Add resource and tools for custom components

[mathislucka]

Consult REPO.md on general contributor guidelines.

Then look at src/deepset_mcp/main.py. We have some code there that is commented out. The code allows to interact with custom components (either through the schema or through the custom component endpoint).

Based on this code, I want you to do the following:

• add a tool to the haystack_service tools that only extracts custom components from the schema
• also add the tool as mcp
• add a new resource for custom components that allows you to list installations and to get latest installation logs (note that you might also need to add a user resource as the deepset user is also fetched in the tool)
• add tools for the custom component resource

[mathislucka]

The changes look good already but we need to make a few important changes:

• you need to add unit tests for the resource and the tools
• the CustomComponentsResource does not need a workspace to be initialized
• get_user should not go into the CustomComponentResource, create a separate UserResource for that
• we already have a DeepsetUser model in src/deepset_mcp/api/shared_models.py - use that
• don't forget to add unit and integration tests for the user resource
• do NOT add integration tests for the custom components (we don't need them)
• you have to add the custom_components resource to the BaseFakeClient here: test/unit/conftest.py

Check out the current state of work, then make the changes mentioned in this message.

[mathislucka]

Looks better, now just fix the tests and typing issues below:

test/unit/tools/test_custom_components.py:46: error: Unexpected keyword argument "id" for "DeepsetUser"  [call-arg]
test/unit/tools/test_custom_components.py:53: error: Unexpected keyword argument "id" for "DeepsetUser"  [call-arg]
test/unit/tools/test_custom_components.py:61: error: Function is missing a type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:64: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:68: error: Function is missing a type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:76: error: Cannot assign to a method  [method-assign]
test/unit/tools/test_custom_components.py:77: error: Cannot assign to a method  [method-assign]
test/unit/tools/test_custom_components.py:105: error: Function is missing a type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:108: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:112: error: Cannot assign to a method  [method-assign]
test/unit/tools/test_custom_components.py:1[13](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:14): error: Cannot assign to a method  [method-assign]
test/unit/tools/test_custom_components.py:139: error: Function is missing a type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:[14](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:15)2: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:146: error: Function is missing a type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:[15](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:16)0: error: Cannot assign to a method  [method-assign]
test/unit/tools/test_custom_components.py:151: error: Cannot assign to a method  [method-assign]
test/unit/tools/test_custom_components.py:[16](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:17)2: error: Function is missing a type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:165: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:169: error: Cannot assign to a method  [method-assign]
test/unit/tools/test_custom_components.py:[17](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:18)0: error: Cannot assign to a method  [method-assign]
test/unit/tools/test_custom_components.py:[18](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:19)3: error: Function is missing a type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:186: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:[19](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:20)0: error: Cannot assign to a method  [method-assign]
test/unit/tools/test_custom_components.py:201: error: Function is missing a type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:[20](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:21)4: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:204: note: Use "-> None" if function does not return a value
test/unit/tools/test_custom_components.py:208: error: Cannot assign to a method  [method-assign]
test/unit/tools/test_custom_components.py:[21](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:22)9: error: Function is missing a type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:[22](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:23)2: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/tools/test_custom_components.py:222: note: Use "-> None" if function does not return a value
test/unit/tools/test_custom_components.py:226: error: Cannot assign to a method  [method-assign]
test/unit/api/user/test_user_resource.py:[23](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:24): error: Function is missing a return type annotation  [no-untyped-def]
test/unit/api/user/test_user_resource.py:26: error: Cannot assign to a method  [method-assign]
test/unit/api/user/test_user_resource.py:28: error: Call to untyped function "users" in typed context  [no-untyped-call]
test/unit/api/user/test_user_resource.py:52: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/api/user/test_user_resource.py:55: error: Cannot assign to a method  [method-assign]
test/unit/api/user/test_user_resource.py:57: error: Call to untyped function "users" in typed context  [no-untyped-call]
test/unit/api/user/test_user_resource.py:74: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/api/user/test_user_resource.py:77: error: Cannot assign to a method  [method-assign]
test/unit/api/user/test_user_resource.py:79: error: Call to untyped function "users" in typed context  [no-untyped-call]
test/unit/api/custom_components/test_custom_components_resource.py:35: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/api/custom_components/test_custom_components_resource.py:38: error: Cannot assign to a method  [method-assign]
test/unit/api/custom_components/test_custom_components_resource.py:70: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/api/custom_components/test_custom_components_resource.py:73: error: Cannot assign to a method  [method-assign]
test/unit/api/custom_components/test_custom_components_resource.py:97: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/api/custom_components/test_custom_components_resource.py:100: error: Cannot assign to a method  [method-assign]
test/unit/api/custom_components/test_custom_components_resource.py:123: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/api/custom_components/test_custom_components_resource.py:1[26](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276581441/job/42964384336#step:6:27): error: Cannot assign to a method  [method-assign]
test/unit/api/custom_components/test_custom_components_resource.py:141: error: Function is missing a return type annotation  [no-untyped-def]
test/unit/api/custom_components/test_custom_components_resource.py:144: error: Cannot assign to a method  [method-assign]
Found 48 errors in 3 files (checked 68 source files)

1s
Run uv run --dev pytest -m "not integration"
============================= test session starts ==============================
platform linux -- Python 3.[1](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276600509/job/42964448206?pr=73#step:6:1)1.12, pytest-8.3.5, pluggy-1.6.0
rootdir: /home/runner/work/deepset-mcp-server/deepset-mcp-server
configfile: pyproject.toml
testpaths: test
plugins: asyncio-0.26.0, anyio-4.9.0
asyncio: mode=Mode.AUTO, asyncio_default_fixture_loop_scope=function, asyncio_default_test_loop_scope=function
collected 184 items / 26 deselected / 158 selected

test/integration/test_integration_user_resource.py ss                    [  1%]
test/unit/api/custom_components/test_custom_components_resource.py FFFF. [  4%]
                                                                         [  4%]
test/unit/api/haystack_service/test_haystack_service_resource.py .....   [  7%]
test/unit/api/indexes/test_index_resource.py ...........                 [ 14%]
test/unit/api/pipeline/test_pipeline_resource.py ....................... [ 29%]
..................                                                       [ 40%]
test/unit/api/pipeline_template/test_pipeline_template_resource.py ..... [ 43%]
..                                                                       [ 44%]
test/unit/api/user/test_user_resource.py FF.                             [ 46%]
test/unit/test_async_deepset_client.py ......                            [ 50%]
test/unit/tools/test_component_helper.py ...                             [ 52%]
test/unit/tools/test_custom_components.py F......                        [ 56%]
test/unit/tools/test_formatting_utils.py .......                         [ 61%]
test/unit/tools/test_haystack_service.py .........                       [ 67%]
test/unit/tools/test_indexes.py ................                         [ 77%]
test/unit/tools/test_pipeline.py ........................                [ 92%]
test/unit/tools/test_pipeline_template.py ............                   [100%]

=================================== FAILURES ===================================
___________________________ test_list_installations ____________________________

    @pytest.mark.asyncio
    async def test_list_installations() -> None:
        """Test listing custom component installations."""
        mock_data = {
            "data": [
                {
                    "custom_component_id": "comp_[12](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276600509/job/42964448206?pr=73#step:6:13)3",
                    "status": "installed",
                    "version": "1.0.0",
                    "created_by_user_id": "user_123",
                    "created_at": "2024-01-01T00:00:00Z",
                    "logs": [{"level": "INFO", "msg": "Installation complete"}],
                }
            ],
            "total": 1,
            "has_more": False,
        }
    
        fake_client = BaseFakeClient(
            responses={"v2/custom_components": mock_data}
        )
    
        def custom_components(workspace: str):
            return CustomComponentsResource(client=fake_client)
    
        fake_client.custom_components = custom_components
    
        resource = fake_client.custom_components("test-workspace")
>       result = await resource.list_installations()

test/unit/api/custom_components/test_custom_components_resource.py:41: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
src/deepset_mcp/api/custom_components/resource.py:30: in list_installations
    resp = await self._client.request(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <test.unit.conftest.BaseFakeClient object at 0x7f3dfc39f3d0>
endpoint = 'v2/custom_components?limit=20&page_number=1&field=created_at&order=DESC'
response_type = <class 'deepset_mcp.api.custom_components.models.CustomComponentInstallationList'>
method = 'GET', data = None, headers = None, kwargs = {}
resp_key = 'v2/custom_components'
resp_data = {'data': [{'created_at': '2024-01-01T00:00:00Z', 'created_by_user_id': 'user_123', 'custom_component_id': 'comp_123', 'logs': [{'level': 'INFO', 'msg': 'Installation complete'}], ...}], 'has_more': False, 'total': 1}

    async def request(
        self,
        endpoint: str,
        *,
        response_type: type[T] | None = None,
        method: str = "GET",
        data: dict[str, Any] | None = None,
        headers: dict[str, str] | None = None,
        **kwargs: Any,
    ) -> TransportResponse[Any]:
        """
        Record the request and return a predefined response.
    
        Parameters
        ----------
        endpoint : str
            API endpoint.
        method : str, optional
            HTTP method.
        data : Dict[str, Any], optional
            Request data.
        headers : Dict[str, str], optional
            Request headers.
    
        Returns
        -------
        TransportResponse
            Response object.
    
        Raises
        ------
        ValueError
            If no response is predefined for the endpoint.
        """
        self.requests.append({"endpoint": endpoint, "method": method, "data": data, "headers": headers, **kwargs})
    
        # Find the appropriate response
        for resp_key, resp_data in self.responses.items():
            if endpoint.endswith(resp_key):
                if isinstance(resp_data, Exception):
                    raise resp_data
    
                if isinstance(resp_data, TransportResponse):
                    return resp_data
    
                # Create a real TransportResponse instead of a mock
                if isinstance(resp_data, dict):
                    text = json.dumps(resp_data)
                    return TransportResponse(
                        text=text,
                        status_code=200,  # Default success status code
                        json=resp_data,
                    )
                else:
                    return TransportResponse(text=str(resp_data), status_code=200, json=None)
    
>       raise ValueError(f"No response defined for endpoint: {endpoint}")
E       ValueError: No response defined for endpoint: v2/custom_components?limit=20&page_number=1&field=created_at&order=DESC

test/unit/conftest.py:115: ValueError
________________________ test_list_installations_empty _________________________

    @pytest.mark.asyncio
    async def test_list_installations_empty() -> None:
        """Test listing custom component installations when none exist."""
        mock_data = {
            "data": [],
            "total": 0,
            "has_more": False,
        }
    
        fake_client = BaseFakeClient(
            responses={"v2/custom_components": mock_data}
        )
    
        def custom_components(workspace: str):
            return CustomComponentsResource(client=fake_client)
    
        fake_client.custom_components = custom_components
    
        resource = fake_client.custom_components("test-workspace")
>       result = await resource.list_installations()

test/unit/api/custom_components/test_custom_components_resource.py:76: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
src/deepset_mcp/api/custom_components/resource.py:30: in list_installations
    resp = await self._client.request(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <test.unit.conftest.BaseFakeClient object at 0x7f3dfa77df90>
endpoint = 'v2/custom_components?limit=20&page_number=1&field=created_at&order=DESC'
response_type = <class 'deepset_mcp.api.custom_components.models.CustomComponentInstallationList'>
method = 'GET', data = None, headers = None, kwargs = {}
resp_key = 'v2/custom_components'
resp_data = {'data': [], 'has_more': False, 'total': 0}

    async def request(
        self,
        endpoint: str,
        *,
        response_type: type[T] | None = None,
        method: str = "GET",
        data: dict[str, Any] | None = None,
        headers: dict[str, str] | None = None,
        **kwargs: Any,
    ) -> TransportResponse[Any]:
        """
        Record the request and return a predefined response.
    
        Parameters
        ----------
        endpoint : str
            API endpoint.
        method : str, optional
            HTTP method.
        data : Dict[str, Any], optional
            Request data.
        headers : Dict[str, str], optional
            Request headers.
    
        Returns
        -------
        TransportResponse
            Response object.
    
        Raises
        ------
        ValueError
            If no response is predefined for the endpoint.
        """
        self.requests.append({"endpoint": endpoint, "method": method, "data": data, "headers": headers, **kwargs})
    
        # Find the appropriate response
        for resp_key, resp_data in self.responses.items():
            if endpoint.endswith(resp_key):
                if isinstance(resp_data, Exception):
                    raise resp_data
    
                if isinstance(resp_data, TransportResponse):
                    return resp_data
    
                # Create a real TransportResponse instead of a mock
                if isinstance(resp_data, dict):
                    text = json.dumps(resp_data)
                    return TransportResponse(
                        text=text,
                        status_code=200,  # Default success status code
                        json=resp_data,
                    )
                else:
                    return TransportResponse(text=str(resp_data), status_code=200, json=None)
    
>       raise ValueError(f"No response defined for endpoint: {endpoint}")
E       ValueError: No response defined for endpoint: v2/custom_components?limit=20&page_number=1&field=created_at&order=DESC

test/unit/conftest.py:115: ValueError
_____________________ test_list_installations_with_params ______________________

    @pytest.mark.asyncio
    async def test_list_installations_with_params() -> None:
        """Test listing custom component installations with custom parameters."""
        mock_data = {
            "data": [],
            "total": 0,
            "has_more": False,
        }
    
        fake_client = BaseFakeClient(
            responses={"v2/custom_components": mock_data}
        )
    
        def custom_components(workspace: str):
            return CustomComponentsResource(client=fake_client)
    
        fake_client.custom_components = custom_components
    
        resource = fake_client.custom_components("test-workspace")
>       await resource.list_installations(limit=50, page_number=2, field="status", order="ASC")

test/unit/api/custom_components/test_custom_components_resource.py:103: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
src/deepset_mcp/api/custom_components/resource.py:30: in list_installations
    resp = await self._client.request(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <test.unit.conftest.BaseFakeClient object at 0x7f3dfa44f050>
endpoint = 'v2/custom_components?limit=50&page_number=2&field=status&order=ASC'
response_type = <class 'deepset_mcp.api.custom_components.models.CustomComponentInstallationList'>
method = 'GET', data = None, headers = None, kwargs = {}
resp_key = 'v2/custom_components'
resp_data = {'data': [], 'has_more': False, 'total': 0}

    async def request(
        self,
        endpoint: str,
        *,
        response_type: type[T] | None = None,
        method: str = "GET",
        data: dict[str, Any] | None = None,
        headers: dict[str, str] | None = None,
        **kwargs: Any,
    ) -> TransportResponse[Any]:
        """
        Record the request and return a predefined response.
    
        Parameters
        ----------
        endpoint : str
            API endpoint.
        method : str, optional
            HTTP method.
        data : Dict[str, Any], optional
            Request data.
        headers : Dict[str, str], optional
            Request headers.
    
        Returns
        -------
        TransportResponse
            Response object.
    
        Raises
        ------
        ValueError
            If no response is predefined for the endpoint.
        """
        self.requests.append({"endpoint": endpoint, "method": method, "data": data, "headers": headers, **kwargs})
    
        # Find the appropriate response
        for resp_key, resp_data in self.responses.items():
            if endpoint.endswith(resp_key):
                if isinstance(resp_data, Exception):
                    raise resp_data
    
                if isinstance(resp_data, TransportResponse):
                    return resp_data
    
                # Create a real TransportResponse instead of a mock
                if isinstance(resp_data, dict):
                    text = json.dumps(resp_data)
                    return TransportResponse(
                        text=text,
                        status_code=200,  # Default success status code
                        json=resp_data,
                    )
                else:
                    return TransportResponse(text=str(resp_data), status_code=200, json=None)
    
>       raise ValueError(f"No response defined for endpoint: {endpoint}")
E       ValueError: No response defined for endpoint: v2/custom_components?limit=50&page_number=2&field=status&order=ASC

test/unit/conftest.py:115: ValueError
______________________ test_get_latest_installation_logs _______________________

    @pytest.mark.asyncio
    async def test_get_latest_installation_logs() -> None:
        """Test getting latest installation logs."""
        mock_logs = "Installation started\nInstalling dependencies\nInstallation complete"
    
        fake_client = BaseFakeClient(
            responses={"v2/custom_components/logs": mock_logs}
        )
    
        def custom_components(workspace: str):
            return CustomComponentsResource(client=fake_client)
    
        fake_client.custom_components = custom_components
    
        resource = fake_client.custom_components("test-workspace")
        result = await resource.get_latest_installation_logs()
    
>       assert result == mock_logs
E       AssertionError: assert {} == 'Installation started\nInstalling dependencies\nInstallation complete'

test/unit/api/custom_components/test_custom_components_resource.py:[13](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276600509/job/42964448206?pr=73#step:6:14)1: AssertionError
________________________________ test_get_user _________________________________

    @pytest.mark.asyncio
    async def test_get_user() -> None:
        """Test getting user information."""
        mock_user_data = {
            "user_id": "user_123",
            "given_name": "John",
            "family_name": "Doe",
            "email": "john.doe@example.com",
        }
    
        fake_client = BaseFakeClient(
            responses={"v1/users/user_123": mock_user_data}
        )
    
        def users():
            return UserResource(client=fake_client)
    
        fake_client.users = users
    
        resource = fake_client.users()
        result = await resource.get("user_123")
    
>       assert isinstance(result, DeepsetUser)
E       AssertionError: assert False
E        +  where False = isinstance({'email': 'john.doe@example.com', 'family_name': 'Doe', 'given_name': 'John', 'user_id': 'user_123'}, DeepsetUser)

test/unit/api/user/test_user_resource.py:31: AssertionError
__________________________ test_get_user_partial_data __________________________

    @pytest.mark.asyncio
    async def test_get_user_partial_data() -> None:
        """Test getting user information with partial data."""
        mock_user_data = {
            "user_id": "user_456",
            "given_name": "Jane",
            "family_name": None,
            "email": None,
        }
    
        fake_client = BaseFakeClient(
            responses={"v1/users/user_456": mock_user_data}
        )
    
        def users():
            return UserResource(client=fake_client)
    
        fake_client.users = users
    
        resource = fake_client.users()
        result = await resource.get("user_456")
    
>       assert isinstance(result, DeepsetUser)
E       AssertionError: assert False
E        +  where False = isinstance({'email': None, 'family_name': None, 'given_name': 'Jane', 'user_id': 'user_456'}, DeepsetUser)

test/unit/api/user/test_user_resource.py:60: AssertionError
___________________ test_list_custom_component_installations ___________________

    @pytest.mark.asyncio
    async def test_list_custom_component_installations() -> None:
        """Test listing custom component installations."""
        mock_installations = CustomComponentInstallationList(
            data=[
                CustomComponentInstallation(
                    custom_component_id="comp_123",
                    status="installed",
                    version="1.0.0",
                    created_by_user_id="user_123",
                    created_at="2024-01-01T00:00:00Z",
                    logs=[{"level": "INFO", "msg": "Installation complete"}],
                ),
                CustomComponentInstallation(
                    custom_component_id="comp_456",
                    status="failed",
                    version="0.9.0",
                    created_by_user_id="user_456",
                    created_at="2024-01-02T00:00:00Z",
                    logs=[
                        {"level": "ERROR", "msg": "Installation failed"},
                        {"level": "DEBUG", "msg": "Debug info"},
                    ],
                ),
            ],
            total=2,
            has_more=False,
        )
    
>       mock_user_123 = DeepsetUser(
            id="user_123",
            given_name="John",
            family_name="Doe",
            email="john.doe@example.com",
        )
E       pydantic_core._pydantic_core.ValidationError: 1 validation error for DeepsetUser
E       user_id
E         Field required [type=missing, input_value={'id': 'user_123', 'given... 'john.doe@example.com'}, input_type=dict]
E           For further information visit https://errors.pydantic.dev/2.11/v/missing

test/unit/tools/test_custom_components.py:46: ValidationError
=============================== warnings summary ===============================
.venv/lib/python3.11/site-packages/pydantic/_internal/_config.py:323
  /home/runner/work/deepset-mcp-server/deepset-mcp-server/.venv/lib/python3.11/site-packages/pydantic/_internal/_config.py:323: PydanticDeprecatedSince20: Support for class-based `config` is deprecated, use ConfigDict instead. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.11/migration/
    warnings.warn(DEPRECATION_MESSAGE, DeprecationWarning)

.venv/lib/python3.11/site-packages/pydantic/_internal/_generate_schema.py:293
.venv/lib/python3.11/site-packages/pydantic/_internal/_generate_schema.py:293
  /home/runner/work/deepset-mcp-server/deepset-mcp-server/.venv/lib/python3.11/site-packages/pydantic/_internal/_generate_schema.py:293: PydanticDeprecatedSince20: `json_encoders` is deprecated. See https://docs.pydantic.dev/2.11/concepts/serialization/#custom-serializers for alternatives. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.11/migration/
    warnings.warn(

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
=========================== short test summary info ============================
FAILED test/unit/api/custom_components/test_custom_components_resource.py::test_list_installations - ValueError: No response defined for endpoint: v2/custom_components?limit=20&page_number=1&field=created_at&order=DESC
FAILED test/unit/api/custom_components/test_custom_components_resource.py::test_list_installations_empty - ValueError: No response defined for endpoint: v2/custom_components?limit=20&page_number=1&field=created_at&order=DESC
FAILED test/unit/api/custom_components/test_custom_components_resource.py::test_list_installations_with_params - ValueError: No response defined for endpoint: v2/custom_components?limit=50&page_number=2&field=status&order=ASC
FAILED test/unit/api/custom_components/test_custom_components_resource.py::test_get_latest_installation_logs - AssertionError: assert {} == 'Installation started\nInstalling dependencies\nInstallation complete'
FAILED test/unit/api/user/test_user_resource.py::test_get_user - AssertionError: assert False
 +  where False = isinstance({'email': 'john.doe@example.com', 'family_name': 'Doe', 'given_name': 'John', 'user_id': 'user_123'}, DeepsetUser)
FAILED test/unit/api/user/test_user_resource.py::test_get_user_partial_data - AssertionError: assert False
 +  where False = isinstance({'email': None, 'family_name': None, 'given_name': 'Jane', 'user_id': 'user_456'}, DeepsetUser)
FAILED test/unit/tools/test_custom_components.py::test_list_custom_component_installations - pydantic_core._pydantic_core.ValidationError: 1 validation error for DeepsetUser
user_id
  Field required [type=missing, input_value={'id': 'user_123', 'given... 'john.doe@example.com'}, input_type=dict]
    For further information visit https://errors.pydantic.dev/2.11/v/missing
===== 7 failed, [14](https://github.com/deepset-ai/deepset-mcp-server/actions/runs/15276600509/job/42964448206?pr=73#step:6:15)9 passed, 2 skipped, 26 deselected, 3 warnings in 1.61s ======