diff --git a/.copier-answers.yml b/.copier-answers.yml
index 0028412..61df65f 100644
--- a/.copier-answers.yml
+++ b/.copier-answers.yml
@@ -1,10 +1,10 @@
 # Changes here will be overwritten by Copier
-_commit: v5.0.2
+_commit: v6.1.0
 _src_path: gh:eccenca/cmem-plugin-template
 author_mail: streitmatter@informatik.uni-leipzig.de
 author_name: Denis Streitmatter
 github_page: https://github.com/dbpedia/cmem-plugin-databus
 project_description: Load and publish datasets from a DBpedia databus service.
 project_slug: databus
-pypi: false
+pypi: true
 
diff --git a/.flake8 b/.flake8
deleted file mode 100644
index ffd12bc..0000000
--- a/.flake8
+++ /dev/null
@@ -1,4 +0,0 @@
-# https://black.readthedocs.io/en/stable/guides/using_black_with_other_tools.html#flake8
-[flake8]
-max-line-length = 88
-extend-ignore = E203
diff --git a/.github/workflows/check.yml b/.github/workflows/check.yml
index f510917..d5bd94d 100644
--- a/.github/workflows/check.yml
+++ b/.github/workflows/check.yml
@@ -16,10 +16,11 @@ jobs:
   check:
 
     runs-on: ubuntu-latest
+    concurrency: testing_environment
 
     steps:
       - name: Check out repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Install Task
         uses: arduino/setup-task@v1
@@ -41,21 +42,13 @@ jobs:
         run: |
           poetry self add "poetry-dynamic-versioning[plugin]"
 
-      - name: bandit
-        run: |
-          task check:bandit
-
-      - name: flake8
-        run: |
-          task check:flake8
-
       - name: mypy
         run: |
           task check:mypy
 
-      - name: pylint
+      - name: ruff
         run: |
-          task check:pylint
+          task check:ruff
 
       - name: pytest
         env:
@@ -69,7 +62,7 @@ jobs:
           task check:safety
 
       - name: Publish Test Report in Action
-        uses: mikepenz/action-junit-report@v3
+        uses: mikepenz/action-junit-report@v4
         if: always()  # always run even if the previous step fails
         with:
           report_paths: dist/junit-*.xml
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index f873e83..664ec5e 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -17,7 +17,7 @@ jobs:
 
     steps:
       - name: Check out repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Install Task
         uses: arduino/setup-task@v1
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index cde0edb..13f67e9 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -19,25 +19,15 @@ stages:
   - build
   - publish
 
-bandit:
+ruff:
   stage: test
   script:
-    - task check:bandit
+    - task check:ruff
   artifacts:
     when: always
     reports:
       junit:
-        - dist/junit-bandit.xml
-
-flake8:
-  stage: test
-  script:
-    - task check:flake8
-  artifacts:
-    when: always
-    reports:
-      junit:
-        - dist/junit-flake8.xml
+        - dist/junit-ruff.xml
 
 mypy:
   stage: test
@@ -49,16 +39,6 @@ mypy:
       junit:
         - dist/junit-mypy.xml
 
-pylint:
-  stage: test
-  script:
-    - task check:pylint
-  artifacts:
-    when: always
-    reports:
-      junit:
-        - dist/junit-pylint.xml
-
 pytest:
   stage: test
   coverage: '/(?i)total.*? (100(?:\.0+)?\%|[1-9]?\d(?:\.\d+)?\%)$/'
@@ -70,6 +50,8 @@ pytest:
       coverage_report:
         coverage_format: cobertura
         path: dist/coverage.xml
+      junit:
+        - dist/junit-pytest.xml
     paths:
       - dist/badge-coverage.svg
       - dist/badge-tests.svg
@@ -84,7 +66,6 @@ safety:
 build:
   stage: build
   needs:
-    - bandit
     - mypy
     - pytest
     - safety
@@ -100,8 +81,7 @@ pypi:
   # publishing only available on a tag
   stage: publish
   needs:
-    - flake8
-    - pylint
+    - ruff
     - build
   allow_failure: true
   when: manual
diff --git a/.idea/cmem-plugin-databus.iml b/.idea/cmem-plugin-databus.iml
index 90b3b86..5a0d7bc 100644
--- a/.idea/cmem-plugin-databus.iml
+++ b/.idea/cmem-plugin-databus.iml
@@ -4,16 +4,15 @@
     <content url="file://$MODULE_DIR$">
       <sourceFolder url="file://$MODULE_DIR$/cmem_plugin_databus" isTestSource="false" />
       <sourceFolder url="file://$MODULE_DIR$/tests" isTestSource="true" />
-      <excludeFolder url="file://$MODULE_DIR$/.pytest_cache" />
       <excludeFolder url="file://$MODULE_DIR$/.venv" />
       <excludeFolder url="file://$MODULE_DIR$/dist" />
     </content>
-    <orderEntry type="jdk" jdkName="Poetry (cmem-plugin-databus) (2)" jdkType="Python SDK" />
+    <orderEntry type="inheritedJdk" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
   <component name="PyDocumentationSettings">
-    <option name="format" value="GOOGLE" />
-    <option name="myDocStringFormat" value="Google" />
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
   </component>
   <component name="TestRunnerService">
     <option name="PROJECT_TEST_RUNNER" value="py.test" />
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ee847d7..d117733 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -2,17 +2,37 @@
 repos:
   - repo: local
     hooks:
-      - id: pylint
-        name: pylint
-        entry: poetry run pylint
-        exclude: '^tests/.*$'
-        language: system
-        types: [python]
-  - repo: local
-    hooks:
-      - id: forbidden-files
-        name: forbidden files
-        entry: found copier update rejection files; review them and remove them
-        language: fail
-        files: "\\.rej$"
+
+      - id: ruff
+        name: check:ruff
+        entry: task check:ruff
+        language: python
+        types_or: [python, pyi]
+        pass_filenames: false
+
+      - id: poetry-check
+        name: poetry-check
+        description: run poetry check to validate config
+        entry: poetry check
+        language: python
+        pass_filenames: false
+        files: ^(.*/)?pyproject\.toml$
+
+      - id: poetry-lock
+        name: poetry-lock
+        description: run poetry lock to update lock file
+        entry: poetry lock
+        language: python
+        pass_filenames: false
+        files: ^(.*/)?(poetry\.lock|pyproject\.toml)$
+
+      - id: poetry-install
+        name: poetry-install
+        description: >
+          run poetry install to install dependencies from the lock file
+        entry: poetry install
+        language: python
+        pass_filenames: false
+        stages: [post-checkout, post-merge]
+        always_run: true
 
diff --git a/.python-version b/.python-version
new file mode 100644
index 0000000..2c07333
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.11
diff --git a/README.md b/README.md
index 4a1f973..d93235e 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 
 Load and publish datasets from a DBpedia databus service.
 
-[![eccenca Corporate Memory](https://img.shields.io/badge/eccenca-Corporate%20Memory-orange)](https://documentation.eccenca.com) [![workflow](https://github.com/dbpedia/cmem-plugin-databus/actions/workflows/check.yml/badge.svg)](https://github.com/dbpedia/cmem-plugin-databus/actions)
+[![eccenca Corporate Memory](https://img.shields.io/badge/eccenca-Corporate%20Memory-orange)](https://documentation.eccenca.com) [![workflow](https://github.com/dbpedia/cmem-plugin-databus/actions/workflows/check.yml/badge.svg)](https://github.com/dbpedia/cmem-plugin-databus/actions) [![pypi version](https://img.shields.io/pypi/v/cmem-plugin-databus)](https://pypi.org/project/databus) [![license](https://img.shields.io/pypi/l/cmem-plugin-databus)](https://pypi.org/project/cmem-plugin-databus)
 
 ## Development
 
diff --git a/Taskfile.yaml b/Taskfile.yaml
index 66d13e7..3d8ab52 100644
--- a/Taskfile.yaml
+++ b/Taskfile.yaml
@@ -12,8 +12,6 @@ dotenv: ['.copier-answers.env', '.env']
 vars:
   PACKAGE: cmem_plugin_$project_slug
   DIST_DIR: dist
-  PWD:
-    sh: pwd
 
 includes:
   custom:
@@ -24,21 +22,25 @@ tasks:
 
   default:
     summary: |
-      Just a list of documented tasks.
+      Just a list of documented tasks
     silent: true
     cmds:
       - task --list
 
   # {{{ preparation tasks
   check:prepare:
+    internal: true
     summary: |
       prepare check targets by creating appropriate directory
     run: once
     cmds:
       - mkdir -p {{.DIST_DIR}}/coverage
 
-  poetry:install:
-    desc: Install dependencies managed by Poetry.
+  poetry:check:
+    internal: true
+    platforms: [darwin, linux]
+    summary: |
+      Check poetry versioning plugin. Currently not under Windows
     run: once
     preconditions:
       - sh: '[[ {{.PDV_VERSION}} > {{.PDV_VERSION_MIN}} ]]'
@@ -48,9 +50,6 @@ tasks:
 
           You can install it with the following command:
           poetry self add "poetry-dynamic-versioning[plugin]"
-    cmds:
-      - poetry check
-      - poetry install
     vars:
       PDV_VERSION_MIN: 0.20
       PDV_VERSION:
@@ -58,23 +57,28 @@ tasks:
             poetry self show --addons poetry-dynamic-versioning --tree
             | head -1 | cut -d " " -f 2 | cut -d "." -f 1-2
 
-  python:format:
-    desc: Format Python files.
-    <<: *preparation
+  poetry:install:
+    internal: true
+    desc: Install dependencies managed by Poetry
+    run: once
+    deps:
+      - poetry:check
     cmds:
-      - poetry run black .
+      - poetry install
 
-  poetry:update:
-    desc: Update dependencies managed by Poetry to their newest versions.
-    run: once
+  format:fix:
+    desc: Format Python files and fix obvious issues
+    <<: *preparation
     cmds:
-      - poetry update
+      - poetry run ruff format tests {{.PACKAGE}}
+      - poetry run ruff check tests {{.PACKAGE}} --fix-only
 
-  poetry:shell:
-    desc: Open a poetry shell.
-    interactive: true
+  format:fix-unsafe:
+    desc: Format Python files and fix 'unsafe' issues
+    <<: *preparation
     cmds:
-      - poetry shell
+      - poetry run ruff format tests {{.PACKAGE}}
+      - poetry run ruff check tests {{.PACKAGE}} --fix-only --unsafe-fixes
 
   clean:
     desc: Removes dist, *.pyc and some caches
@@ -86,22 +90,40 @@ tasks:
   # {{{ check tasks
 
   check:
-    desc: Run whole test suite.
-    deps:
-      - check:bandit
-      - check:flake8
-      - check:mypy
-      - check:pylint
-      - check:pytest
-      - check:safety
+    desc: Run whole test suite incl. unit and integration tests
+    cmds:
+      - task: check:linters
+      - task: check:pytest
+
+  check:linters:
+    desc: Run all linter and static code analysis tests
+    cmds:
+      - task: check:ruff
+      - task: check:mypy
+      - task: check:safety
 
   check:pytest:
-    desc: Run pytest suite.
+    desc: Run unit and integration tests
+    platforms: [darwin, linux, windows]
     <<: *preparation
     cmds:
-      - poetry run pytest --memray --junitxml={{.JUNIT_FILE}} --cov-report term  --cov-report xml:{{.COVERAGE_FILE}} --cov-report html:{{.COVERAGE_DIR}} --cov={{.PACKAGE}}
-      - poetry run genbadge coverage -l -i {{.COVERAGE_FILE}} -o {{.BADGE_COVERAGE}}
-      - poetry run genbadge tests -l -i {{.JUNIT_FILE}} -o {{.BADGE_TESTS}}
+      # --memray is not used on windows
+      - platforms: [windows]
+        cmd: >
+          poetry run pytest --junitxml={{.JUNIT_FILE}}
+          --cov-report term  --cov-report xml:{{.COVERAGE_FILE}}
+          --cov-report html:{{.COVERAGE_DIR}} --cov={{.PACKAGE}}
+      - platforms: [darwin, linux]
+        cmd: >
+          poetry run pytest --memray --junitxml={{.JUNIT_FILE}}
+          --cov-report term --cov-report xml:{{.COVERAGE_FILE}}
+          --cov-report html:{{.COVERAGE_DIR}} --cov={{.PACKAGE}}
+      - cmd: >
+          poetry run genbadge coverage -l
+          -i {{.COVERAGE_FILE}} -o {{.BADGE_COVERAGE}}
+      - cmd: >
+          poetry run genbadge tests -l
+          -i {{.JUNIT_FILE}} -o {{.BADGE_TESTS}}
     vars:
       JUNIT_FILE: ./{{.DIST_DIR}}/junit-pytest.xml
       COVERAGE_FILE: ./{{.DIST_DIR}}/coverage.xml
@@ -109,19 +131,8 @@ tasks:
       BADGE_COVERAGE: ./{{.DIST_DIR}}/badge-coverage.svg
       BADGE_TESTS: ./{{.DIST_DIR}}/badge-tests.svg
 
-  check:pylint:
-    desc: Check source code with pylint.
-    <<: *preparation
-    cmds:
-      - poetry run pylint --exit-zero {{.PACKAGE}}
-      - poetry run pylint {{.PACKAGE}} {{.XML_PARAMS}}
-    vars:
-      FORMAT: --output-format=pylint_junit.JUnitReporter
-      JUNIT_FILE: ./{{.DIST_DIR}}/junit-pylint.xml
-      XML_PARAMS: --output={{.JUNIT_FILE}} {{.FORMAT}}
-
   check:mypy:
-    desc: Check source code with mypy.
+    desc: Complain about typing errors
     <<: *preparation
     cmds:
       - poetry run mypy -p tests -p {{.PACKAGE}} --junit-xml {{.JUNIT_FILE}}
@@ -129,33 +140,23 @@ tasks:
       JUNIT_FILE: ./{{.DIST_DIR}}/junit-mypy.xml
 
   check:safety:
-    desc: Check source code with safety.
+    desc: Complain about vulnerabilities in dependencies
     <<: *preparation
     cmds:
-      # ignore 48547 rdflib - json-ld not in use
       # ignore 51358 safety - dev dependency only
-      # ignore 52322 gitpython - dev dependency only
-      # ignore 51457 py - dev dependency only
-      - poetry run safety check -i 48547 -i 51358 -i 52322 -i 51457
+      # ignore 61489 pillow - dev dependency only
+      - poetry run safety check -i 51358 -i 61489
 
-  check:bandit:
-    desc: Check source code with bandit.
+  check:ruff:
+    desc: Complain about everything else
     <<: *preparation
     cmds:
-      - poetry run bandit --exit-zero -r {{.PACKAGE}}
-      - poetry run bandit --format xml -r {{.PACKAGE}} -o {{.JUNIT_FILE}}
+      - poetry run ruff check --exit-zero tests {{.PACKAGE}} {{.XML_PARAMS}}
+      - poetry run ruff check --show-source tests {{.PACKAGE}}
+      - poetry run ruff format --check tests {{.PACKAGE}}
     vars:
-      JUNIT_FILE: ./{{.DIST_DIR}}/junit-bandit.xml
-
-  check:flake8:
-    desc: Check source code with flake8.
-    <<: *preparation
-    cmds:
-      - poetry run flake8 --exit-zero tests {{.PACKAGE}} {{.XML_PARAMS}}
-      - poetry run flake8 --show-source tests {{.PACKAGE}}
-    vars:
-      JUNIT_FILE: ./{{.DIST_DIR}}/junit-flake8.xml
-      XML_PARAMS: --format junit-xml --output-file {{.JUNIT_FILE}}
+      JUNIT_FILE: ./{{.DIST_DIR}}/junit-ruff.xml
+      XML_PARAMS: --output-format junit --output-file {{.JUNIT_FILE}}
 
   # }}}
   # {{{ build and deploy tasks
@@ -163,15 +164,17 @@ tasks:
   deploy:
     desc: Install plugin package in Corporate Memory
     deps:
-      - clean
       - build
     cmds:
       - cmemc admin workspace python install dist/*.tar.gz
       - cmemc admin workspace python list-plugins
 
   build:
-    desc: Build tarball and a wheel package.
+    desc: Build a tarball and a wheel package
     <<: *preparation
+    deps:
+      - clean
+      - poetry:check
     cmds:
       - poetry build
 
diff --git a/cmem_plugin_databus/__init__.py b/cmem_plugin_databus/__init__.py
index e69de29..b92b52a 100644
--- a/cmem_plugin_databus/__init__.py
+++ b/cmem_plugin_databus/__init__.py
@@ -0,0 +1 @@
+"""databus - main package"""
diff --git a/cmem_plugin_databus/cmem_wrappers.py b/cmem_plugin_databus/cmem_wrappers.py
index a5779cd..1902b89 100644
--- a/cmem_plugin_databus/cmem_wrappers.py
+++ b/cmem_plugin_databus/cmem_wrappers.py
@@ -1,25 +1,28 @@
 """wrappers around some wrong/impractical cmem functions not deployed yet"""
 
 
-from typing import Iterator
+from collections.abc import Iterator
+
+from cmem.cmempy.api import request
 from cmem.cmempy.dp.proxy.graph import _get_graph_uri as cmem_get_graph_uri
 from cmem.cmempy.dp.proxy.graph import get
-from cmem.cmempy.api import request
+from requests import Response
 
 
 def post_streamed_bytes(
     graph: str,
     data: Iterator[bytes],
-    endpoint_id="default",
-    replace=False,
-    content_type="text/turtle",
-):
+    endpoint_id: str = "default",
+    replace: bool = False,
+    content_type: str = "text/turtle",
+) -> Response:
     """Upload graph (streamed).
 
     Add the content of triple to a remote graph or replace the remote graph
     with the content of a triple file.
 
     Args:
+    ----
         graph (str): The URI of the remote graph.
         data: content as BytesIO
         endpoint_id (str): Optional endpoint ID (always 'default').
@@ -27,39 +30,44 @@ def post_streamed_bytes(
         content_type (str): mime type of the file to post (default is turtle)
 
     Returns:
+    -------
         requests.Response object
 
     """
     uri = cmem_get_graph_uri(endpoint_id, graph) + "&replace=" + str(replace).lower()
     headers = {"Content-Type": content_type}
     # https://2.python-requests.org/en/master/user/advanced/#streaming-uploads
-    response = request(uri, method="POST", headers=headers, data=data, stream=True)
+    response: Response = request(uri, method="POST", headers=headers, data=data, stream=True)
     return response
 
 
 def get_streamed(
-    graph,
-    endpoint_id="default",
-    owl_imports_resolution=False,
-    accept="application/n-triples",
-):
+    graph: str,
+    endpoint_id: str = "default",
+    owl_imports_resolution: bool = False,
+    accept: str = "application/n-triples",
+) -> Response:
     """GET graph (streamed).
 
     same as get
 
     Args:
+    ----
         graph (str): The URI of the requested graph.
         endpoint_id (str): Optional endpoint ID (always 'default').
         owl_imports_resolution: Optional request imported graph as well.
         accept: Optional mimetype to request.
 
     Returns:
+    -------
         requests.Response object
+
     """
-    return get(
+    response: Response = get(
         graph,
         endpoint_id=endpoint_id,
         owl_imports_resolution=owl_imports_resolution,
         accept=accept,
         stream=True,
     )
+    return response
diff --git a/cmem_plugin_databus/loader.py b/cmem_plugin_databus/loader.py
index c21ebfb..9bb9664 100644
--- a/cmem_plugin_databus/loader.py
+++ b/cmem_plugin_databus/loader.py
@@ -1,5 +1,7 @@
 """Plugin for loading one file from the databus and write it ino a dataset"""
-from typing import Any, Optional
+import http
+from collections.abc import Generator, Sequence
+from typing import Any
 
 import requests
 from cmem.cmempy.workspace.projects.resources import get_resources
@@ -7,22 +9,26 @@
 from cmem_plugin_base.dataintegration.context import (
     ExecutionContext,
     ExecutionReport,
-    PluginContext
+    PluginContext,
 )
 from cmem_plugin_base.dataintegration.description import Plugin, PluginParameter
+from cmem_plugin_base.dataintegration.entity import Entities
 from cmem_plugin_base.dataintegration.plugins import WorkflowPlugin
-from cmem_plugin_base.dataintegration.types import StringParameterType, Autocompletion
+from cmem_plugin_base.dataintegration.ports import FixedNumberOfInputs
+from cmem_plugin_base.dataintegration.types import Autocompletion, StringParameterType
 from cmem_plugin_base.dataintegration.utils import setup_cmempy_user_access
 
 from cmem_plugin_databus.utils import (
-    fetch_api_search_result, fetch_facets_options, fetch_databus_files,
+    fetch_api_search_result,
+    fetch_databus_files,
+    fetch_facets_options,
 )
 
 
 class DatabusSearch(StringParameterType):
     """Databus Search Type"""
 
-    autocompletion_depends_on_parameters: list[str] = ["databus_base_url"]
+    autocompletion_depends_on_parameters: list[str] = ["databus_base_url"]  # noqa: RUF012
 
     # auto complete for values
     allow_only_autocompleted_values: bool = True
@@ -33,9 +39,9 @@ def autocomplete(
         self,
         query_terms: list[str],
         depend_on_parameter_values: list[Any],
-        context: PluginContext,
+        context: PluginContext,  # noqa: ARG002
     ) -> list[Autocompletion]:
-
+        """Get completion options"""
         if not query_terms:
             label = "Search for Databus artifacts"
             return [Autocompletion(value="", label=f"{label}")]
@@ -48,24 +54,22 @@ def autocomplete(
                 "typeNameWeight": 0,
                 "minRelevance": 20,
                 "maxResults": 25,
-                "typeName": " Artifact"
-            }
+                "typeName": " Artifact",
+            },
         )
         return [
             Autocompletion(
                 value=f"{_.resource}",
                 label=f"{_.label}",
-            )for _ in result
+            )
+            for _ in result
         ]
 
 
 class FacetSearch(StringParameterType):
     """Facet Type"""
 
-    autocompletion_depends_on_parameters: list[str] = [
-        "databus_base_url",
-        "databus_artifact"
-    ]
+    autocompletion_depends_on_parameters: list[str] = ["databus_base_url", "databus_artifact"]  # noqa: RUF012
 
     # auto complete for values
     allow_only_autocompleted_values: bool = True
@@ -80,17 +84,14 @@ def autocomplete(
         self,
         query_terms: list[str],
         depend_on_parameter_values: list[Any],
-        context: PluginContext,
+        context: PluginContext,  # noqa: ARG002
     ) -> list[Autocompletion]:
-
+        """Get completion options"""
         databus_base_url = depend_on_parameter_values[0]
         databus_document = depend_on_parameter_values[1]
         facet_options = fetch_facets_options(
             databus_base=databus_base_url,
-            url_parameters={
-                "type": "artifact",
-                "uri": databus_document
-            }
+            url_parameters={"type": "artifact", "uri": databus_document},
         )
         _format = facet_options[self.facet_option]
         if self.facet_option == "version":
@@ -99,11 +100,12 @@ def autocomplete(
             _format = sorted(_format)
 
         result = [
-                Autocompletion(
-                    value=f"{_}",
-                    label=f"{_}",
-                ) for _ in _format
-            ]
+            Autocompletion(
+                value=f"{_}",
+                label=f"{_}",
+            )
+            for _ in _format
+        ]
         if query_terms:
             result = [_ for _ in result if _.value.find(query_terms[0]) > -1]
 
@@ -112,39 +114,39 @@ def autocomplete(
 
 class ResourceParameterType(StringParameterType):
     """Resource parameter type."""
+
     allow_only_autocompleted_values: bool = True
 
     autocomplete_value_with_labels: bool = True
 
-    file_type: Optional[str] = None
+    file_type: str | None = None
 
-    def __init__(self, file_type: Optional[str] = None):
+    def __init__(self, file_type: str | None = None):
         """Dataset parameter type."""
         self.file_type = file_type
 
     def autocomplete(
-            self,
-            query_terms: list[str],
-            depend_on_parameter_values: list[Any],
-            context: PluginContext,
+        self,
+        query_terms: list[str],
+        depend_on_parameter_values: list[Any],  # noqa: ARG002
+        context: PluginContext,
     ) -> list[Autocompletion]:
+        """Get completion options"""
         setup_cmempy_user_access(context.user)
         resources = get_resources(context.project_id)
         result = [
             Autocompletion(
                 value=f"{_['fullPath']}",
                 label=f"{_['name']}",
-            ) for _ in resources
+            )
+            for _ in resources
         ]
         if query_terms:
             result = [_ for _ in result if _.value.find(query_terms[0]) > -1]
 
         if not result and query_terms:
             result = [
-                Autocompletion(
-                    value=f"{query_terms[0]}",
-                    label=f"{query_terms[0]} (New resource)"
-                )
+                Autocompletion(value=f"{query_terms[0]}", label=f"{query_terms[0]} (New resource)")
             ]
 
         return result
@@ -152,11 +154,12 @@ def autocomplete(
 
 class DatabusFile(StringParameterType):
     """Class for DatabusFile"""
-    autocompletion_depends_on_parameters: list[str] = [
+
+    autocompletion_depends_on_parameters: list[str] = [  # noqa: RUF012
         "databus_base_url",
         "databus_artifact",
         "artifact_format",
-        "artifact_version"
+        "artifact_version",
     ]
 
     # auto complete for values
@@ -165,11 +168,12 @@ class DatabusFile(StringParameterType):
     autocomplete_value_with_labels: bool = False
 
     def autocomplete(
-            self,
-            query_terms: list[str],
-            depend_on_parameter_values: list[Any],
-            context: PluginContext,
+        self,
+        query_terms: list[str],  # noqa: ARG002
+        depend_on_parameter_values: list[Any],
+        context: PluginContext,  # noqa: ARG002
     ) -> list[Autocompletion]:
+        """Get completion options"""
         databus_base_url = depend_on_parameter_values[0]
         databus_document = depend_on_parameter_values[1]
         artifact_format = depend_on_parameter_values[2]
@@ -178,21 +182,23 @@ def autocomplete(
             endpoint=databus_base_url,
             artifact=databus_document,
             version=artifact_version,
-            file_format=artifact_format
+            file_format=artifact_format,
         )
         finalized_result = []
         for _ in result:
-            variant = _["variant"]["value"] \
-                if not _["variant"]["value"].startswith(", ") \
+            variant = (
+                _["variant"]["value"]
+                if not _["variant"]["value"].startswith(", ")
                 else _["variant"]["value"].replace(", ", "", 1)
+            )
             finalized_result.append(
                 Autocompletion(
                     value=f"{_['file']['value']}",
                     label=f'Version={_["version"]["value"]}, '
-                          f'Variant={variant}, '
-                          f'Format={_["format"]["value"]}, '
-                          f'Compression={_["compression"]["value"]}, '
-                          f'Size={_["size"]["value"]} Bytes',
+                    f'Variant={variant}, '
+                    f'Format={_["format"]["value"]}, '
+                    f'Compression={_["compression"]["value"]}, '
+                    f'Size={_["size"]["value"]} Bytes',
                 )
             )
         return finalized_result
@@ -203,21 +209,22 @@ class ResponseStream:
 
     This class allows you to stream the content of an HTTP response in manageable chunks
     without loading the entire response into memory at once. It provides an iterable
-    interface to read the response content piece by piece."""
+    interface to read the response content piece by piece.
+    """
 
     def __enter__(self):
+        """Enter context manager"""
         return self._read()
 
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        pass
+    def __exit__(self, exc_type, exc_val, exc_tb):  # noqa: ANN001
+        """Exit context manager"""
 
-    def __init__(self, response, chunk_size=1048576):
+    def __init__(self, response, chunk_size=1048576):  # noqa: ANN001
         self.response = response
         self.chunk_size = chunk_size
 
-    def _read(self):
-        for _ in self.response.iter_content(chunk_size=self.chunk_size):
-            yield _
+    def _read(self) -> Generator[bytes, None, None]:
+        yield from self.response.iter_content(chunk_size=self.chunk_size)
 
 
 @Plugin(
@@ -225,55 +232,53 @@ def _read(self):
     plugin_id="cmem_plugin_databus-Download",
     description="Download a file artifact listed in a Databus Catalog.",
     documentation="This workflow task allows for selecting and downloading a file"
-                  " artifact from a DBpedia Databus to a Corporate Memory dataset"
-                  " resource.",
+    " artifact from a DBpedia Databus to a Corporate Memory dataset resource.",
     parameters=[
         PluginParameter(
             name="databus_base_url",
             label="Databus Base URL",
             description="The deployment URL of a Databus service,"
-                        " e.g. https://databus.dbpedia.org/",
+            " e.g. https://databus.dbpedia.org/",
         ),
         PluginParameter(
             name="databus_artifact",
             label="Artifact URL",
             description="The URL of the Databus artifact. You can search by name.",
             param_type=DatabusSearch(),
-            default_value=""
+            default_value="",
         ),
         PluginParameter(
             name="artifact_format",
             label="Format",
             description="The format of the Databus artifact. You can select the"
-                        " format, after you have a proper Artifact URL selected.",
+            " format, after you have a proper Artifact URL selected.",
             param_type=FacetSearch(facet_option="format"),
-            default_value=""
+            default_value="",
         ),
         PluginParameter(
             name="artifact_version",
             label="Version",
             description="The version of Databus artifact. You can select the"
-                        " version, after you have a proper Artifact URL selected.",
+            " version, after you have a proper Artifact URL selected.",
             param_type=FacetSearch(facet_option="version"),
-            default_value=""
+            default_value="",
         ),
         PluginParameter(
             name="databus_file_id",
             label="Databus File ID",
             description="The Databus file ID of the file to download.",
-            param_type=DatabusFile()
+            param_type=DatabusFile(),
         ),
         PluginParameter(
             name="target_file",
             label="File",
-            description="File name where you want to save the dowloaded file"
-                        " from the Databus.",
+            description="File name where you want to save the downloaded file from the Databus.",
             param_type=ResourceParameterType(),
         ),
         PluginParameter(
             name="chunk_size",
             label="Chunk Size",
-            description="Chunksize during up/downloading the graph.",
+            description="Chunk size during up/downloading the graph.",
             default_value=1048576,
             advanced=True,
         ),
@@ -282,29 +287,33 @@ def _read(self):
 class SimpleDatabusLoadingPlugin(WorkflowPlugin):
     """Implementation of downloading one file from the Databus to a dataset resource."""
 
-    # pylint: disable=too-many-arguments
-    def __init__(
-            self,
-            databus_base_url: str = "https://databus.dbpedia.org/",
-            databus_artifact: str = "",
-            artifact_format: str = "",
-            artifact_version: str = "",
-            databus_file_id: str = "",
-            target_file: str = "",
-            chunk_size: int = 1048576
+    def __init__(  # noqa: PLR0913
+        self,
+        databus_base_url: str = "https://databus.dbpedia.org/",
+        databus_artifact: str = "",  # noqa: ARG002 - used to specify the file ID only
+        artifact_format: str = "",  # noqa: ARG002 - used to specify the file ID only
+        artifact_version: str = "",  # noqa: ARG002 - used to specify the file ID only
+        databus_file_id: str = "",
+        target_file: str = "",
+        chunk_size: int = 1048576,
     ) -> None:
         self.databus_url = databus_base_url
         self.databus_file_id = databus_file_id
         self.target_file = target_file
         self.chunk_size = chunk_size
-        # to get rid of unused-argument
-        _ = databus_artifact
-        _ = artifact_format
-        _ = artifact_version
+        self._set_ports()
+
+    def _set_ports(self) -> None:
+        """Define input/output ports"""
+        self.input_ports = FixedNumberOfInputs([])
+        self.output_port = None
 
     def execute(
-        self, inputs=(), context: ExecutionContext = ExecutionContext()
+        self,
+        inputs: Sequence[Entities],  # noqa: ARG002
+        context: ExecutionContext,
     ) -> None:
+        """Execute the workflow plugin on a given collection of entities."""
         setup_cmempy_user_access(context.user)
         self.log.info(f"Downloading file from {self.databus_file_id}")
 
@@ -315,11 +324,9 @@ def execute(
             timeout=3000,
         )
 
-        if databus_file_resp.status_code > 400:
+        if databus_file_resp.status_code > http.HTTPStatus.BAD_REQUEST:
             context.report.update(
-                ExecutionReport(
-                    operation_desc="Download Failed ❌", error=databus_file_resp.text
-                )
+                ExecutionReport(operation_desc="Download Failed ❌", error=databus_file_resp.text)
             )
             return
 
@@ -327,19 +334,13 @@ def execute(
             project_name=context.task.project_id(),
             resource_name=self.target_file,
             file_resource=ResponseStream(databus_file_resp),
-            replace=True
+            replace=True,
         )
-        if upload_response.status_code < 400:
+        if upload_response.status_code < http.HTTPStatus.BAD_REQUEST:
             context.report.update(
-                ExecutionReport(
-                    operation_desc="Download Successful ✓",
-                    entity_count=1
-                )
+                ExecutionReport(operation_desc="Download Successful ✓", entity_count=1)
             )
         else:
             context.report.update(
-                ExecutionReport(
-                    operation_desc="Download Failed ❌",
-                    error=upload_response.text
-                )
+                ExecutionReport(operation_desc="Download Failed ❌", error=upload_response.text)
             )
diff --git a/cmem_plugin_databus/publisher.py b/cmem_plugin_databus/publisher.py
index 801ff5a..a8d8191 100644
--- a/cmem_plugin_databus/publisher.py
+++ b/cmem_plugin_databus/publisher.py
@@ -1,27 +1,30 @@
 """Deploys a graph to the Databus"""
-import re
 import hashlib
+import http
 import json
+import re
 from collections import OrderedDict
-from datetime import datetime
-from typing import List, Tuple
+from collections.abc import Sequence
+from datetime import UTC, datetime
 
 from cmem.cmempy.workspace.tasks import get_task
 from cmem_plugin_base.dataintegration.context import ExecutionContext, ExecutionReport
 from cmem_plugin_base.dataintegration.description import Plugin, PluginParameter
+from cmem_plugin_base.dataintegration.entity import Entities
 from cmem_plugin_base.dataintegration.parameter.choice import ChoiceParameterType
 from cmem_plugin_base.dataintegration.parameter.dataset import DatasetParameterType
 from cmem_plugin_base.dataintegration.plugins import WorkflowPlugin
+from cmem_plugin_base.dataintegration.ports import FixedNumberOfInputs
 from cmem_plugin_base.dataintegration.utils import setup_cmempy_super_user_access
 from databusclient import create_distribution, createDataset, deploy
 
+from cmem_plugin_databus.cmem_wrappers import get_streamed
 from cmem_plugin_databus.utils import (
-    WebDAVException,
+    MissingMetadataError,
+    WebDAVError,
     WebDAVHandler,
     get_clock,
-    MissingMetadataException,
 )
-from cmem_plugin_databus.cmem_wrappers import get_streamed
 
 NS = "http://dalicc.net/licenselibrary/"
 
@@ -49,8 +52,8 @@
 )
 
 
-def validate_dataset_artifact_uri(uri: str):
-    """validate dataset artifact uri"""
+def validate_dataset_artifact_uri(uri: str) -> bool:
+    """Validate dataset artifact uri"""
     pattern = r"^https?://[^/]+/[^/]+/[^/]+/[^/]+/$"
 
     if re.match(pattern, uri):
@@ -61,8 +64,7 @@ def validate_dataset_artifact_uri(uri: str):
 @Plugin(
     label="Publish to a DBpedia Databus",
     description="Deploys a graph to a Databus",
-    documentation="""
-This CMEM task deploys a knowledge graph to the defined Databus Dataset.
+    documentation="""This CMEM task deploys a knowledge graph to the defined Databus Dataset.
 
 The knowledge graph will be deployed as a turtle file to the Databus.
 """,
@@ -111,7 +113,7 @@ def validate_dataset_artifact_uri(uri: str):
         PluginParameter(
             name="chunk_size",
             label="Chunk Size",
-            description="Chunksize during up/downloading the graph",
+            description="Chunk size during up/downloading the graph",
             default_value=1048576,
             advanced=True,
         ),
@@ -122,7 +124,7 @@ class DatabusDeployPlugin(WorkflowPlugin):
 
     # pylint: disable=too-many-instance-attributes
 
-    def __init__(
+    def __init__(  # noqa: PLR0913
         self,
         dataset_artifact_uri: str,
         version: str,
@@ -150,21 +152,23 @@ def __init__(
         self.fileformat = "ttl"
         self.source_dataset = source_dataset
         self.chunk_size = chunk_size
+        self._set_ports()
+
+    def _set_ports(self) -> None:
+        """Define input/output ports"""
+        self.input_ports = FixedNumberOfInputs([])
+        self.output_port = None
 
     def __get_identifier_from_artifact(self) -> tuple[str, str, str, str]:
-        databus_base, user, group, artifact = self.dataset_artifact_uri.rstrip(
-            "/ "
-        ).rsplit("/", 3)
+        databus_base, user, group, artifact = self.dataset_artifact_uri.rstrip("/ ").rsplit("/", 3)
         return str(databus_base), str(user), str(group), str(artifact)
 
-    def __fetch_graph_metadata(
-        self, context: ExecutionContext
-    ) -> Tuple[str, str, str, str]:
+    def __fetch_graph_metadata(self, context: ExecutionContext) -> tuple[str, str, str, str]:
         project_id = context.task.project_id()
         task_id = self.source_dataset
         metadata_dict = get_task(project=project_id, task=task_id)
 
-        self.log.info("Fetched " + str(metadata_dict))
+        self.log.info(f"Fetched {metadata_dict!s}")
 
         try:
             uri: str = metadata_dict["data"]["parameters"]["graph"]["value"]
@@ -172,42 +176,33 @@ def __fetch_graph_metadata(
             description: str = metadata_dict["metadata"]["description"]
             abstract: str = _generate_abstract_from_description(description)
         except KeyError as key_err:
-            raise MissingMetadataException(
-                f"CMEM task {task_id}", key_err.args[0]
-            ) from key_err
+            raise MissingMetadataError(f"CMEM task {task_id}", key_err.args[0]) from key_err
 
         for name, text in {"label": title, "description": description}.items():
             if text.strip() == "":
-                raise MissingMetadataException(f"CMEM task {task_id}", name)
+                raise MissingMetadataError(f"CMEM task {task_id}", name)
 
         return str(uri), str(title), str(abstract), str(description)
 
-    def execute(
-        self, inputs=(), context: ExecutionContext = ExecutionContext()
-    ) -> None:
-        # pylint: disable=too-many-locals
-
+    def execute(self, inputs: Sequence[Entities], context: ExecutionContext) -> None:  # noqa: ARG002
+        """Execute the workflow plugin on a given collection of entities."""
         # init summary and warnings
-        summary: List[Tuple[str, str]] = []
-        warnings: List[str] = []
+        summary: list[tuple[str, str]] = []
+        warnings: list[str] = []
 
         # handle version during execution, NOT during initialisation
         if self.version is None or self.version.strip(" ") == "":
-            self.version = datetime.now().strftime("%Y.%m.%d")
+            self.version = datetime.now(tz=UTC).strftime("%Y.%m.%d")
             summary.append(("Version automatically set to", self.version))
-            warnings.append(
-                f"Version not hardcoded, automatically set to {self.version}"
-            )
+            warnings.append(f"Version not hardcoded, automatically set to {self.version}")
         context.report.update(
             ExecutionReport(operation_desc=f"Started deploy of version {self.version}")
         )
         setup_cmempy_super_user_access()
         # deploy metadata to databus
         try:
-            graph_uri, title, abstract, description = self.__fetch_graph_metadata(
-                context
-            )
-        except MissingMetadataException as mm_exception:
+            graph_uri, title, abstract, description = self.__fetch_graph_metadata(context)
+        except MissingMetadataError as mm_exception:
             context.report.update(ExecutionReport(error=str(mm_exception)))
             return
 
@@ -219,8 +214,7 @@ def execute(
         cv_string = "_".join([f"{k}={v}" for k, v in self.cvs.items()])
 
         file_target_path = (
-            f"{group}/{artifact}/{self.version}/"
-            f"{artifact}_{cv_string}.{self.fileformat}"
+            f"{group}/{artifact}/{self.version}/" f"{artifact}_{cv_string}.{self.fileformat}"
         )
 
         # fetch data
@@ -252,12 +246,10 @@ def execute(
             create_parent_dirs=True,
             chunk_size=self.chunk_size,
         )
-        if upload_resp.status_code >= 400:
-            raise WebDAVException(upload_resp)
+        if upload_resp.status_code >= http.HTTPStatus.BAD_REQUEST:
+            raise WebDAVError(upload_resp)
 
-        context.report.update(
-            ExecutionReport(operation_desc="WebDAV Upload Successful ✓")
-        )
+        context.report.update(ExecutionReport(operation_desc="WebDAV Upload Successful ✓"))
 
         version_id = f"{databus_base}/{user}/{group}/{artifact}/{self.version}"
         file_url = f"{self.webdav_handler.dav_base}{file_target_path}"
@@ -283,9 +275,4 @@ def execute(
 
 def _generate_abstract_from_description(description: str) -> str:
     first_point = description.find(".")
-    if first_point == -1:
-        first_sentence = description
-    else:
-        first_sentence = description[0 : first_point + 1]
-
-    return first_sentence
+    return description if first_point == -1 else description[0 : first_point + 1]
diff --git a/cmem_plugin_databus/utils.py b/cmem_plugin_databus/utils.py
index d92695f..81e60df 100644
--- a/cmem_plugin_databus/utils.py
+++ b/cmem_plugin_databus/utils.py
@@ -1,6 +1,8 @@
 """Utils for handling the DBpedia Databus"""
+import http
+from collections.abc import Iterator
 from dataclasses import dataclass
-from typing import Dict, Iterator, List, Optional, Any
+from typing import Any
 from urllib.parse import urlencode
 
 import requests
@@ -13,8 +15,19 @@
 from requests import RequestException
 from SPARQLWrapper import JSON, SPARQLWrapper
 
+USED_PREFIXES = """
+PREFIX databus: <https://dataid.dbpedia.org/databus#>
+PREFIX dataid: <http://dataid.dbpedia.org/ns/core#>
+PREFIX dcat: <http://www.w3.org/ns/dcat#>
+PREFIX dct: <http://purl.org/dc/terms/>
+PREFIX dcv: <https://dataid.dbpedia.org/databus-cv#>
+PREFIX foaf: <http://xmlns.com/foaf/0.1/>
+PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
+PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
+"""
+
 
-class WebDAVException(Exception):
+class WebDAVError(Exception):
     """Generalized exception for WebDAV requests"""
 
     def __init__(self, resp: requests.Response):
@@ -24,7 +37,7 @@ def __init__(self, resp: requests.Response):
         )
 
 
-class MissingMetadataException(Exception):
+class MissingMetadataError(Exception):
     """Exception for missing metadata labels from a given Source"""
 
     def __init__(self, source: str, metadata_label: str):
@@ -35,7 +48,7 @@ def __init__(self, source: str, metadata_label: str):
 
 
 def get_clock(counter: int) -> str:
-    """returns a clock symbol"""
+    """Return a clock symbol"""
     clock = {
         0: "🕛",
         1: "🕐",
@@ -61,8 +74,8 @@ class DatabusSearchResult:
     resource: str
 
 
-def result_from_json_dict(json_dict: Dict[str, List[str]]) -> DatabusSearchResult:
-    """creates a DatabusSearchResult from a json_dict"""
+def result_from_json_dict(json_dict: dict[str, list[str]]) -> DatabusSearchResult:
+    """Create a DatabusSearchResult from a json_dict"""
     return DatabusSearchResult(
         json_dict["typeName"][0],
         float(json_dict["score"][0]),
@@ -72,29 +85,19 @@ def result_from_json_dict(json_dict: Dict[str, List[str]]) -> DatabusSearchResul
 
 
 def fetch_api_search_result(
-        databus_base: str,
-        url_parameters: Optional[dict] = None
-) -> List[DatabusSearchResult]:
-    """Fetches Search Results."""
+    databus_base: str, url_parameters: dict | None = None
+) -> list[DatabusSearchResult]:
+    """Fetch Search Results."""
     encoded_query_str = ""
     if url_parameters:
         encoded_query_str = urlencode(url_parameters)
-
     request_uri = f"{databus_base}/api/search?{encoded_query_str}"
-
     json_resp = requests.get(request_uri, timeout=30).json()
-
-    result = []
-
-    for res in json_resp["docs"]:
-        result.append(result_from_json_dict(res))
-
-    return result
+    return [result_from_json_dict(res) for res in json_resp["docs"]]
 
 
-def fetch_query_result_by_key(endpoint: str, query: str, key: str) -> List[str]:
-    """Sends a query to the given endpoint and collects all results
-    of a key in a list"""
+def fetch_query_result_by_key(endpoint: str, query: str, key: str) -> list[str]:
+    """Send a query to the given endpoint and collect all results of a key in a list"""
     sparql_service = SPARQLWrapper(endpoint)
     sparql_service.setQuery(query)
     sparql_service.setReturnFormat(JSON)
@@ -105,90 +108,64 @@ def fetch_query_result_by_key(endpoint: str, query: str, key: str) -> List[str]:
     assert isinstance(query_results, dict)  # nosec
 
     try:
-        results = list(
-            map(
-                lambda binding: str(binding[key]["value"]),
-                query_results["results"]["bindings"],
-            )
-        )
+        results = [str(binding[key]["value"]) for binding in query_results["results"]["bindings"]]
     except KeyError:
         results = []
 
     return results
 
 
-def load_accounts(sparql_endpoint: str) -> List[str]:
+def load_accounts(sparql_endpoint: str) -> list[str]:
     """Load available publishers from the databus.
-    Only accounts, not all publishers defined"""
-    query = """PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
-PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
-PREFIX foaf: <http://xmlns.com/foaf/0.1/>
-
-SELECT DISTINCT ?acc WHERE {
-  ?acc a foaf:PersonalProfileDocument .
-} """
 
+    Only accounts, not all publishers defined
+    """
+    query = f"""{USED_PREFIXES}
+    SELECT DISTINCT ?acc WHERE {{
+        ?acc a foaf:PersonalProfileDocument .
+    }}"""
     return fetch_query_result_by_key(sparql_endpoint, query, "acc")
 
 
-def load_groups(sparql_endpoint: str, publisher_uri: str) -> List[str]:
+def load_groups(sparql_endpoint: str, publisher_uri: str) -> list[str]:
     """Load groups for a given publisher ID. CARE: #this is expected at the end!"""
-    query = (
-        "PREFIX dct: <http://purl.org/dc/terms/>\n"
-        + "PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n"
-        + "PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\n"
-        + "PREFIX dataid: <http://dataid.dbpedia.org/ns/core#>\n"
-        + "SELECT DISTINCT ?group WHERE {\n"
-        + "?dataset a dataid:Dataset .\n"
-        + f"?dataset dct:publisher <{publisher_uri}> .\n"
-        "?dataset dataid:group ?group .}"
-    )
+    query = f"""{USED_PREFIXES}
+    SELECT DISTINCT ?group WHERE {{
+        ?dataset a dataid:Dataset .
+        ?dataset dct:publisher <{publisher_uri}> .
+        ?dataset dataid:group ?group .
+    }}"""
     return fetch_query_result_by_key(sparql_endpoint, query, "group")
 
 
-def load_artifacts(sparql_endpoint: str, group_id: str) -> List[str]:
+def load_artifacts(sparql_endpoint: str, group_id: str) -> list[str]:
     """Load artifacts for a given group ID"""
-    query = (
-        "PREFIX dct: <http://purl.org/dc/terms/>\n"
-        + "PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n"
-        + "PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\n"
-        + "PREFIX dataid: <http://dataid.dbpedia.org/ns/core#>\n"
-        + "SELECT DISTINCT ?artifact WHERE {\n"
-        + f"?dataset dataid:group <{group_id}> .\n"
-        + "?dataset dataid:artifact ?artifact .}"
-    )
-
+    query = f"""{USED_PREFIXES}
+    SELECT DISTINCT ?artifact WHERE {{
+        ?dataset dataid:group <{group_id}> .
+        ?dataset dataid:artifact ?artifact .
+    }}"""
     return fetch_query_result_by_key(sparql_endpoint, query, "artifact")
 
 
-def load_versions(sparql_endpoint: str, artifact_id: str) -> List[str]:
+def load_versions(sparql_endpoint: str, artifact_id: str) -> list[str]:
     """Load versions for a given artifact ID"""
-    query = (
-        "PREFIX dct: <http://purl.org/dc/terms/>\n"
-        + "PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n"
-        + "PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\n"
-        + "PREFIX dataid: <http://dataid.dbpedia.org/ns/core#>\n"
-        + "SELECT DISTINCT ?version WHERE {\n"
-        + f"?dataset dataid:artifact <{artifact_id}> .\n"
-        + "?dataset dataid:version ?version .}"
-    )
-
+    query = f"""{USED_PREFIXES}
+    SELECT DISTINCT ?version WHERE {{
+        ?dataset dataid:artifact <{artifact_id}> .
+        ?dataset dataid:version ?version .
+    }}"""
     return fetch_query_result_by_key(sparql_endpoint, query, "version")
 
 
-def load_files(sparql_endpoint: str, version_id: str) -> List[str]:
+def load_files(sparql_endpoint: str, version_id: str) -> list[str]:
     """Load files for a given version ID"""
-    query = (
-        "PREFIX dct: <http://purl.org/dc/terms/>\n"
-        + "PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n"
-        + "PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\n"
-        + "PREFIX dataid: <http://dataid.dbpedia.org/ns/core#>\n"
-        + "PREFIX dcat: <http://www.w3.org/ns/dcat#>\n"
-        + "SELECT DISTINCT ?file WHERE {\n"
-        + f"?dataset dataid:version <{version_id}> .\n"
-        + "?dataset dcat:distribution ?dist .\n"
-        + "?dist dataid:file ?file. }"
-    )
+    query = f"""{USED_PREFIXES}
+    SELECT DISTINCT ?file WHERE {{
+        ?dataset dataid:version <{version_id}> .
+        ?dataset dcat:distribution ?dist .
+        ?dist dataid:file ?file.
+    }}"""
     return fetch_query_result_by_key(sparql_endpoint, query, "file")
 
 
@@ -198,54 +175,48 @@ class DatabusFileAutocomplete(StringParameterType):
     def autocomplete(
         self,
         query_terms: list[str],
-        depend_on_parameter_values: list[Any],
-        context: PluginContext,
+        depend_on_parameter_values: list[Any],  # noqa: ARG002
+        context: PluginContext,  # noqa: ARG002
     ) -> list[Autocompletion]:
-        return self.__transform_uris_to_autocompletion(
-            self.fetch_results_by_uri(query_terms[0])
-        )
+        """Return results that match provided query terms"""
+        return self.__transform_uris_to_autocompletion(self.fetch_results_by_uri(query_terms[0]))
 
     @staticmethod
-    def fetch_results_by_uri(query_str: str) -> List[str]:
-        """
-        Fetches results for autocompletion for Databus File Identifiers
-        and returns a list of URIs
-        """
-        # pylint: disable=too-many-return-statements
-
+    def fetch_results_by_uri(query_str: str) -> list[str]:
+        """Fetch results for completion for databus file identifiers"""
         query_no_http = query_str.replace("https://", "")
         parts = query_no_http.rstrip("/ ").rsplit("/", 5)
 
         endpoint = "https://" + parts[0] + "/sparql"
 
-        normalized_querystr = query_str[0 : query_str.rfind("/")]
+        normalized_query = query_str[0 : query_str.rfind("/")]
 
+        result: list[str] = []
         try:
             if len(parts) == 1:
                 # when it's only the databus -> fetch possible accounts
-                return load_accounts(endpoint)
-            if len(parts) == 2:
+                result = load_accounts(endpoint)
+            if len(parts) == 2:  # noqa: PLR2004
                 # when it's the account return groups
                 # needs #this appended for publisher id
-                return load_groups(endpoint, normalized_querystr + "#this")
-            if len(parts) == 3:
+                result = load_groups(endpoint, normalized_query + "#this")
+            if len(parts) == 3:  # noqa: PLR2004
                 # when it's a group -> return artifacts
-                return load_artifacts(endpoint, normalized_querystr)
-            if len(parts) == 4:
+                result = load_artifacts(endpoint, normalized_query)
+            if len(parts) == 4:  # noqa: PLR2004
                 # when it's an artifact -> return versions
-                return load_versions(endpoint, normalized_querystr)
-            if len(parts) == 5:
+                result = load_versions(endpoint, normalized_query)
+            if len(parts) == 5:  # noqa: PLR2004
                 # when it's a version -> return files
-                return load_files(endpoint, normalized_querystr)
+                result = load_files(endpoint, normalized_query)
         except RequestException:
             return [query_str]
-        return [query_str]
+        return result
 
     @staticmethod
-    def __transform_uris_to_autocompletion(uri_list: List[str]) -> List[Autocompletion]:
-        """transforms a list of URIs into a list of autocompletion"""
-        result = [Autocompletion(uri, uri) for uri in uri_list]
-        return result
+    def __transform_uris_to_autocompletion(uri_list: list[str]) -> list[Autocompletion]:
+        """Transform a list of URIs into a list of autocompletion"""
+        return [Autocompletion(uri, uri) for uri in uri_list]
 
 
 class WebDAVHandler:
@@ -256,19 +227,16 @@ def __init__(self, databus_base: str, user: str, api_key: str):
         self.api_key = api_key
 
     def check_existence(self, path: str) -> bool:
-        """check if path is available"""
+        """Check if path is available"""
         try:
             resp = requests.head(url=f"{self.dav_base}{path}", timeout=4)
         except requests.RequestException:
             return False
 
-        return bool(resp.status_code == 405)
-
-    def create_dir(
-        self, path: str, session: Optional[requests.Session] = None
-    ) -> requests.Response:
-        """create directory"""
+        return bool(resp.status_code == http.HTTPStatus.METHOD_NOT_ALLOWED)
 
+    def create_dir(self, path: str, session: requests.Session | None = None) -> requests.Response:
+        """Create directory"""
         if session is None:
             session = requests.Session()
 
@@ -277,12 +245,10 @@ def create_dir(
             url=f"{self.dav_base}{path}",
             headers={"X-API-KEY": f"{self.api_key}"},
         )
-        resp = session.send(req.prepare())
-        return resp
-
-    def create_dirs(self, path: str) -> List[requests.Response]:
-        """create directories"""
+        return session.send(req.prepare())
 
+    def create_dirs(self, path: str) -> list[requests.Response]:
+        """Create directories"""
         dirs = path.split("/")
         responses = []
         current_path = ""
@@ -292,11 +258,11 @@ def create_dirs(self, path: str) -> List[requests.Response]:
                 resp = self.create_dir(current_path)
                 responses.append(resp)
                 if resp.status_code not in [200, 201, 405]:
-                    raise WebDAVException(resp)
+                    raise WebDAVError(resp)
 
         return responses
 
-    def upload_file_with_context(
+    def upload_file_with_context(  # noqa: PLR0913
         self,
         path: str,
         data: bytes,
@@ -304,7 +270,7 @@ def upload_file_with_context(
         chunk_size: int,
         create_parent_dirs: bool = False,
     ) -> requests.Response:
-        """upload file + updating report (?)"""
+        """Upload file + updating report (?)"""
         # pylint: disable=too-many-arguments
 
         context_data_generator = byte_iterator_context_update(
@@ -317,45 +283,37 @@ def upload_file_with_context(
             # when list not empty (=> every dir existed) and last one was an error
             # -> raise exception
             if responses and responses[-1].status_code not in [200, 201, 405]:
-                raise WebDAVException(responses[-1])
+                raise WebDAVError(responses[-1])
 
-        # TODO: check why mypy has a problem with this
-        resp = requests.put(
+        return requests.put(
             url=f"{self.dav_base}{path}",
             headers={"X-API-KEY": f"{self.api_key}"},
-            data=context_data_generator,  # type: ignore
+            data=context_data_generator,
             stream=True,
             timeout=3000,
         )
 
-        return resp
-
     def upload_file(
         self, path: str, data: bytes, create_parent_dirs: bool = False
     ) -> requests.Response:
-        """upload data in bytes to a path, optionally creating parent dirs."""
-
+        """Upload data in bytes to a path, optionally creating parent dirs."""
         if create_parent_dirs:
             dirpath = path.rsplit("/", 1)[0]
             self.create_dirs(dirpath)
 
-        resp = requests.put(
+        return requests.put(
             url=f"{self.dav_base}{path}",
             headers={"X-API-KEY": f"{self.api_key}"},
             data=data,
             timeout=3000,
         )
 
-        return resp
-
 
 def byte_iterator_context_update(
     data: bytes, context: ExecutionContext, chunksize: int, desc: str
 ) -> Iterator[bytes]:
-    """update Execution report"""
-    for i, chunk in enumerate(
-        [data[i : i + chunksize] for i in range(0, len(data), chunksize)]
-    ):
+    """Update Execution report"""
+    for i, chunk in enumerate([data[i : i + chunksize] for i in range(0, len(data), chunksize)]):
         op_desc = f"{desc} {get_clock(i)}"
         context.report.update(
             ExecutionReport(
@@ -367,67 +325,51 @@ def byte_iterator_context_update(
         yield chunk
 
 
-def fetch_facets_options(
-        databus_base: str,
-        url_parameters: Optional[dict] = None
-):
+def fetch_facets_options(databus_base: str, url_parameters: dict | None = None) -> dict:
     """Fetch facet options for a given document"""
     encoded_query_str = ""
     if url_parameters:
         encoded_query_str = urlencode(url_parameters)
-    headers = {
-        "Content-Type": "application/json"
-    }
+    headers = {"Content-Type": "application/json"}
     request_uri = f"{databus_base}/app/utils/facets?{encoded_query_str}"
     json_resp = requests.get(request_uri, headers=headers, timeout=30).json()
 
-    result = {
+    return {
         "version": json_resp["http://purl.org/dc/terms/hasVersion"]["values"],
-        "format":
-            json_resp["https://dataid.dbpedia.org/databus#formatExtension"]["values"]
+        "format": json_resp["https://dataid.dbpedia.org/databus#formatExtension"]["values"],
     }
 
-    return result
 
-
-def fetch_databus_files(endpoint: str, artifact: str, version: str, file_format: str):
-    """fetch databus file name based of artifact, version and format on a given
-    databus instance"""
-    query = f"""PREFIX rdfs:   <http://www.w3.org/2000/01/rdf-schema#>
-PREFIX rdf:    <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
-PREFIX dcat:   <http://www.w3.org/ns/dcat#>
-PREFIX dct:    <http://purl.org/dc/terms/>
-PREFIX dcv: <https://dataid.dbpedia.org/databus-cv#>
-PREFIX databus: <https://dataid.dbpedia.org/databus#>
-SELECT DISTINCT ?file ?version ?artifact ?license ?size ?format ?compression
- (GROUP_CONCAT(DISTINCT ?var; SEPARATOR=', ') AS ?variant) ?preview WHERE
-{{
-    GRAPH ?g
-    {{
-        ?dataset databus:artifact <{artifact}> .
-        {{ ?distribution <http://purl.org/dc/terms/hasVersion> '{version}' . }}
-        {{ ?distribution
-         <https://dataid.dbpedia.org/databus#formatExtension> '{file_format}' . }}
-        ?dataset dcat:distribution ?distribution .
-        ?distribution databus:file ?file .
-        ?distribution databus:formatExtension ?format .
-        ?distribution databus:compression ?compression .
-        ?dataset dct:license ?license .
-        ?dataset dct:hasVersion ?version .
-        ?dataset databus:artifact ?artifact .
-        OPTIONAL
-         {{ ?distribution ?p ?var. ?p rdfs:subPropertyOf databus:contentVariant . }}
-        OPTIONAL {{ ?distribution dcat:byteSize ?size . }}
+def fetch_databus_files(endpoint: str, artifact: str, version: str, file_format: str) -> list:
+    """Fetch databus file name based of artifact, version and format on a given databus instance"""
+    query = f"""{USED_PREFIXES}
+    SELECT DISTINCT ?file ?version ?artifact ?license ?size ?format ?compression
+    (GROUP_CONCAT(DISTINCT ?var; SEPARATOR=', ') AS ?variant) ?preview WHERE {{
+        GRAPH ?g {{
+            ?dataset databus:artifact <{artifact}> .
+            {{ ?distribution <http://purl.org/dc/terms/hasVersion> '{version}' . }}
+            {{ ?distribution databus:formatExtension '{file_format}' . }}
+            ?dataset dcat:distribution ?distribution .
+            ?distribution databus:file ?file .
+            ?distribution databus:formatExtension ?format .
+            ?distribution databus:compression ?compression .
+            ?dataset dct:license ?license .
+            ?dataset dct:hasVersion ?version .
+            ?dataset databus:artifact ?artifact .
+            OPTIONAL {{
+                ?distribution ?p ?var.
+                ?p rdfs:subPropertyOf databus:contentVariant .
+            }}
+            OPTIONAL {{ ?distribution dcat:byteSize ?size . }}
+        }}
     }}
-}}
-GROUP BY ?file ?version ?artifact ?license ?size ?format ?compression ?preview"""
+    GROUP BY ?file ?version ?artifact ?license ?size ?format ?compression ?preview"""
 
-    endpoint = endpoint+"/sparql"
+    endpoint = endpoint + "/sparql"
     sparql_service = SPARQLWrapper(endpoint)
     sparql_service.setQuery(query)
     sparql_service.setReturnFormat(JSON)
 
-    query_results = sparql_service.query().convert()
-    # just to make mypy stop complaining
-    assert isinstance(query_results, dict)  # nosec
-    return query_results["results"]["bindings"]  # nosec
+    query_results: dict = sparql_service.query().convert()  # type: ignore[assignment]
+    bindings: list = query_results["results"]["bindings"]
+    return bindings
diff --git a/poetry.lock b/poetry.lock
index 8126b97..ef1fdd5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,180 +1,113 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
-
-[[package]]
-name = "astroid"
-version = "2.15.6"
-description = "An abstract syntax tree for Python with inference support."
-optional = false
-python-versions = ">=3.7.2"
-files = [
-    {file = "astroid-2.15.6-py3-none-any.whl", hash = "sha256:389656ca57b6108f939cf5d2f9a2a825a3be50ba9d589670f393236e0a03b91c"},
-    {file = "astroid-2.15.6.tar.gz", hash = "sha256:903f024859b7c7687d7a7f3a3f73b17301f8e42dfd9cc9df9d4418172d3e2dbd"},
-]
-
-[package.dependencies]
-lazy-object-proxy = ">=1.4.0"
-wrapt = {version = ">=1.14,<2", markers = "python_version >= \"3.11\""}
-
-[[package]]
-name = "bandit"
-version = "1.7.5"
-description = "Security oriented static analyser for python code."
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "bandit-1.7.5-py3-none-any.whl", hash = "sha256:75665181dc1e0096369112541a056c59d1c5f66f9bb74a8d686c3c362b83f549"},
-    {file = "bandit-1.7.5.tar.gz", hash = "sha256:bdfc739baa03b880c2d15d0431b31c658ffc348e907fe197e54e0389dd59e11e"},
-]
-
-[package.dependencies]
-colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
-GitPython = ">=1.0.1"
-PyYAML = ">=5.3.1"
-rich = "*"
-stevedore = ">=1.20.0"
-
-[package.extras]
-test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "tomli (>=1.1.0)"]
-toml = ["tomli (>=1.1.0)"]
-yaml = ["PyYAML"]
-
-[[package]]
-name = "black"
-version = "23.7.0"
-description = "The uncompromising code formatter."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "black-23.7.0-cp310-cp310-macosx_10_16_arm64.whl", hash = "sha256:5c4bc552ab52f6c1c506ccae05681fab58c3f72d59ae6e6639e8885e94fe2587"},
-    {file = "black-23.7.0-cp310-cp310-macosx_10_16_universal2.whl", hash = "sha256:552513d5cd5694590d7ef6f46e1767a4df9af168d449ff767b13b084c020e63f"},
-    {file = "black-23.7.0-cp310-cp310-macosx_10_16_x86_64.whl", hash = "sha256:86cee259349b4448adb4ef9b204bb4467aae74a386bce85d56ba4f5dc0da27be"},
-    {file = "black-23.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:501387a9edcb75d7ae8a4412bb8749900386eaef258f1aefab18adddea1936bc"},
-    {file = "black-23.7.0-cp310-cp310-win_amd64.whl", hash = "sha256:fb074d8b213749fa1d077d630db0d5f8cc3b2ae63587ad4116e8a436e9bbe995"},
-    {file = "black-23.7.0-cp311-cp311-macosx_10_16_arm64.whl", hash = "sha256:b5b0ee6d96b345a8b420100b7d71ebfdd19fab5e8301aff48ec270042cd40ac2"},
-    {file = "black-23.7.0-cp311-cp311-macosx_10_16_universal2.whl", hash = "sha256:893695a76b140881531062d48476ebe4a48f5d1e9388177e175d76234ca247cd"},
-    {file = "black-23.7.0-cp311-cp311-macosx_10_16_x86_64.whl", hash = "sha256:c333286dc3ddca6fdff74670b911cccedacb4ef0a60b34e491b8a67c833b343a"},
-    {file = "black-23.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:831d8f54c3a8c8cf55f64d0422ee875eecac26f5f649fb6c1df65316b67c8926"},
-    {file = "black-23.7.0-cp311-cp311-win_amd64.whl", hash = "sha256:7f3bf2dec7d541b4619b8ce526bda74a6b0bffc480a163fed32eb8b3c9aed8ad"},
-    {file = "black-23.7.0-cp38-cp38-macosx_10_16_arm64.whl", hash = "sha256:f9062af71c59c004cd519e2fb8f5d25d39e46d3af011b41ab43b9c74e27e236f"},
-    {file = "black-23.7.0-cp38-cp38-macosx_10_16_universal2.whl", hash = "sha256:01ede61aac8c154b55f35301fac3e730baf0c9cf8120f65a9cd61a81cfb4a0c3"},
-    {file = "black-23.7.0-cp38-cp38-macosx_10_16_x86_64.whl", hash = "sha256:327a8c2550ddc573b51e2c352adb88143464bb9d92c10416feb86b0f5aee5ff6"},
-    {file = "black-23.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d1c6022b86f83b632d06f2b02774134def5d4d4f1dac8bef16d90cda18ba28a"},
-    {file = "black-23.7.0-cp38-cp38-win_amd64.whl", hash = "sha256:27eb7a0c71604d5de083757fbdb245b1a4fae60e9596514c6ec497eb63f95320"},
-    {file = "black-23.7.0-cp39-cp39-macosx_10_16_arm64.whl", hash = "sha256:8417dbd2f57b5701492cd46edcecc4f9208dc75529bcf76c514864e48da867d9"},
-    {file = "black-23.7.0-cp39-cp39-macosx_10_16_universal2.whl", hash = "sha256:47e56d83aad53ca140da0af87678fb38e44fd6bc0af71eebab2d1f59b1acf1d3"},
-    {file = "black-23.7.0-cp39-cp39-macosx_10_16_x86_64.whl", hash = "sha256:25cc308838fe71f7065df53aedd20327969d05671bac95b38fdf37ebe70ac087"},
-    {file = "black-23.7.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:642496b675095d423f9b8448243336f8ec71c9d4d57ec17bf795b67f08132a91"},
-    {file = "black-23.7.0-cp39-cp39-win_amd64.whl", hash = "sha256:ad0014efc7acf0bd745792bd0d8857413652979200ab924fbf239062adc12491"},
-    {file = "black-23.7.0-py3-none-any.whl", hash = "sha256:9fd59d418c60c0348505f2ddf9609c1e1de8e7493eab96198fc89d9f865e7a96"},
-    {file = "black-23.7.0.tar.gz", hash = "sha256:022a582720b0d9480ed82576c920a8c1dde97cc38ff11d8d8859b3bd6ca9eedb"},
-]
-
-[package.dependencies]
-click = ">=8.0.0"
-mypy-extensions = ">=0.4.3"
-packaging = ">=22.0"
-pathspec = ">=0.9.0"
-platformdirs = ">=2"
-
-[package.extras]
-colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)"]
-jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
-uvloop = ["uvloop (>=0.15.2)"]
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
-    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
+    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.2.0"
+version = "3.3.2"
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 [[package]]
@@ -193,39 +126,36 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cmem-cmempy"
-version = "23.2"
+version = "24.1.0"
 description = "API for eccenca Corporate Memory"
 optional = false
 python-versions = ">=3.9,<4.0"
 files = [
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 ]
 
 [package.dependencies]
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-email-validator = ">=2.0.0.post2,<3.0.0"
-pyparsing = ">=3.0.9,<4.0.0"
-pysocks = ">=1.7.1,<2.0.0"
+certifi = ">=2023.7.22"
+pyparsing = ">=3.1.1,<4.0.0"
 rdflib = ">=6.3.2,<7.0.0"
 requests = ">=2.31.0,<3.0.0"
-requests-toolbelt = ">=0.10.1,<0.11.0"
-six = ">=1.16.0,<2.0.0"
-urllib3 = ">=1.26.15,<2.0.0"
+requests-toolbelt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "cmem-plugin-base"
-version = "4.1.0"
+version = "4.5.0"
 description = "Base classes for developing eccenca Coporate Memory plugins."
 optional = false
 python-versions = ">=3.11,<4.0"
 files = [
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 ]
 
 [package.dependencies]
-cmem-cmempy = "23.2"
+cmem-cmempy = ">=23.3.0"
+python-ulid = ">=2.2.0,<3.0.0"
 
 [[package]]
 name = "colorama"
@@ -240,63 +170,63 @@ files = [
 
 [[package]]
 name = "coverage"
-version = "7.3.0"
+version = "7.4.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "coverage-7.4.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:46342fed0fff72efcda77040b14728049200cbba1279e0bf1188f1f2078c1d70"},
+    {file = "coverage-7.4.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9641e21670c68c7e57d2053ddf6c443e4f0a6e18e547e86af3fad0795414a628"},
+    {file = "coverage-7.4.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:aeb2c2688ed93b027eb0d26aa188ada34acb22dceea256d76390eea135083950"},
+    {file = "coverage-7.4.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d12c923757de24e4e2110cf8832d83a886a4cf215c6e61ed506006872b43a6d1"},
+    {file = "coverage-7.4.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:0491275c3b9971cdbd28a4595c2cb5838f08036bca31765bad5e17edf900b2c7"},
+    {file = "coverage-7.4.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:8dfc5e195bbef80aabd81596ef52a1277ee7143fe419efc3c4d8ba2754671756"},
+    {file = "coverage-7.4.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:1a78b656a4d12b0490ca72651fe4d9f5e07e3c6461063a9b6265ee45eb2bdd35"},
+    {file = "coverage-7.4.1-cp39-cp39-win32.whl", hash = "sha256:f90515974b39f4dea2f27c0959688621b46d96d5a626cf9c53dbc653a895c05c"},
+    {file = "coverage-7.4.1-cp39-cp39-win_amd64.whl", hash = "sha256:64e723ca82a84053dd7bfcc986bdb34af8d9da83c521c19d6b472bc6880e191a"},
+    {file = "coverage-7.4.1-pp38.pp39.pp310-none-any.whl", hash = "sha256:32a8d985462e37cfdab611a6f95b09d7c091d07668fdc26e47a725ee575fe166"},
+    {file = "coverage-7.4.1.tar.gz", hash = "sha256:1ed4b95480952b1a26d863e546fa5094564aa0065e1e5f0d4d0041f293251d04"},
 ]
 
 [package.extras]
@@ -328,39 +258,6 @@ files = [
     {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
 ]
 
-[[package]]
-name = "dill"
-version = "0.3.7"
-description = "serialize all of Python"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "dill-0.3.7-py3-none-any.whl", hash = "sha256:76b122c08ef4ce2eedcd4d1abd8e641114bfc6c2867f49f3c41facf65bf19f5e"},
-    {file = "dill-0.3.7.tar.gz", hash = "sha256:cc1c8b182eb3013e24bd475ff2e9295af86c1a38eb1aff128dac8962a9ce3c03"},
-]
-
-[package.extras]
-graph = ["objgraph (>=1.7.2)"]
-
-[[package]]
-name = "dnspython"
-version = "2.4.2"
-description = "DNS toolkit"
-optional = false
-python-versions = ">=3.8,<4.0"
-files = [
-    {file = "dnspython-2.4.2-py3-none-any.whl", hash = "sha256:57c6fbaaeaaf39c891292012060beb141791735dbb4004798328fc2c467402d8"},
-    {file = "dnspython-2.4.2.tar.gz", hash = "sha256:8dcfae8c7460a2f84b4072e26f1c9f4101ca20c071649cb7c34e8b6a93d58984"},
-]
-
-[package.extras]
-dnssec = ["cryptography (>=2.6,<42.0)"]
-doh = ["h2 (>=4.1.0)", "httpcore (>=0.17.3)", "httpx (>=0.24.1)"]
-doq = ["aioquic (>=0.9.20)"]
-idna = ["idna (>=2.1,<4.0)"]
-trio = ["trio (>=0.14,<0.23)"]
-wmi = ["wmi (>=1.5.1,<2.0.0)"]
-
 [[package]]
 name = "dparse"
 version = "0.6.3"
@@ -379,67 +276,23 @@ packaging = "*"
 conda = ["pyyaml"]
 pipenv = ["pipenv (<=2022.12.19)"]
 
-[[package]]
-name = "email-validator"
-version = "2.0.0.post2"
-description = "A robust email address syntax and deliverability validation library."
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "email_validator-2.0.0.post2-py3-none-any.whl", hash = "sha256:2466ba57cda361fb7309fd3d5a225723c788ca4bbad32a0ebd5373b99730285c"},
-    {file = "email_validator-2.0.0.post2.tar.gz", hash = "sha256:1ff6e86044200c56ae23595695c54e9614f4a9551e0e393614f764860b3d7900"},
-]
-
-[package.dependencies]
-dnspython = ">=2.0.0"
-idna = ">=2.0.0"
-
-[[package]]
-name = "flake8"
-version = "6.1.0"
-description = "the modular source code checker: pep8 pyflakes and co"
-optional = false
-python-versions = ">=3.8.1"
-files = [
-    {file = "flake8-6.1.0-py2.py3-none-any.whl", hash = "sha256:ffdfce58ea94c6580c77888a86506937f9a1a227dfcd15f245d694ae20a6b6e5"},
-    {file = "flake8-6.1.0.tar.gz", hash = "sha256:d5b3857f07c030bdb5bf41c7f53799571d75c4491748a3adcd47de929e34cd23"},
-]
-
-[package.dependencies]
-mccabe = ">=0.7.0,<0.8.0"
-pycodestyle = ">=2.11.0,<2.12.0"
-pyflakes = ">=3.1.0,<3.2.0"
-
-[[package]]
-name = "flake8-formatter-junit-xml"
-version = "0.0.6"
-description = "JUnit XML Formatter for flake8"
-optional = false
-python-versions = "*"
-files = [
-    {file = "flake8_formatter_junit_xml-0.0.6-py2.py3-none-any.whl", hash = "sha256:6358a44ecafdf0f9c8ee5314859b8d6f553dc2e55e946a24c538185e1eba7ce6"},
-    {file = "flake8_formatter_junit_xml-0.0.6.tar.gz", hash = "sha256:1ddd9356bb30ba736c3f14c769c837cfacf4f79c3d383ab963ef9d38eea05a9c"},
-]
-
-[package.dependencies]
-flake8 = ">3.0.0"
-junit-xml = ">=1.8"
-
 [[package]]
 name = "genbadge"
-version = "1.1.0"
+version = "1.1.1"
 description = "Generate badges for tools that do not provide one."
 optional = false
 python-versions = "*"
 files = [
-    {file = "genbadge-1.1.0-py2.py3-none-any.whl", hash = "sha256:add6a6beea812a8e35c612e0ea0f784bee5b984029b6a4b990721d0901fdb3c8"},
-    {file = "genbadge-1.1.0.tar.gz", hash = "sha256:a061187d49c78fc54c94410af201e873178d1bf1877701846c89341360bf79dc"},
+    {file = "genbadge-1.1.1-py2.py3-none-any.whl", hash = "sha256:c8b67ccdad2867434cdc0be7c4bd3f6af6003c466d8ff5013b8b5842ca8730de"},
+    {file = "genbadge-1.1.1.tar.gz", hash = "sha256:12cdaaacbc9e0ea3164bf580cfb87ec61ff17ae0728f09a7f0102f8ab3112f4c"},
 ]
 
 [package.dependencies]
 click = ">7.0"
+defusedxml = {version = "*", optional = true, markers = "extra == \"coverage\""}
 pillow = "*"
 requests = "*"
+setuptools = "*"
 
 [package.extras]
 all = ["defusedxml", "flake8-html"]
@@ -447,43 +300,15 @@ coverage = ["defusedxml"]
 flake8 = ["flake8-html"]
 tests = ["defusedxml"]
 
-[[package]]
-name = "gitdb"
-version = "4.0.10"
-description = "Git Object Database"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "gitdb-4.0.10-py3-none-any.whl", hash = "sha256:c286cf298426064079ed96a9e4a9d39e7f3e9bf15ba60701e95f5492f28415c7"},
-    {file = "gitdb-4.0.10.tar.gz", hash = "sha256:6eb990b69df4e15bad899ea868dc46572c3f75339735663b81de79b06f17eb9a"},
-]
-
-[package.dependencies]
-smmap = ">=3.0.1,<6"
-
-[[package]]
-name = "gitpython"
-version = "3.1.34"
-description = "GitPython is a Python library used to interact with Git repositories"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "GitPython-3.1.34-py3-none-any.whl", hash = "sha256:5d3802b98a3bae1c2b8ae0e1ff2e4aa16bcdf02c145da34d092324f599f01395"},
-    {file = "GitPython-3.1.34.tar.gz", hash = "sha256:85f7d365d1f6bf677ae51039c1ef67ca59091c7ebd5a3509aa399d4eda02d6dd"},
-]
-
-[package.dependencies]
-gitdb = ">=4.0.1,<5"
-
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
+    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
 ]
 
 [[package]]
@@ -511,32 +336,15 @@ files = [
 [package.dependencies]
 six = "*"
 
-[[package]]
-name = "isort"
-version = "5.12.0"
-description = "A Python utility / library to sort Python imports."
-optional = false
-python-versions = ">=3.8.0"
-files = [
-    {file = "isort-5.12.0-py3-none-any.whl", hash = "sha256:f84c2818376e66cf843d497486ea8fed8700b340f308f076c6fb1229dff318b6"},
-    {file = "isort-5.12.0.tar.gz", hash = "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504"},
-]
-
-[package.extras]
-colors = ["colorama (>=0.4.3)"]
-pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
-plugins = ["setuptools"]
-requirements-deprecated-finder = ["pip-api", "pipreqs"]
-
 [[package]]
 name = "jinja2"
-version = "3.1.2"
+version = "3.1.3"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
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+    {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
+    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
 ]
 
 [package.dependencies]
@@ -546,77 +354,24 @@ MarkupSafe = ">=2.0"
 i18n = ["Babel (>=2.7)"]
 
 [[package]]
-name = "junit-xml"
-version = "1.9"
-description = "Creates JUnit XML test result documents that can be read by tools such as Jenkins"
+name = "linkify-it-py"
+version = "2.0.2"
+description = "Links recognition library with FULL unicode support."
 optional = false
-python-versions = "*"
-files = [
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-]
-
-[package.dependencies]
-six = "*"
-
-[[package]]
-name = "junit-xml-2"
-version = "1.9"
-description = "Fork of https://github.com/kyrus/python-junit-xml that has tarball published to pypi"
-optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
-six = "*"
+uc-micro-py = "*"
 
-[[package]]
-name = "lazy-object-proxy"
-version = "1.9.0"
-description = "A fast and thorough lazy object proxy."
-optional = false
-python-versions = ">=3.7"
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+[package.extras]
+benchmark = ["pytest", "pytest-benchmark"]
+dev = ["black", "flake8", "isort", "pre-commit", "pyproject-flake8"]
+doc = ["myst-parser", "sphinx", "sphinx-book-theme"]
+test = ["coverage", "pytest", "pytest-cov"]
 
 [[package]]
 name = "markdown-it-py"
@@ -630,6 +385,8 @@ files = [
 ]
 
 [package.dependencies]
+linkify-it-py = {version = ">=1,<3", optional = true, markers = "extra == \"linkify\""}
+mdit-py-plugins = {version = "*", optional = true, markers = "extra == \"plugins\""}
 mdurl = ">=0.1,<1.0"
 
 [package.extras]
@@ -644,74 +401,92 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
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+version = "2.1.4"
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 [[package]]
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 [package.dependencies]
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 [package.dependencies]
@@ -815,6 +597,7 @@ typing-extensions = ">=4.1.0"
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
 install-types = ["pip"]
+mypyc = ["setuptools (>=50)"]
 reports = ["lxml"]
 
 [[package]]
@@ -830,219 +613,140 @@ files = [
 
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 [package.extras]
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
 
 [[package]]
-name = "platformdirs"
-version = "3.10.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+name = "pip"
+version = "23.3.2"
+description = "The PyPA recommended tool for installing Python packages."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
-[package.extras]
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
-
 [[package]]
 name = "pluggy"
-version = "1.3.0"
+version = "1.4.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
-[[package]]
-name = "pycodestyle"
-version = "2.11.0"
-description = "Python style guide checker"
-optional = false
-python-versions = ">=3.8"
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-
-[[package]]
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-version = "3.1.0"
-description = "passive checker of Python programs"
-optional = false
-python-versions = ">=3.8"
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-]
-
 [[package]]
 name = "pygments"
-version = "2.16.1"
+version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Pygments-2.16.1-py3-none-any.whl", hash = "sha256:13fc09fa63bc8d8671a6d247e1eb303c4b343eaee81d861f3404db2935653692"},
-    {file = "Pygments-2.16.1.tar.gz", hash = "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"},
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 ]
 
 [package.extras]
 plugins = ["importlib-metadata"]
-
-[[package]]
-name = "pylint"
-version = "2.17.5"
-description = "python code static checker"
-optional = false
-python-versions = ">=3.7.2"
-files = [
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-
-[package.dependencies]
-astroid = ">=2.15.6,<=2.17.0-dev0"
-colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-dill = {version = ">=0.3.6", markers = "python_version >= \"3.11\""}
-isort = ">=4.2.5,<6"
-mccabe = ">=0.6,<0.8"
-platformdirs = ">=2.2.0"
-tomlkit = ">=0.10.1"
-
-[package.extras]
-spelling = ["pyenchant (>=3.2,<4.0)"]
-testutils = ["gitpython (>3)"]
-
-[[package]]
-name = "pylint-junit"
-version = "0.3.2"
-description = "pylint reporter for junit format."
-optional = false
-python-versions = "*"
-files = [
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-]
-
-[package.dependencies]
-junit-xml-2 = "*"
-pylint = "*"
+windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyparsing"
@@ -1058,27 +762,15 @@ files = [
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
-[[package]]
-name = "pysocks"
-version = "1.7.1"
-description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information."
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-files = [
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-]
-
 [[package]]
 name = "pytest"
-version = "7.4.1"
+version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.4.1-py3-none-any.whl", hash = "sha256:460c9a59b14e27c602eb5ece2e47bec99dc5fc5f6513cf924a7d03a578991b1f"},
-    {file = "pytest-7.4.1.tar.gz", hash = "sha256:2f2301e797521b23e4d2585a0a3d7b5e50fdddaaf7e7d6773ea26ddb17c213ab"},
+    {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
+    {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
 ]
 
 [package.dependencies]
@@ -1108,6 +800,21 @@ pytest = ">=4.6"
 [package.extras]
 testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
 
+[[package]]
+name = "pytest-dotenv"
+version = "0.5.2"
+description = "A py.test plugin that parses environment files before running tests"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pytest-dotenv-0.5.2.tar.gz", hash = "sha256:2dc6c3ac6d8764c71c6d2804e902d0ff810fa19692e95fe138aefc9b1aa73732"},
+    {file = "pytest_dotenv-0.5.2-py3-none-any.whl", hash = "sha256:40a2cece120a213898afaa5407673f6bd924b1fa7eafce6bda0e8abffe2f710f"},
+]
+
+[package.dependencies]
+pytest = ">=5.0.0"
+python-dotenv = ">=0.9.1"
+
 [[package]]
 name = "pytest-memray"
 version = "1.5.0"
@@ -1129,52 +836,28 @@ lint = ["black (==22.12)", "isort (==5.11.4)", "mypy (==0.991)", "ruff (==0.0.27
 test = ["covdefaults (>=2.2.2)", "coverage (>=7.0.5)", "flaky (>=3.7)", "pytest (>=7.2)", "pytest-xdist (>=3.1)"]
 
 [[package]]
-name = "pyyaml"
-version = "6.0.1"
-description = "YAML parser and emitter for Python"
+name = "python-dotenv"
+version = "1.0.1"
+description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
+files = [
+    {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
+    {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
+]
+
+[package.extras]
+cli = ["click (>=5.0)"]
+
+[[package]]
+name = "python-ulid"
+version = "2.2.0"
+description = "Universally unique lexicographically sortable identifier"
+optional = false
+python-versions = ">=3.9"
 files = [
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 ]
 
 [[package]]
@@ -1221,13 +904,13 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-toolbelt"
-version = "0.10.1"
+version = "1.0.0"
 description = "A utility belt for advanced users of python-requests"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
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 ]
 
 [package.dependencies]
@@ -1235,13 +918,13 @@ requests = ">=2.0.1,<3.0.0"
 
 [[package]]
 name = "rich"
-version = "13.5.2"
+version = "13.7.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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+    {file = "rich-13.7.0.tar.gz", hash = "sha256:5cb5123b5cf9ee70584244246816e9114227e0b98ad9176eede6ad54bf5403fa"},
 ]
 
 [package.dependencies]
@@ -1251,6 +934,32 @@ pygments = ">=2.13.0,<3.0.0"
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
+[[package]]
+name = "ruff"
+version = "0.1.15"
+description = "An extremely fast Python linter and code formatter, written in Rust."
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
 [[package]]
 name = "safety"
 version = "1.10.3"
@@ -1271,19 +980,19 @@ setuptools = "*"
 
 [[package]]
 name = "setuptools"
-version = "68.1.2"
+version = "69.0.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "setuptools-69.0.3-py3-none-any.whl", hash = "sha256:385eb4edd9c9d5c17540511303e39a147ce2fc04bc55289c322b9e5904fe2c05"},
+    {file = "setuptools-69.0.3.tar.gz", hash = "sha256:be1af57fc409f93647f2e8e4573a142ed38724b8cdd389706a867bb4efcf1e78"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5,<=7.1.2)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "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"]
+testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "six"
@@ -1296,17 +1005,6 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
-[[package]]
-name = "smmap"
-version = "5.0.0"
-description = "A pure Python implementation of a sliding window memory map manager"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "smmap-5.0.0-py3-none-any.whl", hash = "sha256:2aba19d6a040e78d8b09de5c57e96207b09ed71d8e55ce0959eeee6c8e190d94"},
-    {file = "smmap-5.0.0.tar.gz", hash = "sha256:c840e62059cd3be204b0c9c9f74be2c09d5648eddd4580d9314c3ecde0b30936"},
-]
-
 [[package]]
 name = "sparqlwrapper"
 version = "2.0.0"
@@ -1328,29 +1026,23 @@ keepalive = ["keepalive (>=0.5)"]
 pandas = ["pandas (>=1.3.5)"]
 
 [[package]]
-name = "stevedore"
-version = "5.1.0"
-description = "Manage dynamic plugins for Python applications"
+name = "textual"
+version = "0.48.1"
+description = "Modern Text User Interface framework"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.8,<4.0"
 files = [
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-    {file = "stevedore-5.1.0.tar.gz", hash = "sha256:a54534acf9b89bc7ed264807013b505bf07f74dbe4bcfa37d32bd063870b087c"},
+    {file = "textual-0.48.1-py3-none-any.whl", hash = "sha256:caa12b0e2171c50b78171059cb8dd56df72e7e4fd3fd760215343b6c30e975d8"},
+    {file = "textual-0.48.1.tar.gz", hash = "sha256:df39371a0404a41dbb45ea0bc0c3e853ec5bc33236d71c9226a94192db0a637e"},
 ]
 
 [package.dependencies]
-pbr = ">=2.0.0,<2.1.0 || >2.1.0"
+markdown-it-py = {version = ">=2.1.0", extras = ["linkify", "plugins"]}
+rich = ">=13.3.3"
+typing-extensions = ">=4.4.0,<5.0.0"
 
-[[package]]
-name = "tomlkit"
-version = "0.12.1"
-description = "Style preserving TOML library"
-optional = false
-python-versions = ">=3.7"
-files = [
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-    {file = "tomlkit-0.12.1.tar.gz", hash = "sha256:38e1ff8edb991273ec9f6181244a6a391ac30e9f5098e7535640ea6be97a7c86"},
-]
+[package.extras]
+syntax = ["tree-sitter (>=0.20.1,<0.21.0)", "tree_sitter_languages (>=1.7.0)"]
 
 [[package]]
 name = "typed-ast"
@@ -1424,155 +1116,61 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=5.2,<6.0)", "isort (>=5.0.6,<6.
 
 [[package]]
 name = "types-requests"
-version = "2.31.0.2"
+version = "2.31.0.20240125"
 description = "Typing stubs for requests"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
-    {file = "types-requests-2.31.0.2.tar.gz", hash = "sha256:6aa3f7faf0ea52d728bb18c0a0d1522d9bfd8c72d26ff6f61bfc3d06a411cf40"},
-    {file = "types_requests-2.31.0.2-py3-none-any.whl", hash = "sha256:56d181c85b5925cbc59f4489a57e72a8b2166f18273fd8ba7b6fe0c0b986f12a"},
+    {file = "types-requests-2.31.0.20240125.tar.gz", hash = "sha256:03a28ce1d7cd54199148e043b2079cdded22d6795d19a2c2a6791a4b2b5e2eb5"},
+    {file = "types_requests-2.31.0.20240125-py3-none-any.whl", hash = "sha256:9592a9a4cb92d6d75d9b491a41477272b710e021011a2a3061157e2fb1f1a5d1"},
 ]
 
 [package.dependencies]
-types-urllib3 = "*"
-
-[[package]]
-name = "types-urllib3"
-version = "1.26.25.14"
-description = "Typing stubs for urllib3"
-optional = false
-python-versions = "*"
-files = [
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-    {file = "types_urllib3-1.26.25.14-py3-none-any.whl", hash = "sha256:9683bbb7fb72e32bfe9d2be6e04875fbe1b3eeec3cbb4ea231435aa7fd6b4f0e"},
-]
+urllib3 = ">=2"
 
 [[package]]
 name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.9.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-content-hash = "d82aaf736a322c9bd5367a1783c3d73a8c65c57cf42caec8df94e4f452e448d8"
+content-hash = "c05d61c08326fd973ca9c5a4564b4741736082bb90e348b76c8aedc97578d472"
diff --git a/pyproject.toml b/pyproject.toml
index c234abf..1598f2b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,28 +16,26 @@ keywords = [
 homepage = "https://github.com/dbpedia/cmem-plugin-databus"
 
 [tool.poetry.dependencies]
+# if you need to change python version here, change it also in .python-version
 python = "^3.11"
-cmem-plugin-base = "^4.0.0"
 databusclient = "0.8"
 SPARQLWrapper = "^2.0.0"
 
+[tool.poetry.dependencies.cmem-plugin-base]
+version = "^4.3.0"
+allow-prereleases = false
 
 [tool.poetry.group.dev.dependencies]
-bandit = "^1.7.5"
-black = "^23.3.0"
-coverage = "^7.2.3"
-defusedxml = "^0.7.1"
-flake8-formatter-junit-xml = "^0.0.6"
-genbadge = "^1.1.0"
+genbadge = {extras = ["coverage"], version = "^1.1.1"}
 mypy = "^1.2.0"
-pillow = "^9.5.0"
-pylint-junit = "^0.3.2"
+pip = ">=23.3" # Avoid safety issue 62044 for pip less than 23.3
 pytest = "^7.3.1"
-pytest-cov = "^4.0.0"
-pytest-memray = "^1.4.0"
+pytest-cov = "^4.1.0"
+pytest-dotenv = "^0.5.2"
+pytest-memray = { version = "^1.5.0",  markers = "platform_system != 'Windows'" }
+ruff = "^0.1.5"
 safety = "^1.10.3"
 typed-ast = "^1.5.4"
-wheel = "^0.38.4"
 types-requests = "^2.28.10"
 
 [build-system]
@@ -48,23 +46,7 @@ build-backend = "poetry_dynamic_versioning.backend"
 enable = true
 vcs = "git"
 dirty = true
-
-[tool.pylint.MASTER]
-load-plugins="pylint_junit"
-
-[tool.pylint.General]
-ignore = "version.py"
-
-[tool.pylint.'MESSAGES CONTROL']
-extension-pkg-whitelist = "pydantic"
-disable = "fixme"
-
-# https://black.readthedocs.io/en/stable/guides/using_black_with_other_tools.html#pylint
-[tool.pylint.messages_control]
-disable = "R0903"
-
-[tool.pylint.format]
-max-line-length = "88"
+bump = true
 
 [tool.mypy]
 warn_return_any = true
@@ -73,3 +55,32 @@ ignore_missing_imports = true
 [tool.pytest.ini_options]
 addopts = ""
 
+[tool.ruff]
+line-length = 100
+target-version = "py311"
+
+[tool.ruff.format]
+line-ending = "lf" # Use `\n` line endings for all files
+
+[tool.ruff.lint]
+select = ["ALL"]
+ignore = [
+    "ANN101",  # Missing type annotation for self in method
+    "ANN204",  # Missing return type annotation for special method `__init__`
+    "COM812",  # missing-trailing-comma
+    "D107",    # Missing docstring in __init__
+    "D203",    # [*] 1 blank line required before class docstring
+    "D211",    # No blank lines allowed before class docstring
+    "D213",    # Multi-line docstring summary should start at the second line
+    "D400",    # First line should end with a period
+    "D415",    # First line should end with a period, question mark, or exclamation point
+    "EM",      # Exception texts - https://docs.astral.sh/ruff/rules/#flake8-errmsg-em
+    "FBT",     # The Boolean Trap - https://docs.astral.sh/ruff/rules/#flake8-boolean-trap-fbt
+    "FIX002",  # Allow to add TODO notes in the code
+    "G004",    # Logging statement uses f-string
+    "ISC001",  # single-line-implicit-string-concatenation
+    "PD",      # opinionated linting for pandas code
+    "S101",    # use of assert detected
+    "TRY003",  # Avoid specifying long messages outside the exception class
+]
+
diff --git a/tests/__init__.py b/tests/__init__.py
index e69de29..30ea453 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -0,0 +1 @@
+"""tests"""
diff --git a/tests/test_databus.py b/tests/test_databus.py
deleted file mode 100644
index 2ea9cdb..0000000
--- a/tests/test_databus.py
+++ /dev/null
@@ -1,34 +0,0 @@
-"""Plugin tests."""
-import pytest
-from cmem_plugin_databus.utils import DatabusFileAutocomplete
-
-# def test_plugin():
-#     plugin = SimpleDatabusLoadingPlugin(
-#         "https://d8lr.tools.dbpedia.org/jlareck/migration/stw-thesaurus-for-economics_2/1.0.10-alpha/stw-thesaurus-for-economics_2.ttl"
-#     )
-#
-#     plugin.execute()
-
-
-@pytest.mark.skip(reason="need to rewrite")
-def test_fetch_results():
-    len_mappings = {
-        "https://d8lr.tools.dbpedia.org": 2,
-        "https://d8lr.tools.dbpedia.org/jlareck/": 3,
-        "https://d8lr.tools.dbpedia.org/jlareck/migration/": 4,
-        "https://d8lr.tools.dbpedia.org/jlareck/migration/omwn-cow_1/": 5,
-        "https://d8lr.tools.dbpedia.org/jlareck/migration/omwn-cow_1/1.0.10-alpha/": 6,
-    }
-
-    def assert_correct_result_sizes(databus_uri: str, expected_size: int) -> None:
-        results = DatabusFileAutocomplete.fetch_results_by_uri(databus_uri)
-        assert len(results) > 0
-        for result in results:
-            assert len(result.replace("https://", "").split("/")) == expected_size
-
-    for uri, expected_path_size in len_mappings.items():
-        assert_correct_result_sizes(uri, expected_path_size)
-
-
-def test_dummy():
-    assert 1 == 1
diff --git a/tests/test_loader.py b/tests/test_loader.py
index b223f7e..33b83e3 100644
--- a/tests/test_loader.py
+++ b/tests/test_loader.py
@@ -1,32 +1,45 @@
+"""Tests for the loader plugin"""
 import io
+from collections.abc import Generator
 from dataclasses import dataclass
+from typing import Any
 
 import pytest
-from cmem.cmempy.workspace.projects.project import make_new_project, delete_project
-from cmem.cmempy.workspace.projects.resources.resource import resource_exist, \
-    create_resource
-
-from cmem_plugin_databus.loader import SimpleDatabusLoadingPlugin, DatabusSearch, \
-    ResourceParameterType, FacetSearch, DatabusFile
-from .utils import needs_cmem, TestExecutionContext, TestPluginContext
-
-DATABUS_BASE_URL = "https://databus.dbpedia.org"
-DATABUS_DOCUMENT = f"{DATABUS_BASE_URL}/cmempydeveloper/CorporateMemory/Documentation"
-DOCUMENT_VERSION = "23.01"
-DOCUMENT_FORMAT = "md"
-DATABUS_FILE = (
-    f"{DATABUS_BASE_URL}/cmempydeveloper/CorporateMemory/"
-    f"Documentation/{DOCUMENT_VERSION}/Documentation.md"
+from cmem.cmempy.workspace.projects.project import delete_project, make_new_project
+from cmem.cmempy.workspace.projects.resources.resource import create_resource, resource_exist
+from cmem_plugin_base.dataintegration.context import PluginContext
+from cmem_plugin_base.dataintegration.types import ParameterType
+
+from cmem_plugin_databus.loader import (
+    DatabusFile,
+    DatabusSearch,
+    FacetSearch,
+    ResourceParameterType,
+    SimpleDatabusLoadingPlugin,
 )
+from tests.utils import TestExecutionContext, TestPluginContext, needs_cmem
+
+
+@dataclass
+class FixtureDataLoading:
+    """FixtureData Loader Testing"""
+
+    project_name: str = "databus_sample_project"
+    resource_name: str = "sample_test.txt"
+    databus_base_url: str = "https://databus.dbpedia.org"
+    databus_document: str = f"{databus_base_url}/cmempydeveloper/CorporateMemory/Documentation"
+    document_version: str = "23.01"
+    document_format: str = "md"
+    databus_file: str = f"{databus_document}/{document_version}/Documentation.md"
 
 
 def get_autocomplete_values(
-        parameter,
-        query_terms,
-        depend_on_parameter_values,
-        context
-):
-    """get autocomplete values"""
+    parameter: ParameterType,
+    query_terms: list[str],
+    depend_on_parameter_values: list[Any],
+    context: PluginContext,
+) -> list:
+    """Get autocomplete values"""
     if depend_on_parameter_values is None:
         depend_on_parameter_values = []
     return [
@@ -34,214 +47,213 @@ def get_autocomplete_values(
         for x in parameter.autocomplete(
             query_terms=query_terms,
             depend_on_parameter_values=depend_on_parameter_values,
-            context=context
+            context=context,
         )
     ]
 
 
 @pytest.fixture(name="project")
-def project():
-    """Provides the DI build project incl. assets."""
-    project_name = 'databus_sample_project'
-    make_new_project(project_name)
-    yield project_name
-    delete_project(project_name)
-
-
-@pytest.fixture(name="resource")
-def resource(project):
-    """setup json resource"""
-    _resource_name = "sample_test.txt"
+def project() -> Generator[FixtureDataLoading, Any, None]:
+    """Provide the DI build project incl. assets."""
+    _ = FixtureDataLoading()
+    make_new_project(_.project_name)
     create_resource(
-        project_name=project,
-        resource_name=_resource_name,
+        project_name=_.project_name,
+        resource_name=_.resource_name,
         file_resource=io.StringIO("SAMPLE CONTENT"),
-        replace=True
+        replace=True,
     )
-
-    @dataclass
-    class FixtureDate:
-        """fixture dataclass"""
-        project_name = project
-        resource_name = _resource_name
-
-    _ = FixtureDate()
     yield _
+    delete_project(_.project_name)
 
 
 @needs_cmem
-def test_databus_load(project):
+def test_databus_load(project: FixtureDataLoading) -> None:
+    """Test databus load"""
+    _ = project
     resource_name = "upload_readme.md"
     databus_load = SimpleDatabusLoadingPlugin(
-        databus_base_url=DATABUS_BASE_URL,
+        databus_base_url=_.databus_base_url,
         databus_artifact="",
         artifact_format="",
         artifact_version="",
         databus_file_id="https://databus.dbpedia.org/cmempydeveloper/CorporateMemory"
-                        "/Documentation/23.02/Documentation.md",
-        target_file=resource_name
-    )
-    databus_load.execute(
-        inputs=(),
-        context=TestExecutionContext(project_id=project)
+        "/Documentation/23.02/Documentation.md",
+        target_file=resource_name,
     )
-    assert resource_exist(project_name=project, resource_name=resource_name)
+    databus_load.execute(inputs=(), context=TestExecutionContext(project_id=_.project_name))
+    assert resource_exist(project_name=_.project_name, resource_name=resource_name)
 
 
 @needs_cmem
-def test_databus_search_auto_complete():
+def test_databus_search_auto_complete(project: FixtureDataLoading) -> None:
+    """Test databus search autocompletion"""
+    _ = project
     parameter = DatabusSearch()
-    assert '' in get_autocomplete_values(
-        parameter,
-        [],
-        depend_on_parameter_values=[],
-        context=TestPluginContext())
+    assert "" in get_autocomplete_values(
+        parameter, [], depend_on_parameter_values=[], context=TestPluginContext()
+    )
 
-    assert len(get_autocomplete_values(
-        parameter,
-        ['NOTFOUND'],
-        depend_on_parameter_values=[DATABUS_BASE_URL],
-        context=TestPluginContext())) == 0
+    assert (
+        len(
+            get_autocomplete_values(
+                parameter,
+                ["NOTFOUND"],
+                depend_on_parameter_values=[_.databus_base_url],
+                context=TestPluginContext(),
+            )
+        )
+        == 0
+    )
 
 
 @needs_cmem
-def test_resource_parameter_type_completion(resource):
-    """test resource parameter type completion"""
-    project_name = resource.project_name
-    resource_name = resource.resource_name
+def test_resource_parameter_type_completion(project: FixtureDataLoading) -> None:
+    """Test resource parameter type completion"""
+    _ = project
+    project_name = _.project_name
+    resource_name = _.resource_name
     parameter = ResourceParameterType()
     context = TestPluginContext(project_name)
     assert resource_name in get_autocomplete_values(
-        parameter,
-        [],
-        depend_on_parameter_values=[],
-        context=context
+        parameter, [], depend_on_parameter_values=[], context=context
     )
     new_resource_name = "lkshfkdsjfhsd"
-    assert len(
-        get_autocomplete_values(
-            parameter,
-            [new_resource_name],
-            depend_on_parameter_values=[],
-            context=context
+    assert (
+        len(
+            get_autocomplete_values(
+                parameter, [new_resource_name], depend_on_parameter_values=[], context=context
+            )
         )
-    ) == 1
+        == 1
+    )
     assert new_resource_name in get_autocomplete_values(
-        parameter,
-        [new_resource_name],
-        depend_on_parameter_values=[],
-        context=context
+        parameter, [new_resource_name], depend_on_parameter_values=[], context=context
     )
 
 
 @needs_cmem
-def test_facet_search_auto_complete():
-    parameter = FacetSearch(facet_option='format')
-    assert DOCUMENT_FORMAT in get_autocomplete_values(
+def test_facet_search_auto_complete(project: FixtureDataLoading) -> None:
+    """Test facet search autocompletion"""
+    _ = project
+    parameter = FacetSearch(facet_option="format")
+    assert _.document_format in get_autocomplete_values(
         parameter,
         [],
-        depend_on_parameter_values=[
-            DATABUS_BASE_URL,
-            DATABUS_DOCUMENT
-        ],
-        context=TestPluginContext())
+        depend_on_parameter_values=[_.databus_base_url, _.databus_document],
+        context=TestPluginContext(),
+    )
 
-    assert len(get_autocomplete_values(
-        parameter,
-        ['NOTFOUND'],
-        depend_on_parameter_values=[
-            DATABUS_BASE_URL,
-            DATABUS_DOCUMENT
-        ],
-        context=TestPluginContext())) == 0
+    assert (
+        len(
+            get_autocomplete_values(
+                parameter,
+                ["NOTFOUND"],
+                depend_on_parameter_values=[_.databus_base_url, _.databus_document],
+                context=TestPluginContext(),
+            )
+        )
+        == 0
+    )
 
-    parameter = FacetSearch(facet_option='version')
-    assert DOCUMENT_VERSION in get_autocomplete_values(
+    parameter = FacetSearch(facet_option="version")
+    assert _.document_version in get_autocomplete_values(
         parameter,
         [],
-        depend_on_parameter_values=[
-            DATABUS_BASE_URL,
-            DATABUS_DOCUMENT
-        ],
-        context=TestPluginContext())
-    assert DOCUMENT_VERSION not in get_autocomplete_values(
+        depend_on_parameter_values=[_.databus_base_url, _.databus_document],
+        context=TestPluginContext(),
+    )
+    assert _.document_version not in get_autocomplete_values(
         parameter,
         ["23.02"],
-        depend_on_parameter_values=[
-            DATABUS_BASE_URL,
-            DATABUS_DOCUMENT
-        ],
-        context=TestPluginContext())
-    assert len(
-        get_autocomplete_values(
-            parameter,
-            [],
-            depend_on_parameter_values=[
-                DATABUS_BASE_URL,
-                DATABUS_DOCUMENT
-            ],
-            context=TestPluginContext()
+        depend_on_parameter_values=[_.databus_base_url, _.databus_document],
+        context=TestPluginContext(),
+    )
+    assert (
+        len(
+            get_autocomplete_values(
+                parameter,
+                [],
+                depend_on_parameter_values=[_.databus_base_url, _.databus_document],
+                context=TestPluginContext(),
+            )
         )
-    ) == 2
-    assert len(get_autocomplete_values(
-        parameter,
-        ['NOTFOUND'],
-        depend_on_parameter_values=[
-            DATABUS_BASE_URL,
-            DATABUS_DOCUMENT
-        ],
-        context=TestPluginContext())) == 0
+        == 2  # noqa: PLR2004
+    )
+    assert (
+        len(
+            get_autocomplete_values(
+                parameter,
+                ["NOTFOUND"],
+                depend_on_parameter_values=[_.databus_base_url, _.databus_document],
+                context=TestPluginContext(),
+            )
+        )
+        == 0
+    )
 
 
 @needs_cmem
-def test_databus_file_auto_complete():
+def test_databus_file_auto_complete(project: FixtureDataLoading) -> None:
+    """Test databus file completion"""
+    _ = project
     parameter = DatabusFile()
-    assert DATABUS_FILE in get_autocomplete_values(
+    assert _.databus_file in get_autocomplete_values(
         parameter,
         [],
         depend_on_parameter_values=[
-            DATABUS_BASE_URL,
-            DATABUS_DOCUMENT,
-            DOCUMENT_FORMAT,
-            DOCUMENT_VERSION
+            _.databus_base_url,
+            _.databus_document,
+            _.document_format,
+            _.document_version,
         ],
-        context=TestPluginContext())
-    assert len(
-        get_autocomplete_values(
-            parameter,
-            [],
-            depend_on_parameter_values=[
-                DATABUS_BASE_URL,
-                DATABUS_DOCUMENT,
-                DOCUMENT_FORMAT,
-                DOCUMENT_VERSION
-            ],
-            context=TestPluginContext()
+        context=TestPluginContext(),
+    )
+    assert (
+        len(
+            get_autocomplete_values(
+                parameter,
+                [],
+                depend_on_parameter_values=[
+                    _.databus_base_url,
+                    _.databus_document,
+                    _.document_format,
+                    _.document_version,
+                ],
+                context=TestPluginContext(),
+            )
         )
-    ) == 1
-    assert len(
-        get_autocomplete_values(
-            parameter,
-            ["ADSLASD"],
-            depend_on_parameter_values=[
-                DATABUS_BASE_URL,
-                DATABUS_DOCUMENT,
-                DOCUMENT_FORMAT,
-                DOCUMENT_VERSION
-            ],
-            context=TestPluginContext()
+        == 1
+    )
+    assert (
+        len(
+            get_autocomplete_values(
+                parameter,
+                ["ADSLASD"],
+                depend_on_parameter_values=[
+                    _.databus_base_url,
+                    _.databus_document,
+                    _.document_format,
+                    _.document_version,
+                ],
+                context=TestPluginContext(),
+            )
         )
-    ) == 1
-    assert len(
-        get_autocomplete_values(
-            parameter,
-            [],
-            depend_on_parameter_values=[
-                DATABUS_BASE_URL,
-                DATABUS_DOCUMENT,
-                "NOTFOUND",
-                DOCUMENT_VERSION
-            ],
-            context=TestPluginContext()
+        == 1
+    )
+    assert (
+        len(
+            get_autocomplete_values(
+                parameter,
+                [],
+                depend_on_parameter_values=[
+                    _.databus_base_url,
+                    _.databus_document,
+                    "NOTFOUND",
+                    _.document_version,
+                ],
+                context=TestPluginContext(),
+            )
         )
-    ) == 0
+        == 0
+    )
diff --git a/tests/utils.py b/tests/utils.py
index 22e7a0d..438fc63 100644
--- a/tests/utils.py
+++ b/tests/utils.py
@@ -1,5 +1,6 @@
 """Testing utilities."""
 import os
+from typing import ClassVar
 
 import pytest
 
@@ -7,11 +8,11 @@
 from cmem.cmempy.api import get_token
 from cmem.cmempy.config import get_oauth_default_credentials
 from cmem_plugin_base.dataintegration.context import (
-    PluginContext,
-    UserContext,
-    TaskContext,
     ExecutionContext,
+    PluginContext,
     ReportContext,
+    TaskContext,
+    UserContext,
 )
 
 needs_cmem = pytest.mark.skipif(
@@ -23,7 +24,7 @@ class TestUserContext(UserContext):
     """dummy user context that can be used in tests"""
 
     __test__ = False
-    default_credential: dict = {}
+    default_credential: ClassVar[dict] = {}
 
     def __init__(self):
         # get access token from default service account