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Remove the non-required fields from manifest file (#10935)

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* remove non required manifest keys

* Added comment

* Addressed review comments
This commit is contained in:
Onkar Ravgan 2023-04-05 19:39:53 +05:30 committed by GitHub
parent 07b821844a
commit c3e28bcf56
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1 changed files with 22 additions and 1 deletions
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23
ingestion/src/metadata/ingestion/source/database/dbt/dbt_service.py
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@ -141,15 +141,36 @@ class DbtServiceSource(TopologyRunnerMixin, Source, ABC):
topology = DbtServiceTopology()
context = create_source_context(topology)
def remove_manifest_non_required_keys(self, manifest_dict: dict):
"""
Method to remove the non required keys from manifest file
"""
# To ensure smooth ingestion of data,
# we are selectively processing the metadata, nodes, and sources from the manifest file
# while trimming out any other irrelevant data that might be present.
# This step is necessary as the manifest file may not always adhere to the schema definition
# and the presence of other nodes can hinder the ingestion process from progressing any further.
# Therefore, we are only retaining the essential data for further processing.
required_manifest_keys = ["nodes", "sources", "metadata"]
manifest_dict.update(
{
key: {}
for key in manifest_dict
if key.lower() not in required_manifest_keys
}
)
def get_dbt_files(self) -> DbtFiles:
dbt_files = get_dbt_details(
self.source_config.dbtConfigSource # pylint: disable=no-member
)
self.context.dbt_files = dbt_files
yield dbt_files
def get_dbt_objects(self) -> DbtObjects:
self.remove_manifest_non_required_keys(
manifest_dict=self.context.dbt_files.dbt_manifest
)
dbt_objects = DbtObjects(
dbt_catalog=parse_catalog(self.context.dbt_files.dbt_catalog)
if self.context.dbt_files.dbt_catalog