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88 changes: 88 additions & 0 deletions
88
metadata-ingestion/src/datahub/ingestion/transformer/pattern_cleanup_ownership.py
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Original file line number | Diff line number | Diff line change |
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import re | ||
from typing import List, Optional, Set, cast | ||
|
||
import datahub.emitter.mce_builder as builder | ||
from datahub.configuration.common import ConfigModel | ||
from datahub.ingestion.api.common import PipelineContext | ||
from datahub.ingestion.transformer.dataset_transformer import ( | ||
DatasetOwnershipTransformer, | ||
) | ||
from datahub.metadata.schema_classes import ( | ||
OwnerClass, | ||
OwnershipClass, | ||
OwnershipTypeClass, | ||
) | ||
|
||
_USER_URN_PREFIX: str = "urn:li:corpuser:" | ||
|
||
|
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class PatternCleanUpOwnershipConfig(ConfigModel): | ||
pattern_for_cleanup: List[str] | ||
|
||
|
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class PatternCleanUpOwnership(DatasetOwnershipTransformer): | ||
"""Transformer that clean the ownership URN.""" | ||
|
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ctx: PipelineContext | ||
config: PatternCleanUpOwnershipConfig | ||
|
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def __init__(self, config: PatternCleanUpOwnershipConfig, ctx: PipelineContext): | ||
super().__init__() | ||
self.ctx = ctx | ||
self.config = config | ||
|
||
@classmethod | ||
def create( | ||
cls, config_dict: dict, ctx: PipelineContext | ||
) -> "PatternCleanUpOwnership": | ||
config = PatternCleanUpOwnershipConfig.parse_obj(config_dict) | ||
return cls(config, ctx) | ||
|
||
def _get_current_owner_urns(self, entity_urn: str) -> Set[str]: | ||
if self.ctx.graph is not None: | ||
current_ownership = self.ctx.graph.get_ownership(entity_urn=entity_urn) | ||
if current_ownership is not None: | ||
current_owner_urns: Set[str] = set( | ||
[owner.owner for owner in current_ownership.owners] | ||
) | ||
return current_owner_urns | ||
else: | ||
return set() | ||
else: | ||
return set() | ||
|
||
def transform_aspect( | ||
self, entity_urn: str, aspect_name: str, aspect: Optional[builder.Aspect] | ||
) -> Optional[builder.Aspect]: | ||
# get current owner URNs from the graph | ||
current_owner_urns = self._get_current_owner_urns(entity_urn) | ||
|
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# clean all the owners based on the parameters received from config | ||
cleaned_owner_urns: List[str] = [] | ||
for owner_urn in current_owner_urns: | ||
user_id: str = owner_urn.split(_USER_URN_PREFIX)[1] | ||
for value in self.config.pattern_for_cleanup: | ||
user_id = re.sub(value, "", user_id) | ||
|
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cleaned_owner_urns.append(_USER_URN_PREFIX + user_id) | ||
|
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ownership_type, ownership_type_urn = builder.validate_ownership_type( | ||
OwnershipTypeClass.DATAOWNER | ||
) | ||
owners = [ | ||
OwnerClass( | ||
owner=owner, | ||
type=ownership_type, | ||
typeUrn=ownership_type_urn, | ||
) | ||
for owner in cleaned_owner_urns | ||
] | ||
|
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out_ownership_aspect: OwnershipClass = OwnershipClass( | ||
owners=[], | ||
lastModified=None, | ||
) | ||
|
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# generate the ownership aspect for the cleaned users | ||
out_ownership_aspect.owners.extend(owners) | ||
return cast(Optional[builder.Aspect], out_ownership_aspect) |
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