diff --git a/.github/workflows/ci_workflow.yml b/.github/workflows/ci_workflow.yml
index d1bc44b..60b8e02 100644
--- a/.github/workflows/ci_workflow.yml
+++ b/.github/workflows/ci_workflow.yml
@@ -3,7 +3,12 @@
 
 name: Test tap-gitlab
 
-on: [push]
+on:
+  # Run on all pull requests and on pushes to master.
+  pull_request:
+  push:
+    branches:
+      - main
 
 jobs:
   linting:
@@ -15,15 +20,15 @@ jobs:
         python-version: [3.9]
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install Poetry
       uses: snok/install-poetry@v1
       with:
-        version: 1.1.13
+        version: 1.2.2
     - name: Install dependencies
       run: |
         poetry install
@@ -40,18 +45,18 @@ jobs:
       TAP_GITLAB_PROJECTS: meltano/demo-project
     strategy:
       matrix:
-        python-version: [3.7, 3.8, 3.9]
+        python-version: [3.7, 3.8, 3.9, "3.10"]
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install Poetry
       uses: snok/install-poetry@v1
       with:
-        version: 1.1.11
+        version: 1.2.2
     - name: Install dependencies
       run: |
         poetry install
diff --git a/README.md b/README.md
index f2d7fd6..43f4f95 100644
--- a/README.md
+++ b/README.md
@@ -9,6 +9,7 @@ Built with the [Meltano SDK](https://sdk.meltano.com) for Singer Taps and Target
 - This repository's default branch (`legacy-stable`) is kept for compatibility reasons but is no longer under active development.
 - New development is being performed against the `main` branch, which is based on a port to the Meltano SDK in Pull Request #65.
 - For a stable experience, users of this tap should begin pinning their installations to a specific [release](https://github.com/MeltanoLabs/tap-gitlab/releases) instead of branch references. More instructions are provided within the `README.md` of the `main` branch.
+- Release 1.2.0 introduces **breaking changes** in the state management of the tap: streams now use numeric ids to track projects and groups to better handle changes in names. If you have bookmarks from a previous version, they will become invalid, meaning the tap will restart streams "from the beginning" the first time you run on this release.
 
 ## Capabilities
 
diff --git a/poetry.lock b/poetry.lock
index 790b490..85fbc26 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -8,7 +8,7 @@ python-versions = "*"
 
 [[package]]
 name = "atomicwrites"
-version = "1.4.0"
+version = "1.4.1"
 description = "Atomic file writes."
 category = "dev"
 optional = false
@@ -16,40 +16,40 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "attrs"
-version = "21.4.0"
+version = "22.1.0"
 description = "Classes Without Boilerplate"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.5"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"]
+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
+tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"]
+tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "backoff"
-version = "1.8.0"
+version = "2.2.1"
 description = "Function decoration for backoff and retry"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.7,<4.0"
 
 [[package]]
 name = "black"
-version = "22.3.0"
+version = "22.10.0"
 description = "The uncompromising code formatter."
 category = "dev"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7"
 
 [package.dependencies]
 click = ">=8.0.0"
 mypy-extensions = ">=0.4.3"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
 typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
 typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
@@ -61,27 +61,28 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "cattrs"
-version = "1.10.0"
+version = "22.2.0"
 description = "Composable complex class support for attrs and dataclasses."
 category = "main"
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = ">=3.7"
 
 [package.dependencies]
 attrs = ">=20"
-typing_extensions = {version = "*", markers = "python_version >= \"3.7\" and python_version < \"3.8\""}
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+typing_extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "certifi"
-version = "2021.10.8"
+version = "2022.9.24"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "cffi"
-version = "1.15.0"
+version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
 category = "main"
 optional = false
@@ -92,22 +93,14 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
-version = "2.0.12"
+version = "2.1.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
 optional = false
-python-versions = ">=3.5.0"
+python-versions = ">=3.6.0"
 
 [package.extras]
-unicode_backport = ["unicodedata2"]
-
-[[package]]
-name = "ciso8601"
-version = "2.2.0"
-description = "Fast ISO8601 date time parser for Python written in C"
-category = "main"
-optional = false
-python-versions = "*"
+unicode-backport = ["unicodedata2"]
 
 [[package]]
 name = "click"
@@ -123,7 +116,7 @@ importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "colorama"
-version = "0.4.4"
+version = "0.4.5"
 description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
@@ -131,7 +124,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "cryptography"
-version = "3.4.8"
+version = "38.0.1"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 category = "main"
 optional = false
@@ -142,11 +135,11 @@ cffi = ">=1.12"
 
 [package.extras]
 docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx-rtd-theme"]
-docstest = ["doc8", "pyenchant (>=1.6.11)", "twine (>=1.12.0)", "sphinxcontrib-spelling (>=4.0.1)"]
+docstest = ["pyenchant (>=1.6.11)", "sphinxcontrib-spelling (>=4.0.1)", "twine (>=1.12.0)"]
 pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"]
 sdist = ["setuptools-rust (>=0.11.4)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["pytest (>=6.0)", "pytest-cov", "pytest-subtests", "pytest-xdist", "pretend", "iso8601", "pytz", "hypothesis (>=1.11.4,!=3.79.2)"]
+test = ["hypothesis (>=1.11.4,!=3.79.2)", "iso8601", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pytz"]
 
 [[package]]
 name = "decorator"
@@ -158,52 +151,79 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "distlib"
-version = "0.3.4"
+version = "0.3.6"
 description = "Distribution utilities"
 category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "exceptiongroup"
+version = "1.0.0rc9"
+description = "Backport of PEP 654 (exception groups)"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest (>=6)"]
+
 [[package]]
 name = "filelock"
-version = "3.6.0"
+version = "3.8.0"
 description = "A platform independent file lock."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
-testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
+docs = ["furo (>=2022.6.21)", "sphinx (>=5.1.1)", "sphinx-autodoc-typehints (>=1.19.1)"]
+testing = ["covdefaults (>=2.2)", "coverage (>=6.4.2)", "pytest (>=7.1.2)", "pytest-cov (>=3)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "flake8"
-version = "3.9.2"
+version = "5.0.4"
 description = "the modular source code checker: pep8 pyflakes and co"
 category = "dev"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+python-versions = ">=3.6.1"
 
 [package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-mccabe = ">=0.6.0,<0.7.0"
-pycodestyle = ">=2.7.0,<2.8.0"
-pyflakes = ">=2.3.0,<2.4.0"
+importlib-metadata = {version = ">=1.1.0,<4.3", markers = "python_version < \"3.8\""}
+mccabe = ">=0.7.0,<0.8.0"
+pycodestyle = ">=2.9.0,<2.10.0"
+pyflakes = ">=2.5.0,<2.6.0"
+
+[[package]]
+name = "fs"
+version = "2.4.16"
+description = "Python's filesystem abstraction layer"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+appdirs = ">=1.4.3,<1.5.0"
+setuptools = "*"
+six = ">=1.10,<2.0"
+
+[package.extras]
+scandir = ["scandir (>=1.5,<2.0)"]
 
 [[package]]
 name = "greenlet"
-version = "1.1.2"
+version = "1.1.3.post0"
 description = "Lightweight in-process concurrent programming"
 category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 
 [package.extras]
-docs = ["sphinx"]
+docs = ["Sphinx"]
 
 [[package]]
 name = "idna"
-version = "3.3"
+version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
 category = "main"
 optional = false
@@ -211,20 +231,34 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "importlib-metadata"
-version = "4.11.3"
+version = "4.2.0"
 description = "Read metadata from Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6"
 
 [package.dependencies]
 typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
-perf = ["ipython"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
+docs = ["jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "sphinx"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pep517", "pyfakefs", "pytest (>=4.6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy"]
+
+[[package]]
+name = "importlib-resources"
+version = "5.10.0"
+description = "Read resources from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[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)"]
+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)"]
 
 [[package]]
 name = "inflection"
@@ -251,18 +285,18 @@ optional = false
 python-versions = ">=3.6.1,<4.0"
 
 [package.extras]
-pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
-requirements_deprecated_finder = ["pipreqs", "pip-api"]
 colors = ["colorama (>=0.4.3,<0.5.0)"]
+pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
 plugins = ["setuptools"]
+requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "joblib"
-version = "1.1.0"
+version = "1.2.0"
 description = "Lightweight pipelining with Python functions"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "jsonpath-ng"
@@ -279,33 +313,35 @@ six = "*"
 
 [[package]]
 name = "jsonschema"
-version = "3.2.0"
+version = "4.16.0"
 description = "An implementation of JSON Schema validation for Python"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
 [package.dependencies]
 attrs = ">=17.4.0"
 importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-pyrsistent = ">=0.14.0"
-six = ">=1.11.0"
+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
+pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
-format = ["idna", "jsonpointer (>1.13)", "rfc3987", "strict-rfc3339", "webcolors"]
-format_nongpl = ["idna", "jsonpointer (>1.13)", "webcolors", "rfc3986-validator (>0.1.0)", "rfc3339-validator"]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
 [[package]]
 name = "mccabe"
-version = "0.6.1"
+version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "memoization"
-version = "0.3.2"
+version = "0.4.0"
 description = "A powerful caching library for Python, with TTL support and multiple algorithm options. (https://github.com/lonelyenvoy/python-memoization)"
 category = "main"
 optional = false
@@ -313,21 +349,22 @@ python-versions = ">=3, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
 
 [[package]]
 name = "mypy"
-version = "0.910"
+version = "0.981"
 description = "Optional static typing for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.7"
 
 [package.dependencies]
-mypy-extensions = ">=0.4.3,<0.5.0"
-toml = "*"
-typed-ast = {version = ">=1.4.0,<1.5.0", markers = "python_version < \"3.8\""}
-typing-extensions = ">=3.7.4"
+mypy-extensions = ">=0.4.3"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typed-ast = {version = ">=1.4.0,<2", markers = "python_version < \"3.8\""}
+typing-extensions = ">=3.10"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
-python2 = ["typed-ast (>=1.4.0,<1.5.0)"]
+python2 = ["typed-ast (>=1.4.0,<2)"]
+reports = ["lxml"]
 
 [[package]]
 name = "mypy-extensions"
@@ -350,11 +387,11 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
 [[package]]
 name = "pathspec"
-version = "0.9.0"
+version = "0.10.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+python-versions = ">=3.7"
 
 [[package]]
 name = "pendulum"
@@ -369,23 +406,12 @@ python-dateutil = ">=2.6,<3.0"
 pytzdata = ">=2020.1"
 
 [[package]]
-name = "pipelinewise-singer-python"
-version = "1.2.0"
-description = "Singer.io utility library - PipelineWise compatible"
+name = "pkgutil-resolve-name"
+version = "1.3.10"
+description = "Resolve a name to an object."
 category = "main"
 optional = false
-python-versions = "*"
-
-[package.dependencies]
-backoff = "1.8.0"
-ciso8601 = "*"
-jsonschema = "3.2.0"
-python-dateutil = ">=2.6.0"
-pytz = "<2021.0"
-simplejson = "3.11.1"
-
-[package.extras]
-dev = ["pylint", "ipython", "ipdb", "nose"]
+python-versions = ">=3.6"
 
 [[package]]
 name = "platformdirs"
@@ -396,8 +422,8 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
-test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
+docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx (>=4)", "sphinx-autodoc-typehints (>=1.12)"]
+test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
 
 [[package]]
 name = "pluggy"
@@ -432,11 +458,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "pycodestyle"
-version = "2.7.0"
+version = "2.9.1"
 description = "Python style guide checker"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "pycparser"
@@ -462,36 +488,36 @@ toml = ["toml"]
 
 [[package]]
 name = "pyflakes"
-version = "2.3.1"
+version = "2.5.0"
 description = "passive checker of Python programs"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "pyjwt"
-version = "2.3.0"
+version = "2.5.0"
 description = "JSON Web Token implementation in Python"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
-crypto = ["cryptography (>=3.3.1)"]
-dev = ["sphinx", "sphinx-rtd-theme", "zope.interface", "cryptography (>=3.3.1)", "pytest (>=6.0.0,<7.0.0)", "coverage[toml] (==5.0.4)", "mypy", "pre-commit"]
-docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
-tests = ["pytest (>=6.0.0,<7.0.0)", "coverage[toml] (==5.0.4)"]
+crypto = ["cryptography (>=3.3.1)", "types-cryptography (>=3.3.21)"]
+dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.3.1)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "types-cryptography (>=3.3.21)", "zope.interface"]
+docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
+tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.0.8"
+version = "3.0.9"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 category = "dev"
 optional = false
 python-versions = ">=3.6.8"
 
 [package.extras]
-diagrams = ["railroad-diagrams", "jinja2"]
+diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pyrsistent"
@@ -538,7 +564,7 @@ six = ">=1.5"
 name = "python-dotenv"
 version = "0.20.0"
 description = "Read key-value pairs from a .env file and set them as environment variables"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 
@@ -547,7 +573,7 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "pytz"
-version = "2020.5"
+version = "2022.5"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
@@ -571,82 +597,102 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "requests"
-version = "2.27.1"
+version = "2.28.1"
 description = "Python HTTP for Humans."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = ">=3.7, <4"
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = {version = ">=2.0.0,<2.1.0", markers = "python_version >= \"3\""}
-idna = {version = ">=2.5,<4", markers = "python_version >= \"3\""}
+charset-normalizer = ">=2,<3"
+idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
-socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
-use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-cache"
-version = "0.9.4"
+version = "0.9.6"
 description = "A transparent persistent cache for the requests library"
 category = "main"
 optional = false
 python-versions = ">=3.7,<4.0"
 
 [package.dependencies]
-appdirs = ">=1.4.4,<2.0.0"
-attrs = ">=21.2,<22.0"
-cattrs = ">=1.8,<2.0"
-requests = ">=2.22,<3.0"
-url-normalize = ">=1.4,<2.0"
-urllib3 = ">=1.25.5,<2.0.0"
+appdirs = ">=1.4.4"
+attrs = ">=21.2"
+cattrs = ">=1.8"
+requests = ">=2.22"
+url-normalize = ">=1.4"
+urllib3 = ">=1.25.5"
 
 [package.extras]
-dynamodb = ["boto3 (>=1.15,<2.0)", "botocore (>=1.18,<2.0)"]
-all = ["boto3 (>=1.15,<2.0)", "botocore (>=1.18,<2.0)", "pymongo (>=3)", "redis (>=3)", "itsdangerous (>=2.0,<3.0)", "pyyaml (>=5.4)", "ujson (>=4.0)"]
+all = ["boto3 (>=1.15)", "botocore (>=1.18)", "itsdangerous (>=2.0)", "pymongo (>=3)", "pyyaml (>=5.4)", "redis (>=3)", "ujson (>=4.0)"]
+bson = ["bson (>=0.5)"]
+docs = ["furo (>=2021.9.8)", "linkify-it-py (>=1.0.1,<2.0.0)", "myst-parser (>=0.15.1,<0.16.0)", "sphinx (==4.3.0)", "sphinx-autodoc-typehints (>=1.11,<2.0)", "sphinx-automodapi (>=0.13,<0.15)", "sphinx-copybutton (>=0.3,<0.5)", "sphinx-inline-tabs (>=2022.1.2b11)", "sphinx-notfound-page (>=0.8)", "sphinx-panels (>=0.6,<0.7)", "sphinxcontrib-apidoc (>=0.3,<0.4)"]
+dynamodb = ["boto3 (>=1.15)", "botocore (>=1.18)"]
+json = ["ujson (>=4.0)"]
 mongodb = ["pymongo (>=3)"]
 redis = ["redis (>=3)"]
-bson = ["bson (>=0.5)"]
-security = ["itsdangerous (>=2.0,<3.0)"]
+security = ["itsdangerous (>=2.0)"]
 yaml = ["pyyaml (>=5.4)"]
-json = ["ujson (>=4.0)"]
-docs = ["furo (>=2021.9.8)", "linkify-it-py (>=1.0.1,<2.0.0)", "myst-parser (>=0.15.1,<0.16.0)", "sphinx (==4.3.0)", "sphinx-autodoc-typehints (>=1.11,<2.0)", "sphinx-automodapi (>=0.13,<0.15)", "sphinx-copybutton (>=0.3,<0.5)", "sphinx-inline-tabs (>=2022.1.2b11)", "sphinx-notfound-page", "sphinx-panels (>=0.6,<0.7)", "sphinxcontrib-apidoc (>=0.3,<0.4)"]
+
+[[package]]
+name = "setuptools"
+version = "65.5.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "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", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "simplejson"
-version = "3.11.1"
+version = "3.17.6"
 description = "Simple, fast, extensible JSON encoder/decoder for Python"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=2.5, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "singer-sdk"
-version = "0.4.8"
+version = "0.12.0"
 description = "A framework for building Singer taps"
 category = "main"
 optional = false
 python-versions = ">=3.7.1,<3.11"
 
 [package.dependencies]
-backoff = ">=1.8.0,<2.0"
+backoff = ">=2.0.0,<3.0"
 click = ">=8.0,<9.0"
-cryptography = ">=3.4.6,<4.0.0"
+cryptography = ">=3.4.6,<39.0.0"
+fs = ">=2.4.16,<3.0.0"
 importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+importlib-resources = {version = ">=5.9.0,<6.0.0", markers = "python_version < \"3.9\""}
 inflection = ">=0.5.1,<0.6.0"
 joblib = ">=1.0.1,<2.0.0"
 jsonpath-ng = ">=1.5.3,<2.0.0"
-memoization = ">=0.3.2,<0.4.0"
+jsonschema = ">=4.16.0,<5.0.0"
+memoization = ">=0.3.2,<0.5.0"
 pendulum = ">=2.1.0,<3.0.0"
-pipelinewise-singer-python = "1.2.0"
-PyJWT = ">=2.3,<3.0"
+PyJWT = ">=2.4,<3.0"
+python-dotenv = ">=0.20,<0.22"
+pytz = ">=2022.2.1,<2023.0.0"
+PyYAML = ">=6.0,<7.0"
 requests = ">=2.25.1,<3.0.0"
+simplejson = ">=3.17.6,<4.0.0"
 sqlalchemy = ">=1.4,<2.0"
+typing-extensions = ">=4.2.0,<5.0.0"
 
 [package.extras]
-docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinx-copybutton (>=0.3.1,<0.4.0)", "myst-parser (>=0.17.0,<0.18.0)"]
+docs = ["myst-parser (>=0.17.2,<0.19.0)", "sphinx (>=4.5,<6.0)", "sphinx-autobuild (>=2021.3.14,<2022.0.0)", "sphinx-copybutton (>=0.3.1,<0.6.0)", "sphinx-rtd-theme (>=0.5.2,<1.1.0)"]
 
 [[package]]
 name = "six"
@@ -666,7 +712,7 @@ python-versions = "*"
 
 [[package]]
 name = "sqlalchemy"
-version = "1.4.36"
+version = "1.4.42"
 description = "Database Abstraction Library"
 category = "main"
 optional = false
@@ -677,25 +723,25 @@ greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platfo
 importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
-aiomysql = ["greenlet (!=0.4.17)", "aiomysql"]
-aiosqlite = ["typing_extensions (!=3.10.0.1)", "greenlet (!=0.4.17)", "aiosqlite"]
+aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
-asyncmy = ["greenlet (!=0.4.17)", "asyncmy (>=0.2.3,!=0.2.4)"]
-mariadb_connector = ["mariadb (>=1.0.1)"]
+asyncmy = ["asyncmy (>=0.2.3,!=0.2.4)", "greenlet (!=0.4.17)"]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2)"]
 mssql = ["pyodbc"]
-mssql_pymssql = ["pymssql"]
-mssql_pyodbc = ["pyodbc"]
-mypy = ["sqlalchemy2-stubs", "mypy (>=0.910)"]
-mysql = ["mysqlclient (>=1.4.0,<2)", "mysqlclient (>=1.4.0)"]
-mysql_connector = ["mysql-connector-python"]
-oracle = ["cx_oracle (>=7,<8)", "cx_oracle (>=7)"]
+mssql-pymssql = ["pymssql"]
+mssql-pyodbc = ["pyodbc"]
+mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"]
+mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"]
+mysql-connector = ["mysql-connector-python"]
+oracle = ["cx_oracle (>=7)", "cx_oracle (>=7,<8)"]
 postgresql = ["psycopg2 (>=2.7)"]
-postgresql_asyncpg = ["greenlet (!=0.4.17)", "asyncpg"]
-postgresql_pg8000 = ["pg8000 (>=1.16.6)"]
-postgresql_psycopg2binary = ["psycopg2-binary"]
-postgresql_psycopg2cffi = ["psycopg2cffi"]
-pymysql = ["pymysql (<1)", "pymysql"]
-sqlcipher = ["sqlcipher3-binary"]
+postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
+postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
+postgresql-psycopg2binary = ["psycopg2-binary"]
+postgresql-psycopg2cffi = ["psycopg2cffi"]
+pymysql = ["pymysql", "pymysql (<1)"]
+sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "toml"
@@ -715,7 +761,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "tox"
-version = "3.25.0"
+version = "3.26.0"
 description = "tox is a generic virtualenv management and test command line tool"
 category = "dev"
 optional = false
@@ -729,24 +775,32 @@ packaging = ">=14"
 pluggy = ">=0.12.0"
 py = ">=1.4.17"
 six = ">=1.14.0"
-toml = ">=0.9.4"
+tomli = {version = ">=2.0.1", markers = "python_version >= \"3.7\" and python_version < \"3.11\""}
 virtualenv = ">=16.0.0,<20.0.0 || >20.0.0,<20.0.1 || >20.0.1,<20.0.2 || >20.0.2,<20.0.3 || >20.0.3,<20.0.4 || >20.0.4,<20.0.5 || >20.0.5,<20.0.6 || >20.0.6,<20.0.7 || >20.0.7"
 
 [package.extras]
 docs = ["pygments-github-lexers (>=0.0.5)", "sphinx (>=2.0.0)", "sphinxcontrib-autoprogram (>=0.1.5)", "towncrier (>=18.5.0)"]
-testing = ["flaky (>=3.4.0)", "freezegun (>=0.3.11)", "pytest (>=4.0.0)", "pytest-cov (>=2.5.1)", "pytest-mock (>=1.10.0)", "pytest-randomly (>=1.0.0)", "psutil (>=5.6.1)", "pathlib2 (>=2.3.3)"]
+testing = ["flaky (>=3.4.0)", "freezegun (>=0.3.11)", "pathlib2 (>=2.3.3)", "psutil (>=5.6.1)", "pytest (>=4.0.0)", "pytest-cov (>=2.5.1)", "pytest-mock (>=1.10.0)", "pytest-randomly (>=1.0.0)"]
 
 [[package]]
 name = "typed-ast"
-version = "1.4.3"
+version = "1.5.4"
 description = "a fork of Python 2 and 3 ast modules with type comment support"
 category = "dev"
 optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "types-python-dateutil"
+version = "2.8.19.2"
+description = "Typing stubs for python-dateutil"
+category = "dev"
+optional = false
 python-versions = "*"
 
 [[package]]
 name = "types-requests"
-version = "2.27.25"
+version = "2.28.11.2"
 description = "Typing stubs for requests"
 category = "dev"
 optional = false
@@ -757,7 +811,7 @@ types-urllib3 = "<1.27"
 
 [[package]]
 name = "types-urllib3"
-version = "1.26.14"
+version = "1.26.25.1"
 description = "Typing stubs for urllib3"
 category = "dev"
 optional = false
@@ -765,7 +819,7 @@ python-versions = "*"
 
 [[package]]
 name = "typing-extensions"
-version = "4.2.0"
+version = "4.4.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
@@ -784,52 +838,51 @@ six = "*"
 
 [[package]]
 name = "urllib3"
-version = "1.26.9"
+version = "1.26.12"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, <4"
 
 [package.extras]
-brotli = ["brotlicffi (>=0.8.0)", "brotli (>=1.0.9)", "brotlipy (>=0.6.0)"]
-secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
+brotli = ["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 = "virtualenv"
-version = "20.14.1"
+version = "20.16.2"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+python-versions = ">=3.6"
 
 [package.dependencies]
 distlib = ">=0.3.1,<1"
 filelock = ">=3.2,<4"
 importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 platformdirs = ">=2,<3"
-six = ">=1.9.0,<2"
 
 [package.extras]
 docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=21.3)"]
-testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)", "packaging (>=20.0)"]
+testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "packaging (>=20.0)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)"]
 
 [[package]]
 name = "zipp"
-version = "3.8.0"
+version = "3.9.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
+testing = ["flake8 (<5)", "func-timeout", "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)"]
 
 [metadata]
 lock-version = "1.1"
 python-versions = "<3.11,>=3.7.1"
-content-hash = "019a5f194954a53fc75c26f35d3bb9a9f0586f4f345ab2df89e22378002ac460"
+content-hash = "85f5c07bedd58c0fec9bb4fcf2534d2e7becfd1aaec329318227a1b7a1d7ad4c"
 
 [metadata.files]
 appdirs = [
@@ -837,211 +890,256 @@ appdirs = [
     {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
 ]
 atomicwrites = [
-    {file = "atomicwrites-1.4.0-py2.py3-none-any.whl", hash = "sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197"},
-    {file = "atomicwrites-1.4.0.tar.gz", hash = "sha256:ae70396ad1a434f9c7046fd2dd196fc04b12f9e91ffb859164193be8b6168a7a"},
+    {file = "atomicwrites-1.4.1.tar.gz", hash = "sha256:81b2c9071a49367a7f770170e5eec8cb66567cfbbc8c73d20ce5ca4a8d71cf11"},
 ]
 attrs = [
-    {file = "attrs-21.4.0-py2.py3-none-any.whl", hash = "sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4"},
-    {file = "attrs-21.4.0.tar.gz", hash = "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"},
+    {file = "attrs-22.1.0-py2.py3-none-any.whl", hash = "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"},
+    {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"},
 ]
 backoff = [
-    {file = "backoff-1.8.0-py2.py3-none-any.whl", hash = "sha256:d340bb6f36d025c04214b8925112d8456970e5f28dda46e4f1133bf5c622cb0a"},
-    {file = "backoff-1.8.0.tar.gz", hash = "sha256:c7187f15339e775aec926dc6e5e42f8a3ad7d3c2b9a6ecae7b535000f70cd838"},
+    {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
+    {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
 ]
 black = [
-    {file = "black-22.3.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:2497f9c2386572e28921fa8bec7be3e51de6801f7459dffd6e62492531c47e09"},
-    {file = "black-22.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5795a0375eb87bfe902e80e0c8cfaedf8af4d49694d69161e5bd3206c18618bb"},
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diff --git a/pyproject.toml b/pyproject.toml
index e8cb019..b6b23f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "tap-gitlab"
-version = "2.0.0-alpha3"
+version = "2.0.0"
 description = "`tap-gitlab` is a Singer tap for GitLab, built with the Meltano SDK for Singer Taps."
 authors = ["Meltano and Meltano Community"]
 keywords = [
@@ -12,19 +12,20 @@ license = "Apache 2.0"
 [tool.poetry.dependencies]
 python = "<3.11,>=3.7.1"
 requests = "^2.25.1"
-singer-sdk = "^0.4.4"
+singer-sdk = "^0.12.0"
 requests-cache = "^0.9.3"
 PyYAML = "^6.0"
 
 [tool.poetry.dev-dependencies]
 pytest = "^6.2.5"
 tox = "^3.24.4"
-flake8 = "^3.9.2"
-black = "^22.3.0"
+flake8 = "^5.0.4"
+black = "^22.10.0"
 pydocstyle = "^6.1.1"
-mypy = "^0.910"
-types-requests = "^2.26.1"
+mypy = "^0.981"
+types-requests = "^2.27.1"
 isort = "^5.10.1"
+types-python-dateutil = "^2.8.10"
 python-dotenv = "^0.20.0"
 
 [tool.isort]
diff --git a/tap_gitlab/client.py b/tap_gitlab/client.py
index f82c6f9..a467b59 100644
--- a/tap_gitlab/client.py
+++ b/tap_gitlab/client.py
@@ -6,17 +6,20 @@
 import urllib
 from datetime import datetime
 from pathlib import Path
-from typing import Any, Dict, List, Optional, Union, cast
-from urllib.parse import urlparse
+from typing import Any, Dict, Iterable, List, Optional, Union, cast
+from urllib.parse import parse_qs, urlparse
 
 import requests
+from dateutil.parser import parse
 from singer_sdk.authenticators import APIKeyAuthenticator
-from singer_sdk.streams import RESTStream
+from singer_sdk.helpers.jsonpath import extract_jsonpath
+from singer_sdk.streams import GraphQLStream, RESTStream
 
 API_TOKEN_KEY = "Private-Token"
 API_TOKEN_SETTING_NAME = "private_token"
 
-DEFAULT_API_URL = "https://gitlab.com/api/v4"
+DEFAULT_REST_API_URL = "https://gitlab.com/api/v4"
+DEFAULT_GRAPHQL_API_URL = "https://gitlab.com/api"
 
 SCHEMAS_DIR = Path(__file__).parent / Path("./schemas")
 
@@ -43,7 +46,7 @@ def url_base(self) -> str:
         'https://gitlab.com/api/v4' is equivalent to 'https://gitlab.com/api/v4/'.
         """
         # Remove trailing '/' from url base.
-        result = self.config.get("api_url", DEFAULT_API_URL).rstrip("/")
+        result = self.config.get("api_url", DEFAULT_REST_API_URL).rstrip("/")
 
         # If path part is not provided, append the v4 endpoint as default:
         # For example 'https://gitlab.com' => 'https://gitlab.com/api/v4'
@@ -57,7 +60,7 @@ def schema_filename(self) -> str:
         return f"{self.name}.json"
 
     @property
-    def schema_filepath(self) -> Path:
+    def schema_filepath(self) -> Optional[Path]:
         """Return the filepath for the stream's schema."""
         return SCHEMAS_DIR / self.schema_filename
 
@@ -144,18 +147,58 @@ def post_process(self, row: dict, context: Optional[dict] = None) -> Optional[di
 class ProjectBasedStream(GitLabStream):
     """Base class for streams that are keys based on project ID."""
 
-    state_partitioning_keys = ["project_path"]
+    state_partitioning_keys = ["project_id"]
+
+
+class NoSinceProjectBasedStream(ProjectBasedStream):
+    """Base class for streams lacking a "since" query parameter.
+
+    It includes logic to emulate a "since" query parameter, for
+    instance for notes streams (eg. issue notes, MR notes...).
+    """
+
+    def get_next_page_token(
+        self, response: requests.Response, previous_token: Optional[Any]
+    ) -> Optional[Any]:
+        """Emulate a "since" parameter for streams that do not support it.
+
+        Return a token for identifying next page or None if no more pages.
+        """
+        # extract the cutoff time from request parameters
+        request_parameters = parse_qs(str(urlparse(response.request.url).query))
+        # parse_qs interprets "+" as a space, revert this to keep an aware datetime
+        try:
+            cutoff = (
+                request_parameters[self.bookmark_param_name][0].replace(" ", "+")
+                if self.bookmark_param_name in request_parameters
+                else None
+            )
+        except IndexError:
+            cutoff = None
+
+        if cutoff is not None:
+            # get result items from response
+            resp_json = response.json()
+            results = resp_json
+            if len(results) == 0:
+                # gitlab API sometimes returns empty lists, no need to paginate further
+                return None
+            # if we receive items past the cutoff timestamp, we can stop paginating
+            if parse(results[-1][self.replication_key]) < parse(cutoff):
+                return None
+
+        return super().get_next_page_token(response, previous_token)
 
 
 class GroupBasedStream(GitLabStream):
     """Base class for streams that are keys based on group ID."""
 
-    state_partitioning_keys = ["group_path"]
+    state_partitioning_keys = ["group_id"]
 
     @property
     def partitions(self) -> List[dict]:
         """Return a list of partition key dicts (if applicable), otherwise None."""
-        if "{group_path}" in self.path:
+        if "{group_id}" in self.path:
             if "groups" not in self.config:
                 raise ValueError(
                     f"Missing `groups` setting which is required for the "
@@ -163,12 +206,33 @@ def partitions(self) -> List[dict]:
                 )
 
             return [
-                {"group_path": id}
-                for id in cast(list, self.config["groups"].split(" "))
+                {"group_id": id} for id in cast(list, self.config["groups"].split(" "))
             ]
 
         raise ValueError(
             "Could not detect partition type for Gitlab stream "
             f"'{self.name}' ({self.path}). "
-            "Expected a URL path containing '{project_path}' or '{group_path}'. "
+            "Expected a URL path containing '{project_path}' or '{group_id}'. "
         )
+
+
+class GitlabGraphQLStream(GraphQLStream, GitLabStream):
+    """Base class for graphql streams."""
+
+    @property
+    def url_base(self) -> str:
+        """Return the base url for graphql streams."""
+        base_url = self.config.get("graphql_api_url_base", DEFAULT_GRAPHQL_API_URL)
+        return f"{base_url}/graphql"
+
+    # the jsonpath under which to fetch the list of records from the graphql response
+    records_jsonpath: str = "$.data.[*]"  # type: ignore
+
+    def parse_response(self, response: requests.Response) -> Iterable[dict]:
+        """Parse the response and return an iterator of result rows.
+
+        .. _requests.Response:
+            https://docs.python-requests.org/en/latest/api/#requests.Response
+        """
+        resp_json = response.json()
+        yield from extract_jsonpath(self.records_jsonpath, input=resp_json)
diff --git a/tap_gitlab/schemas/commits.json b/tap_gitlab/schemas/commits.json
deleted file mode 100644
index e575b93..0000000
--- a/tap_gitlab/schemas/commits.json
+++ /dev/null
@@ -1,95 +0,0 @@
-{
-    "type": "object",
-    "properties": {
-        "id": {
-            "type": ["null", "string"]
-        },
-        "project_id": {
-            "type": ["null", "integer"]
-        },
-        "short_id": {
-            "type": ["null", "string"]
-        },
-        "title": {
-            "type": ["null", "string"]
-        },
-        "author_name": {
-            "type": ["null", "string"]
-        },
-        "author_email": {
-            "type": ["null", "string"]
-        },
-        "authored_date": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "committer_name": {
-            "type": ["null", "string"]
-        },
-        "committer_email": {
-            "type": ["null", "string"]
-        },
-        "committed_date": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "created_at": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "message": {
-            "type": ["null", "string"]
-        },
-        "allow_failure": {
-            "type": ["null", "boolean"]
-        },
-        "parent_ids": {
-            "anyOf": [
-                {
-                    "type": "array",
-                    "items": {
-                        "type": ["null", "string"]
-                    }
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "stats": {
-            "type": "object",
-            "properties": {
-                "additions": {
-                  "type": ["null", "integer"]
-                },
-                "deletions": {
-                  "type": ["null", "integer"]
-                },
-                "total": {
-                  "type": ["null", "integer"]
-                }
-            }
-        }
-    }
-}
diff --git a/tap_gitlab/schemas/group_projects.json b/tap_gitlab/schemas/group_projects.json
index d28d30b..ada6a6c 100644
--- a/tap_gitlab/schemas/group_projects.json
+++ b/tap_gitlab/schemas/group_projects.json
@@ -33,6 +33,9 @@
         "http_url_to_repo": {
             "type": ["null", "string"]
         },
+        "group_id": {
+            "type": ["null", "integer"]
+        },
         "id": {
             "type": ["null", "integer"]
         },
diff --git a/tap_gitlab/schemas/groups.json b/tap_gitlab/schemas/groups.json
index c2df496..3fc5800 100644
--- a/tap_gitlab/schemas/groups.json
+++ b/tap_gitlab/schemas/groups.json
@@ -1,6 +1,9 @@
 {
     "type": "object",
     "properties": {
+        "group_id": {
+            "type": ["null", "integer"]
+        },
         "id": {
             "type": ["null", "integer"]
         },
diff --git a/tap_gitlab/schemas/issues.json b/tap_gitlab/schemas/issues.json
deleted file mode 100644
index a97e170..0000000
--- a/tap_gitlab/schemas/issues.json
+++ /dev/null
@@ -1,131 +0,0 @@
-{
-    "type": "object",
-    "properties": {
-        "project_id": {
-            "type": ["null", "integer"]
-        },
-        "id": {
-            "type": ["null", "integer"]
-        },
-        "iid": {
-            "type": ["null", "integer"]
-        },
-        "milestone_id": {
-            "type": ["null", "integer"]
-        },
-        "epic_id": {
-            "type": ["null", "integer"]
-        },
-        "author_id": {
-            "type": ["null", "integer"]
-        },
-        "assignee_id": {
-            "type": ["null", "integer"]
-        },
-        "assignees": {
-            "type": "array",
-            "items": {
-                "type": ["null", "integer"]
-            }
-        },
-        "closed_by_id": {
-            "type": ["null", "integer"]
-        },
-        "title": {
-            "type": ["null", "string"]
-        },
-        "description": {
-            "type": ["null", "string"]
-        },
-        "state": {
-            "type": ["null", "string"]
-        },
-        "labels": {
-            "type": "array",
-            "items": {
-                "type": ["null", "string"]
-            }
-        },
-        "created_at": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "updated_at": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "closed_at": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "subscribed": {
-            "type": ["null", "boolean"]
-        },
-        "upvotes": {
-            "type": ["null", "integer"]
-        },
-        "downvotes": {
-            "type": ["null", "integer"]
-        },
-        "merge_requests_count": {
-            "type": ["null", "integer"]
-        },
-        "user_notes_count": {
-            "type": ["null", "integer"]
-        },
-        "due_date": {
-            "type": ["null", "string"]
-        },
-        "weight": {
-            "type": ["null", "integer"]
-        },
-        "web_url": {
-            "type": ["null", "string"]
-        },
-        "confidential": {
-            "type": ["null", "boolean"]
-        },
-        "discussion_locked": {
-            "type": ["null", "boolean"]
-        },
-        "has_tasks": {
-            "type": ["null", "boolean"]
-        },
-        "task_status": {
-            "type": ["null", "string"]
-        },
-        "time_estimate": {
-            "type": ["null", "integer"]
-        },
-        "total_time_spent": {
-            "type": ["null", "integer"]
-        },
-        "human_time_estimate": {
-            "type": ["null", "string"]
-        },
-        "human_total_time_spent": {
-            "type": ["null", "string"]
-        }   
-    }
-}
diff --git a/tap_gitlab/schemas/merge_requests.json b/tap_gitlab/schemas/merge_requests.json
deleted file mode 100644
index 567f6dc..0000000
--- a/tap_gitlab/schemas/merge_requests.json
+++ /dev/null
@@ -1,169 +0,0 @@
-{
-    "type": "object",
-    "properties": {
-        "id": {
-            "type": ["null", "integer"]
-        },
-        "iid": {
-            "type": ["null", "integer"]
-        },
-        "project_id": {
-            "type": ["null", "integer"]
-        },
-        "milestone_id": {
-            "type": ["null", "integer"]
-        },
-        "author_id": {
-            "type": ["null", "integer"]
-        },
-        "assignee_id": {
-            "type": ["null", "integer"]
-        },
-        "assignees": {
-            "type": "array",
-            "items": {
-                "type": ["null", "integer"]
-            }
-        },        
-        "reviewers": {
-            "type": "array",
-            "items": {
-                "type": ["null", "integer"]
-            }
-        },  
-        "merged_by_id": {
-            "type": ["null", "integer"]
-        },
-        "closed_by_id": {
-            "type": ["null", "integer"]
-        },
-        "created_at": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "updated_at": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "merged_at": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "closed_at": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "title": {
-            "type": ["null", "string"]
-        },
-        "description": {
-            "type": ["null", "string"]
-        },
-        "state": {
-            "type": ["null", "string"]
-        },
-        "target_project_id": {
-            "type": ["null", "integer"]
-        },
-        "target_branch": {
-            "type": ["null", "string"]
-        },
-        "source_project_id": {
-            "type": ["null", "integer"]
-        },
-        "source_branch": {
-            "type": ["null", "string"]
-        },
-        "upvotes": {
-            "type": ["null", "integer"]
-        },
-        "downvotes": {
-            "type": ["null", "integer"]
-        },
-        "labels": {
-            "type": "array",
-            "items": {
-                "type": ["null", "string"]
-            }
-        },
-        "work_in_progress": {
-            "type": ["null", "boolean"]
-        },
-        "merge_when_pipeline_succeeds": {
-            "type": ["null", "boolean"]
-        },
-        "merge_status": {
-            "type": ["null", "string"]
-        },
-        "has_conflicts": {
-            "type": ["null", "boolean"]
-        },
-        "sha": {
-            "type": ["null", "string"]
-        },
-        "squash_commit_sha": {
-            "type": ["null", "string"]
-        },
-        "user_notes_count": {
-            "type": ["null", "integer"]
-        },
-        "should_remove_source_branch": {
-            "type": ["null", "boolean"]
-        },
-        "force_remove_source_branch": {
-            "type": ["null", "boolean"]
-        },
-        "allow_collaboration": {
-            "type": ["null", "boolean"]
-        },
-        "allow_maintainer_to_push": {
-            "type": ["null", "boolean"]
-        },
-        "web_url": {
-            "type": ["null", "string"]
-        },
-        "squash": {
-            "type": ["null", "boolean"]
-        },
-        "time_estimate": {
-            "type": ["null", "integer"]
-        },
-        "total_time_spent": {
-            "type": ["null", "integer"]
-        },
-        "human_time_estimate": {
-            "type": ["null", "string"]
-        },
-        "human_total_time_spent": {
-            "type": ["null", "string"]
-        }   
-    }
-}
diff --git a/tap_gitlab/schemas/pipelines.json b/tap_gitlab/schemas/pipelines.json
index 2ded96b..c2218ee 100644
--- a/tap_gitlab/schemas/pipelines.json
+++ b/tap_gitlab/schemas/pipelines.json
@@ -4,6 +4,9 @@
         "id": {
             "type": ["null", "integer"]
         },
+        "project_id": {
+            "type": ["null", "integer"]
+        },
         "status": {
             "type": ["null", "string"]
         },
diff --git a/tap_gitlab/schemas/project_labels.json b/tap_gitlab/schemas/project_labels.json
deleted file mode 100644
index 48f0cf9..0000000
--- a/tap_gitlab/schemas/project_labels.json
+++ /dev/null
@@ -1,41 +0,0 @@
-{
-    "type": "object",
-    "properties": {
-        "id": {
-            "type": ["null", "integer"]
-        },
-        "project_id": {
-            "type": ["null", "integer"]
-        },
-        "name": {
-            "type": ["null", "string"]
-        },
-        "color": {
-            "type": ["null", "string"]
-        },
-        "text_color": {
-            "type": ["null", "string"]
-        },
-        "description": {
-            "type": ["null", "string"]
-        },
-        "open_issues_count": {
-            "type": ["null", "integer"]
-        },
-        "closed_issues_count": {
-            "type": ["null", "integer"]
-        },
-        "open_merge_requests_count": {
-            "type": ["null", "integer"]
-        },
-        "subscribed": {
-            "type": ["null", "boolean"]
-        },
-        "priority": {
-            "type": ["null", "integer"]
-        },
-        "is_project_label": {
-            "type": ["null", "boolean"]
-        }
-    }
-}
diff --git a/tap_gitlab/schemas/projects.json b/tap_gitlab/schemas/projects.json
deleted file mode 100644
index 159197b..0000000
--- a/tap_gitlab/schemas/projects.json
+++ /dev/null
@@ -1,250 +0,0 @@
-{
-    "type": "object",
-    "properties": {
-        "approvals_before_merge": {
-            "type": ["null", "integer"]
-        },
-        "archived": {
-            "type": ["null", "boolean"]
-        },
-        "avatar_url": {
-            "type": ["null", "string"]
-        },
-        "builds_enabled": {
-            "type": ["null", "boolean"]
-        },
-        "container_registry_enabled": {
-            "type": ["null", "boolean"]
-        },
-        "created_at": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "creator_id": {
-            "type": ["null", "integer"]
-        },
-        "default_branch": {
-            "type": ["null", "string"]
-        },
-        "description": {
-            "type": ["null", "string"]
-        },
-        "forks_count": {
-            "type": ["null", "integer"]
-        },
-        "http_url_to_repo": {
-            "type": ["null", "string"]
-        },
-        "id": {
-            "type": ["null", "integer"]
-        },
-        "issues_enabled": {
-            "type": ["null", "boolean"]
-        },
-        "last_activity_at": {
-            "anyOf": [
-                {
-                    "type": "string",
-                    "format": "date-time"
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "lfs_enabled": {
-            "type": ["null", "boolean"]
-        },
-        "merge_requests_enabled": {
-            "type": ["null", "boolean"]
-        },
-        "merge_method": {
-            "type": ["null", "string"]
-        },
-        "name": {
-            "type": ["null", "string"]
-        },
-        "name_with_namespace": {
-            "type": ["null", "string"]
-        },
-        "namespace": {
-            "type": "object",
-            "properties": {
-                "id": {
-                    "type": ["null", "integer"]
-                },
-                "kind": {
-                    "type": ["null", "string"]
-                },
-                "name": {
-                    "type": ["null", "string"]
-                },
-                "path": {
-                    "type": ["null", "string"]
-                },
-                "full_path": {
-                    "type": ["null", "string"]
-                },
-                "parent_id": {
-                    "type": ["null", "integer"]
-                }
-            }
-        },
-        "only_allow_merge_if_all_discussions_are_resolved": {
-            "type": ["null", "boolean"]
-        },
-        "only_allow_merge_if_build_succeeds": {
-            "type": ["null", "boolean"]
-        },
-        "open_issues_count": {
-            "type": ["null", "integer"]
-        },
-        "owner_id": {
-            "type": ["null", "integer"]
-        },
-        "path": {
-            "type": ["null", "string"]
-        },
-        "path_with_namespace": {
-            "type": ["null", "string"]
-        },
-        "permissions": {
-            "type": "object",
-            "properties": {
-                "group_access": {
-                    "anyOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "access_level": {
-                                    "type": ["null", "integer"]
-                                },
-                                "notification_level": {
-                                    "type": ["null", "integer"]
-                                }
-                            }
-                        },
-                        {
-                            "type": "null"
-                        }
-                    ]
-                },
-                "project_access": {
-                    "anyOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "access_level": {
-                                    "type": ["null", "integer"]
-                                },
-                                "notification_level": {
-                                    "type": ["null", "integer"]
-                                }
-                            }
-                        },
-                        {
-                            "type": "null"
-                        }
-                    ]
-                }
-            }
-        },
-        "public": {
-            "type": ["null", "boolean"]
-        },
-        "public_builds": {
-            "type": ["null", "boolean"]
-        },
-        "request_access_enabled": {
-            "type": ["null", "boolean"]
-        },
-        "shared_runners_enabled": {
-            "type": ["null", "boolean"]
-        },
-        "shared_with_groups": {
-            "anyOf": [
-                {
-                    "type": "array",
-                    "items": {
-                        "type": "object",
-                        "properties": {
-                            "group_id": {
-                                "type": ["null", "integer"]
-                            },
-                            "group_name": {
-                                "type": ["null", "string"]
-                            },
-                            "group_access_level": {
-                                "type": ["null", "integer"]
-                            }
-                        }
-                    }
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "snippets_enabled": {
-            "type": ["null", "boolean"]
-        },
-        "ssh_url_to_repo": {
-            "type": ["null", "string"]
-        },
-        "star_count": {
-            "type": ["null", "integer"]
-        },
-        "statistics": {
-            "type": "object",
-            "properties": {
-                "commit_count": {
-                    "type": ["null", "integer"]
-                },
-                "storage_size": {
-                    "type": ["null", "integer"]
-                },
-                "repository_size": {
-                    "type": ["null", "integer"]
-                },
-                "lfs_objects_size": {
-                    "type": ["null", "integer"]
-                },
-                "job_artifacts_size": {
-                    "type": ["null", "integer"]
-                }
-            }
-        },
-        "tag_list": {
-            "anyOf": [
-                {
-                    "type": "array",
-                    "items": {
-                        "type": ["null", "string"]
-                    }
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "visibility_level": {
-            "type": ["null", "integer"]
-        },
-        "visibility": {
-            "type": ["null", "string"]
-        },
-        "web_url": {
-            "type": ["null", "string"]
-        },
-        "wiki_enabled": {
-            "type": ["null", "boolean"]
-        }
-    }
-}
diff --git a/tap_gitlab/schemas/users.json b/tap_gitlab/schemas/users.json
index 3e82a17..ad2485c 100644
--- a/tap_gitlab/schemas/users.json
+++ b/tap_gitlab/schemas/users.json
@@ -4,6 +4,9 @@
         "id": {
             "type": ["null", "integer"]
         },
+        "project_id": {
+            "type": ["null", "integer"]
+        },
         "username": {
             "type": ["null", "string"]
         },
diff --git a/tap_gitlab/schemas/vulnerabilities.json b/tap_gitlab/schemas/vulnerabilities.json
index 9b2f651..6806917 100644
--- a/tap_gitlab/schemas/vulnerabilities.json
+++ b/tap_gitlab/schemas/vulnerabilities.json
@@ -1,6 +1,12 @@
 {
   "type": "object",
   "properties": {
+    "project_id": {
+      "type": [
+        "null",
+        "integer"
+      ]
+    },
     "author_id": {
       "type": [
         "null",
diff --git a/tap_gitlab/streams.py b/tap_gitlab/streams.py
index 7a9bac5..fade4c2 100644
--- a/tap_gitlab/streams.py
+++ b/tap_gitlab/streams.py
@@ -1,25 +1,103 @@
 """Stream type classes for tap-gitlab."""
 
-from typing import Any, Dict, List, Optional, cast
+from typing import Any, Dict, Iterable, List, Optional
 
-from tap_gitlab.client import GitLabStream, GroupBasedStream, ProjectBasedStream
-from tap_gitlab.transforms import object_array_to_id_array, pop_nested_id
+import requests
+from singer_sdk import typing as th  # JSON Schema typing helpers
+
+from tap_gitlab.client import (
+    GitlabGraphQLStream,
+    GitLabStream,
+    GroupBasedStream,
+    NoSinceProjectBasedStream,
+    ProjectBasedStream,
+)
+from tap_gitlab.transforms import pop_nested_id
 
 # Project-Specific Streams
 
+# all user objects in non-user streams follow the same structure
+# keep it here to help readability in schema definitions below
+user_object = th.ObjectType(
+    th.Property("id", th.IntegerType),
+    th.Property("username", th.StringType),
+    th.Property("name", th.StringType),
+    th.Property("state", th.StringType),
+    th.Property("avatar_url", th.StringType),
+    th.Property("web_url", th.StringType),
+)
+
 
 class ProjectsStream(ProjectBasedStream):
     """Gitlab Projects stream."""
 
     name = "projects"
-    path = "/projects/{project_path}"
+    path = "/projects/{project_id}"
     primary_keys = ["id"]
     replication_key = "last_activity_at"
-    is_sorted = True
+    is_sorted = False
     extra_url_params = {"statistics": 1}
+    schema_filepath = None  # to allow the use of schema below
+    state_partitioning_keys = ["id"]
+
+    def get_repo_ids(self, repo_list: List[str]) -> List[Dict[str, str]]:
+        """Enrich the list of repos with their numeric ID from gitlab.
+
+        This helps maintain a stable id for context and bookmarks.
+        It uses the gitlab api to fetch the numeric id matching the path.
+        It also removes non-existant repos and corrects casing to ensure
+        data is correct downstream.
+        """
+        # use a temp handmade stream to reuse all the graphql setup of the tap
+        class TempStream(GitlabGraphQLStream):
+            name = "tempStream"
+            schema_filepath = None  # to allow the use of schema below
+            schema = th.PropertiesList(
+                th.Property("id", th.StringType),
+            ).to_dict()
+
+            def __init__(self, tap, repo_list) -> None:
+                super().__init__(tap)
+                self.repo_list = repo_list
+
+            @property
+            def query(self) -> str:
+                chunks = list()
+                for i, repo in enumerate(self.repo_list):
+                    chunks.append(
+                        f'repo{i}: project(fullPath: "{repo}") ' "{ fullPath id }"
+                    )
+                return "query {" + " ".join(chunks) + "}"
+
+        repos_with_ids: list = list()
+        temp_stream = TempStream(self._tap, list(repo_list))
+        # replace manually provided org/repo values by the ones obtained
+        # from gitlab api. This guarantees that case is correct in the output data.
+        # Also remove repos which do not exist to avoid crashing further down
+        # the line.
+        for record in temp_stream.request_records({}):
+            for item in record.keys():
+                if record[item] is None:
+                    # one of the repos returned `None`, which means it does
+                    # not exist, log some details, and move on to the next one
+                    repo_full_name = repo_list[int(item[4:])]
+                    self.logger.warning(
+                        (
+                            f"Repository not found: {repo_full_name} \t"
+                            "Removing it from list"
+                        )
+                    )
+                    continue
+                # project_id returned by graphql look like "gid://gitlab/Project/123456"
+                project_id = record[item]["id"].split("/")[-1]
+                repos_with_ids.append(
+                    {"project_path": record[item]["fullPath"], "project_id": project_id}
+                )
+        self.logger.info(f"Running the tap on {len(repos_with_ids)} repositories")
+        return repos_with_ids
 
     @property
-    def partitions(self) -> List[dict]:
+    def partitions(self) -> List[Dict[str, str]]:
         """Return a list of partition key dicts (if applicable), otherwise None."""
         if "{project_path}" in self.path:
             if "projects" not in self.config:
@@ -28,10 +106,7 @@ def partitions(self) -> List[dict]:
                     f"'{self.name}' stream."
                 )
 
-        return [
-            {"project_path": id}
-            for id in cast(list, self.config["projects"].split(" "))
-        ]
+        return self.get_repo_ids(self.config["projects"].split(" "))
 
     def post_process(self, row: dict, context: Optional[dict] = None) -> Optional[dict]:
         """Post process records."""
@@ -54,6 +129,128 @@ def get_child_context(self, record: dict, context: Optional[dict]) -> dict:
             "project_path": context["project_path"],
         }
 
+    def get_url_params(
+        self, context: Optional[dict], next_page_token: Optional[Any]
+    ) -> Dict[str, Any]:
+        """Return a dictionary of values to be used in URL parameterization."""
+        params = super().get_url_params(context, next_page_token)
+        # include license info for the project
+        params["license"] = True
+        return params
+
+    schema = th.PropertiesList(  # type: ignore
+        th.Property("id", th.IntegerType),
+        th.Property("description", th.StringType),
+        th.Property("name", th.StringType),
+        th.Property("name_with_namespace", th.StringType),
+        th.Property("path", th.StringType),
+        th.Property("path_with_namespace", th.StringType),
+        th.Property("created_at", th.DateTimeType),
+        th.Property("default_branch", th.StringType),
+        # tag_list deprecated in favour of topics
+        # https://docs.gitlab.com/ee/api/projects.html
+        th.Property("tag_list", th.ArrayType(th.StringType)),
+        th.Property("topics", th.ArrayType(th.StringType)),
+        th.Property("ssh_url_to_repo", th.StringType),
+        th.Property("http_url_to_repo", th.StringType),
+        th.Property("web_url", th.StringType),
+        th.Property("readme_url", th.StringType),
+        th.Property("avatar_url", th.StringType),
+        th.Property("forks_count", th.IntegerType),
+        th.Property("star_count", th.IntegerType),
+        th.Property("last_activity_at", th.DateTimeType),
+        # gitlab handles project owners differently depending on their types:
+        # "users" have both a namespace and owner object (note `id` values do not match)
+        # "groups" only have a namespace filled, and owner is empty. `namespace__id`
+        # can be passed to `/groups/:id` and return the expected group,
+        # but not to `/users/:id`.
+        th.Property(
+            "namespace",
+            th.ObjectType(
+                th.Property("id", th.IntegerType),
+                th.Property("name", th.StringType),
+                th.Property("path", th.StringType),
+                th.Property("kind", th.StringType),
+                th.Property("full_path", th.StringType),
+                th.Property("parent_id", th.IntegerType),
+            ),
+        ),
+        th.Property("owner", user_object),
+        th.Property("archived", th.BooleanType),
+        th.Property("visibility", th.StringType),
+        th.Property("visibility_level", th.IntegerType),
+        th.Property("open_issues_count", th.IntegerType),
+        th.Property("creator_id", th.IntegerType),
+        th.Property("public", th.BooleanType),
+        th.Property("public_builds", th.BooleanType),
+        th.Property("only_allow_merge_if_all_discussions_are_resolved", th.BooleanType),
+        th.Property("only_allow_merge_if_build_succeeds", th.BooleanType),
+        th.Property("request_access_enabled", th.BooleanType),
+        th.Property("issues_enabled", th.BooleanType),
+        th.Property("shared_runners_enabled", th.BooleanType),
+        th.Property("snippets_enabled", th.BooleanType),
+        th.Property("wiki_enabled", th.BooleanType),
+        th.Property("license_url", th.StringType),
+        th.Property(
+            "license",
+            th.ObjectType(
+                th.Property("key", th.StringType),
+                th.Property("name", th.StringType),
+                th.Property("nickname", th.StringType),
+                th.Property("html_url", th.StringType),
+                th.Property("source_url", th.StringType),
+            ),
+        ),
+    ).to_dict()
+
+
+class ReadeMeStream(ProjectBasedStream):
+    """Gitlab README stream for a project."""
+
+    name = "readme"
+    # this hardcoded URL resolves to the README in HEAD, which should
+    # match the file in the main/master branch in the repo
+    path = "/projects/{project_id}/repository/files/README%2Emd/raw"
+    primary_keys = ["project_id"]
+    parent_stream_type = ProjectsStream
+    schema_filepath = None
+
+    def parse_response(self, response: requests.Response) -> Iterable[dict]:
+        """Return a record from the raw file in the response."""
+        yield {"content": response.text}
+
+    schema = th.PropertiesList(  # type: ignore
+        th.Property("project_id", th.IntegerType),
+        th.Property("content", th.StringType),
+    ).to_dict()
+
+
+class LanguagesStream(ProjectBasedStream):
+    """Gitlab Languages stream for a project."""
+
+    # docs: https://docs.gitlab.com/ee/api/projects.html#languages
+    name = "languages"
+    path = "/projects/{project_id}/languages"
+    primary_keys = ["project_id", "language_name"]
+    parent_stream_type = ProjectsStream
+    schema_filepath = None  # to allow the use of schema below
+
+    def parse_response(self, response: requests.Response) -> Iterable[dict]:
+        """Return an iterator of {language_name, percent}.
+
+        Parse the language response and reformat to return as an
+        iterator of [{language_name: "Python", percent: 23.45}].
+        """
+        languages_json = response.json()
+        for key, value in languages_json.items():
+            yield {"language_name": key, "percent": value}
+
+    schema = th.PropertiesList(  # type: ignore
+        th.Property("project_id", th.IntegerType),
+        th.Property("language_name", th.StringType),
+        th.Property("percent", th.NumberType),
+    ).to_dict()
+
 
 class IssuesStream(ProjectBasedStream):
     """Gitlab Issues stream."""
@@ -67,6 +264,7 @@ class IssuesStream(ProjectBasedStream):
 
     bookmark_param_name = "updated_after"
     extra_url_params = {"scope": "all"}
+    schema_filepath = None  # to allow the use of schema below
 
     def post_process(self, row: dict, context: Optional[dict] = None) -> Optional[dict]:
         """Post process records."""
@@ -74,9 +272,88 @@ def post_process(self, row: dict, context: Optional[dict] = None) -> Optional[di
         if result is None:
             return None
 
-        result["assignees"] = object_array_to_id_array(result["assignees"])
+        # XXX: breaks backwards compatibility
+        # result["assignees"] = object_array_to_id_array(result["assignees"])
         return result
 
+    def get_child_context(self, record: dict, context: Optional[dict]) -> dict:
+        """Return the context for child streams such as issue_notes."""
+        assert context is not None
+        context["issue_iid"] = record["iid"]
+        return context
+
+    schema = th.PropertiesList(  # type: ignore
+        th.Property("id", th.IntegerType),
+        th.Property("iid", th.IntegerType),
+        th.Property("project_id", th.IntegerType),
+        th.Property("milestone_id", th.IntegerType),
+        th.Property("epic_id", th.IntegerType),
+        th.Property("author", user_object),
+        th.Property("assignees", th.ArrayType(user_object)),
+        # XXX: breaks backwards compatibility
+        th.Property("closed_by", user_object),
+        th.Property("title", th.StringType),
+        th.Property("description", th.StringType),
+        th.Property("state", th.StringType),
+        th.Property("labels", th.ArrayType(th.StringType)),
+        th.Property("created_at", th.DateTimeType),
+        th.Property("updated_at", th.DateTimeType),
+        th.Property("closed_at", th.DateTimeType),
+        th.Property("subscribed", th.BooleanType),
+        th.Property("upvotes", th.IntegerType),
+        th.Property("downvotes", th.IntegerType),
+        th.Property("merge_requests_count", th.IntegerType),
+        th.Property("user_notes_count", th.IntegerType),
+        th.Property("due_date", th.StringType),
+        th.Property("weight", th.IntegerType),
+        th.Property("web_url", th.StringType),
+        th.Property("confidential", th.BooleanType),
+        th.Property("discussion_locked", th.BooleanType),
+        th.Property("has_tasks", th.BooleanType),
+        th.Property("task_status", th.StringType),
+        th.Property("time_estimate", th.IntegerType),
+        th.Property("total_time_spent", th.IntegerType),
+        th.Property("human_time_estimate", th.StringType),
+        th.Property("human_total_time_spent", th.StringType),
+    ).to_dict()
+
+
+class NoteableStream(NoSinceProjectBasedStream):
+    """Abstract class for gitlab's Noteable API stream."""
+
+    # docs: https://docs.gitlab.com/ee/api/notes.html#list-project-issue-notes
+
+    primary_keys = ["id"]
+    schema_filepath = None
+    # set this to project_id only to avoid saving a bookmark for each issue
+    # which would result in the state object becoming unusably large
+    state_partitioning_keys = ["project_id"]
+    extra_url_params = {"sort": "desc", "order_by": "updated_at"}
+    replication_key = "updated_at"
+    ignore_parent_replication_key = False
+
+    schema = th.PropertiesList(  # type: ignore
+        th.Property("id", th.IntegerType),
+        th.Property("project_id", th.IntegerType),
+        th.Property("noteable_id", th.IntegerType),
+        th.Property("noteable_iid", th.IntegerType),
+        th.Property("noteable_type", th.StringType),
+        th.Property("body", th.StringType),
+        th.Property("attachment", th.StringType),
+        th.Property("author", user_object),
+        th.Property("created_at", th.DateTimeType),
+        th.Property("updated_at", th.DateTimeType),
+        th.Property("confidential", th.BooleanType),
+    ).to_dict()
+
+
+class IssueNotesStream(NoteableStream):
+    """Gitlab Issues Notes (comments) Stream."""
+
+    name = "issue_notes"
+    parent_stream_type = IssuesStream
+    path = "/projects/{project_path}/issues/{issue_iid}/notes"
+
 
 class ProjectMergeRequestsStream(ProjectBasedStream):
     """Gitlab Merge Requests stream."""
@@ -89,6 +366,7 @@ class ProjectMergeRequestsStream(ProjectBasedStream):
 
     bookmark_param_name = "updated_after"
     extra_url_params = {"scope": "all"}
+    schema_filepath = None  # to allow the use of schema below
 
     def post_process(self, row: dict, context: Optional[dict] = None) -> Optional[dict]:
         """Post process records."""
@@ -96,11 +374,6 @@ def post_process(self, row: dict, context: Optional[dict] = None) -> Optional[di
         if result is None:
             return None
 
-        for key in ["author", "assignee", "milestone", "merge_by", "closed_by"]:
-            result[f"{key}_id"] = pop_nested_id(result, key)
-        result["assignees"] = object_array_to_id_array(result["assignees"])
-        result["reviewers"] = object_array_to_id_array(result["reviewers"])
-
         time_stats = result.pop("time_stats", {})
         for time_key in [
             "time_estimate",
@@ -122,6 +395,69 @@ def get_child_context(self, record: dict, context: Optional[dict]) -> dict:
             "merge_request_iid": record["iid"],
         }
 
+    schema = th.PropertiesList(  # type: ignore
+        th.Property("id", th.IntegerType),
+        th.Property("iid", th.IntegerType),
+        th.Property("project_id", th.IntegerType),
+        th.Property("milestone_id", th.IntegerType),
+        th.Property("epic_id", th.IntegerType),
+        th.Property("author", user_object),
+        th.Property("assignees", th.ArrayType(user_object)),
+        th.Property("reviewers", th.ArrayType(user_object)),
+        # merged_by is deprecated
+        th.Property("merge_user", user_object),
+        th.Property("closed_by", user_object),
+        th.Property("title", th.StringType),
+        th.Property("description", th.StringType),
+        th.Property("state", th.StringType),
+        th.Property("labels", th.ArrayType(th.StringType)),
+        th.Property("created_at", th.DateTimeType),
+        th.Property("updated_at", th.DateTimeType),
+        th.Property("merged_at", th.DateTimeType),
+        th.Property("closed_at", th.DateTimeType),
+        th.Property("target_project_id", th.IntegerType),
+        th.Property("target_branch", th.StringType),
+        th.Property("source_project_id", th.IntegerType),
+        th.Property("source_branch", th.StringType),
+        th.Property("subscribed", th.BooleanType),
+        th.Property("draft", th.BooleanType),
+        th.Property("work_in_progress", th.BooleanType),
+        th.Property("merge_when_pipeline_succeeds", th.BooleanType),
+        th.Property("merge_status", th.StringType),
+        th.Property("has_conflicts", th.BooleanType),
+        th.Property("upvotes", th.IntegerType),
+        th.Property("downvotes", th.IntegerType),
+        th.Property("sha", th.StringType),
+        th.Property("squash", th.BooleanType),
+        th.Property("squash_commit_sha", th.StringType),
+        th.Property("user_notes_count", th.IntegerType),
+        th.Property("should_remove_source_branch", th.BooleanType),
+        th.Property("force_remove_source_branch", th.BooleanType),
+        th.Property("allow_collaboration", th.BooleanType),
+        th.Property("allow_maintainer_to_push", th.BooleanType),
+        th.Property("due_date", th.StringType),
+        th.Property("weight", th.IntegerType),
+        th.Property("web_url", th.StringType),
+        th.Property("confidential", th.BooleanType),
+        th.Property("discussion_locked", th.BooleanType),
+        th.Property("has_tasks", th.BooleanType),
+        th.Property("task_status", th.StringType),
+        th.Property("time_estimate", th.IntegerType),
+        th.Property("total_time_spent", th.IntegerType),
+        th.Property("human_time_estimate", th.StringType),
+        th.Property("human_total_time_spent", th.StringType),
+    ).to_dict()
+
+
+class MergeRequestNotesStream(NoteableStream):
+    """Gitlab Merge Request Notes (comments) Stream."""
+
+    # docs: https://docs.gitlab.com/ee/api/notes.html#list-all-merge-request-notes
+
+    name = "merge_request_notes"
+    parent_stream_type = ProjectMergeRequestsStream
+    path = "/projects/{project_path}/merge_requests/{merge_request_iid}/notes"
+
 
 class MergeRequestCommitsStream(ProjectBasedStream):
     """Gitlab Commits stream."""
@@ -130,6 +466,36 @@ class MergeRequestCommitsStream(ProjectBasedStream):
     path = "/projects/{project_id}/merge_requests/{merge_request_iid}/commits"
     primary_keys = ["project_id", "merge_request_iid", "commit_id"]
     parent_stream_type = ProjectMergeRequestsStream
+    replication_key = "created_at"
+    is_sorted = False
+    extra_url_params = {"with_stats": "true"}
+    schema_filepath = None  # to allow the use of schema below
+
+    schema = th.PropertiesList(  # type: ignore
+        th.Property("project_id", th.IntegerType),
+        th.Property("merge_request_iid", th.IntegerType),
+        th.Property("commit_id", th.StringType),
+        th.Property("commit_short_id", th.StringType),
+        th.Property("created_at", th.DateTimeType),
+        th.Property("parent_ids", th.ArrayType(th.StringType())),
+        th.Property("title", th.StringType),
+        th.Property("message", th.StringType),
+        th.Property("author_name", th.StringType),
+        th.Property("author_email", th.StringType),
+        th.Property("authored_date", th.DateTimeType),
+        th.Property("committer_name", th.StringType),
+        th.Property("committer_email", th.StringType),
+        th.Property("committed_date", th.DateTimeType),
+        th.Property("web_url", th.StringType),
+        th.Property(
+            "stats",
+            th.ObjectType(
+                th.Property("additions", th.IntegerType),
+                th.Property("deletions", th.IntegerType),
+                th.Property("total", th.IntegerType),
+            ),
+        ),
+    ).to_dict()
 
     def post_process(self, row: dict, context: Optional[dict] = None) -> Optional[dict]:
         """Post process records."""
@@ -155,8 +521,33 @@ class CommitsStream(ProjectBasedStream):
     replication_key = "created_at"
     is_sorted = False
     parent_stream_type = ProjectsStream
-
     extra_url_params = {"with_stats": "true"}
+    schema_filepath = None  # to allow the use of schema below
+
+    schema = th.PropertiesList(  # type: ignore
+        th.Property("project_id", th.IntegerType),
+        th.Property("id", th.StringType),
+        th.Property("short_id", th.StringType),
+        th.Property("created_at", th.DateTimeType),
+        th.Property("parent_ids", th.ArrayType(th.StringType())),
+        th.Property("title", th.StringType),
+        th.Property("message", th.StringType),
+        th.Property("author_name", th.StringType),
+        th.Property("author_email", th.StringType),
+        th.Property("authored_date", th.DateTimeType),
+        th.Property("committer_name", th.StringType),
+        th.Property("committer_email", th.StringType),
+        th.Property("committed_date", th.DateTimeType),
+        th.Property("web_url", th.StringType),
+        th.Property(
+            "stats",
+            th.ObjectType(
+                th.Property("additions", th.IntegerType),
+                th.Property("deletions", th.IntegerType),
+                th.Property("total", th.IntegerType),
+            ),
+        ),
+    ).to_dict()
 
 
 class BranchesStream(ProjectBasedStream):
@@ -251,6 +642,25 @@ class ProjectLabelsStream(ProjectBasedStream):
     path = "/projects/{project_id}/labels"
     primary_keys = ["project_id", "id"]
     parent_stream_type = ProjectsStream
+    schema_filepath = None
+    state_partitioning_keys = ["project_id"]
+    extra_url_params = {"per_page": 100}
+
+    schema = th.PropertiesList(  # type: ignore
+        th.Property("id", th.IntegerType),
+        th.Property("project_id", th.IntegerType),
+        th.Property("project_path", th.StringType),
+        th.Property("name", th.StringType),
+        th.Property("color", th.StringType),
+        th.Property("text_color", th.StringType),
+        th.Property("description", th.StringType),
+        th.Property("open_issues_count", th.IntegerType),
+        th.Property("closed_issues_count", th.IntegerType),
+        th.Property("open_merge_requests_count", th.IntegerType),
+        th.Property("subscribed", th.BooleanType),
+        th.Property("priority", th.IntegerType),
+        th.Property("is_project_label", th.BooleanType),
+    ).to_dict()
 
 
 class ProjectVulnerabilitiesStream(ProjectBasedStream):
@@ -278,14 +688,80 @@ class GroupsStream(GroupBasedStream):
     """Gitlab Groups stream."""
 
     name = "groups"
-    path = "/groups/{group_path}"
+    path = "/groups/{group_id}"
     primary_keys = ["id"]
 
+    def get_group_ids(self, group_list: List[str]) -> List[Dict[str, str]]:
+        """Enrich the list of groups with their numeric ID from gitlab.
+
+        This helps maintain a stable id for context and bookmarks.
+        It uses the gitlab api to fetch the numeric id matching the path.
+        It also removes non-existant repos and corrects casing to ensure
+        data is correct downstream.
+        """
+        # use a temp handmade stream to reuse all the graphql setup of the tap
+        class TempStream(GitlabGraphQLStream):
+            name = "tempStream"
+            schema_filepath = None  # to allow the use of schema below
+            schema = th.PropertiesList(
+                th.Property("id", th.StringType),
+            ).to_dict()
+
+            def __init__(self, tap, group_list) -> None:
+                super().__init__(tap)
+                self.group_list = group_list
+
+            @property
+            def query(self) -> str:
+                chunks = list()
+                for i, group in enumerate(self.group_list):
+                    chunks.append(
+                        f'grp{i}: group(fullPath: "{group}") ' "{ fullPath id }"
+                    )
+                return "query {" + " ".join(chunks) + "}"
+
+        groups_with_ids: list = list()
+        temp_stream = TempStream(self._tap, list(group_list))
+        # replace manually provided org/repo values by the ones obtained
+        # from gitlab api. This guarantees that case is correct in the output data.
+        # Also remove repos which do not exist to avoid crashing further down
+        # the line.
+        for record in temp_stream.request_records({}):
+            for item in record.keys():
+                if record[item] is None:
+                    # one of the repos returned `None`, which means it does
+                    # not exist, log some details, and move on to the next one
+                    group_full_name = group_list[int(item[3:])]
+                    self.logger.warning(
+                        (
+                            f"Group not found: {group_full_name} \t"
+                            "Removing it from list"
+                        )
+                    )
+                    continue
+                # group_id returned by graphql look like "gid://gitlab/Group/123456"
+                group_id = record[item]["id"].split("/")[-1]
+                groups_with_ids.append(
+                    {"group_path": record[item]["fullPath"], "group_id": group_id}
+                )
+        self.logger.info(f"Running the tap on {len(groups_with_ids)} repositories")
+        return groups_with_ids
+
+    @property
+    def partitions(self) -> List[Dict[str, str]]:
+        """Return a list of partition key dicts (if applicable), otherwise None."""
+        if "groups" not in self.config:
+            raise ValueError(
+                f"Missing `groups` setting which is required for the "
+                f"'{self.name}' stream."
+            )
+
+        return self.get_group_ids(self.config["groups"].split(" "))
+
     def get_child_context(self, record: dict, context: Optional[dict]) -> dict:
         """Perform post processing, including queuing up any child stream types."""
         assert context is not None  # Tell linter that context is non-null
         return {
-            "group_path": context["group_path"],
             "group_id": record["id"],
         }
 
@@ -294,7 +770,7 @@ class GroupProjectsStream(GroupBasedStream):
     """Gitlab Projects stream."""
 
     name = "group_projects"
-    path = "/groups/{group_path}/projects"
+    path = "/groups/{group_id}/projects"
     primary_keys = ["id"]
     parent_stream_type = GroupsStream
 
@@ -303,7 +779,7 @@ class GroupMilestonesStream(GroupBasedStream):
     """Gitlab Group Milestones stream."""
 
     name = "group_milestones"
-    path = "/groups/{group_path}/milestones"
+    path = "/groups/{group_id}/milestones"
     primary_keys = ["id"]
     schema_filename = "milestones.json"
     parent_stream_type = GroupsStream
@@ -313,7 +789,7 @@ class GroupMembersStream(GroupBasedStream):
     """Gitlab Group Members stream."""
 
     name = "group_members"
-    path = "/groups/{group_path}/members"
+    path = "/groups/{group_id}/members"
     primary_keys = ["group_id", "id"]
     parent_stream_type = GroupsStream
 
@@ -322,7 +798,7 @@ class GroupLabelsStream(GroupBasedStream):
     """Gitlab Group Labels stream."""
 
     name = "group_labels"
-    path = "/groups/{group_path}/labels"
+    path = "/groups/{group_id}/labels"
     primary_keys = ["group_id", "id"]
     parent_stream_type = GroupsStream
 
@@ -331,7 +807,7 @@ class GroupEpicsStream(GroupBasedStream):
     """Gitlab Epics stream."""
 
     name = "epics"
-    path = "/groups/{group_path}/epics"
+    path = "/groups/{group_id}/epics"
     primary_keys = ["id"]
     replication_key = "updated_at"
     bookmark_param_name = "updated_after"
@@ -371,7 +847,7 @@ class GroupVariablesStream(GroupBasedStream):
 
     name = "group_variables"
     path = "/groups/{group_id}/variables"
-    primary_keys = ["project_id", "key"]
+    primary_keys = ["group_id", "key"]
     parent_stream_type = GroupsStream
 
 
diff --git a/tap_gitlab/tap.py b/tap_gitlab/tap.py
index da4b8a8..ea722b6 100644
--- a/tap_gitlab/tap.py
+++ b/tap_gitlab/tap.py
@@ -1,15 +1,20 @@
 """GitLab tap class."""
 
 import inspect
-from typing import List
+from typing import Any, Dict, List
 
 from singer_sdk import Stream, Tap
 from singer_sdk import typing as th  # JSON schema typing helpers
 
 from tap_gitlab import streams
 from tap_gitlab.caching import setup_requests_cache
-from tap_gitlab.client import GroupBasedStream
-from tap_gitlab.streams import GitLabStream, ProjectBasedStream
+from tap_gitlab.client import (
+    GitlabGraphQLStream,
+    GitLabStream,
+    GroupBasedStream,
+    NoSinceProjectBasedStream,
+    ProjectBasedStream,
+)
 
 OPTIN_STREAM_NAMES = [
     "merge_request_commits",
@@ -155,7 +160,14 @@ def discover_streams(self) -> List[Stream]:
             if not issubclass(module_class, (GitLabStream)):
                 continue  # Not a stream class.
 
-            if module_class in [GitLabStream, ProjectBasedStream, GroupBasedStream]:
+            if module_class in [
+                GitLabStream,
+                GitlabGraphQLStream,
+                ProjectBasedStream,
+                GroupBasedStream,
+                NoSinceProjectBasedStream,
+                streams.NoteableStream,
+            ]:
                 continue  # Base classes, not streams.
 
             stream_name = module_class.name
@@ -183,3 +195,11 @@ def discover_streams(self) -> List[Stream]:
             stream_types.append(module_class)
 
         return [stream_class(tap=self) for stream_class in stream_types]
+
+    def load_state(self, state: Dict[str, Any]) -> None:
+        """Issue a warning about breaking changes in state management."""
+        self.logger.warning(
+            "If your state file was created by tap-gitlab <= 1.2.0, it will be ignored."
+            "See changelog for details."
+        )
+        super().load_state(state)
diff --git a/tap_gitlab/tests/test_core.py b/tap_gitlab/tests/test_core.py
index 177f2b8..4e123eb 100644
--- a/tap_gitlab/tests/test_core.py
+++ b/tap_gitlab/tests/test_core.py
@@ -6,6 +6,7 @@
 from dotenv import load_dotenv
 from singer_sdk.testing import get_standard_tap_tests
 
+from tap_gitlab.streams import ProjectsStream
 from tap_gitlab.tap import OPTIN_STREAM_NAMES, TapGitLab
 
 load_dotenv()  # Import any environment variables from local `.env` file.
@@ -17,8 +18,13 @@
     "start_date": "2022-03-01T00:00:00Z",
     "private_token": os.getenv("TAP_GITLAB_PRIVATE_TOKEN"),
     "projects": os.getenv("TAP_GITLAB_PROJECTS", "meltano/demo-project"),
-    "groups": os.getenv("TAP_GITLAB_GROUPS", "meltano/infra"),
+    "groups": os.getenv("TAP_GITLAB_GROUPS", "meltano"),
 }
+
+assert (
+    SAMPLE_CONFIG["private_token"] is not None
+), "Please set TAP_GITLAB_PRIVATE_TOKEN in your env vars before running tests"
+
 for k, v in os.environ.items():
     if k.startswith(PREFIX):
         if v.lower() == "false":
@@ -43,3 +49,21 @@ def test_tap_config_defaults():
     tap = TapGitLab(config=SAMPLE_CONFIG, parse_env_config=True)
     for optin_stream in OPTIN_STREAM_NAMES:
         assert f"fetch_{optin_stream}" in tap.config
+
+
+def test_get_repo_ids():
+    """Check that the "presync" graphql call returns clean repo names/ids."""
+    tap = TapGitLab(config=SAMPLE_CONFIG, parse_env_config=True)
+    stream = ProjectsStream(tap=tap)
+
+    list_of_buggy_repos = [
+        "meLTano/sDk",  # incorrect case
+        "DoesNot/Exist",  # does not exist ;)
+        "gitlab-org/graphql-sandbox",  # correct value
+    ]
+    clean_list = stream.get_repo_ids(list_of_buggy_repos)
+
+    assert clean_list == [
+        {"project_id": "22672923", "project_path": "meltano/sdk"},
+        {"project_id": "15297693", "project_path": "gitlab-org/graphql-sandbox"},
+    ]