Fixes #19690: Add QlikCloud dashboard filter by space name type (#20315)

ingestion/src/metadata/ingestion/source/dashboard/qlikcloud/client.py

@@ -29,6 +29,8 @@ from metadata.ingestion.source.dashboard.qlikcloud.constants import (
 from metadata.ingestion.source.dashboard.qlikcloud.models import (
     QlikApp,
     QlikAppResponse,
+    QlikSpace,
+    QlikSpaceResponse,
 )
 from metadata.ingestion.source.dashboard.qliksense.models import (
     QlikDataModelResult,
@@ -105,7 +107,7 @@ class QlikCloudClient:
 
     def get_dashboard_charts(self, dashboard_id: str) -> List[QlikSheet]:
         """
-        Get dahsboard chart list
+        Get dashboard chart list
         """
         try:
             self.connect_websocket(dashboard_id)
@@ -164,7 +166,7 @@ class QlikCloudClient:
 
     def get_dashboard_models(self) -> List[QlikTable]:
         """
-        Get dahsboard data models
+        Get dashboard data models
         """
         try:
             self._websocket_send_request(APP_LOADMODEL_REQ)
@@ -181,3 +183,24 @@ class QlikCloudClient:
             logger.debug(traceback.format_exc())
             logger.warning("Failed to fetch the dashboard datamodels")
         return []
+
+    def get_projects_list(self) -> Iterable[QlikSpace]:
+        """
+        Get list of all spaces
+        """
+        try:
+            link = f"/v1/spaces?limit={API_LIMIT}"
+            while True:
+                resp_spaces = self.client.get(link)
+                if resp_spaces:
+                    resp = QlikSpaceResponse(**resp_spaces)
+                    yield from resp.spaces
+                    if resp.links and resp.links.next and resp.links.next.href:
+                        link = resp.links.next.href.replace(
+                            f"{self.config.hostPort}{API_VERSION}", ""
+                        )
+                    else:
+                        break
+        except Exception:
+            logger.debug(traceback.format_exc())
+            logger.warning("Failed to fetch the space list")

ingestion/src/metadata/ingestion/source/dashboard/qlikcloud/metadata.py

@@ -11,7 +11,7 @@
 """QlikCloud source module"""
 
 import traceback
-from typing import Iterable, List, Optional
+from typing import Dict, Iterable, List, Optional
 
 from metadata.generated.schema.api.data.createChart import CreateChartRequest
 from metadata.generated.schema.api.data.createDashboard import CreateDashboardRequest
@@ -42,11 +42,15 @@ from metadata.ingestion.api.models import Either
 from metadata.ingestion.api.steps import InvalidSourceException
 from metadata.ingestion.ometa.ometa_api import OpenMetadata
 from metadata.ingestion.source.dashboard.qlikcloud.client import QlikCloudClient
-from metadata.ingestion.source.dashboard.qlikcloud.models import QlikApp
+from metadata.ingestion.source.dashboard.qlikcloud.models import (
+    QlikApp,
+    QlikSpace,
+    QlikSpaceType,
+)
 from metadata.ingestion.source.dashboard.qliksense.metadata import QliksenseSource
 from metadata.ingestion.source.dashboard.qliksense.models import QlikTable
 from metadata.utils import fqn
-from metadata.utils.filters import filter_by_chart
+from metadata.utils.filters import filter_by_chart, filter_by_project
 from metadata.utils.fqn import build_es_fqn_search_string
 from metadata.utils.helpers import clean_uri
 from metadata.utils.logger import ingestion_logger
@@ -81,9 +85,41 @@ class QlikcloudSource(QliksenseSource):
         metadata: OpenMetadata,
     ):
         super().__init__(config, metadata)
+        self.projects_map: Dict[str, QlikSpace] = {}
         self.collections: List[QlikApp] = []
         self.data_models: List[QlikTable] = []
 
+    def prepare(self):
+        """
+        Get all spaces/projects from QlikCloud to filter out dashboards.
+        """
+        spaces = self.client.get_projects_list()
+        for space in spaces:
+            self.projects_map[space.id] = space
+        self.projects_map[""] = QlikSpace(
+            name="Personal",
+            description="Represents personal space of QlikCloud.",
+            id="",  # dashboards under personal space have spaceId=""
+            type=QlikSpaceType.PERSONAL,
+        )
+
+        return super().prepare()
+
+    def filter_projects_by_type(self, project: QlikSpace) -> bool:
+        """
+        Filter space based on space types configured in connection config.
+        """
+        spaceTypes = self.service_connection.spaceTypes
+        if spaceTypes is None:
+            return False
+        return project.type.value not in [space_type.value for space_type in spaceTypes]
+
+    def is_personal_project(self, project: QlikSpace) -> bool:
+        """
+        Check if space is a personal space.
+        """
+        return project.type == QlikSpaceType.PERSONAL
+
     def filter_draft_dashboard(self, dashboard: QlikApp) -> bool:
         # When only published(non-draft) dashboards are allowed, filter dashboard based on "published" flag from QlikApp
         return (not self.source_config.includeDraftDashboard) and (
@@ -98,6 +134,15 @@ class QlikcloudSource(QliksenseSource):
             if self.filter_draft_dashboard(dashboard):
                 # Skip unpublished dashboards
                 continue
+            project = self.projects_map[dashboard.space_id]
+            if self.filter_projects_by_type(project):
+                # Skip dashboard based on space type filter
+                continue
+            if not self.is_personal_project(project) and filter_by_project(
+                self.service_connection.projectFilterPattern, project.name
+            ):
+                # Skip dashboard based on project filter pattern
+                continue
             # clean data models for next iteration
             self.data_models = []
             yield dashboard
@@ -127,9 +172,11 @@ class QlikcloudSource(QliksenseSource):
                 name=EntityName(dashboard_details.id),
                 sourceUrl=SourceUrl(dashboard_url),
                 displayName=dashboard_details.name,
-                description=Markdown(dashboard_details.description)
-                if dashboard_details.description
-                else None,
+                description=(
+                    Markdown(dashboard_details.description)
+                    if dashboard_details.description
+                    else None
+                ),
                 project=self.context.get().project_name,
                 charts=[
                     FullyQualifiedEntityName(
@@ -248,9 +295,11 @@ class QlikcloudSource(QliksenseSource):
                     right=CreateChartRequest(
                         name=EntityName(chart.qInfo.qId),
                         displayName=chart.qMeta.title,
-                        description=Markdown(chart.qMeta.description)
-                        if chart.qMeta.description
-                        else None,
+                        description=(
+                            Markdown(chart.qMeta.description)
+                            if chart.qMeta.description
+                            else None
+                        ),
                         chartType=ChartType.Other,
                         sourceUrl=SourceUrl(chart_url),
                         service=self.context.get().dashboard_service,

ingestion/src/metadata/ingestion/source/dashboard/qlikcloud/models.py

@@ -11,9 +11,44 @@
 """
 QlikCloud Models
 """
+from enum import Enum
 from typing import List, Optional
 
-from pydantic import BaseModel, Field
+from pydantic import BaseModel, Field, field_validator
+
+
+class QlikSpaceType(Enum):
+    MANAGED = "Managed"
+    SHARED = "Shared"
+    PERSONAL = "Personal"
+
+
+# Space Models
+class QlikSpace(BaseModel):
+    """QlikCloud Space Model"""
+
+    name: Optional[str] = None
+    description: Optional[str] = None
+    id: str
+    type: QlikSpaceType
+
+    # Field validator for normalizing and validating space type
+    @field_validator("type", mode="before")
+    @classmethod
+    def normalize_and_validate_type(cls, value):
+        """
+        Normalize the space type by capitalizing the input value and
+        ensure it corresponds to a valid QlikSpaceType enum.
+
+        Args:
+            value (str): The space type to validate.
+
+        Returns:
+            QlikSpaceType: The corresponding enum member of QlikSpaceType.
+        """
+        if isinstance(value, str):
+            value = value.capitalize()
+        return QlikSpaceType(value)
 
 
 # App Models
@@ -24,6 +59,7 @@ class QlikApp(BaseModel):
     name: Optional[str] = None
     id: str
     app_id: Optional[str] = Field(None, alias="resourceId")
+    space_id: Optional[str] = Field("", alias="spaceId")
     published: Optional[bool] = None
 
 
@@ -35,6 +71,13 @@ class QlikLinks(BaseModel):
     next: Optional[QlikLink] = None
 
 
+class QlikSpaceResponse(BaseModel):
+    """QlikCloud Spaces List"""
+
+    spaces: Optional[List[QlikSpace]] = Field(None, alias="data")
+    links: Optional[QlikLinks] = None
+
+
 class QlikAppResponse(BaseModel):
     """QlikCloud Apps List"""
 

ingestion/tests/unit/topology/dashboard/test_qlikcloud.py

@@ -20,6 +20,9 @@ import pytest
 
 from metadata.generated.schema.api.data.createChart import CreateChartRequest
 from metadata.generated.schema.api.data.createDashboard import CreateDashboardRequest
+from metadata.generated.schema.entity.services.connections.dashboard.qlikCloudConnection import (
+    SpaceType,
+)
 from metadata.generated.schema.entity.services.dashboardService import (
     DashboardConnection,
     DashboardService,
@@ -33,7 +36,11 @@ from metadata.ingestion.api.models import Either
 from metadata.ingestion.ometa.ometa_api import OpenMetadata
 from metadata.ingestion.source.dashboard.qlikcloud.client import QlikCloudClient
 from metadata.ingestion.source.dashboard.qlikcloud.metadata import QlikcloudSource
-from metadata.ingestion.source.dashboard.qlikcloud.models import QlikApp
+from metadata.ingestion.source.dashboard.qlikcloud.models import (
+    QlikApp,
+    QlikSpace,
+    QlikSpaceType,
+)
 from metadata.ingestion.source.dashboard.qliksense.models import (
     QlikSheet,
     QlikSheetInfo,
@@ -69,6 +76,43 @@ mock_qlikcloud_config = {
     },
 }
 
+MOCK_MANAGED_PROJECT_1_ID = "100"
+MOCK_MANAGED_PROJECT_2_ID = "101"
+MOCK_SHARED_PROJECT_1_ID = "102"
+MOCK_PERSONAL_PROJECT_ID = ""
+MOCK_PROJECTS = [
+    QlikSpace(
+        name="managed-space-1",
+        description="managed space",
+        id=MOCK_MANAGED_PROJECT_1_ID,
+        type=QlikSpaceType.MANAGED,
+    ),
+    QlikSpace(
+        name="managed-space-2",
+        description="managed space",
+        id=MOCK_MANAGED_PROJECT_2_ID,
+        type=QlikSpaceType.MANAGED,
+    ),
+    QlikSpace(
+        name="shared-space-1",
+        description="shared space",
+        id=MOCK_SHARED_PROJECT_1_ID,
+        type=QlikSpaceType.SHARED,
+    ),
+]
+MOCK_PERSONAL_PROJECT = QlikSpace(
+    name="Personal",
+    description="Represents personal space of QlikCloud.",
+    id=MOCK_PERSONAL_PROJECT_ID,
+    type=QlikSpaceType.PERSONAL,
+)
+MOCK_PROJECTS_MAP = {
+    MOCK_MANAGED_PROJECT_1_ID: MOCK_PROJECTS[0],
+    MOCK_MANAGED_PROJECT_2_ID: MOCK_PROJECTS[1],
+    MOCK_SHARED_PROJECT_1_ID: MOCK_PROJECTS[2],
+    MOCK_PERSONAL_PROJECT_ID: MOCK_PERSONAL_PROJECT,
+}
+
 MOCK_DASHBOARD_SERVICE = DashboardService(
     id="c3eb265f-5445-4ad3-ba5e-797d3a3071bb",
     name="qlikcloud_source_test",
@@ -129,25 +173,52 @@ EXPECTED_CHARTS = [
 
 MOCK_DASHBOARDS = [
     QlikApp(
-        name="sample unpublished dashboard",
+        name="sample managed app's unpublished dashboard",
         id="201",
-        description="sample unpublished dashboard",
+        description="sample managed app's unpublished dashboard",
         published=False,
+        spaceId=MOCK_MANAGED_PROJECT_1_ID,
     ),
     QlikApp(
-        name="sample published dashboard",
+        name="sample managed app's published dashboard",
         id="202",
-        description="sample published dashboard",
+        description="sample managed app's published dashboard",
         published=True,
+        spaceId=MOCK_MANAGED_PROJECT_1_ID,
     ),
     QlikApp(
-        name="sample published dashboard",
+        name="sample managed app's published dashboard",
         id="203",
-        description="sample published dashboard",
+        description="sample managed app's published dashboard",
         published=True,
+        spaceId=MOCK_MANAGED_PROJECT_2_ID,
+    ),
+    QlikApp(
+        name="sample shared app's unpublished dashboard",
+        id="204",
+        description="sample shared app's unpublished dashboard",
+        published=False,
+        spaceId=MOCK_SHARED_PROJECT_1_ID,
+    ),
+    QlikApp(
+        name="sample shared app's published dashboard",
+        id="205",
+        description="sample shared app's published dashboard",
+        published=True,
+        spaceId=MOCK_SHARED_PROJECT_1_ID,
+    ),
+    QlikApp(
+        name="sample personal app's published dashboard",
+        id="206",
+        description="sample personal app's published dashboard",
+        published=True,
+        spaceId=MOCK_PERSONAL_PROJECT_ID,
     ),
 ]
-DRAFT_DASHBOARDS_IN_MOCK_DASHBOARDS = 1
+DRAFT_DASHBOARDS_IN_MOCK_DASHBOARDS = 2
+MANAGED_APP_DASHBOARD_IN_MOCK_DASHBOARDS = 3
+SHARED_APP_DASHBOARD_IN_MOCK_DASHBOARDS = 2
+PERSONAL_APP_DASHBOARD_IN_MOCK_DASHBOARDS = 1
 
 
 class QlikCloudUnitTest(TestCase):
@@ -176,6 +247,38 @@ class QlikCloudUnitTest(TestCase):
             ] = MOCK_DASHBOARD_SERVICE.fullyQualifiedName.root
             self.qlikcloud.context.get().__dict__["project_name"] = None
 
+    @pytest.mark.order(0)
+    def test_prepare(self):
+        with patch.object(
+            QlikCloudClient, "get_projects_list", return_value=MOCK_PROJECTS
+        ):
+            self.qlikcloud.prepare()
+
+        assert len(self.qlikcloud.projects_map) == len(MOCK_PROJECTS_MAP), (
+            f"Expected projects_map to have {len(MOCK_PROJECTS_MAP) + 1} entries, "
+            f"but got {len(self.qlikcloud.projects_map)}"
+        )
+
+        for space_id, expected_space in MOCK_PROJECTS_MAP.items():
+            mapped_space = self.qlikcloud.projects_map.get(space_id)
+            assert (
+                mapped_space == expected_space
+            ), f"Expected {expected_space} for spaceId {space_id}, but got {mapped_space}"
+
+        personal_space = self.qlikcloud.projects_map.get("")
+        assert (
+            personal_space is not None
+        ), "Expected the 'Personal' space to be added to the map."
+        assert (
+            personal_space.name == "Personal"
+        ), "The 'Personal' space name is incorrect."
+        assert (
+            personal_space.id == ""
+        ), "The 'Personal' space id should be empty string."
+        assert (
+            personal_space.type == QlikSpaceType.PERSONAL
+        ), "The 'Personal' space type is incorrect."
+
     @pytest.mark.order(1)
     def test_dashboard(self):
         dashboard_list = []
@@ -215,3 +318,102 @@ class QlikCloudUnitTest(TestCase):
             if self.qlikcloud.filter_draft_dashboard(dashboard):
                 draft_dashboards_count += 1
         assert draft_dashboards_count == DRAFT_DASHBOARDS_IN_MOCK_DASHBOARDS
+
+    @pytest.mark.order(5)
+    def test_managed_app_dashboard(self):
+        with patch.object(
+            QlikCloudClient, "get_projects_list", return_value=MOCK_PROJECTS
+        ):
+            self.qlikcloud.prepare()
+
+        managed_app_dashboards_count = 0
+        self.qlikcloud.service_connection.spaceTypes = [
+            SpaceType.Shared,
+            SpaceType.Personal,
+        ]
+        for dashboard in MOCK_DASHBOARDS:
+            space = self.qlikcloud.projects_map[dashboard.space_id]
+            if self.qlikcloud.filter_projects_by_type(space):
+                managed_app_dashboards_count += 1
+        assert managed_app_dashboards_count == MANAGED_APP_DASHBOARD_IN_MOCK_DASHBOARDS
+
+    @pytest.mark.order(6)
+    def test_shared_app_dashboard(self):
+        with patch.object(
+            QlikCloudClient, "get_projects_list", return_value=MOCK_PROJECTS
+        ):
+            self.qlikcloud.prepare()
+
+        shared_app_dashboards_count = 0
+        self.qlikcloud.service_connection.spaceTypes = [
+            SpaceType.Managed,
+            SpaceType.Personal,
+        ]
+        for dashboard in MOCK_DASHBOARDS:
+            space = self.qlikcloud.projects_map[dashboard.space_id]
+            if self.qlikcloud.filter_projects_by_type(space):
+                shared_app_dashboards_count += 1
+        assert shared_app_dashboards_count == SHARED_APP_DASHBOARD_IN_MOCK_DASHBOARDS
+
+    @pytest.mark.order(7)
+    def test_personal_app_dashboard(self):
+        with patch.object(
+            QlikCloudClient, "get_projects_list", return_value=MOCK_PROJECTS
+        ):
+            self.qlikcloud.prepare()
+
+        personal_app_dashboards_count = 0
+        self.qlikcloud.service_connection.spaceTypes = [
+            SpaceType.Managed,
+            SpaceType.Shared,
+        ]
+        for dashboard in MOCK_DASHBOARDS:
+            space = self.qlikcloud.projects_map[dashboard.space_id]
+            if self.qlikcloud.filter_projects_by_type(space):
+                personal_app_dashboards_count += 1
+        assert (
+            personal_app_dashboards_count == PERSONAL_APP_DASHBOARD_IN_MOCK_DASHBOARDS
+        )
+
+    @pytest.mark.order(8)
+    def test_space_type_filter_dashboard(self):
+        with patch.object(
+            QlikCloudClient, "get_projects_list", return_value=MOCK_PROJECTS
+        ):
+            self.qlikcloud.prepare()
+
+        space_type_filtered_dashboards_count = 0
+        self.qlikcloud.service_connection.spaceTypes = [SpaceType.Personal]
+        for dashboard in MOCK_DASHBOARDS:
+            space = self.qlikcloud.projects_map[dashboard.space_id]
+            if self.qlikcloud.filter_projects_by_type(space):
+                space_type_filtered_dashboards_count += 1
+        assert (
+            space_type_filtered_dashboards_count
+            == MANAGED_APP_DASHBOARD_IN_MOCK_DASHBOARDS
+            + SHARED_APP_DASHBOARD_IN_MOCK_DASHBOARDS
+        )
+
+        space_type_filtered_dashboards_count = 0
+        self.qlikcloud.service_connection.spaceTypes = [SpaceType.Shared]
+        for dashboard in MOCK_DASHBOARDS:
+            space = self.qlikcloud.projects_map[dashboard.space_id]
+            if self.qlikcloud.filter_projects_by_type(space):
+                space_type_filtered_dashboards_count += 1
+        assert (
+            space_type_filtered_dashboards_count
+            == MANAGED_APP_DASHBOARD_IN_MOCK_DASHBOARDS
+            + PERSONAL_APP_DASHBOARD_IN_MOCK_DASHBOARDS
+        )
+
+        space_type_filtered_dashboards_count = 0
+        self.qlikcloud.service_connection.spaceTypes = [SpaceType.Managed]
+        for dashboard in MOCK_DASHBOARDS:
+            space = self.qlikcloud.projects_map[dashboard.space_id]
+            if self.qlikcloud.filter_projects_by_type(space):
+                space_type_filtered_dashboards_count += 1
+        assert (
+            space_type_filtered_dashboards_count
+            == SHARED_APP_DASHBOARD_IN_MOCK_DASHBOARDS
+            + PERSONAL_APP_DASHBOARD_IN_MOCK_DASHBOARDS
+        )

openmetadata-docs/content/v1.7.x-SNAPSHOT/connectors/dashboard/qlikcloud/index.md

@@ -7,8 +7,8 @@ slug: /connectors/dashboard/qlikcloud
   name="Qlik Cloud"
   stage="PROD"
   platform="OpenMetadata"
-  availableFeatures=["Dashboards", "Charts", "Datamodels", "Lineage", "Column Lineage"]
-  unavailableFeatures=["Owners", "Tags", "Projects"]
+  availableFeatures=["Projects", "Dashboards", "Charts", "Datamodels", "Lineage", "Column Lineage"]
+  unavailableFeatures=["Owners", "Tags"]
 / %}
 
 In this section, we provide guides and references to use the Qlik Cloud connector.
@@ -37,7 +37,7 @@ To deploy OpenMetadata, check the Deployment guides.
     selectServicePath: "/images/v1.7/connectors/qlikcloud/select-service.png",
     addNewServicePath: "/images/v1.7/connectors/qlikcloud/add-new-service.png",
     serviceConnectionPath: "/images/v1.7/connectors/qlikcloud/service-connection.png",
-} 
+ }
 /%}
 
 {% stepsContainer %}
@@ -47,6 +47,7 @@ To deploy OpenMetadata, check the Deployment guides.
 
 - **Qlik Cloud Host Port**: This field refers to the base url of your Qlik Cloud Portal, will be used for generating the redirect links for dashboards and charts. Example: `https://<TenantURL>.qlikcloud.com`
 - **Qlik Cloud API Token**: Enter the API token for Qlik Cloud APIs access. Refer to [this](https://help.qlik.com/en-US/cloud-services/Subsystems/Hub/Content/Sense_Hub/Admin/mc-generate-api-keys.htm) document for more details about. Example: `eyJhbGciOiJFU***`.
+- **Qlik Cloud Space Types**: Select relevant space types of Qlik Cloud to filter the dashboards ingested into the platform. Example: `Personal`, `Shared`, `Managed`.
 
 {% /extraContent %}
 

openmetadata-docs/content/v1.7.x-SNAPSHOT/connectors/dashboard/qlikcloud/yaml.md

@@ -7,8 +7,8 @@ slug: /connectors/dashboard/qlikcloud/yaml
   name="Qlik Cloud"
   stage="PROD"
   platform="OpenMetadata"
-  availableFeatures=["Dashboards", "Charts", "Datamodels", "Lineage"]
-  unavailableFeatures=["Owners", "Tags", "Projects"]
+  availableFeatures=[ "Projects", "Dashboards", "Charts", "Datamodels", "Lineage"]
+  unavailableFeatures=["Owners", "Tags"]
 / %}
 
 In this section, we provide guides and references to use the PowerBI connector.
@@ -59,7 +59,7 @@ This is a sample config for Qlik Cloud:
 
 **token**: Qlik Cloud API Access Token
 
-Enter the JWT Bearer token generated from Qlik Management Console->API-Keys . Refer to [this](https://help.qlik.com/en-US/cloud-services/Subsystems/Hub/Content/Sense_Hub/Admin/mc-generate-api-keys.htm) document for more details about 
+Enter the JWT Bearer token generated from Qlik Management Console->API-Keys . Refer to [this](https://help.qlik.com/en-US/cloud-services/Subsystems/Hub/Content/Sense_Hub/Admin/mc-generate-api-keys.htm) document for more details.
 
 Example: `eyJhbGciOiJFU***`
 
@@ -75,6 +75,16 @@ Example: `https://<TenantURL>.qlikcloud.com`
 
 {% /codeInfo %}
 
+{% codeInfo srNumber=3 %}
+
+**spaceTypes**: Qlik Cloud Space Types
+
+Select relevant space types of Qlik Cloud to filter the dashboards ingested into the platform.
+
+Example: `Personal`, `Shared`, `Managed`
+
+{% /codeInfo %}
+
 
 {% partial file="/v1.7/connectors/yaml/dashboard/source-config-def.md" /%}
 
@@ -98,7 +108,10 @@ source:
       token: eyJhbGciOiJFU***
 ```
 ```yaml {% srNumber=2 %}
-      hostPort: http://localhost:2000
+      hostPort: https://<TenantURL>.qlikcloud.com
+```
+```yaml {% srNumber=3 %}
+      spaceTypes: ["Personal", "Shared", "Managed"]
 ```
 
 {% partial file="/v1.7/connectors/yaml/dashboard/source-config.md" /%}

openmetadata-spec/src/main/resources/json/schema/entity/services/connections/dashboard/qlikCloudConnection.json

@@ -33,6 +33,18 @@
         "type": "string",
         "format": "uri"
       },
+      "spaceTypes": {
+        "title": "Space Types",
+        "description": "Space types of Qlik Cloud to filter the dashboards ingested into the platform.",
+        "type": "array",
+        "uniqueItems": true,
+        "items": {
+          "type": "string",
+          "enum": ["Managed", "Shared", "Personal"]
+        },
+        "default": ["Managed", "Shared", "Personal"],
+        "minItems": 1
+      },
       "dashboardFilterPattern": {
         "description": "Regex to exclude or include dashboards that matches the pattern.",
         "$ref": "../../../../type/filterPattern.json#/definitions/filterPattern",

openmetadata-ui/src/main/resources/ui/public/locales/en-US/Dashboard/QlikCloud.md

@@ -15,7 +15,16 @@ You can find further information on the Qlik Cloud connector in the [docs](https
 ## Connection Details
 
 $$section
-### Qlik Cloud Hostport $(id="hostPort")
+### Qlik Cloud API Token $(id="token")
+
+API token for Qlik Cloud APIs access. Refer to [this](https://help.qlik.com/en-US/cloud-services/Subsystems/Hub/Content/Sense_Hub/Admin/mc-generate-api-keys.htm) document for more details.
+
+Example: `eyJhbGciOiJFU***`
+$$
+
+
+$$section
+### Qlik Cloud Host Port $(id="hostPort")
 
 This field refers to the base url of your Qlik Cloud Portal, will be used for generating the redirect links for dashboards and charts.
 
@@ -24,9 +33,9 @@ $$
 
 
 $$section
-### Qlik Cloud API Token $(id="token")
+### Qlik Cloud Space Types $(id="spaceTypes")
 
-API token for Qlik Cloud APIs access. Refer to [this](https://help.qlik.com/en-US/cloud-services/Subsystems/Hub/Content/Sense_Hub/Admin/mc-generate-api-keys.htm) document for more details about
+Select relevant space types of Qlik Cloud to filter the dashboards ingested into the platform.
 
-Example: `eyJhbGciOiJFU***`
+Example: `Personal`, `Shared`, `Managed`
 $$

openmetadata-ui/src/main/resources/ui/src/components/Settings/Services/ServiceConnectionDetails/ServiceConnectionDetails.test.tsx

@@ -76,6 +76,7 @@ const databaseSchema = {
   password: 'testPassword',
   username: 'testUsername',
   database: 'test_db',
+  scope: ['test_scope1', 'test_scope2'],
   connectionArguments: {
     arg1: 'connectionArguments1',
     arg2: 'connectionArguments2',
@@ -175,6 +176,17 @@ describe('ServiceConnectionDetails', () => {
     expect(await screen.queryAllByTestId('input-field')[3]).toHaveValue(
       'test_db'
     );
+    expect(await screen.findByText('scope:')).toBeInTheDocument();
+    expect(
+      await screen
+        .queryAllByTestId('input-field')[4]
+        .querySelector('span[title=test_scope1]')
+    ).toHaveTextContent('test_scope1');
+    expect(
+      await screen
+        .queryAllByTestId('input-field')[4]
+        .querySelector('span[title=test_scope2]')
+    ).toHaveTextContent('test_scope2');
   });
 
   services.map((service) => {

openmetadata-ui/src/main/resources/ui/src/components/common/Form/JSONSchema/JSONSchemaTemplate/WorkflowArrayFieldTemplate.test.tsx

@@ -0,0 +1,149 @@
+/*
+ *  Copyright 2025 Collate.
+ *  Licensed under the Apache License, Version 2.0 (the "License");
+ *  you may not use this file except in compliance with the License.
+ *  You may obtain a copy of the License at
+ *  http://www.apache.org/licenses/LICENSE-2.0
+ *  Unless required by applicable law or agreed to in writing, software
+ *  distributed under the License is distributed on an "AS IS" BASIS,
+ *  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ *  See the License for the specific language governing permissions and
+ *  limitations under the License.
+ */
+
+import { FieldProps, IdSchema, Registry } from '@rjsf/utils';
+import { fireEvent, render, screen } from '@testing-library/react';
+import { t } from 'i18next';
+import React from 'react';
+import { MOCK_WORKFLOW_ARRAY_FIELD_TEMPLATE } from '../../../../../mocks/Templates.mock';
+import WorkflowArrayFieldTemplate from './WorkflowArrayFieldTemplate';
+
+const mockOnFocus = jest.fn();
+const mockOnBlur = jest.fn();
+const mockOnChange = jest.fn();
+
+const mockBaseProps = {
+  onFocus: mockOnFocus,
+  onBlur: mockOnBlur,
+  onChange: mockOnChange,
+  registry: {} as Registry,
+};
+
+const mockWorkflowArrayFieldTemplateProps: FieldProps = {
+  ...mockBaseProps,
+  ...MOCK_WORKFLOW_ARRAY_FIELD_TEMPLATE,
+};
+
+describe('Test WorkflowArrayFieldTemplate Component', () => {
+  it('Should render workflow array field component', async () => {
+    render(
+      <WorkflowArrayFieldTemplate {...mockWorkflowArrayFieldTemplateProps} />
+    );
+
+    const arrayField = screen.getByTestId('workflow-array-field-template');
+
+    expect(arrayField).toBeInTheDocument();
+  });
+
+  it('Should display field title when uniqueItems is not true', () => {
+    render(
+      <WorkflowArrayFieldTemplate {...mockWorkflowArrayFieldTemplateProps} />
+    );
+
+    expect(
+      screen.getByText('Workflow Array Field Template')
+    ).toBeInTheDocument();
+  });
+
+  it('Should not display field title when uniqueItems is true', () => {
+    render(
+      <WorkflowArrayFieldTemplate
+        {...mockWorkflowArrayFieldTemplateProps}
+        schema={{
+          ...mockWorkflowArrayFieldTemplateProps.schema,
+          uniqueItems: true,
+        }}
+      />
+    );
+
+    expect(
+      screen.queryByText('Workflow Array Field Template')
+    ).not.toBeInTheDocument();
+  });
+
+  it('Should call handleFocus with correct id when focused', () => {
+    render(
+      <WorkflowArrayFieldTemplate
+        {...mockWorkflowArrayFieldTemplateProps}
+        formContext={{ handleFocus: mockOnFocus }}
+      />
+    );
+
+    fireEvent.focus(screen.getByTestId('workflow-array-field-template'));
+
+    expect(mockOnFocus).toHaveBeenCalledWith(
+      'root/workflow-array-field-template'
+    );
+  });
+
+  it('Should call handleBlur with correct id and value when blurred', () => {
+    render(
+      <WorkflowArrayFieldTemplate
+        {...mockWorkflowArrayFieldTemplateProps}
+        formContext={{ handleBlur: mockOnBlur }}
+      />
+    );
+
+    fireEvent.blur(screen.getByTestId('workflow-array-field-template'));
+
+    expect(mockOnBlur).toHaveBeenCalledWith(
+      'root/workflow-array-field-template',
+      mockWorkflowArrayFieldTemplateProps.formData
+    );
+  });
+
+  it('Should be disabled when disabled prop is true', () => {
+    render(
+      <WorkflowArrayFieldTemplate
+        {...mockWorkflowArrayFieldTemplateProps}
+        disabled
+      />
+    );
+
+    const selectElement = screen.getByTestId('workflow-array-field-template');
+
+    expect(selectElement).toHaveClass('ant-select-disabled');
+  });
+
+  it('Should set the filter pattern placeholder only for relevant fields', () => {
+    render(
+      <WorkflowArrayFieldTemplate
+        {...mockWorkflowArrayFieldTemplateProps}
+        formData={[]}
+        idSchema={{ $id: 'root/schemaFilterPattern/includes' } as IdSchema}
+      />
+    );
+
+    const placeholderText = screen.getByText(
+      t('message.filter-pattern-placeholder') as string
+    );
+
+    expect(placeholderText).toBeInTheDocument();
+  });
+
+  it('Should not set filter pattern placeholder for other fields', () => {
+    render(
+      <WorkflowArrayFieldTemplate
+        {...mockWorkflowArrayFieldTemplateProps}
+        formData={[]}
+        idSchema={{ $id: 'root/spaceTypes' } as IdSchema}
+      />
+    );
+
+    const placeholderText = screen
+      .getByTestId('workflow-array-field-template')
+      .querySelector('span.ant-select-selection-placeholder');
+
+    expect(placeholderText).toHaveTextContent('');
+  });
+});

openmetadata-ui/src/main/resources/ui/src/components/common/Form/JSONSchema/JSONSchemaTemplate/WorkflowArrayFieldTemplate.tsx

@@ -10,36 +10,71 @@
  *  See the License for the specific language governing permissions and
  *  limitations under the License.
  */
+
 import { FieldProps } from '@rjsf/utils';
 import { Col, Row, Select, Typography } from 'antd';
 import { t } from 'i18next';
-import { startCase } from 'lodash';
+import { isArray, isObject, startCase } from 'lodash';
 import React from 'react';
 
 const WorkflowArrayFieldTemplate = (props: FieldProps) => {
+  const isFilterPatternField = (id: string) => {
+    return /FilterPattern/.test(id);
+  };
+
   const handleFocus = () => {
     let id = props.idSchema.$id;
 
-    if (/FilterPattern/.test(id)) {
+    if (isFilterPatternField(id)) {
       id = id.split('/').slice(0, 2).join('/');
     }
     props.formContext?.handleFocus?.(id);
   };
 
+  const generateOptions = () => {
+    if (
+      isObject(props.schema.items) &&
+      !isArray(props.schema.items) &&
+      props.schema.items.type === 'string' &&
+      isArray(props.schema.items.enum)
+    ) {
+      return (props.schema.items.enum as string[]).map((option) => ({
+        label: option,
+        value: option,
+      }));
+    }
+
+    return undefined;
+  };
+
+  const id = props.idSchema.$id;
+  const value = props.formData ?? [];
+  const placeholder = isFilterPatternField(id)
+    ? t('message.filter-pattern-placeholder')
+    : '';
+  const options = generateOptions();
+
   return (
     <Row>
       <Col span={24}>
-        <Typography>{startCase(props.name)}</Typography>
+        {/* Display field title only if uniqueItems is not true to remove duplicate title set
+         automatically due to an unknown behavior */}
+        {props.schema.uniqueItems !== true && (
+          <Typography>{startCase(props.name)}</Typography>
+        )}
       </Col>
       <Col span={24}>
         <Select
           className="m-t-xss w-full"
+          data-testid="workflow-array-field-template"
           disabled={props.disabled}
-          id={props.idSchema.$id}
-          mode="tags"
-          open={false}
-          placeholder={t('message.filter-pattern-placeholder')}
-          value={props.formData ?? []}
+          id={id}
+          mode={options ? 'multiple' : 'tags'}
+          open={options ? undefined : false}
+          options={options}
+          placeholder={placeholder}
+          value={value}
+          onBlur={() => props.onBlur(id, value)}
           onChange={(value) => props.onChange(value)}
           onFocus={handleFocus}
         />

openmetadata-ui/src/main/resources/ui/src/generated/entity/services/connections/dashboard/qlikCloudConnection.ts

@@ -33,7 +33,11 @@ export interface QlikCloudConnection {
     /**
      * Regex to exclude or include projects that matches the pattern.
      */
-    projectFilterPattern?:       FilterPattern;
+    projectFilterPattern?: FilterPattern;
+    /**
+     * Space types of Qlik Cloud to filter the dashboards ingested into the platform.
+     */
+    spaceTypes?:                 SpaceType[];
     supportsMetadataExtraction?: boolean;
     /**
      * token to connect to Qlik Cloud.
@@ -67,6 +71,12 @@ export interface FilterPattern {
     includes?: string[];
 }
 
+export enum SpaceType {
+    Managed = "Managed",
+    Personal = "Personal",
+    Shared = "Shared",
+}
+
 /**
  * Service Type
  *

openmetadata-ui/src/main/resources/ui/src/mocks/Templates.mock.ts

@@ -0,0 +1,40 @@
+/*
+ *  Copyright 2025 Collate.
+ *  Licensed under the Apache License, Version 2.0 (the "License");
+ *  you may not use this file except in compliance with the License.
+ *  You may obtain a copy of the License at
+ *  http://www.apache.org/licenses/LICENSE-2.0
+ *  Unless required by applicable law or agreed to in writing, software
+ *  distributed under the License is distributed on an "AS IS" BASIS,
+ *  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ *  See the License for the specific language governing permissions and
+ *  limitations under the License.
+ */
+
+import { IdSchema } from '@rjsf/utils';
+
+export const MOCK_WORKFLOW_ARRAY_FIELD_TEMPLATE = {
+  autofocus: false,
+  disabled: false,
+  formContext: { handleFocus: undefined },
+  formData: ['test_value1', 'test_value2'],
+  hideError: undefined,
+  id: 'root/workflow-array-field-template',
+  name: 'workflowArrayFieldTemplate',
+  options: {
+    enumOptions: [],
+  },
+  placeholder: '',
+  rawErrors: undefined,
+  readonly: false,
+  required: false,
+  idSchema: {
+    $id: 'root/workflow-array-field-template',
+  } as IdSchema,
+  idSeparator: '/',
+  schema: {
+    description: 'this is array field',
+    title: 'ArrayField',
+  },
+  uiSchema: {},
+};

openmetadata-ui/src/main/resources/ui/src/utils/ServiceConnectionDetailsUtils.tsx

@@ -12,8 +12,8 @@
  */
 
 import { InfoCircleOutlined } from '@ant-design/icons';
-import { Col, Input, Row, Space, Tooltip, Typography } from 'antd';
-import { get, isEmpty, isNull, isObject, startCase } from 'lodash';
+import { Col, Input, Row, Select, Space, Tooltip, Typography } from 'antd';
+import { get, isArray, isEmpty, isNull, isObject, startCase } from 'lodash';
 import React, { ReactNode } from 'react';
 import ErrorPlaceHolder from '../components/common/ErrorWithPlaceholder/ErrorPlaceHolder';
 import { FILTER_PATTERN_BY_SERVICE_TYPE } from '../constants/ServiceConnection.constants';
@@ -52,13 +52,27 @@ const renderInputField = (
         </Space>
       </Col>
       <Col span={16}>
-        <Input
-          readOnly
-          className="w-full border-none"
-          data-testid="input-field"
-          type={format === 'password' ? 'password' : 'text'}
-          value={value}
-        />
+        {isArray(value) ? (
+          <Select
+            allowClear={false}
+            bordered={false}
+            className="w-full border-none"
+            data-testid="input-field"
+            mode="multiple"
+            open={false}
+            removeIcon={null}
+            style={{ pointerEvents: 'none' }}
+            value={value}
+          />
+        ) : (
+          <Input
+            readOnly
+            className="w-full border-none"
+            data-testid="input-field"
+            type={format === 'password' ? 'password' : 'text'}
+            value={value}
+          />
+        )}
       </Col>
     </Row>
   </Col>
@@ -280,8 +294,8 @@ export const getKeyValues = ({
         return null;
       }
 
-      // Handle non-object values
-      if (!isObject(value)) {
+      // Handle non-object and array values
+      if (!isObject(value) || isArray(value)) {
         const { description, format, title } = schemaPropertyObject[key] || {};
 
         return renderInputField(key, value, description, format, title);