mirror of
https://github.com/open-metadata/OpenMetadata.git
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MINOR: Added custom properties methods in python sdk (#14402)
* Added custom properties methods in python sdk * fixed tests
This commit is contained in:
parent
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@ -26,6 +26,7 @@ from metadata.generated.schema.entity.data.database import Database
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from metadata.generated.schema.entity.data.databaseSchema import DatabaseSchema
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from metadata.generated.schema.entity.data.storedProcedure import StoredProcedure
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from metadata.ingestion.api.models import Either, Entity
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from metadata.ingestion.models.custom_properties import OMetaCustomProperties
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from metadata.ingestion.models.ometa_classification import OMetaTagAndClassification
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from metadata.ingestion.models.patch_request import PatchRequest
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from metadata.ingestion.models.topology import (
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@ -387,6 +388,19 @@ class TopologyRunnerMixin(Generic[C]):
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# We'll keep the tag fqn in the context and use if required
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self.update_context(stage=stage, context=right)
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@yield_and_update_context.register
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def _(
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self,
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right: OMetaCustomProperties,
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stage: NodeStage,
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entity_request: Either[C],
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) -> Iterable[Either[Entity]]:
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"""Custom Property implementation for the context information"""
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yield entity_request
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# We'll keep the tag fqn in the context and use if required
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self.update_context(stage=stage, context=right)
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@yield_and_update_context.register
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def _(
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self,
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63
ingestion/src/metadata/ingestion/models/custom_properties.py
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63
ingestion/src/metadata/ingestion/models/custom_properties.py
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@ -0,0 +1,63 @@
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# Copyright 2021 Collate
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Custom models for custom properties
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"""
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from enum import Enum
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from typing import Optional, Type, TypeVar
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from pydantic import BaseModel
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from metadata.generated.schema.api.data.createCustomProperty import (
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CreateCustomPropertyRequest,
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)
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from metadata.generated.schema.type import basic, entityHistory
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T = TypeVar("T", bound=BaseModel)
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class CustomPropertyDataTypes(Enum):
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STRING = "string"
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INTEGER = "integer"
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MARKDOWN = "markdown"
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DATE = "date"
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DATETIME = "dateTime"
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DURATION = "duration"
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EMAIL = "email"
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NUMBER = "number"
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SQLQUERY = "sqlQuery"
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TIME = "time"
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TIMEINTERVAL = "timeInterval"
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TIMESTAMP = "timestamp"
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class OMetaCustomProperties(BaseModel):
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entity_type: Type[T]
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custom_property_type: Optional[CustomPropertyDataTypes]
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createCustomPropertyRequest: CreateCustomPropertyRequest
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class CustomPropertyType(BaseModel):
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"""
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Pydantic Model for custom properties
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"""
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id: basic.Uuid
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name: basic.EntityName
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displayName: Optional[str]
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fullyQualifiedName: Optional[basic.FullyQualifiedEntityName]
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description: Optional[basic.Markdown]
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category: Optional[str]
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nameSpace: Optional[str]
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version: Optional[entityHistory.EntityVersion]
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updatedAt: Optional[basic.Timestamp]
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updatedBy: Optional[str]
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href: Optional[basic.Href]
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@ -0,0 +1,80 @@
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# Copyright 2021 Collate
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Mixin class containing Custom Property specific methods
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To be used by OpenMetadata class
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"""
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from typing import Dict
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from metadata.generated.schema.api.data.createCustomProperty import PropertyType
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from metadata.ingestion.models.custom_properties import (
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CustomPropertyDataTypes,
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CustomPropertyType,
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OMetaCustomProperties,
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)
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from metadata.ingestion.ometa.client import REST
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from metadata.utils.constants import ENTITY_REFERENCE_TYPE_MAP
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from metadata.utils.logger import ometa_logger
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logger = ometa_logger()
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class OMetaCustomPropertyMixin:
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"""
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OpenMetadata API methods related to CustomProperty.
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To be inherited by OpenMetadata
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"""
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client: REST
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def create_or_update_custom_property(
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self, ometa_custom_property: OMetaCustomProperties
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) -> Dict:
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"""Create or update custom property. If custom property name matches an existing
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one then it will be updated.
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Args:
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ometa_custom_property (OMetaCustomProperties): custom property to be create or updated
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"""
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# Get the json schema id of the entity to be updated
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entity_type = ENTITY_REFERENCE_TYPE_MAP.get(
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ometa_custom_property.entity_type.__name__
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)
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entity_schema = self.client.get(
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f"/metadata/types/name/{entity_type}?category=field"
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)
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# Get the data type of the custom property
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if not ometa_custom_property.createCustomPropertyRequest.propertyType:
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custom_property_type = self.get_custom_property_type(
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data_type=ometa_custom_property.custom_property_type
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)
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property_type = PropertyType(id=custom_property_type.id, type="type")
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ometa_custom_property.createCustomPropertyRequest.propertyType = (
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property_type
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)
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resp = self.client.put(
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f"/metadata/types/{entity_schema.get('id')}",
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data=ometa_custom_property.createCustomPropertyRequest.json(),
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)
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return resp
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def get_custom_property_type(
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self, data_type: CustomPropertyDataTypes
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) -> CustomPropertyType:
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"""
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Get all the supported datatypes for the custom properties
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"""
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resp = self.client.get(f"/metadata/types/name/{data_type.value}?category=field")
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return CustomPropertyType(**resp)
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@ -33,6 +33,9 @@ from metadata.generated.schema.type.entityReference import EntityReference
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from metadata.ingestion.models.encoders import show_secrets_encoder
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from metadata.ingestion.ometa.auth_provider import AuthenticationProvider
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from metadata.ingestion.ometa.client import REST, APIError, ClientConfig
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from metadata.ingestion.ometa.mixins.custom_property_mixin import (
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OMetaCustomPropertyMixin,
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)
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from metadata.ingestion.ometa.mixins.dashboard_mixin import OMetaDashboardMixin
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from metadata.ingestion.ometa.mixins.data_insight_mixin import DataInsightMixin
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from metadata.ingestion.ometa.mixins.es_mixin import ESMixin
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@ -108,6 +111,7 @@ class OpenMetadata(
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OMetaQueryMixin,
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OMetaRolePolicyMixin,
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OMetaSearchIndexMixin,
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OMetaCustomPropertyMixin,
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Generic[T, C],
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):
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"""
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@ -51,6 +51,7 @@ from metadata.generated.schema.tests.testSuite import TestSuite
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from metadata.generated.schema.type.schema import Topic
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from metadata.ingestion.api.models import Either, Entity, StackTraceError
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from metadata.ingestion.api.steps import Sink
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from metadata.ingestion.models.custom_properties import OMetaCustomProperties
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from metadata.ingestion.models.data_insight import OMetaDataInsightSample
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from metadata.ingestion.models.delete_entity import DeleteEntity
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from metadata.ingestion.models.life_cycle import OMetaLifeCycleData
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@ -172,6 +173,14 @@ class MetadataRestSink(Sink): # pylint: disable=too-many-public-methods
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)
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return Either(right=entity)
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@_run_dispatch.register
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def write_custom_properties(self, record: OMetaCustomProperties) -> Either[Dict]:
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"""
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Create or update the custom properties
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"""
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custom_property = self.metadata.create_or_update_custom_property(record)
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return Either(right=custom_property)
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@_run_dispatch.register
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def write_datamodel(self, datamodel_link: DataModelLink) -> Either[DataModel]:
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"""
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@ -40,8 +40,8 @@ logger = ingestion_logger()
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def get_ometa_tag_and_classification(
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tags: List[str],
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classification_name: str,
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tag_description: Optional[str],
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classification_description: Optional[str],
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tag_description: Optional[str] = None,
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classification_description: Optional[str] = None,
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include_tags: bool = True,
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tag_fqn: Optional[FullyQualifiedEntityName] = None,
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) -> Iterable[Either[OMetaTagAndClassification]]:
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@ -0,0 +1,227 @@
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# Copyright 2021 Collate
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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OpenMetadata high-level API Custom Properties Test
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"""
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from typing import Dict
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from unittest import TestCase
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from metadata.generated.schema.api.data.createCustomProperty import (
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CreateCustomPropertyRequest,
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)
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from metadata.generated.schema.api.data.createDatabase import CreateDatabaseRequest
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from metadata.generated.schema.api.data.createDatabaseSchema import (
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CreateDatabaseSchemaRequest,
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)
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from metadata.generated.schema.api.data.createTable import CreateTableRequest
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from metadata.generated.schema.api.services.createDatabaseService import (
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CreateDatabaseServiceRequest,
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)
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from metadata.generated.schema.entity.data.databaseSchema import DatabaseSchema
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from metadata.generated.schema.entity.data.table import Column, DataType, Table
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from metadata.generated.schema.entity.services.connections.database.common.basicAuth import (
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BasicAuth,
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)
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from metadata.generated.schema.entity.services.connections.database.mysqlConnection import (
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MysqlConnection,
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)
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from metadata.generated.schema.entity.services.connections.metadata.openMetadataConnection import (
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OpenMetadataConnection,
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)
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from metadata.generated.schema.entity.services.databaseService import (
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DatabaseConnection,
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DatabaseService,
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DatabaseServiceType,
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)
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from metadata.generated.schema.security.client.openMetadataJWTClientConfig import (
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OpenMetadataJWTClientConfig,
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)
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from metadata.generated.schema.type.basic import EntityExtension
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from metadata.ingestion.models.custom_properties import (
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CustomPropertyDataTypes,
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OMetaCustomProperties,
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)
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from metadata.ingestion.ometa.ometa_api import OpenMetadata
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class OMetaCustomAttributeTest(TestCase):
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"""
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Run this integration test with the local API available
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Install the ingestion package before running the tests
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"""
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service_entity_id = None
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server_config = OpenMetadataConnection(
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hostPort="http://localhost:8585/api",
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authProvider="openmetadata",
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securityConfig=OpenMetadataJWTClientConfig(
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jwtToken="eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
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),
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)
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metadata = OpenMetadata(server_config)
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assert metadata.health_check()
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service = CreateDatabaseServiceRequest(
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name="test-service-custom-properties",
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serviceType=DatabaseServiceType.Mysql,
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connection=DatabaseConnection(
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config=MysqlConnection(
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username="username",
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authType=BasicAuth(
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password="password",
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),
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hostPort="http://localhost:1234",
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)
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),
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)
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service_type = "databaseService"
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def create_table(self, name: str, extensions: Dict) -> Table:
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create = CreateTableRequest(
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name=name,
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databaseSchema=self.create_schema_entity.fullyQualifiedName,
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columns=[Column(name="id", dataType=DataType.BIGINT)],
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extension=EntityExtension(__root__=extensions),
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)
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return self.metadata.create_or_update(create)
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@classmethod
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def setUpClass(cls) -> None:
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"""
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Prepare ingredients
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"""
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cls.service_entity = cls.metadata.create_or_update(data=cls.service)
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create_db = CreateDatabaseRequest(
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name="test-db",
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service=cls.service_entity.fullyQualifiedName,
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)
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cls.create_db_entity = cls.metadata.create_or_update(data=create_db)
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create_schema = CreateDatabaseSchemaRequest(
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name="test-schema",
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database=cls.create_db_entity.fullyQualifiedName,
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)
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cls.create_schema_entity = cls.metadata.create_or_update(data=create_schema)
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@classmethod
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def tearDownClass(cls) -> None:
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"""
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Clean up
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"""
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service_id = str(
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cls.metadata.get_by_name(
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entity=DatabaseService, fqn="test-service-custom-properties"
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).id.__root__
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)
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cls.metadata.delete(
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entity=DatabaseService,
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entity_id=service_id,
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recursive=True,
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hard_delete=True,
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)
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def create_custom_property(self):
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"""
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Test to create the custom property
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"""
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# Create the table size property
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ometa_custom_property_request = OMetaCustomProperties(
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entity_type=Table,
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custom_property_type=CustomPropertyDataTypes.STRING,
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createCustomPropertyRequest=CreateCustomPropertyRequest(
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name="TableSize", description="Size of the Table"
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),
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)
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self.metadata.create_or_update_custom_property(
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ometa_custom_property=ometa_custom_property_request
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)
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# Create the DataQuality property for a table
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ometa_custom_property_request = OMetaCustomProperties(
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entity_type=Table,
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custom_property_type=CustomPropertyDataTypes.MARKDOWN,
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createCustomPropertyRequest=CreateCustomPropertyRequest(
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name="DataQuality", description="Quality Details of a Table"
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),
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)
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self.metadata.create_or_update_custom_property(
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ometa_custom_property=ometa_custom_property_request
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)
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# Create the SchemaCost property for database schema
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ometa_custom_property_request = OMetaCustomProperties(
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entity_type=DatabaseSchema,
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custom_property_type=CustomPropertyDataTypes.INTEGER,
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createCustomPropertyRequest=CreateCustomPropertyRequest(
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name="SchemaAge", description="Age in years of a Schema"
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),
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)
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self.metadata.create_or_update_custom_property(
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ometa_custom_property=ometa_custom_property_request
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)
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def test_add_custom_property_table(self):
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"""
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Test to add the extension/custom property to the table
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"""
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# create the custom properties
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self.create_custom_property()
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extensions = {
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"DataQuality": '<div><p><b>Last evaluation:</b> 07/24/2023<br><b>Interval: </b>30 days <br><b>Next run:</b> 08/23/2023, 10:44:21<br><b>Measurement unit:</b> percent [%]</p><br><table><tbody><tr><th>Metric</th><th>Target</th><th>Latest result</th></tr><tr><td><p class="text-success">Completeness</p></td><td>90%</td><td><div class="bar fabric" style="width: 93%;"><strong>93%</strong></div></td></tr><tr><td><p class="text-success">Integrity</p></td><td>90%</td><td><div class="bar fabric" style="width: 100%;"><strong>100%</strong></div></td></tr><tr><td><p class="text-warning">Timeliness</p></td><td>90%</td><td><div class="bar fabric" style="width: 56%;"><strong>56%</strong></div></td></tr><tr><td><p class="text-success">Uniqueness</p></td><td>90%</td><td><div class="bar fabric" style="width: 100%;"><strong>100%</strong></div></td></tr><tr><td><p class="text-success">Validity</p></td><td>90%</td><td><div class="bar fabric" style="width: 100%;"><strong>100%</strong></div></td></tr></tbody></table><h3>Overall score of the table is: 89%</h3><hr style="border-width: 5px;"></div>',
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"TableSize": "250 MB",
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}
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self.create_table(name="test_custom_properties", extensions=extensions)
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res = self.metadata.get_by_name(
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entity=Table,
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fqn="test-service-custom-properties.test-db.test-schema.test_custom_properties",
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fields=["*"],
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)
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self.assertEqual(
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res.extension.__root__["DataQuality"], extensions["DataQuality"]
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)
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self.assertEqual(res.extension.__root__["TableSize"], extensions["TableSize"])
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def test_add_custom_property_schema(self):
|
||||
"""
|
||||
Test to add the extension/custom property to the schema
|
||||
"""
|
||||
|
||||
# create the custom properties
|
||||
self.create_custom_property()
|
||||
|
||||
extensions = {"SchemaAge": 3}
|
||||
|
||||
create_schema = CreateDatabaseSchemaRequest(
|
||||
name="test-schema-custom-property",
|
||||
database=self.create_db_entity.fullyQualifiedName,
|
||||
extension=EntityExtension(__root__=extensions),
|
||||
)
|
||||
self.metadata.create_or_update(data=create_schema)
|
||||
|
||||
res = self.metadata.get_by_name(
|
||||
entity=DatabaseSchema,
|
||||
fqn="test-service-custom-properties.test-db.test-schema-custom-property",
|
||||
fields=["*"],
|
||||
)
|
||||
self.assertEqual(res.extension.__root__["SchemaAge"], extensions["SchemaAge"])
|
||||
@ -17,6 +17,7 @@ import static org.openmetadata.service.util.EntityUtil.objectMatch;
|
||||
import java.util.UUID;
|
||||
import lombok.Getter;
|
||||
import org.jdbi.v3.sqlobject.transaction.Transaction;
|
||||
import org.openmetadata.common.utils.CommonUtil;
|
||||
import org.openmetadata.schema.ServiceConnectionEntityInterface;
|
||||
import org.openmetadata.schema.ServiceEntityInterface;
|
||||
import org.openmetadata.schema.entity.services.ServiceType;
|
||||
@ -120,20 +121,22 @@ public abstract class ServiceEntityRepository<
|
||||
private void updateConnection() {
|
||||
ServiceConnectionEntityInterface origConn = original.getConnection();
|
||||
ServiceConnectionEntityInterface updatedConn = updated.getConnection();
|
||||
String origJson = JsonUtils.pojoToJson(origConn);
|
||||
String updatedJson = JsonUtils.pojoToJson(updatedConn);
|
||||
S decryptedOrigConn = JsonUtils.readValue(origJson, serviceConnectionClass);
|
||||
S decryptedUpdatedConn = JsonUtils.readValue(updatedJson, serviceConnectionClass);
|
||||
SecretsManager secretsManager = SecretsManagerFactory.getSecretsManager();
|
||||
decryptedOrigConn.setConfig(
|
||||
secretsManager.decryptServiceConnectionConfig(
|
||||
decryptedOrigConn.getConfig(), original.getServiceType().value(), serviceType));
|
||||
decryptedUpdatedConn.setConfig(
|
||||
secretsManager.decryptServiceConnectionConfig(
|
||||
decryptedUpdatedConn.getConfig(), updated.getServiceType().value(), serviceType));
|
||||
if (!objectMatch.test(decryptedOrigConn, decryptedUpdatedConn)) {
|
||||
// we don't want save connection config details in our database
|
||||
recordChange("connection", "old-encrypted-value", "new-encrypted-value", true);
|
||||
if (!CommonUtil.nullOrEmpty(origConn) && !CommonUtil.nullOrEmpty(updatedConn)) {
|
||||
String origJson = JsonUtils.pojoToJson(origConn);
|
||||
String updatedJson = JsonUtils.pojoToJson(updatedConn);
|
||||
S decryptedOrigConn = JsonUtils.readValue(origJson, serviceConnectionClass);
|
||||
S decryptedUpdatedConn = JsonUtils.readValue(updatedJson, serviceConnectionClass);
|
||||
SecretsManager secretsManager = SecretsManagerFactory.getSecretsManager();
|
||||
decryptedOrigConn.setConfig(
|
||||
secretsManager.decryptServiceConnectionConfig(
|
||||
decryptedOrigConn.getConfig(), original.getServiceType().value(), serviceType));
|
||||
decryptedUpdatedConn.setConfig(
|
||||
secretsManager.decryptServiceConnectionConfig(
|
||||
decryptedUpdatedConn.getConfig(), updated.getServiceType().value(), serviceType));
|
||||
if (!objectMatch.test(decryptedOrigConn, decryptedUpdatedConn)) {
|
||||
// we don't want save connection config details in our database
|
||||
recordChange("connection", "old-encrypted-value", "new-encrypted-value", true);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@ -0,0 +1,40 @@
|
||||
{
|
||||
"$id": "https://open-metadata.org/schema/api/data/createCustomProperty.json",
|
||||
"$schema": "http://json-schema.org/draft-07/schema#",
|
||||
"title": "CreateCustomPropertyRequest",
|
||||
"description": "Create Custom Property Model entity request",
|
||||
"type": "object",
|
||||
"definitions": {
|
||||
"propertyType": {
|
||||
"description": "Property Type",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"type": {
|
||||
"description": "Property type",
|
||||
"type": "string",
|
||||
"default": "type"
|
||||
},
|
||||
"id": {
|
||||
"description": "Unique identifier of this instance.",
|
||||
"$ref": "../../type/basic.json#/definitions/uuid"
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"properties": {
|
||||
"name": {
|
||||
"description": "Name that identifies this Custom Property model.",
|
||||
"$ref": "../../entity/data/container.json#/definitions/entityName"
|
||||
},
|
||||
"description": {
|
||||
"description": "Description of the Container instance.",
|
||||
"$ref": "../../type/basic.json#/definitions/markdown"
|
||||
},
|
||||
"propertyType": {
|
||||
"description": "Property Type",
|
||||
"$ref": "#/definitions/propertyType"
|
||||
}
|
||||
},
|
||||
"required": ["name"],
|
||||
"additionalProperties": false
|
||||
}
|
||||
Loading…
x
Reference in New Issue
Block a user