token({key_col}) > token({last_key})"
+                print(f'Sleeping for {sleep_time_seconds} before retry')
+                self.logger.info(f'Sleeping for {sleep_time_seconds} before retry {retry} out of {max_retries}.')
+                time.sleep(sleep_time_seconds)
+            except Exception as e:
+                self._disconnect()
+                raise(e)
+
     def discover_catalog_entry(
         self,
         table_name: str
@@ -220,7 +264,7 @@ def discover_catalog_entry(
         Returns:
             `CatalogEntry` object for the given table
         """
-
+        self.logger.info('discover_catalog_entry called.')
         table_schema = th.PropertiesList()
         partition_keys = list()
         clustering_keys = list()
@@ -312,6 +356,7 @@ def discover_catalog_entries(self) -> list[dict]:
         where keyspace_name = '{self.config.get('keyspace')}'
         '''
         for table in self.session.execute(self.query_statement(table_query, self.config.get('fetch_size'))):
+        # for table in self.session.execute(self.query_statement(table_query, self.config.get('fetch_size'))):
             catalog_entry = self.discover_catalog_entry(table['table_name'])
             result.append(catalog_entry.to_dict())     
 
diff --git a/tap_cassandra/streams.py b/tap_cassandra/streams.py
index 8acd8e7..f11cbe3 100644
--- a/tap_cassandra/streams.py
+++ b/tap_cassandra/streams.py
@@ -8,7 +8,7 @@
 class CassandraStream(SQLStream):
     """Stream class for Cassandra streams."""
 
-    def get_records(self, context: dict | None) -> Iterable[dict[str, Any]]:
+    def get_records(self, context):
         """Return a generator of record-type dictionary objects.
 
         If the stream has a replication_key value defined, records will be sorted by the
@@ -31,8 +31,13 @@ def get_records(self, context: dict | None) -> Iterable[dict[str, Any]]:
             raise NotImplementedError(msg)
 
         selected_column_names = self.get_selected_schema()["properties"].keys()
-        selected_column_string = ','.join(selected_column_names)
+        selected_column_string = ','.join(selected_column_names) if selected_column_names else '*'
 
         cql = f"select {selected_column_string} from {self.name.split('-')[1]}"
-        for record in self.connector.execute(cql):
-            yield record
+
+        if self.config.get('skip_hot_partitions'):
+            for row in self.connector.execute_with_skip(cql, self.catalog_entry['key_properties'][0]):
+                yield row
+        else:
+            for row in self.connector.execute(cql):
+                yield row
diff --git a/tap_cassandra/tap.py b/tap_cassandra/tap.py
index b0e6782..668b690 100644
--- a/tap_cassandra/tap.py
+++ b/tap_cassandra/tap.py
@@ -30,7 +30,7 @@ class TapCassandra(SQLTap):
         th.Property(
             "keyspace",
             th.StringType,
-            required=True,
+            required=False,
             description="Keyspace will be the default keyspace for operations on the Session.",
         ),
         th.Property(
@@ -56,14 +56,12 @@ class TapCassandra(SQLTap):
             "request_timeout",
             th.IntegerType,
             required=False,
-            default=100,
             description="Request timeout used when not overridden in Session.execute().",
         ),
         th.Property(
             "local_dc",
             th.StringType,
             required=False,
-            default=None,
             description="The local_dc parameter should be the name of the datacenter.",
         ),
         th.Property(
@@ -84,7 +82,7 @@ class TapCassandra(SQLTap):
             "protocol_version",
             th.IntegerType,
             required=False,
-            default=65,
+            default=None,
             description="The maximum version of the native protocol to use.",
         ),
         th.Property(
@@ -94,6 +92,13 @@ class TapCassandra(SQLTap):
             default=10000,
             description="The fetch size when syncing data from Cassandra.",
         ),
+        th.Property(
+            "skip_hot_partitions",
+            th.BooleanType,
+            required=False,
+            default=False,
+            description="When set to `True` skipping partitions when faced ReadTimout or ReadFailure errors.",
+        ),
     ).to_dict()
 
     @property
diff --git a/tests/resources/catalog.json b/tests/resources/catalog.json
new file mode 100644
index 0000000..5e9e038
--- /dev/null
+++ b/tests/resources/catalog.json
@@ -0,0 +1,84 @@
+{
+  "streams": [
+    {
+      "tap_stream_id": "test_schema-test_table",
+      "table_name": "test_table",
+      "replication_method": "",
+      "key_properties": [
+        "id"
+      ],
+      "schema": {
+        "properties": {
+          "id": {
+            "type": [
+              "integer"
+            ]
+          },
+          "updated_at": {
+            "format": "date-time",
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "name": {
+            "type": [
+              "string",
+              "null"
+            ]
+          }
+        },
+        "type": "object",
+        "required": [
+          "id"
+        ]
+      },
+      "stream": "test_schema-test_table",
+      "metadata": [
+        {
+          "breadcrumb": [
+            "properties",
+            "id"
+          ],
+          "metadata": {
+            "inclusion": "available",
+            "selected": true
+          }
+        },
+        {
+          "breadcrumb": [
+            "properties",
+            "updated_at"
+          ],
+          "metadata": {
+            "inclusion": "available",
+            "selected": true
+          }
+        },
+        {
+          "breadcrumb": [
+            "properties",
+            "name"
+          ],
+          "metadata": {
+            "inclusion": "automatic",
+            "selected": true
+          }
+        },
+        {
+          "breadcrumb": [],
+          "metadata": {
+            "inclusion": "available",
+            "table-key-properties": [
+              "id"
+            ],
+            "forced-replication-method": "",
+            "schema-name": "test_schema",
+            "selected": true
+          }
+        }
+      ],
+      "selected": true
+    }
+  ]
+}
diff --git a/tests/test_core.py b/tests/test_core.py
index 16dc3ce..8cdef87 100644
--- a/tests/test_core.py
+++ b/tests/test_core.py
@@ -2,28 +2,53 @@
 
 import datetime
 
+import pytest
+from cassandra.cluster import Cluster
 from singer_sdk.testing import get_tap_test_class
 
 from tap_cassandra.tap import TapCassandra
 
+
 SAMPLE_CONFIG = {
-    "hosts": ["10.0.0.1", "10.0.0.2"],
-    "port": 9042,
-    "keyspace": "my_keyspace",
-    "username": "test",
-    "password": "test",
-    "start_date": datetime.datetime.now(datetime.timezone.utc).strftime("%Y-%m-%d"),
-    "request_timeout": 60,
-    "local_dc": "my_dc",
-    "reconnect_delay": 60,
-    "max_attempts": 5,
-    "protocol_version": 65,
+    "hosts": "127.0.0.1",
+    "username": "cassandra",
+    "password": "cassandra",
+    "keyspace": "test_schema"
 }
 
-# TODO: Create additional tests
-# Create a docker image with local cassandra so we can test TapCassandra.
 # Run standard built-in tap tests from the SDK:
-# TestTapCassandra = get_tap_test_class(
-#     tap_class=TapCassandra,
-#     config=SAMPLE_CONFIG,
-# )
+PreTestTapCassandra = get_tap_test_class(
+    tap_class=TapCassandra,
+    config=SAMPLE_CONFIG,
+    catalog="tests/resources/catalog.json",
+)
+
+class TestTapCassandra(PreTestTapCassandra):
+    keyspace_name = 'test_schema'
+    table_name = 'test_table'
+
+    def _setup(self):
+        cluster = Cluster()
+        session = cluster.connect()
+        
+        create_keyspace_command = f"""
+        CREATE KEYSPACE IF NOT EXISTS {self.keyspace_name}
+        WITH REPLICATION = {{ 'class' : 'SimpleStrategy', 'replication_factor' : 1 }};
+        """
+        session.execute(create_keyspace_command)
+        session.set_keyspace(self.keyspace_name)
+
+        create_table_command = f"""
+        CREATE TABLE IF NOT EXISTS {self.keyspace_name}.{self.table_name}
+        (id int, updated_at timestamp, name text, primary key (id));
+        """
+        session.execute(create_table_command)
+
+        insert_command = f"""
+        INSERT INTO {self.keyspace_name}.{self.table_name} (id, updated_at, name) values (1, dateof(now()), 'test1');
+        """
+        session.execute(insert_command)
+
+    @pytest.fixture(scope="class")
+    def resource(self):
+        self._setup()
\ No newline at end of file