diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 83e1dec..9dc1dcc 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -32,4 +32,11 @@ jobs:
       - name: install dependencies and build
         run: poetry install
       - name: run tests
-        run: poetry run tox -p
+        run: poetry run tox -m unit
+      - name: run integration tests
+        env:
+          gds_license: ${{ secrets.GDS_LICENSE }}
+        run: |
+          LICENSE_FILE=${{ runner.temp }}/license.tmp
+          echo "${gds_license}" > $LICENSE_FILE
+          GDS_LICENSE_FILE=$LICENSE_FILE poetry run tox -m integration
diff --git a/.mypy.ini b/.mypy.ini
index 1beed72..daf52cc 100644
--- a/.mypy.ini
+++ b/.mypy.ini
@@ -1,4 +1,4 @@
 [mypy]
-python_version = 3.8
+python_version = 3.9
 warn_return_any = True
 ignore_missing_imports = True
diff --git a/poetry.lock b/poetry.lock
index 264d363..a59161e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,16 @@
 # This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
+[[package]]
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
+    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
+]
+
 [[package]]
 name = "attrs"
 version = "23.1.0"
@@ -20,18 +31,18 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "bandit"
-version = "1.7.5"
+version = "1.7.6"
 description = "Security oriented static analyser for python code."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "bandit-1.7.5-py3-none-any.whl", hash = "sha256:75665181dc1e0096369112541a056c59d1c5f66f9bb74a8d686c3c362b83f549"},
-    {file = "bandit-1.7.5.tar.gz", hash = "sha256:bdfc739baa03b880c2d15d0431b31c658ffc348e907fe197e54e0389dd59e11e"},
+    {file = "bandit-1.7.6-py3-none-any.whl", hash = "sha256:36da17c67fc87579a5d20c323c8d0b1643a890a2b93f00b3d1229966624694ff"},
+    {file = "bandit-1.7.6.tar.gz", hash = "sha256:72ce7bc9741374d96fb2f1c9a8960829885f1243ffde743de70a19cee353e8f3"},
 ]
 
 [package.dependencies]
 colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
-GitPython = ">=1.0.1"
+GitPython = ">=3.1.30"
 PyYAML = ">=5.3.1"
 rich = "*"
 stevedore = ">=1.20.0"
@@ -94,6 +105,28 @@ files = [
     {file = "cachetools-5.3.2.tar.gz", hash = "sha256:086ee420196f7b2ab9ca2db2520aca326318b68fe5ba8bc4d49cca91add450f2"},
 ]
 
+[[package]]
+name = "cerberus"
+version = "1.3.5"
+description = "Lightweight, extensible schema and data validation tool for Pythondictionaries."
+optional = false
+python-versions = "*"
+files = [
+    {file = "Cerberus-1.3.5-py3-none-any.whl", hash = "sha256:7649a5815024d18eb7c6aa5e7a95355c649a53aacfc9b050e9d0bf6bfa2af372"},
+    {file = "Cerberus-1.3.5.tar.gz", hash = "sha256:81011e10266ef71b6ec6d50e60171258a5b134d69f8fb387d16e4936d0d47642"},
+]
+
+[[package]]
+name = "certifi"
+version = "2023.11.17"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
+    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
+]
+
 [[package]]
 name = "cfgv"
 version = "3.4.0"
@@ -116,6 +149,105 @@ files = [
     {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
 ]
 
+[[package]]
+name = "charset-normalizer"
+version = "3.3.2"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"},
+    {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"},
+    {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027"},
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+]
+
 [[package]]
 name = "click"
 version = "8.1.7"
@@ -152,6 +284,20 @@ files = [
     {file = "darglint-1.8.1.tar.gz", hash = "sha256:080d5106df149b199822e7ee7deb9c012b49891538f14a11be681044f0bb20da"},
 ]
 
+[[package]]
+name = "deprecation"
+version = "2.1.0"
+description = "A library to handle automated deprecations"
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.dependencies]
+packaging = "*"
+
 [[package]]
 name = "distlib"
 version = "0.3.7"
@@ -163,6 +309,37 @@ files = [
     {file = "distlib-0.3.7.tar.gz", hash = "sha256:9dafe54b34a028eafd95039d5e5d4851a13734540f1331060d31c9916e7147a8"},
 ]
 
+[[package]]
+name = "docker"
+version = "7.0.0"
+description = "A Python library for the Docker Engine API."
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "docker-7.0.0.tar.gz", hash = "sha256:323736fb92cd9418fc5e7133bc953e11a9da04f4483f828b527db553f1e7e5a3"},
+]
+
+[package.dependencies]
+packaging = ">=14.0"
+pywin32 = {version = ">=304", markers = "sys_platform == \"win32\""}
+requests = ">=2.26.0"
+urllib3 = ">=1.26.0"
+
+[package.extras]
+ssh = ["paramiko (>=2.4.3)"]
+websockets = ["websocket-client (>=1.3.0)"]
+
+[[package]]
+name = "docopt"
+version = "0.6.2"
+description = "Pythonic argument parser, that will make you smile"
+optional = false
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.0"
@@ -226,13 +403,13 @@ flake8 = ">=5.0.0"
 
 [[package]]
 name = "flake8-bugbear"
-version = "23.9.16"
+version = "23.12.2"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 optional = false
 python-versions = ">=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -353,18 +530,29 @@ test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre
 
 [[package]]
 name = "identify"
-version = "2.5.32"
+version = "2.5.33"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "identify-2.5.33-py2.py3-none-any.whl", hash = "sha256:d40ce5fcd762817627670da8a7d8d8e65f24342d14539c59488dc603bf662e34"},
+    {file = "identify-2.5.33.tar.gz", hash = "sha256:161558f9fe4559e1557e1bff323e8631f6a0e4837f7497767c1782832f16b62d"},
 ]
 
 [package.extras]
 license = ["ukkonen"]
 
+[[package]]
+name = "idna"
+version = "3.6"
+description = "Internationalized Domain Names in Applications (IDNA)"
+optional = false
+python-versions = ">=3.5"
+files = [
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+    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
+]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -378,20 +566,23 @@ files = [
 
 [[package]]
 name = "isort"
-version = "5.12.0"
+version = "5.13.0"
 description = "A Python utility / library to sort Python imports."
 optional = false
 python-versions = ">=3.8.0"
 files = [
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+    {file = "isort-5.13.0.tar.gz", hash = "sha256:d67f78c6a1715f224cca46b29d740037bdb6eea15323a133e897cda15876147b"},
 ]
 
+[package.dependencies]
+pip-api = "*"
+pipreqs = "*"
+requirementslib = "*"
+
 [package.extras]
-colors = ["colorama (>=0.4.3)"]
-pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
+colors = ["colorama (>=0.4.6)"]
 plugins = ["setuptools"]
-requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "markdown-it-py"
@@ -441,38 +632,38 @@ files = [
 
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 name = "mypy"
-version = "1.7.0"
+version = "1.7.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -497,6 +688,24 @@ files = [
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 ]
 
+[[package]]
+name = "neo4j"
+version = "5.15.0"
+description = "Neo4j Bolt driver for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+pytz = "*"
+
+[package.extras]
+numpy = ["numpy (>=1.7.0,<2.0.0)"]
+pandas = ["numpy (>=1.7.0,<2.0.0)", "pandas (>=1.1.0,<3.0.0)"]
+pyarrow = ["pyarrow (>=1.0.0)"]
+
 [[package]]
 name = "nodeenv"
 version = "1.8.0"
@@ -569,13 +778,13 @@ files = [
 
 [[package]]
 name = "pathspec"
-version = "0.11.2"
+version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -589,6 +798,20 @@ files = [
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 ]
 
+[[package]]
+name = "pep517"
+version = "0.13.1"
+description = "Wrappers to build Python packages using PEP 517 hooks"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
+[package.dependencies]
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "pep8-naming"
 version = "0.13.3"
@@ -603,21 +826,80 @@ files = [
 [package.dependencies]
 flake8 = ">=5.0.0"
 
+[[package]]
+name = "pip"
+version = "23.3.1"
+description = "The PyPA recommended tool for installing Python packages."
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[[package]]
+name = "pip-api"
+version = "0.0.30"
+description = "An unofficial, importable pip API"
+optional = false
+python-versions = ">=3.7"
+files = [
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+
+[package.dependencies]
+pip = "*"
+
+[[package]]
+name = "pipreqs"
+version = "0.4.13"
+description = "Pip requirements.txt generator based on imports in project"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+docopt = "*"
+yarg = "*"
+
 [[package]]
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-version = "4.0.0"
+version = "4.1.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
 
+[[package]]
+name = "plette"
+version = "0.4.4"
+description = "Structured Pipfile and Pipfile.lock models."
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+cerberus = {version = "*", optional = true, markers = "extra == \"validation\""}
+tomlkit = "*"
+
+[package.extras]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+validation = ["cerberus"]
+
 [[package]]
 name = "pluggy"
 version = "1.3.0"
@@ -635,13 +917,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "3.5.0"
+version = "3.6.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
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+[[package]]
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+version = "2.5.2"
+description = "Data validation using Python type hints"
+optional = false
+python-versions = ">=3.7"
+files = [
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+
+[package.dependencies]
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+pydantic-core = "2.14.5"
+typing-extensions = ">=4.6.1"
+
+[package.extras]
+email = ["email-validator (>=2.0.0)"]
+
+[[package]]
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+description = ""
+optional = false
+python-versions = ">=3.7"
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+    {file = "requirementslib-3.0.0.tar.gz", hash = "sha256:28f8e0b1c38b34ae06de68ef115b03bbcdcdb99f9e9393333ff06ded443e3f24"},
+]
+
+[package.dependencies]
+distlib = ">=0.2.8"
+pep517 = ">=0.5.0"
+pip = ">=23.1"
+platformdirs = "*"
+plette = {version = "*", extras = ["validation"]}
+pydantic = "*"
+requests = "*"
+setuptools = ">=40.8"
+tomlkit = ">=0.5.3"
+
+[package.extras]
+dev = ["nox", "parver", "towncrier", "twine"]
+docs = ["sphinx", "sphinx-rtd-theme"]
+tests = ["coverage", "hypothesis", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "readme-renderer[md]"]
+
 [[package]]
 name = "rich"
 version = "13.7.0"
@@ -923,6 +1423,39 @@ files = [
 [package.dependencies]
 pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 
+[[package]]
+name = "testcontainers"
+version = "3.7.1"
+description = "Library provides lightweight, throwaway instances of common databases, Selenium web browsers, or anything else that can run in a Docker container"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "testcontainers-3.7.1-py2.py3-none-any.whl", hash = "sha256:7f48cef4bf0ccd78f1a4534d4b701a003a3bace851f24eae58a32f9e3f0aeba0"},
+]
+
+[package.dependencies]
+deprecation = "*"
+docker = ">=4.0.0"
+wrapt = "*"
+
+[package.extras]
+arangodb = ["python-arango"]
+azurite = ["azure-storage-blob"]
+clickhouse = ["clickhouse-driver"]
+docker-compose = ["docker-compose"]
+google-cloud-pubsub = ["google-cloud-pubsub (<2)"]
+kafka = ["kafka-python"]
+keycloak = ["python-keycloak"]
+mongo = ["pymongo"]
+mssqlserver = ["pymssql"]
+mysql = ["pymysql", "sqlalchemy"]
+neo4j = ["neo4j"]
+oracle = ["cx-Oracle", "sqlalchemy"]
+postgresql = ["psycopg2-binary", "sqlalchemy"]
+rabbitmq = ["pika"]
+redis = ["redis"]
+selenium = ["selenium"]
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -934,15 +1467,26 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
+[[package]]
+name = "tomlkit"
+version = "0.12.3"
+description = "Style preserving TOML library"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "tomlkit-0.12.3.tar.gz", hash = "sha256:75baf5012d06501f07bee5bf8e801b9f343e7aac5a92581f20f80ce632e6b5a4"},
+]
+
 [[package]]
 name = "tox"
-version = "4.11.3"
+version = "4.11.4"
 description = "tox is a generic virtualenv management and test command line tool"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "tox-4.11.4-py3-none-any.whl", hash = "sha256:2adb83d68f27116812b69aa36676a8d6a52249cb0d173649de0e7d0c2e3e7229"},
+    {file = "tox-4.11.4.tar.gz", hash = "sha256:73a7240778fabf305aeb05ab8ea26e575e042ab5a18d71d0ed13e343a51d6ce1"},
 ]
 
 [package.dependencies]
@@ -963,24 +1507,40 @@ testing = ["build[virtualenv] (>=0.10)", "covdefaults (>=2.3)", "detect-test-pol
 
 [[package]]
 name = "typing-extensions"
-version = "4.8.0"
+version = "4.9.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {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 = "urllib3"
+version = "2.1.0"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
 [[package]]
 name = "virtualenv"
-version = "20.24.7"
+version = "20.25.0"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.24.7-py3-none-any.whl", hash = "sha256:a18b3fd0314ca59a2e9f4b556819ed07183b3e9a3702ecfe213f593d44f7b3fd"},
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+    {file = "virtualenv-20.25.0-py3-none-any.whl", hash = "sha256:4238949c5ffe6876362d9c0180fc6c3a824a7b12b80604eeb8085f2ed7460de3"},
+    {file = "virtualenv-20.25.0.tar.gz", hash = "sha256:bf51c0d9c7dd63ea8e44086fa1e4fb1093a31e963b86959257378aef020e1f1b"},
 ]
 
 [package.dependencies]
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+[[package]]
+name = "wrapt"
+version = "1.16.0"
+description = "Module for decorators, wrappers and monkey patching."
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "wrapt-1.16.0-cp38-cp38-win_amd64.whl", hash = "sha256:490b0ee15c1a55be9c1bd8609b8cecd60e325f0575fc98f50058eae366e01f41"},
+    {file = "wrapt-1.16.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9b201ae332c3637a42f02d1045e1d0cccfdc41f1f2f801dafbaa7e9b4797bfc2"},
+    {file = "wrapt-1.16.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2076fad65c6736184e77d7d4729b63a6d1ae0b70da4868adeec40989858eb3fb"},
+    {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c5cd603b575ebceca7da5a3a251e69561bec509e0b46e4993e1cac402b7247b8"},
+    {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b47cfad9e9bbbed2339081f4e346c93ecd7ab504299403320bf85f7f85c7d46c"},
+    {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:5f15814a33e42b04e3de432e573aa557f9f0f56458745c2074952f564c50e664"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:db2e408d983b0e61e238cf579c09ef7020560441906ca990fe8412153e3b291f"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:edfad1d29c73f9b863ebe7082ae9321374ccb10879eeabc84ba3b69f2579d537"},
+    {file = "wrapt-1.16.0-cp39-cp39-win32.whl", hash = "sha256:ed867c42c268f876097248e05b6117a65bcd1e63b779e916fe2e33cd6fd0d3c3"},
+    {file = "wrapt-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:eb1b046be06b0fce7249f1d025cd359b4b80fc1c3e24ad9eca33e0dcdb2e4a35"},
+    {file = "wrapt-1.16.0-py3-none-any.whl", hash = "sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1"},
+    {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
+]
+
+[[package]]
+name = "yarg"
+version = "0.1.9"
+description = "A semi hard Cornish cheese, also queries PyPI (PyPI client)"
+optional = false
+python-versions = "*"
+files = [
+    {file = "yarg-0.1.9-py2.py3-none-any.whl", hash = "sha256:4f9cebdc00fac946c9bf2783d634e538a71c7d280a4d806d45fd4dc0ef441492"},
+    {file = "yarg-0.1.9.tar.gz", hash = "sha256:55695bf4d1e3e7f756496c36a69ba32c40d18f821e38f61d028f6049e5e15911"},
+]
+
+[package.dependencies]
+requests = "*"
+
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9, <4"
-content-hash = "516073d22c15b9e013485140f4e1db3b3768ba1701429b7fcfcd30577f0d4dcd"
+content-hash = "fefe72cc41f21a05e122538766fd798ff21fa75d03f147422b6a91d45878453a"
diff --git a/pyproject.toml b/pyproject.toml
index 6bbd5f2..64ff5e1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,6 +26,8 @@ flake8-isort = "^6.1.1"
 flake8-spellcheck = "^0.28.0"
 flake8-comprehensions = "^3.14.0"
 flake8-bandit = "^4.1.1"
+testcontainers = "^3.7.1"
+neo4j = "^5.15.0"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/src/neo4j_arrow/_client.py b/src/neo4j_arrow/_client.py
index da4e199..cf5edcc 100644
--- a/src/neo4j_arrow/_client.py
+++ b/src/neo4j_arrow/_client.py
@@ -37,6 +37,25 @@ class ClientState(Enum):
     GRAPH_READY = "done"
 
 
+class ProcedureNames:
+    nodes_single_property: str = "gds.graph.nodeProperty.stream"
+    nodes_multiple_property: str = "gds.graph.nodeProperties.stream"
+    edges_single_property: str = "gds.graph.relationshipProperty.stream"
+    edges_multiple_property: str = "gds.graph.relationshipProperties.stream"
+    edges_topology: str = "gds.graph.relationships.stream"
+
+
+def procedure_names(version: Optional[str] = None) -> ProcedureNames:
+    if not version:
+        return ProcedureNames()
+    elif version.startswith("2.5"):
+        return ProcedureNames()
+    else:
+        names = ProcedureNames()
+        names.edges_topology = "gds.beta.graph.relationships.stream"
+        return names
+
+
 class Neo4jArrowClient:
     host: str
     port: int
@@ -68,6 +87,7 @@ def __init__(
         max_chunk_size: int = 10_000,
         debug: bool = False,
         logger: Optional[logging.Logger] = None,
+        proc_names: Optional[ProcedureNames] = None,
     ):
         self.host = host
         self.port = port
@@ -86,6 +106,9 @@ def __init__(
         if not logger:
             logger = logging.getLogger("Neo4jArrowClient")
         self.logger = logger
+        if not proc_names:
+            proc_names = procedure_names()
+        self.proc_names = proc_names
 
     def __str__(self) -> str:
         return (
@@ -476,13 +499,13 @@ def read_edges(
         if concurrency < 1:
             raise ValueError("concurrency cannot be negative")
         if properties:
-            procedure_name = "gds.graph.relationshipProperties.stream"
+            procedure_name = self.proc_names.edges_multiple_property
             configuration = {
                 "relationship_properties": list(properties if properties is not None else []),
                 "relationship_types": list(relationship_types if relationship_types is not None else ["*"]),
             }
         else:
-            procedure_name = "gds.beta.graph.relationships.stream"
+            procedure_name = self.proc_names.edges_topology
             configuration = {
                 "relationship_types": list(relationship_types if relationship_types is not None else ["*"]),
             }
@@ -520,10 +543,11 @@ def read_nodes(
             {
                 "graph_name": self.graph,
                 "database_name": self.database,
-                "procedure_name": "gds.graph.nodeProperties.stream",
+                "procedure_name": self.proc_names.nodes_multiple_property,
                 "configuration": {
                     "node_labels": list(labels if labels is not None else ["*"]),
                     "node_properties": list(properties if properties is not None else []),
+                    "list_node_labels": True,
                 },
                 "concurrency": concurrency,
             }
diff --git a/src/neo4j_arrow/model.py b/src/neo4j_arrow/model.py
index ce939ef..b9d42eb 100644
--- a/src/neo4j_arrow/model.py
+++ b/src/neo4j_arrow/model.py
@@ -9,6 +9,11 @@
 from typing import Any, Dict, Generic, List, Optional, Union, TypeVar
 
 
+class ValidationError(Exception):
+    def __init__(self, message: str):
+        self.message = message
+
+
 class _NodeEncoder(JSONEncoder):
     def default(self, n: "Node") -> object:
         return n.to_dict()
@@ -32,13 +37,14 @@ def __init__(
         label: str = "",
         label_field: str = "",
         key_field: str,
-        **properties: Dict[str, Any],
+        properties: Optional[Dict[str, Any]] = None,
+        **kwargs: Any,
     ):
         self._source = source
         self._label = label
         self._label_field = label_field
         self._key_field = key_field
-        self._properties = properties
+        self._properties = dict(properties or {}, **kwargs)
         self._pattern: Optional[re.Pattern[str]] = None
         try:
             self._pattern = re.compile(self._source)
@@ -81,12 +87,14 @@ def to_dict(self) -> Dict[str, Any]:
         }
 
     def validate(self) -> None:
+        if not self._source:
+            raise ValidationError(f"source must be provided in {self}")
+        if not self._key_field:
+            raise ValidationError(f"key_field must be provided in {self}")
         if not self._label and not self._label_field:
-            raise Exception(f"either label or label_field must be provided in {self}")
+            raise ValidationError(f"either label or label_field must be provided in {self}")
         if self._label and self._label_field:
-            raise Exception(f"use of label and label_field at the same time is not allowed " f"in {self}")
-        if not self._key_field:
-            raise Exception(f"empty key_field in {self}")
+            raise ValidationError(f"use of label and label_field at the same time is not allowed " f"in {self}")
 
     def __str__(self) -> str:
         return str(self.to_dict())
@@ -99,20 +107,26 @@ def __init__(
         source: str,
         edge_type: str = "",
         type_field: str = "",
+        type: str = "",
         source_field: str,
         target_field: str,
-        **properties: Dict[str, Any],
+        properties: Optional[Dict[str, Any]] = None,
+        **kwargs: Any,
     ):
         self._source = source
         self._type = edge_type
+        if not self._type and type:
+            self._type = type
         self._type_field = type_field
         self._source_field = source_field
         self._target_field = target_field
-        self._properties = properties
+        self._properties = dict(properties or {}, **kwargs)
         self._pattern: Optional[re.Pattern[str]] = None
         try:
             self._pattern = re.compile(source)
-        except Exception:
+        except ValueError:
+            pass
+        except TypeError:
             pass
 
     @property
@@ -156,14 +170,16 @@ def to_dict(self) -> Dict[str, Any]:
         }
 
     def validate(self) -> None:
-        if not self._type_field and not self._type:
-            raise Exception(f"either type or type_field must be provided in {self}")
-        if self._type_field and self._type:
-            raise Exception(f"use of type and type_field at the same time is not allowed in {self}")
+        if not self._source:
+            raise ValidationError(f"source must be provided in {self}")
         if not self._source_field:
-            raise Exception(f"empty source_field in {self}")
+            raise ValidationError(f"source_field must be provided in {self}")
         if not self._target_field:
-            raise Exception(f"empty target_field in {self}")
+            raise ValidationError(f"target_field must be provided in {self}")
+        if not self._type_field and not self._type:
+            raise ValidationError(f"either type or type_field must be provided in {self}")
+        if self._type_field and self._type:
+            raise ValidationError(f"use of type and type_field at the same time is not allowed in {self}")
 
     def __str__(self) -> str:
         return str(self.to_dict())
diff --git a/tests/integration/conftest.py b/tests/integration/conftest.py
new file mode 100644
index 0000000..8bb6ac2
--- /dev/null
+++ b/tests/integration/conftest.py
@@ -0,0 +1,71 @@
+import os
+from typing import Callable
+
+import neo4j
+import pytest
+import testcontainers.neo4j
+
+import neo4j_arrow._client
+from neo4j_arrow import Neo4jArrowClient
+
+
+def gds_version(driver: neo4j.Driver) -> str:
+    with driver.session() as session:
+        version = session.run(
+            "CALL gds.debug.sysInfo() YIELD key, value WITH * WHERE key = $key RETURN value", {"key": "gdsVersion"}
+        ).single(strict=True)[0]
+        return version
+
+
+@pytest.fixture(scope="module")
+def neo4j():
+    container = (
+        testcontainers.neo4j.Neo4jContainer(os.getenv("NEO4J_IMAGE", "neo4j:5-enterprise"))
+        .with_volume_mapping(os.getenv("GDS_LICENSE_FILE", "/tmp/gds.license"), "/licenses/gds.license")
+        .with_env("NEO4J_ACCEPT_LICENSE_AGREEMENT", "yes")
+        .with_env("NEO4J_PLUGINS", '["graph-data-science"]')
+        .with_env("NEO4J_gds_enterprise_license__file", "/licenses/gds.license")
+        .with_env("NEO4J_dbms_security_procedures_unrestricted", "gds.*")
+        .with_env("NEO4J_dbms_security_procedures_allowlist", "gds.*")
+        .with_env("NEO4J_gds_arrow_enabled", "true")
+        .with_env("NEO4J_gds_arrow_listen__address", "0.0.0.0")
+        .with_exposed_ports(7687, 7474, 8491)
+    )
+    container.start()
+
+    yield container
+
+    container.stop()
+
+
+@pytest.fixture(scope="module")
+def driver(neo4j):
+    driver = neo4j.get_driver()
+
+    yield driver
+
+    driver.close()
+
+
+@pytest.fixture(scope="module")
+def arrow_client_factory(neo4j, driver) -> Callable[[str], Neo4jArrowClient]:
+    def _arrow_client_factory(graph_name: str) -> Neo4jArrowClient:
+        return Neo4jArrowClient(
+            neo4j.get_container_host_ip(),
+            graph=graph_name,
+            user=neo4j.NEO4J_USER,
+            password=neo4j.NEO4J_ADMIN_PASSWORD,
+            port=int(neo4j.get_exposed_port(8491)),
+            tls=False,
+            proc_names=neo4j_arrow._client.procedure_names(gds_version(driver)),
+        )
+
+    return _arrow_client_factory
+
+
+@pytest.fixture(autouse=True)
+def setup(driver, arrow_client_factory):
+    with driver.session() as session:
+        session.run("CREATE OR REPLACE DATABASE neo4j WAIT").consume()
+
+    yield
diff --git a/tests/integration/test_write.py b/tests/integration/test_write.py
new file mode 100644
index 0000000..14f3518
--- /dev/null
+++ b/tests/integration/test_write.py
@@ -0,0 +1,220 @@
+import pyarrow
+
+from neo4j_arrow.model import Graph, Node, Edge
+
+user_count = 10
+user_id_base = 1000
+user_node_id_base = 0
+question_count = 20
+question_id_base = 2000
+question_node_id_base = 100
+answer_count = 40
+answer_id_base = 3000
+answer_node_id_base = 200
+
+
+def graph_model() -> Graph:
+    return (
+        Graph(name="graph")
+        .with_node(Node(source="users", label_field="label", key_field="node_id", id="real_id"))
+        .with_node(Node(source="questions", label_field="label", key_field="node_id", id="real_id"))
+        .with_node(Node(source="answers", label_field="label", key_field="node_id", id="real_id"))
+        .with_edge(
+            Edge(source="questions", type_field="asked_by_type", source_field="node_id", target_field="user_node_id")
+        )
+        .with_edge(
+            Edge(source="answers", type_field="answer_for", source_field="node_id", target_field="question_node_id")
+        )
+    )
+
+
+def users_table() -> pyarrow.Table:
+    node_ids = [user_node_id_base + seq for seq in range(0, user_count)]
+    names = ["node_id", "id", "user_name", "full_name", "label"]
+    node_ids_data = pyarrow.array(list(node_ids))
+    ids_data = pyarrow.array([seq + user_id_base for seq in node_ids])
+    user_names_data = pyarrow.array([f"user_{seq + user_id_base}" for seq in node_ids])
+    full_name_data = pyarrow.array([f"full_{seq + user_id_base} name_{seq + user_id_base}" for seq in node_ids])
+    labels_data = pyarrow.array(["User" for _ in node_ids])
+
+    result = pyarrow.Table.from_arrays(
+        [node_ids_data, ids_data, user_names_data, full_name_data, labels_data], names=names
+    ).replace_schema_metadata({"_table": "users"})
+
+    return result
+
+
+def questions_table() -> pyarrow.Table:
+    node_ids = [question_node_id_base + seq for seq in range(0, question_count)]
+    names = ["node_id", "id", "text", "user_id", "user_node_id", "label", "asked_by_type"]
+    node_ids_data = pyarrow.array(list(node_ids))
+    ids_data = pyarrow.array([seq + question_id_base for seq in node_ids])
+    text_data = pyarrow.array([f"question {seq}" for seq in node_ids])
+    user_id_data = pyarrow.array([seq % user_count + user_id_base for seq in node_ids])
+    user_node_id_data = pyarrow.array([seq % user_count + user_node_id_base for seq in node_ids])
+    label_data = pyarrow.array(["Question" for _ in node_ids])
+    asked_by_type = pyarrow.array(["ASKED_BY" for _ in node_ids])
+
+    result = pyarrow.Table.from_arrays(
+        [node_ids_data, ids_data, text_data, user_id_data, user_node_id_data, label_data, asked_by_type], names=names
+    ).replace_schema_metadata({"_table": "questions"})
+
+    return result
+
+
+def answers_table() -> pyarrow.Table:
+    node_ids = [answer_node_id_base + seq for seq in range(0, answer_count)]
+    names = [
+        "node_id",
+        "id",
+        "question_id",
+        "user_id",
+        "text",
+        "question_node_id",
+        "user_node_id",
+        "label",
+        "authored_by_type",
+        "answer_for_type",
+    ]
+    node_ids_data = pyarrow.array(list(node_ids))
+    ids_data = pyarrow.array([seq + answer_id_base for seq in node_ids])
+    question_id_data = pyarrow.array([seq % question_count + question_id_base for seq in node_ids])
+    user_id_data = pyarrow.array([seq % user_count + user_id_base for seq in node_ids])
+    text_data = pyarrow.array(
+        [f"answer {seq + answer_id_base} for question {seq % question_count + question_id_base}" for seq in node_ids]
+    )
+    question_node_id_data = pyarrow.array([seq % question_count + question_node_id_base for seq in node_ids])
+    user_node_id_data = pyarrow.array([seq % user_count + user_node_id_base for seq in node_ids])
+    label_data = pyarrow.array(["Answer" for _ in node_ids])
+    authored_by_type_data = pyarrow.array(["AUTHORED_BY" for _ in node_ids])
+    answer_for_type_data = pyarrow.array(["ANSWER_FOR" for _ in node_ids])
+
+    result = pyarrow.Table.from_arrays(
+        [
+            node_ids_data,
+            ids_data,
+            question_id_data,
+            user_id_data,
+            text_data,
+            question_node_id_data,
+            user_node_id_data,
+            label_data,
+            authored_by_type_data,
+            answer_for_type_data,
+        ],
+        names=names,
+    ).replace_schema_metadata({"_table": "answers"})
+
+    return result
+
+
+def test_write_nodes_only(driver, arrow_client_factory):
+    users = users_table()
+    model = graph_model()
+
+    # send data
+    graph_name = "user_graph"
+    arrow_client = arrow_client_factory(graph_name)
+    arrow_client.start_create_graph()
+    arrow_client.write_nodes(users, model, "_table")
+    arrow_client.nodes_done()
+    arrow_client.edges_done()
+
+    # assert what we have
+    with driver.session() as session:
+        result = session.run(
+            "CALL gds.graph.list() YIELD graphName, nodeCount, relationshipCount "
+            + "WITH * WHERE graphName = $graph_name RETURN *",
+            graph_name=graph_name,
+        ).fetch(1)
+
+        assert len(result) == 1
+        assert result[0]["graphName"] == graph_name
+        assert result[0]["nodeCount"] == user_count
+        assert result[0]["relationshipCount"] == 0
+
+
+def test_write_nodes_and_rels(driver, arrow_client_factory):
+    users = users_table()
+    questions = questions_table()
+    model = graph_model()
+
+    # send data
+    graph_name = "user_and_questions_graph"
+    arrow_client = arrow_client_factory(graph_name)
+    arrow_client.start_create_graph()
+    arrow_client.write_nodes(users, model, "_table")
+    arrow_client.write_nodes(questions, model, "_table")
+    arrow_client.nodes_done()
+    arrow_client.write_edges(questions, model, "_table")
+    arrow_client.edges_done()
+
+    # assert what we have
+    with driver.session() as session:
+        result = session.run(
+            "CALL gds.graph.list() YIELD graphName, nodeCount, relationshipCount "
+            + "WITH * WHERE graphName = $graph_name RETURN *",
+            graph_name=graph_name,
+        ).fetch(1)
+
+        assert len(result) == 1
+        assert result[0]["graphName"] == graph_name
+        assert result[0]["nodeCount"] == user_count + question_count
+        assert result[0]["relationshipCount"] == question_count
+
+
+def test_write_whole_graph(driver, arrow_client_factory):
+    users = users_table()
+    questions = questions_table()
+    answers = answers_table()
+    model = graph_model()
+
+    # send data
+    graph_name = "whole_graph"
+    arrow_client = arrow_client_factory(graph_name)
+    arrow_client.start_create_graph()
+    arrow_client.write_nodes(users, model, "_table")
+    arrow_client.write_nodes(questions, model, "_table")
+    arrow_client.write_nodes(answers, model, "_table")
+    arrow_client.nodes_done()
+    arrow_client.write_edges(questions, model, "_table")
+    arrow_client.write_edges(answers, model, "_table")
+    arrow_client.edges_done()
+
+    # assert what we have
+    with driver.session() as session:
+        result = session.run(
+            "CALL gds.graph.list() YIELD graphName, nodeCount, relationshipCount "
+            + "WITH * WHERE graphName = $graph_name RETURN *",
+            graph_name=graph_name,
+        ).fetch(1)
+
+        assert len(result) == 1
+        assert result[0]["graphName"] == graph_name
+        assert result[0]["nodeCount"] == user_count + question_count + answer_count
+        assert result[0]["relationshipCount"] == question_count + answer_count
+
+
+def test_read_graph(driver, arrow_client_factory):
+    # construct a graph
+    test_write_whole_graph(driver, arrow_client_factory)
+
+    # read data
+    arrow_client = arrow_client_factory("whole_graph")
+    users = list(arrow_client.read_nodes(properties=["real_id"], labels=["User"], concurrency=1))
+    questions = list(arrow_client.read_nodes(properties=["real_id"], labels=["Question"], concurrency=1))
+    answers = list(arrow_client.read_nodes(properties=["real_id"], labels=["Answer"], concurrency=1))
+
+    assert len(users) == 1
+    assert users[0].num_rows == user_count
+    assert len(questions) == 1
+    assert questions[0].num_rows == question_count
+    assert len(answers) == 1
+    assert answers[0].num_rows == answer_count
+
+    asked_by = list(arrow_client.read_edges(relationship_types=["ASKED_BY"], concurrency=1))
+    answer_for = list(arrow_client.read_edges(relationship_types=["ANSWER_FOR"], concurrency=1))
+    assert len(asked_by) == 1
+    assert asked_by[0].num_rows == question_count
+    assert len(answer_for) == 1
+    assert answer_for[0].num_rows == answer_count
diff --git a/tests/__init__.py b/tests/unit/__init__.py
similarity index 100%
rename from tests/__init__.py
rename to tests/unit/__init__.py
diff --git a/tests/test_client.py b/tests/unit/test_client.py
similarity index 100%
rename from tests/test_client.py
rename to tests/unit/test_client.py
diff --git a/tests/test_model.py b/tests/unit/test_model.py
similarity index 53%
rename from tests/test_model.py
rename to tests/unit/test_model.py
index 2433e9f..842c4e1 100644
--- a/tests/test_model.py
+++ b/tests/unit/test_model.py
@@ -1,4 +1,6 @@
-from neo4j_arrow.model import Graph, Node, Edge
+import pytest
+
+from neo4j_arrow.model import Graph, Node, Edge, ValidationError
 
 
 def test_json_serde():
@@ -123,3 +125,62 @@ def test_retrieving_by_pattern():
     assert g.node_for_src("beta.csv") is not None
     assert g.node_for_src("alpha") is None
     assert g.edge_for_src("r_0001.csv") is not None
+
+
+def test_node_validate():
+    with pytest.raises(ValidationError, match="^source must be provided in"):
+        Node(source="", key_field="id").validate()
+
+    with pytest.raises(ValidationError, match="^key_field must be provided in"):
+        Node(source="my_table", key_field="").validate()
+
+    with pytest.raises(ValidationError, match="^either label or label_field must be provided in"):
+        Node(source="my_table", key_field="id").validate()
+
+    with pytest.raises(ValidationError, match="^use of label and label_field at the same time is not allowed in"):
+        Node(source="my_table", key_field="id", label="label", label_field="label_field").validate()
+
+    Node(source="my_table", key_field="id", label="my_label").validate()
+    Node(source="my_table", key_field="id", label_field="my_label_field").validate()
+
+
+def test_edge_validate():
+    with pytest.raises(ValidationError, match="^source must be provided in"):
+        Edge(source="", source_field="", target_field="").validate()
+
+    with pytest.raises(ValidationError, match="^source_field must be provided in"):
+        Edge(source="source", source_field="", target_field="").validate()
+
+    with pytest.raises(ValidationError, match="^target_field must be provided in"):
+        Edge(source="source", source_field="source", target_field="").validate()
+
+    with pytest.raises(ValidationError, match="^either type or type_field must be provided in"):
+        Edge(source="source", source_field="source", target_field="target").validate()
+
+    with pytest.raises(ValidationError, match="^use of type and type_field at the same time is not allowed in"):
+        Edge(
+            source="source", source_field="source", target_field="target", edge_type="type", type_field="type_field"
+        ).validate()
+
+    with pytest.raises(ValidationError, match="^use of type and type_field at the same time is not allowed in"):
+        Edge(
+            source="source", source_field="source", target_field="target", type="type", type_field="type_field"
+        ).validate()
+
+    Edge(source="source", source_field="source_id", target_field="target_id", type="rel_type").validate()
+    Edge(source="source", source_field="source_id", target_field="target_id", edge_type="rel_type").validate()
+    Edge(source="source", source_field="source_id", target_field="target_id", type_field="type_field").validate()
+
+
+def test_model_validate():
+    with pytest.raises(ValidationError, match="either label or label_field must be provided in"):
+        Graph(name="graph", db="db").with_node(Node(source="node", key_field="id")).validate()
+
+    with pytest.raises(ValidationError, match="either type or type_field must be provided in"):
+        Graph(name="graph", db="db").with_edge(
+            Edge(source="edge", source_field="source_id", target_field="target_id")
+        ).validate()
+
+    Graph(name="graph", db="db").with_node(Node(source="node", key_field="id", label_field="label")).with_edge(
+        Edge(source="edge", source_field="source_id", target_field="target_id", type_field="type")
+    ).validate()
diff --git a/tox.ini b/tox.ini
index 35b34ad..6d3fa71 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,11 +1,36 @@
 [tox]
-envlist = py{39,310,311}-pyarrow{10,11,12,13,14}, py{312}-pyarrow{14}
+env_list = py{39,310,311}-pyarrow{10,11,12,13,14}-unit, py{312}-pyarrow{14}-unit, py{39,310,311,312}-neo4j{4.4,5}-integration
 
 [testenv]
 deps =
-     pytest
-     pyarrow10: pyarrow >= 10.0, < 11.0
-     pyarrow11: pyarrow >= 11.0, < 12.0
-     pyarrow12: pyarrow >= 12.0, < 13.0
-     pyarrow13: pyarrow >= 13.0, < 14.0
-     pyarrow14: pyarrow >= 14.0, < 15.0
+    pytest
+    neo4j
+    testcontainers
+    pyarrow10: pyarrow >= 10.0, < 11.0
+    pyarrow11: pyarrow >= 11.0, < 12.0
+    pyarrow12: pyarrow >= 12.0, < 13.0
+    pyarrow13: pyarrow >= 13.0, < 14.0
+    pyarrow14: pyarrow >= 14.0, < 15.0
+warn_args =
+    py{39,310,311,312}: -W error
+commands =
+    unit: python -m pytest {[testenv]warn_args} -v {posargs} tests/unit
+    integration: python -m pytest -v {posargs} tests/integration
+
+[testenv:py{39,310,311}-pyarrow{10,11,12,13,14}-unit]
+labels = unit
+
+[testenv:py{312}-pyarrow{14}-unit]
+labels = unit
+
+[testenv:py{39,310,311,312}-neo4j{4.4,5}-integration]
+labels = integration
+pass_env = GDS_LICENSE_FILE
+
+[testenv:py{39,310,311,312}-neo4j4.4-integration]
+set_env =
+    NEO4J_IMAGE = neo4j:4.4-enterprise
+
+[testenv:py{39,310,311,312}-neo4j5-integration]
+set_env =
+    NEO4J_IMAGE = neo4j:5-enterprise