diff --git a/.circleci/config.yml b/.circleci/config.yml
index 234e7fe..cd91f09 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -54,11 +54,12 @@ jobs:
       - attach_workspace:
           at: .
       - run:
-          name: Lint code
-          command: poetry run flake8 << pipeline.parameters.python-module >>
-      - run:
-          name: Lint tests
-          command: poetry run flake8 tests/
+          name: Lint and format code and sort imports
+          # ruff check --select I . : check linting and imports sorting without fixing (to fix, use --fix)
+          # ruff format --check . : check code formatting without fixing (to fix, remove --check)
+          command: |
+            poetry run ruff check --select I .
+            poetry run ruff format --check .
 
   tests:
     docker:
diff --git a/.gitignore b/.gitignore
index 1ca990c..e9b03d7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -41,7 +41,13 @@ js-built
 /udata/static/
 /jsdoc/
 *.rdb
+
+# Python packaging
+.ruff_cache
 venv
+.venv
+.python-version
+uv.lock
 
 # Installer logs
 pip-log.txt
@@ -74,4 +80,4 @@ Procfile
 .idea
 
 # Config
-config.toml
\ No newline at end of file
+config.toml
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..5502517
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,19 @@
+repos:
+
+  # https://github.com/pre-commit/pre-commit-hooks#pre-commit-hooks
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.6.0
+    hooks:
+      - id: check-yaml
+      - id: end-of-file-fixer
+      - id: trailing-whitespace
+      - id: check-added-large-files
+
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.6.5 # Ruff version
+    hooks:
+      # Run the linter
+      - id: ruff
+        args: [--fix, --exit-non-zero-on-fix, --extend-select, I]
+      # Run the formatter
+      - id: ruff-format
diff --git a/README.md b/README.md
index 9e40d3d..7c39ea5 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ You can now access the raw postgrest API on http://localhost:8080.
 
 Now you can launch the proxy (ie the app):
 
-```
+```shell
 poetry install
 poetry run adev runserver -p8005 api_tabular/app.py        # Api related to apified CSV files by udata-hydra
 poetry run adev runserver -p8005 api_tabular/metrics.py    # Api related to udata's metrics
@@ -186,6 +186,25 @@ returns
 ```
 
 Pagination is made through queries with `page` and `page_size`:
-```
+```shell
 curl http://localhost:8005/api/resources/aaaaaaaa-1111-bbbb-2222-cccccccccccc/data/?page=2&page_size=30
 ```
+
+
+## Contributing
+
+### Pre-commit hook
+
+This repository uses a [pre-commit](https://pre-commit.com/) hook which lint and format code before each commit.
+Please install it with:
+```shell
+poetry run pre-commit install
+```
+
+### Lint and format code
+
+To lint, format and sort imports, this repository uses [Ruff](https://astral.sh/ruff/).
+You can run the following command to lint and format the code:
+```shell
+poetry run ruff check --fix && poetry run ruff format
+```
diff --git a/api_tabular/__init__.py b/api_tabular/__init__.py
index 9adcab7..a4e6183 100644
--- a/api_tabular/__init__.py
+++ b/api_tabular/__init__.py
@@ -1,5 +1,4 @@
 import os
-
 from pathlib import Path
 
 import toml
diff --git a/api_tabular/app.py b/api_tabular/app.py
index 2492c1f..d780854 100644
--- a/api_tabular/app.py
+++ b/api_tabular/app.py
@@ -1,19 +1,24 @@
 import os
-import sentry_sdk
-import aiohttp_cors
 
-from aiohttp import web, ClientSession
+import aiohttp_cors
+import sentry_sdk
+from aiohttp import ClientSession, web
 from aiohttp_swagger import setup_swagger
-
 from sentry_sdk.integrations.aiohttp import AioHttpIntegration
+
 from api_tabular import config
+from api_tabular.error import QueryException
 from api_tabular.query import (
     get_resource,
     get_resource_data,
     get_resource_data_streamed,
 )
-from api_tabular.utils import build_sql_query_string, build_link_with_page, url_for, build_swagger_file
-from api_tabular.error import QueryException
+from api_tabular.utils import (
+    build_link_with_page,
+    build_sql_query_string,
+    build_swagger_file,
+    url_for,
+)
 
 routes = web.RouteTableDef()
 
@@ -27,26 +32,24 @@
 @routes.get(r"/api/resources/{rid}/", name="meta")
 async def resource_meta(request):
     resource_id = request.match_info["rid"]
-    resource = await get_resource(
-        request.app["csession"], resource_id, ["created_at", "url"]
-    )
+    resource = await get_resource(request.app["csession"], resource_id, ["created_at", "url"])
     return web.json_response(
         {
             "created_at": resource["created_at"],
             "url": resource["url"],
             "links": [
                 {
-                    "href": url_for(request, 'profile', rid=resource_id, _external=True),
+                    "href": url_for(request, "profile", rid=resource_id, _external=True),
                     "type": "GET",
                     "rel": "profile",
                 },
                 {
-                    "href": url_for(request, 'data', rid=resource_id, _external=True),
+                    "href": url_for(request, "data", rid=resource_id, _external=True),
                     "type": "GET",
                     "rel": "data",
                 },
                 {
-                    "href": url_for(request, 'swagger', rid=resource_id, _external=True),
+                    "href": url_for(request, "swagger", rid=resource_id, _external=True),
                     "type": "GET",
                     "rel": "swagger",
                 },
@@ -58,19 +61,15 @@ async def resource_meta(request):
 @routes.get(r"/api/resources/{rid}/profile/", name="profile")
 async def resource_profile(request):
     resource_id = request.match_info["rid"]
-    resource = await get_resource(
-        request.app["csession"], resource_id, ["profile:csv_detective"]
-    )
+    resource = await get_resource(request.app["csession"], resource_id, ["profile:csv_detective"])
     return web.json_response(resource)
 
 
 @routes.get(r"/api/resources/{rid}/swagger/", name="swagger")
 async def resource_swagger(request):
     resource_id = request.match_info["rid"]
-    resource = await get_resource(
-        request.app["csession"], resource_id, ["profile:csv_detective"]
-    )
-    swagger_string = build_swagger_file(resource['profile']['columns'], resource_id)
+    resource = await get_resource(request.app["csession"], resource_id, ["profile:csv_detective"])
+    swagger_string = build_swagger_file(resource["profile"]["columns"], resource_id)
     return web.Response(body=swagger_string)
 
 
@@ -82,9 +81,7 @@ async def resource_data(request):
     page_size = int(request.query.get("page_size", config.PAGE_SIZE_DEFAULT))
 
     if page_size > config.PAGE_SIZE_MAX:
-        raise QueryException(
-            400, None, "Invalid query string", "Page size exceeds allowed maximum"
-        )
+        raise QueryException(400, None, "Invalid query string", "Page size exceeds allowed maximum")
     if page > 1:
         offset = page_size * (page - 1)
     else:
@@ -95,20 +92,16 @@ async def resource_data(request):
     except ValueError:
         raise QueryException(400, None, "Invalid query string", "Malformed query")
 
-    resource = await get_resource(
-        request.app["csession"], resource_id, ["parsing_table"]
-    )
-    response, total = await get_resource_data(
-        request.app["csession"], resource, sql_query
-    )
+    resource = await get_resource(request.app["csession"], resource_id, ["parsing_table"])
+    response, total = await get_resource_data(request.app["csession"], resource, sql_query)
 
     next = build_link_with_page(request, query_string, page + 1, page_size)
     prev = build_link_with_page(request, query_string, page - 1, page_size)
     body = {
         "data": response,
         "links": {
-            "profile": url_for(request, 'profile', rid=resource_id, _external=True),
-            "swagger": url_for(request, 'swagger', rid=resource_id, _external=True),
+            "profile": url_for(request, "profile", rid=resource_id, _external=True),
+            "swagger": url_for(request, "swagger", rid=resource_id, _external=True),
             "next": next if page_size + offset < total else None,
             "prev": prev if page > 1 else None,
         },
@@ -127,9 +120,7 @@ async def resource_data_csv(request):
     except ValueError:
         raise QueryException(400, None, "Invalid query string", "Malformed query")
 
-    resource = await get_resource(
-        request.app["csession"], resource_id, ["parsing_table"]
-    )
+    resource = await get_resource(request.app["csession"], resource_id, ["parsing_table"])
 
     response_headers = {
         "Content-Disposition": f'attachment; filename="{resource_id}.csv"',
@@ -138,9 +129,7 @@ async def resource_data_csv(request):
     response = web.StreamResponse(headers=response_headers)
     await response.prepare(request)
 
-    async for chunk in get_resource_data_streamed(
-        request.app["csession"], resource, sql_query
-    ):
+    async for chunk in get_resource_data_streamed(request.app["csession"], resource, sql_query):
         await response.write(chunk)
 
     await response.write_eof()
@@ -168,16 +157,19 @@ async def on_cleanup(app):
         app,
         defaults={
             "*": aiohttp_cors.ResourceOptions(
-                    allow_credentials=True,
-                    expose_headers="*",
-                    allow_headers="*"
-                )
-        }
+                allow_credentials=True, expose_headers="*", allow_headers="*"
+            )
+        },
     )
     for route in list(app.router.routes()):
         cors.add(route)
 
-    setup_swagger(app, swagger_url=config.DOC_PATH, ui_version=3, swagger_from_file="ressource_app_swagger.yaml")
+    setup_swagger(
+        app,
+        swagger_url=config.DOC_PATH,
+        ui_version=3,
+        swagger_from_file="ressource_app_swagger.yaml",
+    )
 
     return app
 
diff --git a/api_tabular/error.py b/api_tabular/error.py
index 8a0d0a0..19d4de1 100644
--- a/api_tabular/error.py
+++ b/api_tabular/error.py
@@ -1,8 +1,10 @@
 import json
+from typing import Union
+
 import sentry_sdk
 from aiohttp import web
+
 from api_tabular import config
-from typing import Union
 
 
 class QueryException(web.HTTPException):
@@ -10,15 +12,11 @@ class QueryException(web.HTTPException):
 
     def __init__(self, status, error_code, title, detail) -> None:
         self.status_code = status
-        error_body = {
-            "errors": [{"code": error_code, "title": title, "detail": detail}]
-        }
+        error_body = {"errors": [{"code": error_code, "title": title, "detail": detail}]}
         super().__init__(content_type="application/json", text=json.dumps(error_body))
 
 
-def handle_exception(
-    status: int, title: str, detail: Union[str, dict], resource_id: str = None
-):
+def handle_exception(status: int, title: str, detail: Union[str, dict], resource_id: str = None):
     event_id = None
     e = Exception(detail)
     if config.SENTRY_DSN:
diff --git a/api_tabular/metrics.py b/api_tabular/metrics.py
index aabc70f..efdfda9 100644
--- a/api_tabular/metrics.py
+++ b/api_tabular/metrics.py
@@ -1,18 +1,18 @@
 import os
-import sentry_sdk
-import aiohttp_cors
 
+import aiohttp_cors
+import sentry_sdk
+from aiohttp import ClientSession, web
 from aiohttp_swagger import setup_swagger
-from aiohttp import web, ClientSession
-
 from sentry_sdk.integrations.aiohttp import AioHttpIntegration
+
 from api_tabular import config
+from api_tabular.error import QueryException, handle_exception
 from api_tabular.utils import (
-    build_sql_query_string,
     build_link_with_page,
+    build_sql_query_string,
     process_total,
 )
-from api_tabular.error import QueryException, handle_exception
 
 routes = web.RouteTableDef()
 
@@ -46,14 +46,12 @@ async def get_object_data_streamed(
     res = await session.head(f"{url}&limit=1&", headers=headers)
     total = process_total(res.headers.get("Content-Range"))
     for i in range(0, total, batch_size):
-        async with session.get(
-            url=f"{url}&limit={batch_size}&offset={i}", headers=headers
-        ) as res:
+        async with session.get(url=f"{url}&limit={batch_size}&offset={i}", headers=headers) as res:
             if not res.ok:
                 handle_exception(res.status, "Database error", await res.json(), None)
             async for chunk in res.content.iter_chunked(1024):
                 yield chunk
-            yield b'\n'
+            yield b"\n"
 
 
 @routes.get(r"/api/{model}/data/")
@@ -67,9 +65,7 @@ async def metrics_data(request):
     page_size = int(request.query.get("page_size", config.PAGE_SIZE_DEFAULT))
 
     if page_size > config.PAGE_SIZE_MAX:
-        raise QueryException(
-            400, None, "Invalid query string", "Page size exceeds allowed maximum"
-        )
+        raise QueryException(400, None, "Invalid query string", "Page size exceeds allowed maximum")
     if page > 1:
         offset = page_size * (page - 1)
     else:
@@ -111,9 +107,7 @@ async def metrics_data_csv(request):
     response = web.StreamResponse(headers=response_headers)
     await response.prepare(request)
 
-    async for chunk in get_object_data_streamed(
-        request.app["csession"], model, sql_query
-    ):
+    async for chunk in get_object_data_streamed(request.app["csession"], model, sql_query):
         await response.write(chunk)
 
     return response
@@ -140,16 +134,16 @@ async def on_cleanup(app):
         app,
         defaults={
             "*": aiohttp_cors.ResourceOptions(
-                    allow_credentials=True,
-                    expose_headers="*",
-                    allow_headers="*"
-                )
-        }
+                allow_credentials=True, expose_headers="*", allow_headers="*"
+            )
+        },
     )
     for route in list(app.router.routes()):
         cors.add(route)
 
-    setup_swagger(app, swagger_url=config.DOC_PATH, ui_version=3, swagger_from_file="metrics_swagger.yaml")
+    setup_swagger(
+        app, swagger_url=config.DOC_PATH, ui_version=3, swagger_from_file="metrics_swagger.yaml"
+    )
 
     return app
 
diff --git a/api_tabular/query.py b/api_tabular/query.py
index 0cee317..cafb0b0 100644
--- a/api_tabular/query.py
+++ b/api_tabular/query.py
@@ -1,4 +1,5 @@
-from aiohttp import web, ClientSession
+from aiohttp import ClientSession, web
+
 from api_tabular import config
 from api_tabular.error import handle_exception
 from api_tabular.utils import process_total
@@ -21,9 +22,7 @@ async def get_resource_data(session: ClientSession, resource: dict, sql_query: s
     url = f"{config.PGREST_ENDPOINT}/{resource['parsing_table']}?{sql_query}"
     async with session.get(url, headers=headers) as res:
         if not res.ok:
-            handle_exception(
-                res.status, "Database error", await res.json(), resource.get("id")
-            )
+            handle_exception(res.status, "Database error", await res.json(), resource.get("id"))
         record = await res.json()
         total = process_total(res.headers.get("Content-Range"))
         return record, total
@@ -47,4 +46,4 @@ async def get_resource_data_streamed(
                 handle_exception(res.status, "Database error", await res.json(), None)
             async for chunk in res.content.iter_chunked(1024):
                 yield chunk
-            yield b'\n'
+            yield b"\n"
diff --git a/api_tabular/utils.py b/api_tabular/utils.py
index fafb6b0..876fbfe 100644
--- a/api_tabular/utils.py
+++ b/api_tabular/utils.py
@@ -21,9 +21,7 @@
 }
 
 
-def build_sql_query_string(
-    request_arg: list, page_size: int = None, offset: int = 0
-) -> str:
+def build_sql_query_string(request_arg: list, page_size: int = None, offset: int = 0) -> str:
     sql_query = []
     sorted = False
     for arg in request_arg:
@@ -90,146 +88,122 @@ def url_for(request: Request, route: str, *args, **kwargs):
 def swagger_parameters(resource_columns):
     parameters_list = [
         {
-            'name': 'page',
-            'in': 'query',
-            'description': 'Specific page',
-            'required': False,
-            'schema': {
-                'type': 'string'
-            }
+            "name": "page",
+            "in": "query",
+            "description": "Specific page",
+            "required": False,
+            "schema": {"type": "string"},
         },
         {
-            'name': 'page_size',
-            'in': 'query',
-            'description': 'Number of results per page',
-            'required': False,
-            'schema': {
-                'type': 'string'
-            }
+            "name": "page_size",
+            "in": "query",
+            "description": "Number of results per page",
+            "required": False,
+            "schema": {"type": "string"},
         },
     ]
     # expected python types are: string, float, int, bool, date, datetime, json
     # see metier_to_python here: https://github.com/datagouv/csv-detective/blob/master/csv_detective/explore_csv.py
     # see cast for db here: https://github.com/datagouv/hydra/blob/main/udata_hydra/analysis/csv.py
     for key, value in resource_columns.items():
-        if "exact" in TYPE_POSSIBILITIES[value['python_type']]:
+        if "exact" in TYPE_POSSIBILITIES[value["python_type"]]:
             parameters_list.extend(
                 [
                     {
-                        'name': f'{key}__exact=value',
-                        'in': 'query',
-                        'description': f'Exact match in column: {key}',
-                        'required': False,
-                        'schema': {
-                            'type': 'string'
-                        }
+                        "name": f"{key}__exact=value",
+                        "in": "query",
+                        "description": f"Exact match in column: {key}",
+                        "required": False,
+                        "schema": {"type": "string"},
                     },
                 ]
             )
-        if "differs" in TYPE_POSSIBILITIES[value['python_type']]:
+        if "differs" in TYPE_POSSIBILITIES[value["python_type"]]:
             parameters_list.extend(
                 [
                     {
-                        'name': f'{key}__differs=value',
-                        'in': 'query',
-                        'description': f'Differs from in column: {key}',
-                        'required': False,
-                        'schema': {
-                            'type': 'string'
-                        }
+                        "name": f"{key}__differs=value",
+                        "in": "query",
+                        "description": f"Differs from in column: {key}",
+                        "required": False,
+                        "schema": {"type": "string"},
                     },
                 ]
             )
-        if "in" in TYPE_POSSIBILITIES[value['python_type']]:
+        if "in" in TYPE_POSSIBILITIES[value["python_type"]]:
             parameters_list.extend(
                 [
                     {
-                        'name': f'{key}__in=value1,value2,...',
-                        'in': 'query',
-                        'description': f'Value in list in column: {key}',
-                        'required': False,
-                        'schema': {
-                            'type': 'string'
-                        }
+                        "name": f"{key}__in=value1,value2,...",
+                        "in": "query",
+                        "description": f"Value in list in column: {key}",
+                        "required": False,
+                        "schema": {"type": "string"},
                     },
                 ]
             )
-        if "sort" in TYPE_POSSIBILITIES[value['python_type']]:
+        if "sort" in TYPE_POSSIBILITIES[value["python_type"]]:
             parameters_list.extend(
                 [
                     {
-                        'name': f'{key}__sort=asc',
-                        'in': 'query',
-                        'description': f'Sort ascending on column: {key}',
-                        'required': False,
-                        'schema': {
-                            'type': 'string'
-                        }
+                        "name": f"{key}__sort=asc",
+                        "in": "query",
+                        "description": f"Sort ascending on column: {key}",
+                        "required": False,
+                        "schema": {"type": "string"},
                     },
                     {
-                        'name': f'{key}__sort=desc',
-                        'in': 'query',
-                        'description': f'Sort descending on column: {key}',
-                        'required': False,
-                        'schema': {
-                            'type': 'string'
-                        }
+                        "name": f"{key}__sort=desc",
+                        "in": "query",
+                        "description": f"Sort descending on column: {key}",
+                        "required": False,
+                        "schema": {"type": "string"},
                     },
                 ]
             )
-        if "contains" in TYPE_POSSIBILITIES[value['python_type']]:
+        if "contains" in TYPE_POSSIBILITIES[value["python_type"]]:
             parameters_list.extend(
                 [
                     {
-                        'name': f'{key}__contains=value',
-                        'in': 'query',
-                        'description': f'String contains in column: {key}',
-                        'required': False,
-                        'schema': {
-                            'type': 'string'
-                        }
+                        "name": f"{key}__contains=value",
+                        "in": "query",
+                        "description": f"String contains in column: {key}",
+                        "required": False,
+                        "schema": {"type": "string"},
                     },
                 ]
             )
-        if "compare" in TYPE_POSSIBILITIES[value['python_type']]:
+        if "compare" in TYPE_POSSIBILITIES[value["python_type"]]:
             parameters_list.extend(
                 [
                     {
-                        'name': f'{key}__less=value',
-                        'in': 'query',
-                        'description': f'Less than in column: {key}',
-                        'required': False,
-                        'schema': {
-                            'type': 'string'
-                        }
+                        "name": f"{key}__less=value",
+                        "in": "query",
+                        "description": f"Less than in column: {key}",
+                        "required": False,
+                        "schema": {"type": "string"},
                     },
                     {
-                        'name': f'{key}__greater=value',
-                        'in': 'query',
-                        'description': f'Greater than in column: {key}',
-                        'required': False,
-                        'schema': {
-                            'type': 'string'
-                        }
+                        "name": f"{key}__greater=value",
+                        "in": "query",
+                        "description": f"Greater than in column: {key}",
+                        "required": False,
+                        "schema": {"type": "string"},
                     },
                     {
-                        'name': f'{key}__strictly_less=value',
-                        'in': 'query',
-                        'description': f'Strictly less than in column: {key}',
-                        'required': False,
-                        'schema': {
-                            'type': 'string'
-                        }
+                        "name": f"{key}__strictly_less=value",
+                        "in": "query",
+                        "description": f"Strictly less than in column: {key}",
+                        "required": False,
+                        "schema": {"type": "string"},
                     },
                     {
-                        'name': f'{key}__strictly_greater=value',
-                        'in': 'query',
-                        'description': f'Strictly greater than in column: {key}',
-                        'required': False,
-                        'schema': {
-                            'type': 'string'
-                        }
-                    }
+                        "name": f"{key}__strictly_greater=value",
+                        "in": "query",
+                        "description": f"Strictly greater than in column: {key}",
+                        "required": False,
+                        "schema": {"type": "string"},
+                    },
                 ]
             )
     return parameters_list
@@ -238,63 +212,45 @@ def swagger_parameters(resource_columns):
 def swagger_component(resource_columns):
     resource_prop_dict = {}
     for key, value in resource_columns.items():
-        type = MAP_TYPES.get(value['python_type'], 'string')
-        resource_prop_dict.update({
-            f'{key}': {
-                'type': f'{type}'
-            }
-        })
+        type = MAP_TYPES.get(value["python_type"], "string")
+        resource_prop_dict.update({f"{key}": {"type": f"{type}"}})
     component_dict = {
-        'schemas': {
-            'ResourceData': {
-                'type': 'object',
-                'properties': {
-                    'data': {
-                        'type': 'array',
-                        'items': {
-                            '$ref': '#/components/schemas/Resource'
-                        }
-                    },
-                    'link': {
-                        'type': 'object',
-                        'properties': {
-                            'profile': {
-                                'description': 'Link to the profile endpoint of the resource',
-                                'type': 'string'
+        "schemas": {
+            "ResourceData": {
+                "type": "object",
+                "properties": {
+                    "data": {"type": "array", "items": {"$ref": "#/components/schemas/Resource"}},
+                    "link": {
+                        "type": "object",
+                        "properties": {
+                            "profile": {
+                                "description": "Link to the profile endpoint of the resource",
+                                "type": "string",
                             },
-                            'next': {
-                                'description': 'Pagination link to the next page of the resource data',
-                                'type': 'string'
+                            "next": {
+                                "description": "Pagination link to the next page of the resource data",
+                                "type": "string",
                             },
-                            'prev': {
-                                'description': 'Pagination link to the previous page of the resource data',
-                                'type': 'string'
-                            }
-                        }
-                    },
-                    'meta': {
-                        'type': 'object',
-                        'properties': {
-                            'page': {
-                                'description': 'Current page',
-                                'type': 'integer'
+                            "prev": {
+                                "description": "Pagination link to the previous page of the resource data",
+                                "type": "string",
                             },
-                            'page_size': {
-                                'description': 'Number of results per page',
-                                'type': 'integer'
+                        },
+                    },
+                    "meta": {
+                        "type": "object",
+                        "properties": {
+                            "page": {"description": "Current page", "type": "integer"},
+                            "page_size": {
+                                "description": "Number of results per page",
+                                "type": "integer",
                             },
-                            'total': {
-                                'description': 'Total number of results',
-                                'type': 'integer'
-                            }
-                        }
-                    }
-                }
+                            "total": {"description": "Total number of results", "type": "integer"},
+                        },
+                    },
+                },
             },
-            'Resource': {
-                'type': 'object',
-                'properties': resource_prop_dict
-            }
+            "Resource": {"type": "object", "properties": resource_prop_dict},
         }
     }
     return component_dict
@@ -304,66 +260,53 @@ def build_swagger_file(resource_columns, rid):
     parameters_list = swagger_parameters(resource_columns)
     component_dict = swagger_component(resource_columns)
     swagger_dict = {
-        'openapi': '3.0.3',
-        'info': {
-            'title': 'Resource data API',
-            'description': 'Retrieve data for a specified resource with optional filtering and sorting.',
-            'version': '1.0.0'
+        "openapi": "3.0.3",
+        "info": {
+            "title": "Resource data API",
+            "description": "Retrieve data for a specified resource with optional filtering and sorting.",
+            "version": "1.0.0",
         },
-        'tags': [{
-            'name': 'Data retrieval',
-            'description': 'Retrieve data for a specified resource',
-        }],
-        'paths': {
-            f'/api/resources/{rid}/data/': {
-                'get': {
-                    'description': 'Returns resource data based on ID as JSON, each row is a dictionnary.',
-                    'summary': 'Get resource data from its ID',
-                    'operationId': 'getResourceDataFromId',
-                    'responses': {
-                        '200': {
-                            'description': 'successful operation',
-                            'content': {
-                                'application/json': {
-                                    'schema': {
-                                        '$ref': '#/components/schemas/ResourceData'
-                                    }
+        "tags": [
+            {
+                "name": "Data retrieval",
+                "description": "Retrieve data for a specified resource",
+            }
+        ],
+        "paths": {
+            f"/api/resources/{rid}/data/": {
+                "get": {
+                    "description": "Returns resource data based on ID as JSON, each row is a dictionnary.",
+                    "summary": "Get resource data from its ID",
+                    "operationId": "getResourceDataFromId",
+                    "responses": {
+                        "200": {
+                            "description": "successful operation",
+                            "content": {
+                                "application/json": {
+                                    "schema": {"$ref": "#/components/schemas/ResourceData"}
                                 }
-                            }
-                        },
-                        '400': {
-                            'description': 'Invalid query string'
+                            },
                         },
-                        '404': {
-                            'description': 'Resource not found'
-                        }
-                    }
+                        "400": {"description": "Invalid query string"},
+                        "404": {"description": "Resource not found"},
+                    },
                 },
-                'parameters': parameters_list
+                "parameters": parameters_list,
             },
-            f'/api/resources/{rid}/data/csv/': {
-                'get': {
-                    'description': 'Returns resource data based on ID as a CSV file.',
-                    'summary': 'Get resource data from its ID in CSV format',
-                    'operationId': 'getResourceDataFromIdCSV',
-                    'responses': {
-                        '200': {
-                            'description': 'successful operation',
-                            'content': {
-                                'text/csv': {}
-                            }
-                        },
-                        '400': {
-                            'description': 'Invalid query string'
-                        },
-                        '404': {
-                            'description': 'Resource not found'
-                        }
-                    }
+            f"/api/resources/{rid}/data/csv/": {
+                "get": {
+                    "description": "Returns resource data based on ID as a CSV file.",
+                    "summary": "Get resource data from its ID in CSV format",
+                    "operationId": "getResourceDataFromIdCSV",
+                    "responses": {
+                        "200": {"description": "successful operation", "content": {"text/csv": {}}},
+                        "400": {"description": "Invalid query string"},
+                        "404": {"description": "Resource not found"},
+                    },
                 },
-                'parameters': parameters_list
-            }
+                "parameters": parameters_list,
+            },
         },
-        'components': component_dict
+        "components": component_dict,
     }
     return yaml.dump(swagger_dict, allow_unicode=True)
diff --git a/poetry.lock b/poetry.lock
index 7438101..d4ae77c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,91 +1,118 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.4.0"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"},
+    {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"},
+]
 
 [[package]]
 name = "aiohttp"
-version = "3.9.1"
+version = "3.10.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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+    {file = "aiohttp-3.10.5-cp39-cp39-win32.whl", hash = "sha256:03f2645adbe17f274444953bdea69f8327e9d278d961d85657cb0d06864814c1"},
+    {file = "aiohttp-3.10.5-cp39-cp39-win_amd64.whl", hash = "sha256:d17920f18e6ee090bdd3d0bfffd769d9f2cb4c8ffde3eb203777a3895c128862"},
+    {file = "aiohttp-3.10.5.tar.gz", hash = "sha256:f071854b47d39591ce9a17981c46790acb30518e2f83dfca8db2dfa091178691"},
 ]
 
 [package.dependencies]
+aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
 async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
@@ -94,7 +121,7 @@ multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiohttp-cors"
@@ -177,13 +204,13 @@ frozenlist = ">=1.1.0"
 
 [[package]]
 name = "anyio"
-version = "4.2.0"
+version = "4.4.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "anyio-4.2.0-py3-none-any.whl", hash = "sha256:745843b39e829e108e518c489b31dc757de7d2131d53fac32bd8df268227bfee"},
-    {file = "anyio-4.2.0.tar.gz", hash = "sha256:e1875bb4b4e2de1669f4bc7869b6d3f54231cdced71605e6e64c9be77e3be50f"},
+    {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
+    {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
 ]
 
 [package.dependencies]
@@ -228,21 +255,22 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "bumpr"
@@ -260,13 +288,13 @@ doc = ["mkdocs (>=1.2.3,<2.0.0)", "mkdocs-include-markdown-plugin (>=3.2.3,<4.0.
 
 [[package]]
 name = "certifi"
-version = "2023.11.17"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
@@ -312,13 +340,13 @@ pygments = ">=2.15.0"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.0"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
 
 [package.extras]
@@ -326,34 +354,18 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "executing"
-version = "2.0.1"
+version = "2.1.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
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+    {file = "executing-2.1.0.tar.gz", hash = "sha256:8ea27ddd260da8150fa5a708269c4a10e76161e2496ec3e587da9e3c0fe4b9ab"},
 ]
 
 [package.extras]
 tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
 
-[[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 = [
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-]
-
-[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 = "frozenlist"
 version = "1.4.1"
@@ -442,15 +454,18 @@ files = [
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
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-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
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+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -464,13 +479,13 @@ files = [
 
 [[package]]
 name = "jinja2"
-version = "3.1.2"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -481,239 +496,226 @@ i18n = ["Babel (>=2.7)"]
 
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-version = "2.1.3"
+version = "2.1.5"
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 python-versions = ">=3.7"
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+version = "1.45.1"
 description = "Python client for Sentry (https://sentry.io)"
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 python-versions = "*"
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 beam = ["apache-beam (>=2.12)"]
 bottle = ["bottle (>=0.12.13)"]
 celery = ["celery (>=3)"]
+celery-redbeat = ["celery-redbeat (>=2)"]
 chalice = ["chalice (>=1.16.0)"]
 clickhouse-driver = ["clickhouse-driver (>=0.2.0)"]
 django = ["django (>=1.8)"]
@@ -836,6 +869,7 @@ grpcio = ["grpcio (>=1.21.1)"]
 httpx = ["httpx (>=0.16.0)"]
 huey = ["huey (>=2)"]
 loguru = ["loguru (>=0.5)"]
+openai = ["openai (>=1.0.0)", "tiktoken (>=0.3.0)"]
 opentelemetry = ["opentelemetry-distro (>=0.35b0)"]
 opentelemetry-experimental = ["opentelemetry-distro (>=0.40b0,<1.0)", "opentelemetry-instrumentation-aiohttp-client (>=0.40b0,<1.0)", "opentelemetry-instrumentation-django (>=0.40b0,<1.0)", "opentelemetry-instrumentation-fastapi (>=0.40b0,<1.0)", "opentelemetry-instrumentation-flask (>=0.40b0,<1.0)", "opentelemetry-instrumentation-requests (>=0.40b0,<1.0)", "opentelemetry-instrumentation-sqlite3 (>=0.40b0,<1.0)", "opentelemetry-instrumentation-urllib (>=0.40b0,<1.0)"]
 pure-eval = ["asttokens", "executing", "pure-eval"]
@@ -862,13 +896,13 @@ files = [
 
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+version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
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 ]
 
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 python-versions = ">=3.8"
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 zstd = ["zstandard (>=0.18.0)"]
 
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 [package.dependencies]
@@ -1009,101 +1052,103 @@ anyio = ">=3.0.0"
 
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 optional = false
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+    {file = "yarl-1.11.1.tar.gz", hash = "sha256:1bb2d9e212fb7449b8fb73bc461b51eaa17cc8430b4a87d87be7b25052d92f53"},
 ]
 
 [package.dependencies]
@@ -1113,4 +1158,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "a7224ce576cb198f0f9a62c88a145ecc8b1de01dafd2f2b67cfee0e9784fda5d"
+content-hash = "82f7c62d541876a4d82424718bf81ae3034eae35a118bfb99ea3e4cf97ed9a89"
diff --git a/pyproject.toml b/pyproject.toml
index 556cd8c..7d49ee3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -2,7 +2,7 @@
 name = "udata-hydra-csvapi"
 version = "0.1.0.dev"
 description = "API for CSV converted by udata-hydra"
-authors = ["Etalab <opendatateam@data.gouv.fr>"]
+authors = ["data.gouv.fr <opendatateam@data.gouv.fr>"]
 license = "MIT"
 readme = "README.md"
 packages = [{include = "api_tabular"}]
@@ -11,18 +11,21 @@ packages = [{include = "api_tabular"}]
 python = "^3.9"
 aiohttp = "^3.8.4"
 aiohttp-cors = "0.7.0"
-toml = "^0.10.2"
-sentry-sdk = "^1.25.1"
 aiohttp-swagger = "1.0.16"
-
+sentry-sdk = "^1.25.1"
+toml = "^0.10.2"
 
 [tool.poetry.group.dev.dependencies]
 aiohttp-devtools = "^1.0.post0"
-flake8 = "^6.0.0"
-pytest = "^7.2.1"
-pytest-asyncio = "^0.20.3"
 aioresponses = "^0.7.4"
 bumpr = "^0.3.8"
+pytest = "^7.2.1"
+pytest-asyncio = "^0.20.3"
+ruff = "^0.6.5"
+
+[tool.ruff]
+lint = { extend-select = ["I"], ignore = ["F401"] } # ["I"] is to also sort imports with an isort rule # TODO: remove ignore F401 later
+line-length = 100
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index aa079ec..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,2 +0,0 @@
-[flake8]
-max-line-length=120
diff --git a/tests/conftest.py b/tests/conftest.py
index a4428bb..01e0d6e 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2,7 +2,6 @@
 
 import pytest
 import pytest_asyncio
-
 from aiohttp.test_utils import TestClient, TestServer
 from aioresponses import aioresponses
 
diff --git a/tests/test_api.py b/tests/test_api.py
index fa7a6b8..7897aaf 100644
--- a/tests/test_api.py
+++ b/tests/test_api.py
@@ -2,7 +2,7 @@
 
 from api_tabular.utils import external_url
 
-from .conftest import RESOURCE_ID, DATE, PGREST_ENDPOINT, TABLES_INDEX_PATTERN
+from .conftest import DATE, PGREST_ENDPOINT, RESOURCE_ID, TABLES_INDEX_PATTERN
 
 pytestmark = pytest.mark.asyncio
 
@@ -166,13 +166,13 @@ async def test_api_resource_data_not_found(client, mock_get_resource_empty):
 
 async def test_api_resource_data_table_error(client, rmock):
     rmock.get(TABLES_INDEX_PATTERN, payload=[{"__id": 1, "id": "test-id", "parsing_table": "xxx"}])
-    rmock.get(f"{PGREST_ENDPOINT}/xxx?limit=20&order=__id.asc", status=502, payload={"such": "error"})
+    rmock.get(
+        f"{PGREST_ENDPOINT}/xxx?limit=20&order=__id.asc", status=502, payload={"such": "error"}
+    )
     res = await client.get(f"/api/resources/{RESOURCE_ID}/data/")
     assert res.status == 502
     assert await res.json() == {
-        "errors": [
-            {"code": None, "detail": {"such": "error"}, "title": "Database error"}
-        ]
+        "errors": [{"code": None, "detail": {"such": "error"}, "title": "Database error"}]
     }
 
 
@@ -238,7 +238,8 @@ async def test_api_pagination(client, rmock):
         "data": [{"such": "data"}],
         "links": {
             "next": external_url(
-                    "/api/resources/aaaaaaaa-1111-bbbb-2222-cccccccccccc/data/?page=2&page_size=1"),
+                "/api/resources/aaaaaaaa-1111-bbbb-2222-cccccccccccc/data/?page=2&page_size=1"
+            ),
             "prev": None,
             "profile": external_url("/api/resources/aaaaaaaa-1111-bbbb-2222-cccccccccccc/profile/"),
             "swagger": external_url("/api/resources/aaaaaaaa-1111-bbbb-2222-cccccccccccc/swagger/"),
@@ -261,7 +262,8 @@ async def test_api_pagination(client, rmock):
         "links": {
             "next": None,
             "prev": external_url(
-                    "/api/resources/aaaaaaaa-1111-bbbb-2222-cccccccccccc/data/?page=1&page_size=1"),
+                "/api/resources/aaaaaaaa-1111-bbbb-2222-cccccccccccc/data/?page=1&page_size=1"
+            ),
             "profile": external_url("/api/resources/aaaaaaaa-1111-bbbb-2222-cccccccccccc/profile/"),
             "swagger": external_url("/api/resources/aaaaaaaa-1111-bbbb-2222-cccccccccccc/swagger/"),
         },
diff --git a/tests/test_swagger.py b/tests/test_swagger.py
index 61a9752..3291b74 100644
--- a/tests/test_swagger.py
+++ b/tests/test_swagger.py
@@ -1,11 +1,13 @@
-import pytest
 import csv
 import json
+
+import pytest
 import yaml
 
-from .conftest import RESOURCE_ID, TABLES_INDEX_PATTERN
 from api_tabular.utils import TYPE_POSSIBILITIES
 
+from .conftest import RESOURCE_ID, TABLES_INDEX_PATTERN
+
 pytestmark = pytest.mark.asyncio
 
 
@@ -30,18 +32,22 @@ async def test_swagger_content(client, rmock):
     swagger_dict = yaml.safe_load(swagger)
 
     for output in ["json", "csv"]:
-        params = swagger_dict['paths'][
+        params = swagger_dict["paths"][
             f'/api/resources/{RESOURCE_ID}/data/{"" if output == "json" else "csv/"}'
-        ]['parameters']
-        params = [p['name'] for p in params]
+        ]["parameters"]
+        params = [p["name"] for p in params]
         for c in columns:
             for p in TYPE_POSSIBILITIES[columns[c]]:
-                _params = ["greater", "less", "strictly_greater", "strictly_less"] if p == "compare" else [p]
+                _params = (
+                    ["greater", "less", "strictly_greater", "strictly_less"]
+                    if p == "compare"
+                    else [p]
+                )
                 value = "value"
                 if p == "sort":
                     value = "asc"
                 elif p == "in":
                     value = "value1,value2,..."
                 for _p in _params:
-                    if f'{c}__{_p}={value}' not in params:
-                        raise ValueError(f'{c}__{_p} is missing in {output} output')
+                    if f"{c}__{_p}={value}" not in params:
+                        raise ValueError(f"{c}__{_p} is missing in {output} output")
diff --git a/tests/test_utils.py b/tests/test_utils.py
index d658936..db6cffb 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -1,7 +1,6 @@
-
 from aiohttp.test_utils import make_mocked_request
 
-from api_tabular.utils import build_link_with_page, url_for, external_url
+from api_tabular.utils import build_link_with_page, external_url, url_for
 
 
 def test_build_link_with_page():
@@ -13,12 +12,12 @@ def test_build_link_with_page():
 def test_url_for(client):
     request = make_mocked_request("GET", "/api/test?foo=bar")
     request.app.router = client.app.router
-    url = url_for(request, 'profile', rid='rid')
-    assert str(url) == '/api/resources/rid/profile/'
+    url = url_for(request, "profile", rid="rid")
+    assert str(url) == "/api/resources/rid/profile/"
 
 
 def test_url_for_external(client):
     request = make_mocked_request("GET", "/api/test?foo=bar")
     request.app.router = client.app.router
-    url = url_for(request, 'profile', rid='rid', _external=True)
+    url = url_for(request, "profile", rid="rid", _external=True)
     assert str(url) == external_url("/api/resources/rid/profile/")