From 3c811e28a15ee1995adb700a927f2036889aeb3d Mon Sep 17 00:00:00 2001 From: Tony Ouyang Date: Fri, 27 Oct 2023 13:28:34 -0700 Subject: [PATCH] address comments --- .../src/datahub/ingestion/source/mongodb.py | 68 +- .../mongodb/mongodb_mces_golden.json | 8260 ++++++++--------- 2 files changed, 4132 insertions(+), 4196 deletions(-) diff --git a/metadata-ingestion/src/datahub/ingestion/source/mongodb.py b/metadata-ingestion/src/datahub/ingestion/source/mongodb.py index fb187bbefe737..ce2b9ce2981e0 100644 --- a/metadata-ingestion/src/datahub/ingestion/source/mongodb.py +++ b/metadata-ingestion/src/datahub/ingestion/source/mongodb.py @@ -11,11 +11,13 @@ from pymongo.mongo_client import MongoClient from datahub.configuration.common import AllowDenyPattern -from datahub.configuration.source_common import DatasetSourceConfigMixin +from datahub.configuration.source_common import ( + EnvConfigMixin, + PlatformInstanceConfigMixin, +) from datahub.emitter.mce_builder import ( make_data_platform_urn, make_dataplatform_instance_urn, - make_dataset_urn, make_dataset_urn_with_platform_instance, ) from datahub.emitter.mcp import MetadataChangeProposalWrapper @@ -72,7 +74,9 @@ DENY_DATABASE_LIST = set(["admin", "config", "local"]) -class MongoDBConfig(PlatformInstanceConfigMixin, EnvConfigMixin, StatefulIngestionConfigBase): +class MongoDBConfig( + PlatformInstanceConfigMixin, EnvConfigMixin, StatefulIngestionConfigBase +): # See the MongoDB authentication docs for details and examples. # https://pymongo.readthedocs.io/en/stable/examples/authentication.html connect_uri: str = Field( @@ -103,10 +107,6 @@ class MongoDBConfig(PlatformInstanceConfigMixin, EnvConfigMixin, StatefulIngesti # mongodb only supports 16MB as max size for documents. However, if we try to retrieve a larger document it # errors out with "16793600" as the maximum size supported. maxDocumentSize: Optional[PositiveInt] = Field(default=16793600, description="") - ingest_data_platform_instance_aspect: Optional[bool] = Field( - default=False, - description="Option to enable/disable ingestion of the data platform instance aspect and if platform instance is included in a dataset's urn.", - ) database_pattern: AllowDenyPattern = Field( default=AllowDenyPattern.allow_all(), @@ -224,11 +224,8 @@ def construct_schema_pymongo( @platform_name("MongoDB") @config_class(MongoDBConfig) @support_status(SupportStatus.CERTIFIED) +@capability(SourceCapability.PLATFORM_INSTANCE, "Enabled by default") @capability(SourceCapability.SCHEMA_METADATA, "Enabled by default") -@capability( - SourceCapability.PLATFORM_INSTANCE, - "Disabled by default", -) @dataclass class MongoDBSource(StatefulIngestionSourceBase): """ @@ -337,8 +334,6 @@ def get_workunits_internal(self) -> Iterable[MetadataWorkUnit]: platform = "mongodb" database_names: List[str] = self.mongo_client.list_database_names() - # Only ingest the DPI aspect if the flag ingest_data_platform_instance_aspect is true - data_platform_instance = self._create_data_platform_instance_aspect(platform) # traverse databases in sorted order so output is consistent for database_name in sorted(database_names): @@ -359,7 +354,20 @@ def get_workunits_internal(self) -> Iterable[MetadataWorkUnit]: self.report.report_dropped(dataset_name) continue - dataset_urn = self._create_dataset_urn(platform, dataset_name) + dataset_urn = make_dataset_urn_with_platform_instance( + platform=platform, + name=dataset_name, + env=self.config.env, + platform_instance=self.config.platform_instance, + ) + + if self.config.platform_instance: + data_platform_instance = DataPlatformInstanceClass( + platform=make_data_platform_urn(platform), + instance=make_dataplatform_instance_urn( + platform, self.config.platform_instance + ), + ) dataset_properties = DatasetPropertiesClass( tags=[], @@ -473,35 +481,3 @@ def get_report(self) -> MongoDBSourceReport: def close(self): self.mongo_client.close() super().close() - - def _create_dataset_urn(self, platform: str, dataset_name: str) -> str: - if ( - self.config.ingest_data_platform_instance_aspect - and self.config.platform_instance - ): - dataset_urn = make_dataset_urn_with_platform_instance( - platform=platform, - platform_instance=self.config.platform_instance, - name=dataset_name, - ) - else: - dataset_urn = make_dataset_urn( - platform=platform, - name=dataset_name, - ) - return dataset_urn - - def _create_data_platform_instance_aspect( - self, platform: str - ) -> Optional[DataPlatformInstanceClass]: - if ( - self.config.ingest_data_platform_instance_aspect - and self.config.platform_instance - ): - return DataPlatformInstanceClass( - platform=make_data_platform_urn(platform), - instance=make_dataplatform_instance_urn( - platform, self.config.platform_instance - ), - ) - return None diff --git a/metadata-ingestion/tests/integration/mongodb/mongodb_mces_golden.json b/metadata-ingestion/tests/integration/mongodb/mongodb_mces_golden.json index 3ac558c6bd805..e16101b137ac9 100644 --- a/metadata-ingestion/tests/integration/mongodb/mongodb_mces_golden.json +++ b/metadata-ingestion/tests/integration/mongodb/mongodb_mces_golden.json @@ -1,4177 +1,4141 @@ [ { - "entityType": "dataset", - "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mongodb,mngdb.emptyCollection,PROD)", - "changeType": "UPSERT", - "aspectName": "schemaMetadata", - "aspect": { - "json": { - "schemaName": "emptyCollection", - "platform": "urn:li:dataPlatform:mongodb", - "version": 0, - "created": { - "time": 0, - "actor": "urn:li:corpuser:unknown" - }, - "lastModified": { - "time": 0, - "actor": "urn:li:corpuser:unknown" - }, - "hash": "", - "platformSchema": { - "com.linkedin.schema.Schemaless": {} - }, - "fields": [] - } - }, - "systemMetadata": { - "lastObserved": 1615443388097, - "runId": "mongodb-test", - "lastRunId": "no-run-id-provided" - } -}, -{ - "entityType": "dataset", - "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mongodb,mngdb.emptyCollection,PROD)", - "changeType": "UPSERT", - "aspectName": "datasetProperties", - "aspect": { - "json": { - "customProperties": {}, - "tags": [] - } - }, - "systemMetadata": { - "lastObserved": 1615443388097, - "runId": "mongodb-test", - "lastRunId": "no-run-id-provided" - } -}, -{ - "entityType": "dataset", - "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mongodb,mngdb.firstCollection,PROD)", - "changeType": "UPSERT", - "aspectName": "schemaMetadata", - "aspect": { - "json": { - "schemaName": "firstCollection", - "platform": "urn:li:dataPlatform:mongodb", - "version": 0, - "created": { - "time": 0, - "actor": "urn:li:corpuser:unknown" - }, - "lastModified": { - "time": 0, - "actor": "urn:li:corpuser:unknown" - }, - "hash": "", - "platformSchema": { - "com.linkedin.schema.Schemaless": {} - }, - "fields": [ - { - "fieldPath": "_id", - "nullable": false, - "type": { - "type": { - "com.linkedin.schema.BytesType": {} - } - }, - "nativeDataType": "oid", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "age", - "nullable": false, - "type": { - "type": { - "com.linkedin.schema.NumberType": {} - } - }, - "nativeDataType": "float", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "canSwim", - "nullable": false, - "type": { - "type": { - "com.linkedin.schema.BooleanType": {} - } - }, - "nativeDataType": "boolean", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "emptyObject", - "nullable": true, - "type": { - "type": { - "com.linkedin.schema.RecordType": {} - } - }, - "nativeDataType": "OBJECT", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "favoriteColor", - "nullable": true, - "type": { - "type": { - "com.linkedin.schema.StringType": {} - } - }, - "nativeDataType": "string", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "favoriteFood", - "nullable": false, - "type": { - "type": { - "com.linkedin.schema.RecordType": {} - } - }, - "nativeDataType": "OBJECT", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "favoriteFood.calories", - "nullable": true, - "type": { - "type": { - "com.linkedin.schema.NumberType": {} - } - }, - "nativeDataType": "integer", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "favoriteFood.emptyObject", - "nullable": true, - "type": { - "type": { - "com.linkedin.schema.RecordType": {} - } - }, - "nativeDataType": "OBJECT", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "favoriteFood.ingredients", - "nullable": false, - "type": { - "type": { - "com.linkedin.schema.ArrayType": {} - } - }, - "nativeDataType": "ARRAY", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "favoriteFood.ingredients.color", - "nullable": true, - "type": { - "type": { - "com.linkedin.schema.StringType": {} - } - }, - "nativeDataType": "string", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "favoriteFood.ingredients.from", - "nullable": true, - "type": { - "type": { - "com.linkedin.schema.StringType": {} - } - }, - "nativeDataType": "string", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "favoriteFood.ingredients.name", - "nullable": true, - "type": { - "type": { - "com.linkedin.schema.StringType": {} - } - }, - "nativeDataType": "string", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "favoriteFood.name", - "nullable": false, - "type": { - "type": { - "com.linkedin.schema.StringType": {} - } - }, - "nativeDataType": "string", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "favoriteFood.servings", - "nullable": true, - "type": { - "type": { - "com.linkedin.schema.NumberType": {} - } - }, - "nativeDataType": "float", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "legs", - "nullable": false, - "type": { - "type": { - "com.linkedin.schema.NumberType": {} - } - }, - "nativeDataType": "integer", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "mixedType", - "nullable": false, - "type": { - "type": { - "com.linkedin.schema.UnionType": {} - } - }, - "nativeDataType": "mixed", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "name", - "nullable": false, - "type": { - "type": { - "com.linkedin.schema.StringType": {} - } - }, - "nativeDataType": "string", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "seen", - "nullable": false, - "type": { - "type": { - "com.linkedin.schema.NumberType": {} - } - }, - "nativeDataType": "float", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": "servings", - "nullable": true, - "type": { - "type": { - "com.linkedin.schema.NumberType": {} - } - }, - "nativeDataType": "integer", - "recursive": false, - "isPartOfKey": false - }, - { - "fieldPath": 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"com.linkedin.pegasus2avro.schema.SchemaMetadata": { + "schemaName": "secondCollection", + "platform": "urn:li:dataPlatform:mongodb", + "version": 0, + "created": { + "time": 0, + "actor": "urn:li:corpuser:unknown" + }, + "lastModified": { + "time": 0, + "actor": "urn:li:corpuser:unknown" + }, + "hash": "", + "platformSchema": { + "com.linkedin.pegasus2avro.schema.Schemaless": {} + }, + "fields": [ + { + "fieldPath": "_id", + "nullable": false, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.BytesType": {} + } + }, + "nativeDataType": "oid", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "mixedType", + "nullable": false, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.UnionType": {} + } + }, + "nativeDataType": "mixed", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "mixedType.fieldA", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "string", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "mixedType.fieldTwo", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "integer", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "name", + "nullable": false, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "string", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "nullableMixedType", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.UnionType": {} + } + }, + "nativeDataType": "mixed", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "rating", + "nullable": false, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "float", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "tasty", + "nullable": false, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.BooleanType": {} + } + }, + "nativeDataType": "boolean", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "varieties", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.ArrayType": {} + } + }, + "nativeDataType": "ARRAY", + "recursive": false, + "isPartOfKey": false + } + ] + } + } + ] } }, "systemMetadata": { "lastObserved": 1615443388097, - "runId": "mongodb-test", - "lastRunId": "no-run-id-provided" + "runId": "mongodb-test" } }, { "entityType": "dataset", - "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mongodb,mngdb.emptyCollection,PROD)", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mongodb,instance.mngdb.emptyCollection,PROD)", "changeType": "UPSERT", "aspectName": "status", "aspect": { @@ -4181,13 +4145,12 @@ }, "systemMetadata": { "lastObserved": 1615443388097, - "runId": "mongodb-test", - "lastRunId": "no-run-id-provided" + "runId": "mongodb-test" } }, { "entityType": "dataset", - "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mongodb,mngdb.firstCollection,PROD)", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mongodb,instance.mngdb.firstCollection,PROD)", "changeType": "UPSERT", "aspectName": "status", "aspect": { @@ -4197,13 +4160,12 @@ }, "systemMetadata": { "lastObserved": 1615443388097, - "runId": "mongodb-test", - "lastRunId": "no-run-id-provided" + "runId": "mongodb-test" } }, { "entityType": "dataset", - "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mongodb,mngdb.largeCollection,PROD)", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mongodb,instance.mngdb.largeCollection,PROD)", "changeType": "UPSERT", "aspectName": "status", "aspect": { @@ -4213,13 +4175,12 @@ }, "systemMetadata": { "lastObserved": 1615443388097, - "runId": "mongodb-test", - "lastRunId": "no-run-id-provided" + "runId": "mongodb-test" } }, { "entityType": "dataset", - "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mongodb,mngdb.secondCollection,PROD)", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mongodb,instance.mngdb.secondCollection,PROD)", "changeType": "UPSERT", "aspectName": "status", "aspect": { @@ -4229,8 +4190,7 @@ }, "systemMetadata": { "lastObserved": 1615443388097, - "runId": "mongodb-test", - "lastRunId": "no-run-id-provided" + "runId": "mongodb-test" } } ] \ No newline at end of file