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OL facets - PR1 - create & feed new tables while not reading them
Signed-off-by: Pawel Leszczynski <leszczynski.pawel@gmail.com>
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/* | ||
* Copyright 2018-2022 contributors to the Marquez project | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package marquez.db; | ||
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import static marquez.db.Columns.toPgObject; | ||
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import java.time.Instant; | ||
import java.util.Arrays; | ||
import java.util.Map; | ||
import java.util.Optional; | ||
import java.util.Set; | ||
import java.util.UUID; | ||
import java.util.stream.Collectors; | ||
import lombok.NonNull; | ||
import marquez.service.models.LineageEvent; | ||
import org.jdbi.v3.sqlobject.statement.SqlUpdate; | ||
import org.jdbi.v3.sqlobject.transaction.Transaction; | ||
import org.postgresql.util.PGobject; | ||
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/** The DAO for {@code dataset} facets. */ | ||
public interface DatasetFacetsDao { | ||
/* An {@code enum} used ... */ | ||
enum Type { | ||
DATASET, | ||
INPUT, | ||
OUTPUT, | ||
UNKNOWN; | ||
} | ||
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/* An {@code enum} used to determine the dataset facet. */ | ||
enum DatasetFacet implements Facet { | ||
DOCUMENTATION(Type.DATASET, "documentation") { | ||
Optional<PGobject> toPgObject(LineageEvent.DatasetFacets facets) { | ||
return Optional.ofNullable(facets.getDocumentation()).map(this::toPgObject); | ||
} | ||
}, | ||
SCHEMA(Type.DATASET, "schema") { | ||
Optional<PGobject> toPgObject(LineageEvent.DatasetFacets facets) { | ||
return Optional.ofNullable(facets.getSchema()).map(this::toPgObject); | ||
} | ||
}, | ||
DATASOURCE(Type.DATASET, "dataSource") { | ||
Optional<PGobject> toPgObject(LineageEvent.DatasetFacets facets) { | ||
return Optional.ofNullable(facets.getDataSource()).map(this::toPgObject); | ||
} | ||
}, | ||
DESCRIPTION(Type.DATASET, "description") { | ||
Optional<PGobject> toPgObject(LineageEvent.DatasetFacets facets) { | ||
return Optional.ofNullable(facets.getDescription()).map(this::toPgObject); | ||
} | ||
}, | ||
LIFECYCLE_STATE_CHANGE(Type.DATASET, "lifecycleStateChange") { | ||
Optional<PGobject> toPgObject(LineageEvent.DatasetFacets facets) { | ||
return Optional.ofNullable(facets.getLifecycleStateChange()).map(this::toPgObject); | ||
} | ||
}, | ||
VERSION(Type.DATASET, "version"), | ||
COLUMN_LINEAGE(Type.DATASET, "columnLineage") { | ||
Optional<PGobject> toPgObject(LineageEvent.DatasetFacets facets) { | ||
return Optional.ofNullable(facets.getColumnLineage()).map(this::toPgObject); | ||
} | ||
}, | ||
OWNERSHIP(Type.DATASET, "ownership"), | ||
DATA_QUALITY_METRICS(Type.INPUT, "dataQualityMetrics"), | ||
DATA_QUALITY_ASSERTIONS(Type.INPUT, "dataQualityAssertions"), | ||
OUTPUT_STATISTICS(Type.OUTPUT, "outputStatistics"); | ||
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// whenever adding new types, please mind migration script in | ||
// marquez.db.migrations.V55_5__BackfillFacets | ||
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final Type type; | ||
final String name; | ||
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DatasetFacet(@NonNull final Type type, @NonNull final String name) { | ||
this.type = type; | ||
this.name = name; | ||
} | ||
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Type getType() { | ||
return type; | ||
} | ||
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public String getName() { | ||
return name; | ||
} | ||
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/** ... */ | ||
public static DatasetFacet fromName(@NonNull final String name) { | ||
for (final DatasetFacet facet : DatasetFacet.values()) { | ||
if (facet.getName().equalsIgnoreCase(name)) { | ||
return facet; | ||
} | ||
} | ||
return null; | ||
} | ||
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Optional<PGobject> toPgObject(LineageEvent.DatasetFacets runFacet) { | ||
return propertiesToPgObject(runFacet.getAdditionalFacets()); | ||
} | ||
} | ||
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/** | ||
* @param uuid | ||
* @param createdAt | ||
* @param datasetUuid | ||
* @param runUuid | ||
* @param lineageEventTime | ||
* @param lineageEventType | ||
* @param type | ||
* @param name | ||
* @param facet | ||
*/ | ||
@SqlUpdate( | ||
""" | ||
INSERT INTO dataset_facets ( | ||
uuid, | ||
created_at, | ||
dataset_uuid, | ||
run_uuid, | ||
lineage_event_time, | ||
lineage_event_type, | ||
type, | ||
name, | ||
facet | ||
) VALUES ( | ||
:uuid, | ||
:createdAt, | ||
:datasetUuid, | ||
:runUuid, | ||
:lineageEventTime, | ||
:lineageEventType, | ||
:type, | ||
:name, | ||
:facet | ||
) | ||
""") | ||
void insertDatasetFacet( | ||
UUID uuid, | ||
Instant createdAt, | ||
UUID datasetUuid, | ||
UUID runUuid, | ||
Instant lineageEventTime, | ||
String lineageEventType, | ||
Type type, | ||
String name, | ||
PGobject facet); | ||
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/** | ||
* @param datasetUuid | ||
* @param runUuid | ||
* @param lineageEventTime | ||
* @param lineageEventType | ||
* @param datasetFacets | ||
*/ | ||
@Transaction | ||
default void insertDatasetFacetsFor( | ||
@NonNull UUID datasetUuid, | ||
@NonNull UUID runUuid, | ||
@NonNull Instant lineageEventTime, | ||
@NonNull String lineageEventType, | ||
@NonNull LineageEvent.DatasetFacets datasetFacets) { | ||
final Instant now = Instant.now(); | ||
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// insert rows for known facets | ||
Arrays.stream(DatasetFacet.values()) | ||
.collect(Collectors.toMap(DatasetFacet::getName, facet -> facet.toPgObject(datasetFacets))) | ||
.entrySet() | ||
.stream() | ||
.filter(entry -> entry.getValue().isPresent()) | ||
.forEach( | ||
entry -> | ||
insertDatasetFacet( | ||
UUID.randomUUID(), | ||
now, | ||
datasetUuid, | ||
runUuid, | ||
lineageEventTime, | ||
lineageEventType, | ||
DatasetFacet.fromName(entry.getKey()).getType(), | ||
entry.getKey(), | ||
entry.getValue().get())); | ||
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// insert undefined facets | ||
Optional.ofNullable(datasetFacets.getAdditionalFacets()).stream() | ||
.map(Map::entrySet) | ||
.flatMap(Set::stream) | ||
.filter(entry -> Optional.ofNullable(DatasetFacet.fromName(entry.getKey())).isEmpty()) | ||
.forEach( | ||
entry -> | ||
insertDatasetFacet( | ||
UUID.randomUUID(), | ||
now, | ||
datasetUuid, | ||
runUuid, | ||
lineageEventTime, | ||
lineageEventType, | ||
Type.UNKNOWN, | ||
entry.getKey(), | ||
toPgObject(Facet.asJson(entry.getKey(), entry.getValue())))); | ||
} | ||
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record DatasetFacetRow( | ||
UUID uuid, | ||
Instant createdAt, | ||
UUID datasetUuid, | ||
UUID runUuid, | ||
Instant lineageEventTime, | ||
String lineageEventType, | ||
DatasetFacetsDao.Type type, | ||
String name, | ||
PGobject facet) {} | ||
} |
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/* | ||
* Copyright 2018-2022 contributors to the Marquez project | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
package marquez.db; | ||
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import com.fasterxml.jackson.databind.node.ObjectNode; | ||
import java.util.Map; | ||
import java.util.Optional; | ||
import lombok.NonNull; | ||
import marquez.common.Utils; | ||
import org.postgresql.util.PGobject; | ||
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public interface Facet { | ||
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/** ... */ | ||
static ObjectNode asJson(@NonNull final String facetName, @NonNull Object facetValue) { | ||
final ObjectNode facetAsJson = Utils.getMapper().createObjectNode(); | ||
facetAsJson.putPOJO(facetName, facetValue); | ||
return facetAsJson; | ||
} | ||
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String getName(); | ||
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default Optional<PGobject> propertiesToPgObject(Map<String, Object> additionalProperties) { | ||
return Optional.ofNullable(additionalProperties) | ||
.filter(map -> map.containsKey(getName())) | ||
.map(key -> toPgObject(additionalProperties.get(getName()))); | ||
} | ||
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default PGobject toPgObject(Object o) { | ||
return Columns.toPgObject(Facet.asJson(getName(), o)); | ||
} | ||
} |
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