Fixes 12947: Add Support For DQ and Profiler in Databricks Unity Catalog (#14424)

ingestion/src/metadata/data_quality/interface/sqlalchemy/databricks/test_suite_interface.py

@@ -0,0 +1,29 @@
+#  Copyright 2021 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.
+
+"""
+Interfaces with database for all database engine
+supporting sqlalchemy abstraction layer
+"""
+
+
+from metadata.data_quality.interface.sqlalchemy.sqa_test_suite_interface import (
+    SQATestSuiteInterface,
+)
+
+
+class DatabricksTestSuiteInterface(SQATestSuiteInterface):
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+
+    def create_session(self):
+        super().create_session()
+        self.set_catalog(self.session)

ingestion/src/metadata/data_quality/interface/sqlalchemy/snowflake/test_suite_interface.py

@@ -0,0 +1,29 @@
+#  Copyright 2021 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.
+
+"""
+Interfaces with database for all database engine
+supporting sqlalchemy abstraction layer
+"""
+
+
+from metadata.data_quality.interface.sqlalchemy.sqa_test_suite_interface import (
+    SQATestSuiteInterface,
+)
+
+
+class SnowflakeTestSuiteInterface(SQATestSuiteInterface):
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+
+    def create_session(self):
+        super().create_session()
+        self.set_session_tag(self.session)

ingestion/src/metadata/data_quality/interface/sqlalchemy/sqa_test_suite_interface.py

@@ -58,12 +58,7 @@ class SQATestSuiteInterface(SQAInterfaceMixin, TestSuiteInterface):
         self.ometa_client = ometa_client
         self.table_entity = table_entity
         self.service_connection_config = service_connection_config
-        self.session = create_and_bind_session(
-            get_connection(self.service_connection_config)
-        )
-        self.set_session_tag(self.session)
-        self.set_catalog(self.session)
-
+        self.create_session()
         self._table = self._convert_table_to_orm_object(sqa_metadata)
 
         (
@@ -75,6 +70,11 @@ class SQATestSuiteInterface(SQAInterfaceMixin, TestSuiteInterface):
         self._sampler = self._create_sampler()
         self._runner = self._create_runner()
 
+    def create_session(self):
+        self.session = create_and_bind_session(
+            get_connection(self.service_connection_config)
+        )
+
     @property
     def sample(self) -> Union[DeclarativeMeta, AliasedClass]:
         """_summary_

ingestion/src/metadata/data_quality/interface/sqlalchemy/unity_catalog/test_suite_interface.py

@@ -0,0 +1,35 @@
+#  Copyright 2021 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.
+
+"""
+Interfaces with database for all database engine
+supporting sqlalchemy abstraction layer
+"""
+
+
+from metadata.data_quality.interface.sqlalchemy.sqa_test_suite_interface import (
+    SQATestSuiteInterface,
+)
+from metadata.ingestion.connections.session import create_and_bind_session
+from metadata.ingestion.source.database.databricks.connection import (
+    get_connection as databricks_get_connection,
+)
+
+
+class UnityCatalogTestSuiteInterface(SQATestSuiteInterface):
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+
+    def create_session(self):
+        self.session = create_and_bind_session(
+            databricks_get_connection(self.service_connection_config)
+        )
+        self.set_catalog(self.session)

ingestion/src/metadata/data_quality/interface/test_suite_interface_factory.py

@@ -17,14 +17,32 @@ from logging import Logger
 from metadata.data_quality.interface.pandas.pandas_test_suite_interface import (
     PandasTestSuiteInterface,
 )
+from metadata.data_quality.interface.sqlalchemy.databricks.test_suite_interface import (
+    DatabricksTestSuiteInterface,
+)
+from metadata.data_quality.interface.sqlalchemy.snowflake.test_suite_interface import (
+    SnowflakeTestSuiteInterface,
+)
 from metadata.data_quality.interface.sqlalchemy.sqa_test_suite_interface import (
     SQATestSuiteInterface,
 )
+from metadata.data_quality.interface.sqlalchemy.unity_catalog.test_suite_interface import (
+    UnityCatalogTestSuiteInterface,
+)
 from metadata.data_quality.interface.test_suite_interface import TestSuiteInterface
 from metadata.generated.schema.entity.data.table import Table
+from metadata.generated.schema.entity.services.connections.database.databricksConnection import (
+    DatabricksConnection,
+)
 from metadata.generated.schema.entity.services.connections.database.datalakeConnection import (
     DatalakeConnection,
 )
+from metadata.generated.schema.entity.services.connections.database.snowflakeConnection import (
+    SnowflakeConnection,
+)
+from metadata.generated.schema.entity.services.connections.database.unityCatalogConnection import (
+    UnityCatalogConnection,
+)
 from metadata.generated.schema.entity.services.databaseService import DatabaseConnection
 from metadata.ingestion.ometa.ometa_api import OpenMetadata
 from metadata.utils.logger import test_suite_logger
@@ -51,6 +69,17 @@ class TestSuiteInterfaceFactory:
         """
         self._interface_type[interface_type] = interface
 
+    def register_many(self, interface_dict):
+        """
+        Registers multiple profiler interfaces at once.
+
+        Args:
+            interface_dict: A dictionary mapping connection class names (strings) to their
+            corresponding profiler interface classes.
+        """
+        for interface_type, interface_class in interface_dict.items():
+            self.register(interface_type, interface_class)
+
     def create(
         self,
         service_connection_config: DatabaseConnection,
@@ -86,3 +115,14 @@ class TestSuiteInterfaceFactory:
 
 
 test_suite_interface_factory = TestSuiteInterfaceFactory()
+
+
+test_suite_interface = {
+    DatabaseConnection.__name__: SQATestSuiteInterface,
+    DatalakeConnection.__name__: PandasTestSuiteInterface,
+    SnowflakeConnection.__name__: SnowflakeTestSuiteInterface,
+    UnityCatalogConnection.__name__: UnityCatalogTestSuiteInterface,
+    DatabricksConnection.__name__: DatabricksTestSuiteInterface,
+}
+
+test_suite_interface_factory.register_many(test_suite_interface)

ingestion/src/metadata/mixins/sqalchemy/sqa_mixin.py

@@ -26,6 +26,9 @@ from metadata.generated.schema.entity.services.connections.database.databricksCo
 from metadata.generated.schema.entity.services.connections.database.snowflakeConnection import (
     SnowflakeType,
 )
+from metadata.generated.schema.entity.services.connections.database.unityCatalogConnection import (
+    UnityCatalogConnection,
+)
 from metadata.ingestion.source.connections import get_connection
 from metadata.ingestion.source.database.snowflake.queries import (
     SNOWFLAKE_SESSION_TAG_QUERY,
@@ -84,17 +87,21 @@ class SQAInterfaceMixin:
             )
 
     def set_catalog(self, session) -> None:
-        """Set catalog for the session. Right now only databricks requires it
+        """Set catalog for the session. Right now only databricks and unity catalog requires it
 
         Args:
             session (Session): sqa session object
         """
-        if isinstance(self.service_connection_config, DatabricksConnection):
-            bind = session.get_bind()
-            bind.execute(
-                "USE CATALOG %(catalog)s;",
-                {"catalog": self.service_connection_config.catalog},
-            ).first()
+        if not isinstance(
+            self.service_connection_config,
+            (UnityCatalogConnection, DatabricksConnection),
+        ):
+            return
+        bind = session.get_bind()
+        bind.execute(
+            "USE CATALOG %(catalog)s;",
+            {"catalog": self.service_connection_config.catalog},
+        ).first()
 
     def close(self):
         """close session"""

ingestion/src/metadata/profiler/interface/profiler_interface_factory.py

@@ -18,6 +18,9 @@ from typing import cast
 from metadata.generated.schema.entity.services.connections.database.bigQueryConnection import (
     BigQueryConnection,
 )
+from metadata.generated.schema.entity.services.connections.database.databricksConnection import (
+    DatabricksConnection,
+)
 from metadata.generated.schema.entity.services.connections.database.datalakeConnection import (
     DatalakeConnection,
 )
@@ -30,6 +33,9 @@ from metadata.generated.schema.entity.services.connections.database.snowflakeCon
 from metadata.generated.schema.entity.services.connections.database.trinoConnection import (
     TrinoConnection,
 )
+from metadata.generated.schema.entity.services.connections.database.unityCatalogConnection import (
+    UnityCatalogConnection,
+)
 from metadata.generated.schema.entity.services.databaseService import DatabaseConnection
 from metadata.profiler.interface.pandas.profiler_interface import (
     PandasProfilerInterface,
@@ -38,6 +44,9 @@ from metadata.profiler.interface.profiler_interface import ProfilerInterface
 from metadata.profiler.interface.sqlalchemy.bigquery.profiler_interface import (
     BigQueryProfilerInterface,
 )
+from metadata.profiler.interface.sqlalchemy.databricks.profiler_interface import (
+    DatabricksProfilerInterface,
+)
 from metadata.profiler.interface.sqlalchemy.profiler_interface import (
     SQAProfilerInterface,
 )
@@ -50,6 +59,9 @@ from metadata.profiler.interface.sqlalchemy.snowflake.profiler_interface import
 from metadata.profiler.interface.sqlalchemy.trino.profiler_interface import (
     TrinoProfilerInterface,
 )
+from metadata.profiler.interface.sqlalchemy.unity_catalog.profiler_interface import (
+    UnityCatalogProfilerInterface,
+)
 
 
 class ProfilerInterfaceFactory:
@@ -62,6 +74,17 @@ class ProfilerInterfaceFactory:
         """Register a new interface"""
         self._interface_type[interface_type] = interface_class
 
+    def register_many(self, interface_dict):
+        """
+        Registers multiple profiler interfaces at once.
+
+        Args:
+            interface_dict: A dictionary mapping connection class names (strings) to their
+            corresponding profiler interface classes.
+        """
+        for interface_type, interface_class in interface_dict.items():
+            self.register(interface_type, interface_class)
+
     def create(self, interface_type: str, *args, **kwargs):
         """Create interface object based on interface type"""
         interface_class = self._interface_type.get(interface_type)
@@ -72,17 +95,15 @@ class ProfilerInterfaceFactory:
 
 
 profiler_interface_factory = ProfilerInterfaceFactory()
-profiler_interface_factory.register(DatabaseConnection.__name__, SQAProfilerInterface)
-profiler_interface_factory.register(
-    BigQueryConnection.__name__, BigQueryProfilerInterface
-)
-profiler_interface_factory.register(
-    SingleStoreConnection.__name__, SingleStoreProfilerInterface
-)
-profiler_interface_factory.register(
-    DatalakeConnection.__name__, PandasProfilerInterface
-)
-profiler_interface_factory.register(
-    SnowflakeConnection.__name__, SnowflakeProfilerInterface
-)
-profiler_interface_factory.register(TrinoConnection.__name__, TrinoProfilerInterface)
+profilers = {
+    DatabaseConnection.__name__: SQAProfilerInterface,
+    BigQueryConnection.__name__: BigQueryProfilerInterface,
+    SingleStoreConnection.__name__: SingleStoreProfilerInterface,
+    DatalakeConnection.__name__: PandasProfilerInterface,
+    SnowflakeConnection.__name__: SnowflakeProfilerInterface,
+    TrinoConnection.__name__: TrinoProfilerInterface,
+    UnityCatalogConnection.__name__: UnityCatalogProfilerInterface,
+    DatabricksConnection.__name__: DatabricksProfilerInterface,
+}
+
+profiler_interface_factory.register_many(profilers)

ingestion/src/metadata/profiler/interface/sqlalchemy/databricks/profiler_interface.py

@@ -0,0 +1,26 @@
+#  Copyright 2021 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.
+
+"""
+Interfaces with database for all database engine
+supporting sqlalchemy abstraction layer
+"""
+
+
+from metadata.profiler.interface.sqlalchemy.profiler_interface import (
+    SQAProfilerInterface,
+)
+
+
+class DatabricksProfilerInterface(SQAProfilerInterface):
+    def __init__(self, service_connection_config, **kwargs):
+        super().__init__(service_connection_config=service_connection_config, **kwargs)
+        self.set_catalog(self.session)

ingestion/src/metadata/profiler/interface/sqlalchemy/profiler_interface.py

@@ -104,10 +104,11 @@ class SQAProfilerInterface(ProfilerInterface, SQAInterfaceMixin):
         )
 
         self._table = self._convert_table_to_orm_object(sqa_metadata)
+        self.create_session()
+
+    def create_session(self):
         self.session_factory = self._session_factory()
         self.session = self.session_factory()
-        self.set_session_tag(self.session)
-        self.set_catalog(self.session)
 
     @property
     def table(self):

ingestion/src/metadata/profiler/interface/sqlalchemy/snowflake/profiler_interface.py

@@ -29,6 +29,13 @@ class SnowflakeProfilerInterface(SQAProfilerInterface):
     sqlalchemy.
     """
 
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+
+    def create_session(self):
+        super().create_session()
+        self.set_session_tag(self.session)
+
     def _programming_error_static_metric(self, runner, column, exc, session, metrics):
         if exc.orig and exc.orig.errno in OVERFLOW_ERROR_CODES.get(
             session.bind.dialect.name

ingestion/src/metadata/profiler/interface/sqlalchemy/unity_catalog/profiler_interface.py

@@ -0,0 +1,33 @@
+#  Copyright 2021 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.
+
+"""
+Interfaces with database for all database engine
+supporting sqlalchemy abstraction layer
+"""
+
+
+from metadata.ingestion.source.database.databricks.connection import (
+    get_connection as databricks_get_connection,
+)
+from metadata.profiler.interface.sqlalchemy.profiler_interface import (
+    SQAProfilerInterface,
+)
+
+
+class UnityCatalogProfilerInterface(SQAProfilerInterface):
+    def __init__(self, service_connection_config, **kwargs):
+        super().__init__(service_connection_config=service_connection_config, **kwargs)
+
+    def create_session(self):
+        self.connection = databricks_get_connection(self.service_connection_config)
+        super().create_session()
+        self.set_catalog(self.session)

ingestion/tests/unit/profiler/test_profiler_interface.py

@@ -30,6 +30,28 @@ from metadata.generated.schema.entity.services.connections.connectionBasicType i
     DataStorageConfig,
     SampleDataStorageConfig,
 )
+from metadata.generated.schema.entity.services.connections.database.bigQueryConnection import (
+    BigQueryConnection,
+)
+from metadata.generated.schema.entity.services.connections.database.databricksConnection import (
+    DatabricksConnection,
+)
+from metadata.generated.schema.entity.services.connections.database.datalakeConnection import (
+    DatalakeConnection,
+)
+from metadata.generated.schema.entity.services.connections.database.singleStoreConnection import (
+    SingleStoreConnection,
+)
+from metadata.generated.schema.entity.services.connections.database.snowflakeConnection import (
+    SnowflakeConnection,
+)
+from metadata.generated.schema.entity.services.connections.database.trinoConnection import (
+    TrinoConnection,
+)
+from metadata.generated.schema.entity.services.connections.database.unityCatalogConnection import (
+    UnityCatalogConnection,
+)
+from metadata.generated.schema.entity.services.databaseService import DatabaseConnection
 from metadata.generated.schema.metadataIngestion.databaseServiceProfilerPipeline import (
     DatabaseServiceProfilerPipeline,
 )
@@ -40,7 +62,34 @@ from metadata.profiler.api.models import (
     ProfileSampleConfig,
     TableConfig,
 )
+from metadata.profiler.interface.pandas.profiler_interface import (
+    PandasProfilerInterface,
+)
 from metadata.profiler.interface.profiler_interface import ProfilerInterface
+from metadata.profiler.interface.profiler_interface_factory import (
+    ProfilerInterfaceFactory,
+)
+from metadata.profiler.interface.sqlalchemy.bigquery.profiler_interface import (
+    BigQueryProfilerInterface,
+)
+from metadata.profiler.interface.sqlalchemy.databricks.profiler_interface import (
+    DatabricksProfilerInterface,
+)
+from metadata.profiler.interface.sqlalchemy.profiler_interface import (
+    SQAProfilerInterface,
+)
+from metadata.profiler.interface.sqlalchemy.single_store.profiler_interface import (
+    SingleStoreProfilerInterface,
+)
+from metadata.profiler.interface.sqlalchemy.snowflake.profiler_interface import (
+    SnowflakeProfilerInterface,
+)
+from metadata.profiler.interface.sqlalchemy.trino.profiler_interface import (
+    TrinoProfilerInterface,
+)
+from metadata.profiler.interface.sqlalchemy.unity_catalog.profiler_interface import (
+    UnityCatalogProfilerInterface,
+)
 
 
 class ProfilerInterfaceTest(TestCase):
@@ -305,3 +354,31 @@ class ProfilerInterfaceTest(TestCase):
                 schema_config, table_fqn="demo"
             ),
         )
+
+    def test_register_many(self):
+        # Initialize factory
+        factory = ProfilerInterfaceFactory()
+
+        # Define profiles dictionary
+        profiles = {
+            DatabaseConnection.__name__: SQAProfilerInterface,
+            BigQueryConnection.__name__: BigQueryProfilerInterface,
+            SingleStoreConnection.__name__: SingleStoreProfilerInterface,
+            DatalakeConnection.__name__: PandasProfilerInterface,
+            SnowflakeConnection.__name__: SnowflakeProfilerInterface,
+            TrinoConnection.__name__: TrinoProfilerInterface,
+            UnityCatalogConnection.__name__: UnityCatalogProfilerInterface,
+            DatabricksConnection.__name__: DatabricksProfilerInterface,
+        }
+
+        # Register profiles
+        factory.register_many(profiles)
+
+        # Assert all expected interfaces are registered
+        expected_interfaces = set(profiles.keys())
+        actual_interfaces = set(factory._interface_type.keys())
+        assert expected_interfaces == actual_interfaces
+
+        # Assert profiler classes match registered interfaces
+        for interface_type, interface_class in profiles.items():
+            assert factory._interface_type[interface_type] == interface_class

ingestion/tests/unit/test_suite/test_factories.py

@@ -18,12 +18,25 @@ from pytest import mark
 from metadata.data_quality.interface.pandas.pandas_test_suite_interface import (
     PandasTestSuiteInterface,
 )
+from metadata.data_quality.interface.sqlalchemy.databricks.test_suite_interface import (
+    DatabricksTestSuiteInterface,
+)
+from metadata.data_quality.interface.sqlalchemy.snowflake.test_suite_interface import (
+    SnowflakeTestSuiteInterface,
+)
 from metadata.data_quality.interface.sqlalchemy.sqa_test_suite_interface import (
     SQATestSuiteInterface,
 )
+from metadata.data_quality.interface.sqlalchemy.unity_catalog.test_suite_interface import (
+    UnityCatalogTestSuiteInterface,
+)
 from metadata.data_quality.interface.test_suite_interface_factory import (
+    TestSuiteInterfaceFactory,
     test_suite_interface_factory,
 )
+from metadata.generated.schema.entity.services.connections.database.databricksConnection import (
+    DatabricksConnection,
+)
 from metadata.generated.schema.entity.services.connections.database.datalake.s3Config import (
     S3Config,
 )
@@ -33,6 +46,12 @@ from metadata.generated.schema.entity.services.connections.database.datalakeConn
 from metadata.generated.schema.entity.services.connections.database.mysqlConnection import (
     MysqlConnection,
 )
+from metadata.generated.schema.entity.services.connections.database.snowflakeConnection import (
+    SnowflakeConnection,
+)
+from metadata.generated.schema.entity.services.connections.database.unityCatalogConnection import (
+    UnityCatalogConnection,
+)
 from metadata.generated.schema.security.credentials.awsCredentials import AWSCredentials
 
 MYSQL_CONNECTION_CONFIG = MysqlConnection(
@@ -73,3 +92,29 @@ def test_interface_factory(
         table_entity=None,  # type: ignore
     )
     assert interface.__class__ == expected_interface
+
+
+def test_register_many():
+    # Initialize factory
+
+    factory = TestSuiteInterfaceFactory()
+
+    test_suite_interfaces = {
+        "base": SQATestSuiteInterface,
+        DatalakeConnection.__name__: PandasTestSuiteInterface,
+        SnowflakeConnection.__name__: SnowflakeTestSuiteInterface,
+        UnityCatalogConnection.__name__: UnityCatalogTestSuiteInterface,
+        DatabricksConnection.__name__: DatabricksTestSuiteInterface,
+    }
+
+    # Register profiles
+    factory.register_many(test_suite_interfaces)
+
+    # Assert all expected interfaces are registered
+    expected_interfaces = set(test_suite_interfaces.keys())
+    actual_interfaces = set(factory._interface_type.keys())
+    assert expected_interfaces == actual_interfaces
+
+    # Assert profiler classes match registered interfaces
+    for interface_type, interface_class in test_suite_interfaces.items():
+        assert factory._interface_type[interface_type] == interface_class

openmetadata-spec/src/main/resources/json/schema/entity/services/connections/database/unityCatalogConnection.json

@@ -24,7 +24,7 @@
         "title": "Service Type",
         "description": "Service Type",
         "$ref": "#/definitions/databricksType",
-        "default": "Databricks"
+        "default": "UnityCatalog"
       },
       "scheme": {
         "title": "Connection Scheme",
@@ -85,6 +85,10 @@
         "title": "Supports Metadata Extraction",
         "$ref": "../connectionBasicType.json#/definitions/supportsMetadataExtraction"
       },
+      "supportsProfiler": {
+        "title": "Supports Profiler",
+        "$ref": "../connectionBasicType.json#/definitions/supportsProfiler"
+      },
       "supportsDatabase": {
         "title": "Supports Database",
         "$ref": "../connectionBasicType.json#/definitions/supportsDatabase"

openmetadata-ui/src/main/resources/ui/src/locale/languages/en-us.json

@@ -1177,8 +1177,8 @@
   "message": {
     "access-block-time-message": "Access will be blocked for milliseconds after max failed login attapmts performed.",
     "access-to-collaborate": "Allow open access for anyone to join the team, view data, and collaborate.",
-    "action-has-been-done-but-deploy-successfully": "has been {{action}} and deployed successfully",
-    "action-has-been-done-but-failed-to-deploy": "has been {{action}}, but failed to deploy",
+    "action-has-been-done-but-deploy-successfully": " has been {{action}} and deployed successfully",
+    "action-has-been-done-but-failed-to-deploy": " has been {{action}}, but failed to deploy",
     "active-users": "Display the number of active users.",
     "add-data-asset-domain": "Start by adding a service or data asset to the {{domain}}.",
     "add-kpi-message": "Identify the Key Performance Indicators (KPI) that best reflect the health of your data assets. Review your data assets based on Description, Ownership, and Tier. Define your target metrics in absolute or percentage to track your progress. Finally, set a start and end date to achieve your data goals.",