diff --git a/CHANGELOG.md b/CHANGELOG.md index 202538fb08..8dd32846aa 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,6 +2,13 @@ ## [Unreleased](https://github.com/MarquezProject/marquez/compare/0.29.0...HEAD) +### Added + +* Split `lineage_events` table to `dataset_facets`, `run_facets`, and `job_facets` tables. [`2152`](https://github.com/MarquezProject/marquez/pull/2152) +[@wslulciuc](https://github.com/wslulciuc,), [@pawel-big-lebowski]( https://github.com/pawel-big-lebowski) + * Performance improvement with migration procedure that requires manual steps if database has more than 100K lineage events. + * Please read [here](https://github.com/MarquezProject/marquez/blob/main/api/src/main/resources/marquez/db/migration/V55__readme.md) to get more database migration details. + ## [0.29.0](https://github.com/MarquezProject/marquez/compare/0.28.0...0.29.0) - 2022-12-19 ### Added diff --git a/api/src/main/java/marquez/MarquezApp.java b/api/src/main/java/marquez/MarquezApp.java index b402acf37b..d8312a23d8 100644 --- a/api/src/main/java/marquez/MarquezApp.java +++ b/api/src/main/java/marquez/MarquezApp.java @@ -29,6 +29,7 @@ import marquez.api.filter.JobRedirectFilter; import marquez.cli.MetadataCommand; import marquez.cli.SeedCommand; +import marquez.cli.V55MigrationCommand; import marquez.common.Utils; import marquez.db.DbMigration; import marquez.logging.LoggingMdcFilter; @@ -149,6 +150,12 @@ public void registerResources( } } + @Override + protected void addDefaultCommands(Bootstrap bootstrap) { + bootstrap.addCommand(new V55MigrationCommand(this)); + super.addDefaultCommands(bootstrap); + } + private MarquezContext buildMarquezContext( MarquezConfig config, Environment env, ManagedDataSource source) { final JdbiFactory factory = new JdbiFactory(); diff --git a/api/src/main/java/marquez/cli/V55MigrationCommand.java b/api/src/main/java/marquez/cli/V55MigrationCommand.java new file mode 100644 index 0000000000..987df2d62d --- /dev/null +++ b/api/src/main/java/marquez/cli/V55MigrationCommand.java @@ -0,0 +1,90 @@ +/* + * Copyright 2018-2022 contributors to the Marquez project + * SPDX-License-Identifier: Apache-2.0 + */ + +package marquez.cli; + +import io.dropwizard.Application; +import io.dropwizard.cli.EnvironmentCommand; +import io.dropwizard.db.DataSourceFactory; +import io.dropwizard.db.ManagedDataSource; +import io.dropwizard.jdbi3.JdbiFactory; +import io.dropwizard.setup.Environment; +import javax.sql.DataSource; +import lombok.extern.slf4j.Slf4j; +import marquez.db.migrations.V55_5__BackfillFacets; +import net.sourceforge.argparse4j.inf.Namespace; +import net.sourceforge.argparse4j.inf.Subparser; +import org.jdbi.v3.core.Jdbi; +import org.jdbi.v3.jackson2.Jackson2Plugin; +import org.jdbi.v3.postgres.PostgresPlugin; +import org.jdbi.v3.sqlobject.SqlObjectPlugin; + +/** + * A command to manually run V55 database migration. This migration requires a heavy DB operation + * which can be done asynchronously (with limited API downtime) due to separate migration command. + * + *

Please refer to @link marquez/db/migration/V55__readme.md for more details. + */ +@Slf4j +public class V55MigrationCommand extends EnvironmentCommand { + + private static final String COMMAND_NAME = "v55_migrate"; + private static final String COMMAND_DESCRIPTION = + """ + A command to manually run V55 database migration. + Please refer to https://github.com/MarquezProject/marquez/blob/main/api/src/main/resources/marquez/db/migration/V55__readme.md for more details. + """; + + /** + * Creates a new environment command. + * + * @param application the application providing this command + */ + public V55MigrationCommand(Application application) { + super(application, COMMAND_NAME, COMMAND_DESCRIPTION); + } + + @Override + public void configure(Subparser subparser) { + subparser + .addArgument("--chunkSize") + .dest("chunkSize") + .type(Integer.class) + .required(false) + .setDefault(V55_5__BackfillFacets.DEFAULT_CHUNK_SIZE) + .help("amount of lineage_events rows processed in a single SQL query and transaction."); + addFileArgument(subparser); + } + + @Override + protected void run( + Environment environment, Namespace namespace, marquez.MarquezConfig configuration) + throws Exception { + log.info("Running v55 migration command"); + + final DataSourceFactory sourceFactory = configuration.getDataSourceFactory(); + final DataSource source = sourceFactory.build(environment.metrics(), "MarquezApp-source"); + + final JdbiFactory factory = new JdbiFactory(); + final Jdbi jdbi = + factory + .build( + environment, + configuration.getDataSourceFactory(), + (ManagedDataSource) source, + "postgresql-command") + .installPlugin(new SqlObjectPlugin()) + .installPlugin(new PostgresPlugin()) + .installPlugin(new Jackson2Plugin()); + + V55_5__BackfillFacets migration = new V55_5__BackfillFacets(); + migration.setTriggeredByCommand(true); + migration.setJdbi(jdbi); + migration.setChunkSize(namespace.getInt("chunkSize")); + migration.migrate(null); + + log.info("Migration finished successfully"); + } +} diff --git a/api/src/main/java/marquez/db/BaseDao.java b/api/src/main/java/marquez/db/BaseDao.java index f35357bf08..05384e5c1e 100644 --- a/api/src/main/java/marquez/db/BaseDao.java +++ b/api/src/main/java/marquez/db/BaseDao.java @@ -56,4 +56,13 @@ public interface BaseDao extends SqlObject { @CreateSqlObject ColumnLineageDao createColumnLineageDao(); + + @CreateSqlObject + DatasetFacetsDao createDatasetFacetsDao(); + + @CreateSqlObject + JobFacetsDao createJobFacetsDao(); + + @CreateSqlObject + RunFacetsDao createRunFacetsDao(); } diff --git a/api/src/main/java/marquez/db/Columns.java b/api/src/main/java/marquez/db/Columns.java index 21678a2a55..cfd125e856 100644 --- a/api/src/main/java/marquez/db/Columns.java +++ b/api/src/main/java/marquez/db/Columns.java @@ -25,6 +25,7 @@ import lombok.extern.slf4j.Slf4j; import marquez.common.Utils; import org.postgresql.util.PGInterval; +import org.postgresql.util.PGobject; @Slf4j public final class Columns { @@ -299,4 +300,17 @@ public static ImmutableMap mapOrNull(final ResultSet results, fi final String mapAsString = results.getString(column); return Utils.fromJson(mapAsString, new TypeReference<>() {}); } + + public static PGobject toPgObject(@NonNull final Object object) { + final PGobject jsonObject = new PGobject(); + jsonObject.setType("jsonb"); + final String json = Utils.toJson(object); + try { + jsonObject.setValue(json); + } catch (SQLException e) { + log.error("Error when ...", e); + return null; + } + return jsonObject; + } } diff --git a/api/src/main/java/marquez/db/DatasetDao.java b/api/src/main/java/marquez/db/DatasetDao.java index 5cc80392f9..1d1aaa2836 100644 --- a/api/src/main/java/marquez/db/DatasetDao.java +++ b/api/src/main/java/marquez/db/DatasetDao.java @@ -76,22 +76,22 @@ WITH selected_datasets AS ( FROM datasets_view d WHERE CAST((:namespaceName, :datasetName) AS DATASET_NAME) = ANY(d.dataset_symlinks) ), dataset_runs AS ( - SELECT d.uuid, d.name, d.namespace_name, dv.run_uuid, dv.lifecycle_state, event_time, event + SELECT d.uuid, d.name, d.namespace_name, dv.run_uuid, dv.lifecycle_state, lineage_event_time, facet FROM selected_datasets d - INNER JOIN dataset_versions dv ON dv.uuid = d.current_version_uuid + INNER JOIN dataset_versions AS dv ON dv.uuid = d.current_version_uuid LEFT JOIN LATERAL ( - SELECT run_uuid, event_time, event FROM lineage_events - WHERE run_uuid = dv.run_uuid - ) e ON e.run_uuid = dv.run_uuid + SELECT run_uuid, lineage_event_time, facet FROM dataset_facets_view + WHERE dataset_uuid = dv.dataset_uuid + ) df ON df.run_uuid = dv.run_uuid UNION - SELECT d.uuid, d.name, d.namespace_name, rim.run_uuid, lifecycle_state, event_time, event + SELECT d.uuid, d.name, d.namespace_name, rim.run_uuid, lifecycle_state, lineage_event_time, facet FROM selected_datasets d INNER JOIN dataset_versions dv ON dv.uuid = d.current_version_uuid LEFT JOIN runs_input_mapping rim ON dv.uuid = rim.dataset_version_uuid LEFT JOIN LATERAL ( - SELECT run_uuid, event_time, event FROM lineage_events - WHERE run_uuid = rim.run_uuid - ) e ON e.run_uuid = rim.run_uuid + SELECT dataset_uuid, run_uuid, lineage_event_time, facet FROM dataset_facets_view + WHERE dataset_uuid = dv.dataset_uuid AND run_uuid = rim.run_uuid + ) df ON df.run_uuid = rim.run_uuid ) SELECT d.*, dv.fields, dv.lifecycle_state, sv.schema_location, t.tags, facets FROM selected_datasets d @@ -104,13 +104,10 @@ SELECT ARRAY_AGG(t.name) AS tags, m.dataset_uuid GROUP BY m.dataset_uuid ) t ON t.dataset_uuid = d.uuid LEFT JOIN ( - SELECT d2.uuid AS dataset_uuid, JSONB_AGG(ds->'facets' ORDER BY event_time ASC) AS facets - FROM dataset_runs d2, - jsonb_array_elements(coalesce(d2.event -> 'inputs', '[]'::jsonb) || coalesce(d2.event -> 'outputs', '[]'::jsonb)) AS ds + SELECT d2.uuid AS dataset_uuid, JSONB_AGG(d2.facet ORDER BY d2.lineage_event_time ASC) AS facets + FROM dataset_runs AS d2 WHERE d2.run_uuid = d2.run_uuid - AND ds -> 'facets' IS NOT NULL - AND ds ->> 'name' = d2.name - AND ds ->> 'namespace' = d2.namespace_name + AND d2.facet IS NOT NULL GROUP BY d2.uuid ) f ON f.dataset_uuid = d.uuid""") Optional findDatasetByName(String namespaceName, String datasetName); diff --git a/api/src/main/java/marquez/db/DatasetFacetsDao.java b/api/src/main/java/marquez/db/DatasetFacetsDao.java new file mode 100644 index 0000000000..3a14756cb8 --- /dev/null +++ b/api/src/main/java/marquez/db/DatasetFacetsDao.java @@ -0,0 +1,284 @@ +/* + * Copyright 2018-2022 contributors to the Marquez project + * SPDX-License-Identifier: Apache-2.0 + */ + +package marquez.db; + +import static marquez.db.Columns.toPgObject; + +import com.fasterxml.jackson.databind.node.ObjectNode; +import java.time.Instant; +import java.util.Optional; +import java.util.UUID; +import lombok.NonNull; +import marquez.common.Utils; +import marquez.service.models.LineageEvent; +import org.jdbi.v3.sqlobject.statement.SqlUpdate; +import org.jdbi.v3.sqlobject.transaction.Transaction; +import org.postgresql.util.PGobject; + +/** The DAO for {@code dataset} facets. */ +public interface DatasetFacetsDao { + /* An {@code enum} used ... */ + enum Type { + DATASET, + INPUT, + OUTPUT, + UNKNOWN; + } + + /* An {@code enum} used to determine the dataset facet. */ + enum Facet { + DOCUMENTATION(Type.DATASET, "documentation"), + SCHEMA(Type.DATASET, "schema"), + DATASOURCE(Type.DATASET, "dataSource"), + DESCRIPTION(Type.DATASET, "description"), + LIFECYCLE_STATE_CHANGE(Type.DATASET, "lifecycleStateChange"), + VERSION(Type.DATASET, "version"), + COLUMN_LINEAGE(Type.DATASET, "columnLineage"), + OWNERSHIP(Type.DATASET, "ownership"), + DATA_QUALITY_METRICS(Type.INPUT, "dataQualityMetrics"), + DATA_QUALITY_ASSERTIONS(Type.INPUT, "dataQualityAssertions"), + OUTPUT_STATISTICS(Type.OUTPUT, "outputStatistics"); + + // whenever adding new types, please mind migration script in + // marquez.db.migrations.V55_5__BackfillFacets + + final Type type; + final String name; + + Facet(@NonNull final Type type, @NonNull final String name) { + this.type = type; + this.name = name; + } + + Type getType() { + return type; + } + + String getName() { + return name; + } + + /** ... */ + public static Facet fromName(@NonNull final String name) { + for (final Facet facet : Facet.values()) { + if (facet.getName().equalsIgnoreCase(name)) { + return facet; + } + } + return null; + } + + /** ... */ + public ObjectNode asJson(@NonNull Object facetValue) { + return asJson(name, facetValue); + } + + /** ... */ + public static ObjectNode asJson(@NonNull final String facetName, @NonNull Object facetValue) { + final ObjectNode facetAsJson = Utils.getMapper().createObjectNode(); + facetAsJson.putPOJO(facetName, facetValue); + return facetAsJson; + } + } + + /** + * @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); + + /** + * @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(); + + // Add ... + Optional.ofNullable(datasetFacets.getDocumentation()) + .ifPresent( + documentation -> + insertDatasetFacet( + UUID.randomUUID(), + now, + datasetUuid, + runUuid, + lineageEventTime, + lineageEventType, + Facet.DOCUMENTATION.getType(), + Facet.DOCUMENTATION.getName(), + toPgObject(Facet.DOCUMENTATION.asJson(documentation)))); + + // Add ... + Optional.ofNullable(datasetFacets.getSchema()) + .ifPresent( + schema -> + insertDatasetFacet( + UUID.randomUUID(), + now, + datasetUuid, + runUuid, + lineageEventTime, + lineageEventType, + Facet.SCHEMA.getType(), + Facet.SCHEMA.getName(), + toPgObject(Facet.SCHEMA.asJson(schema)))); + + // Add ... + Optional.ofNullable(datasetFacets.getDataSource()) + .ifPresent( + datasource -> + insertDatasetFacet( + UUID.randomUUID(), + now, + datasetUuid, + runUuid, + lineageEventTime, + lineageEventType, + Facet.DATASOURCE.getType(), + Facet.DATASOURCE.getName(), + toPgObject(Facet.DATASOURCE.asJson(datasource)))); + + // Add ... + Optional.ofNullable(datasetFacets.getDescription()) + .ifPresent( + description -> + insertDatasetFacet( + UUID.randomUUID(), + now, + datasetUuid, + runUuid, + lineageEventTime, + lineageEventType, + Facet.DESCRIPTION.getType(), + Facet.DESCRIPTION.getName(), + toPgObject(Facet.DESCRIPTION.asJson(description)))); + + // Add ... + Optional.ofNullable(datasetFacets.getLifecycleStateChange()) + .ifPresent( + lifecycleStateChange -> + insertDatasetFacet( + UUID.randomUUID(), + now, + datasetUuid, + runUuid, + lineageEventTime, + lineageEventType, + Facet.LIFECYCLE_STATE_CHANGE.getType(), + Facet.LIFECYCLE_STATE_CHANGE.getName(), + toPgObject(Facet.LIFECYCLE_STATE_CHANGE.asJson(lifecycleStateChange)))); + + // Add ... + Optional.ofNullable(datasetFacets.getColumnLineage()) + .ifPresent( + lifecycleStateChange -> + insertDatasetFacet( + UUID.randomUUID(), + now, + datasetUuid, + runUuid, + lineageEventTime, + lineageEventType, + Facet.COLUMN_LINEAGE.getType(), + Facet.COLUMN_LINEAGE.getName(), + toPgObject(Facet.COLUMN_LINEAGE.asJson(lifecycleStateChange)))); + + // Add .. + Optional.ofNullable(datasetFacets.getAdditionalFacets()) + .ifPresent( + additional -> + additional.forEach( + (name, facet) -> { + Optional.ofNullable(Facet.fromName(name)) + .ifPresentOrElse( + (x) -> { + insertDatasetFacet( + UUID.randomUUID(), + now, + datasetUuid, + runUuid, + lineageEventTime, + lineageEventType, + x.getType(), + x.getName(), + toPgObject(x.asJson(facet))); + }, + () -> { + insertDatasetFacet( + UUID.randomUUID(), + now, + datasetUuid, + runUuid, + lineageEventTime, + lineageEventType, + Type.UNKNOWN, + name, + toPgObject(Facet.asJson(name, facet))); + }); + })); + } + + record DatasetFacetRow( + UUID uuid, + Instant createdAt, + UUID datasetUuid, + UUID runUuid, + Instant lineageEventTime, + String lineageEventType, + DatasetFacetsDao.Type type, + String name, + PGobject facet) {} +} diff --git a/api/src/main/java/marquez/db/JobDao.java b/api/src/main/java/marquez/db/JobDao.java index 6805673d66..46d5060aa0 100644 --- a/api/src/main/java/marquez/db/JobDao.java +++ b/api/src/main/java/marquez/db/JobDao.java @@ -63,20 +63,20 @@ SELECT EXISTS ( LEFT OUTER JOIN job_versions AS jv ON jv.uuid = j.current_version_uuid LEFT OUTER JOIN job_contexts jc ON jc.uuid = j.current_job_context_uuid LEFT OUTER JOIN ( - SELECT run_uuid, JSON_AGG(e.facets) AS facets + SELECT run_uuid, JSON_AGG(e.facet) AS facets FROM ( - SELECT run_uuid, event->'job'->'facets' AS facets - FROM lineage_events AS le - INNER JOIN job_versions jv2 ON jv2.latest_run_uuid=le.run_uuid + SELECT jf.run_uuid, jf.facet + FROM job_facets_view AS jf + INNER JOIN job_versions jv2 ON jv2.latest_run_uuid=jf.run_uuid INNER JOIN jobs_view j2 ON j2.current_version_uuid=jv2.uuid WHERE j2.name=:jobName AND j2.namespace_name=:namespaceName - ORDER BY event_time ASC + ORDER BY lineage_event_time ASC ) e GROUP BY e.run_uuid ) f ON f.run_uuid=jv.latest_run_uuid WHERE j.namespace_name=:namespaceName AND (j.name=:jobName OR :jobName = ANY(j.aliases)) AND j.symlink_target_uuid IS NULL - """) + """) // TODO: THIS SHOULD NOT MAKE USE OF lineage_event table Optional findJobByName(String namespaceName, String jobName); @SqlUpdate( @@ -135,14 +135,14 @@ default Optional findWithRun(String namespaceName, String jobName) { LEFT OUTER JOIN job_versions AS jv ON jv.uuid = j.current_version_uuid LEFT OUTER JOIN job_contexts jc ON jc.uuid = j.current_job_context_uuid LEFT OUTER JOIN ( - SELECT run_uuid, JSON_AGG(e.facets) AS facets + SELECT run_uuid, JSON_AGG(e.facet) AS facets FROM ( - SELECT run_uuid, event->'job'->'facets' AS facets - FROM lineage_events AS le - INNER JOIN job_versions jv2 ON jv2.latest_run_uuid=le.run_uuid + SELECT jf.run_uuid, jf.facet + FROM job_facets_view AS jf + INNER JOIN job_versions jv2 ON jv2.latest_run_uuid=jf.run_uuid INNER JOIN jobs_view j2 ON j2.current_version_uuid=jv2.uuid WHERE j2.namespace_name=:namespaceName - ORDER BY event_time ASC + ORDER BY lineage_event_time ASC ) e GROUP BY e.run_uuid ) f ON f.run_uuid=jv.latest_run_uuid diff --git a/api/src/main/java/marquez/db/JobFacetsDao.java b/api/src/main/java/marquez/db/JobFacetsDao.java new file mode 100644 index 0000000000..a76cd8f20f --- /dev/null +++ b/api/src/main/java/marquez/db/JobFacetsDao.java @@ -0,0 +1,189 @@ +/* + * Copyright 2018-2022 contributors to the Marquez project + * SPDX-License-Identifier: Apache-2.0 + */ + +package marquez.db; + +import static marquez.db.Columns.toPgObject; + +import com.fasterxml.jackson.databind.node.ObjectNode; +import java.time.Instant; +import java.util.Optional; +import java.util.UUID; +import lombok.NonNull; +import marquez.common.Utils; +import marquez.service.models.LineageEvent; +import org.jdbi.v3.sqlobject.statement.SqlUpdate; +import org.jdbi.v3.sqlobject.transaction.Transaction; +import org.postgresql.util.PGobject; + +/** The DAO for {@code job} facets. */ +public interface JobFacetsDao { + /* An {@code enum} used to ... */ + enum Facet { + SOURCE_CODE_LOCATION("sourceCodeLocation"), + SOURCE_CODE("sourceCode"), + DOCUMENTATION("documentation"), + SQL("sql"), + OWNERSHIP("ownership"); + + final String name; + + Facet(@NonNull final String name) { + this.name = name; + } + + String getName() { + return name; + } + + /** ... */ + public static Facet fromName(@NonNull final String name) { + for (final Facet facet : Facet.values()) { + if (facet.name().equalsIgnoreCase(name)) { + return facet; + } + } + return null; + } + + /** ... */ + public ObjectNode asJson(@NonNull Object facetValue) { + return asJson(name, facetValue); + } + + /** ... */ + public static ObjectNode asJson(@NonNull final String facetName, @NonNull Object facetValue) { + final ObjectNode facetAsJson = Utils.getMapper().createObjectNode(); + facetAsJson.putPOJO(facetName, facetValue); + return facetAsJson; + } + } + + @SqlUpdate( + """ + INSERT INTO job_facets ( + uuid, + created_at, + job_uuid, + run_uuid, + lineage_event_time, + lineage_event_type, + name, + facet + ) VALUES ( + :uuid, + :createdAt, + :jobUuid, + :runUuid, + :lineageEventTime, + :lineageEventType, + :name, + :facet + ) + """) + void insertJobFacet( + UUID uuid, + Instant createdAt, + UUID jobUuid, + UUID runUuid, + Instant lineageEventTime, + String lineageEventType, + String name, + PGobject facet); + + @Transaction + default void insertJobFacetsFor( + @NonNull UUID jobUuid, + @NonNull UUID runUuid, + @NonNull Instant lineageEventTime, + @NonNull String lineageEventType, + @NonNull LineageEvent.JobFacet jobFacet) { + final Instant now = Instant.now(); + + // Add ... + Optional.ofNullable(jobFacet.getDocumentation()) + .ifPresent( + documentation -> + insertJobFacet( + UUID.randomUUID(), + now, + jobUuid, + runUuid, + lineageEventTime, + lineageEventType, + DatasetFacetsDao.Facet.DOCUMENTATION.getName(), + toPgObject(DatasetFacetsDao.Facet.DOCUMENTATION.asJson(documentation)))); + + // Add ... + Optional.ofNullable(jobFacet.getSourceCodeLocation()) + .ifPresent( + sourceCodeLocation -> + insertJobFacet( + UUID.randomUUID(), + now, + jobUuid, + runUuid, + lineageEventTime, + lineageEventType, + Facet.SOURCE_CODE_LOCATION.getName(), + toPgObject(Facet.SOURCE_CODE_LOCATION.asJson(sourceCodeLocation)))); + + // Add ... + Optional.ofNullable(jobFacet.getSql()) + .ifPresent( + sql -> + insertJobFacet( + UUID.randomUUID(), + now, + jobUuid, + runUuid, + lineageEventTime, + lineageEventType, + Facet.SQL.getName(), + toPgObject(Facet.SQL.asJson(sql)))); + + // Add .. + Optional.ofNullable(jobFacet.getAdditionalFacets()) + .ifPresent( + additional -> + additional.forEach( + (name, facet) -> { + Optional.ofNullable(Facet.fromName(name)) + .ifPresentOrElse( + (x) -> { + insertJobFacet( + UUID.randomUUID(), + now, + jobUuid, + runUuid, + lineageEventTime, + lineageEventType, + x.getName(), + toPgObject(x.asJson(facet))); + }, + () -> { + insertJobFacet( + UUID.randomUUID(), + now, + jobUuid, + runUuid, + lineageEventTime, + lineageEventType, + name, + toPgObject(Facet.asJson(name, facet))); + }); + })); + } + + record JobFacetRow( + UUID uuid, + Instant createdAt, + UUID jobUuid, + UUID runUuid, + Instant lineageEventTime, + String lineageEventType, + String name, + PGobject facet) {} +} diff --git a/api/src/main/java/marquez/db/JobVersionDao.java b/api/src/main/java/marquez/db/JobVersionDao.java index 0bd9f45ed7..785f24b498 100644 --- a/api/src/main/java/marquez/db/JobVersionDao.java +++ b/api/src/main/java/marquez/db/JobVersionDao.java @@ -102,10 +102,10 @@ WITH job_version_io AS ( LEFT JOIN job_version_io dsio ON dsio.job_version_uuid = jv.uuid LEFT OUTER JOIN runs r ON r.uuid = jv.latest_run_uuid LEFT JOIN LATERAL ( - SELECT le.run_uuid, JSON_AGG(event -> 'run' -> 'facets') AS facets - FROM lineage_events le - WHERE le.run_uuid=jv.latest_run_uuid - GROUP BY le.run_uuid + SELECT jf.run_uuid, JSON_AGG(jf.facet ORDER BY jf.lineage_event_time ASC) AS facets + FROM job_facets_view AS jf + WHERE jf.run_uuid=jv.latest_run_uuid AND jf.job_uuid = jv.job_uuid + GROUP BY jf.run_uuid ) AS f ON r.uuid = f.run_uuid LEFT OUTER JOIN run_args AS ra ON ra.uuid = r.run_args_uuid LEFT JOIN LATERAL ( diff --git a/api/src/main/java/marquez/db/LineageDao.java b/api/src/main/java/marquez/db/LineageDao.java index 0879370ee2..06b1d34749 100644 --- a/api/src/main/java/marquez/db/LineageDao.java +++ b/api/src/main/java/marquez/db/LineageDao.java @@ -14,8 +14,8 @@ import marquez.db.mappers.JobDataMapper; import marquez.db.mappers.JobRowMapper; import marquez.db.mappers.RunMapper; -import marquez.db.models.DatasetData; -import marquez.db.models.JobData; +import marquez.service.models.DatasetData; +import marquez.service.models.JobData; import marquez.service.models.Run; import org.jdbi.v3.sqlobject.config.RegisterRowMapper; import org.jdbi.v3.sqlobject.customizer.BindList; @@ -23,8 +23,8 @@ @RegisterRowMapper(DatasetDataMapper.class) @RegisterRowMapper(JobDataMapper.class) -@RegisterRowMapper(RunMapper.class) @RegisterRowMapper(JobRowMapper.class) +@RegisterRowMapper(RunMapper.class) public interface LineageDao { /** @@ -114,12 +114,6 @@ WHERE ds.uuid IN ()""") + "LEFT JOIN run_args AS ra ON ra.uuid = r.run_args_uuid\n" + "LEFT JOIN job_contexts AS ctx ON r.job_context_uuid = ctx.uuid\n" + "LEFT JOIN LATERAL (\n" - + " SELECT le.run_uuid, JSON_AGG(event->'run'->'facets') AS facets\n" - + " FROM lineage_events le\n" - + " WHERE le.run_uuid=r.uuid\n" - + " GROUP BY le.run_uuid\n" - + ") AS f ON r.uuid=f.run_uuid\n" - + "LEFT JOIN LATERAL (\n" + " SELECT im.run_uuid,\n" + " JSON_AGG(json_build_object('namespace', dv.namespace_name,\n" + " 'name', dv.dataset_name,\n" @@ -130,6 +124,12 @@ WHERE ds.uuid IN ()""") + " GROUP BY im.run_uuid\n" + ") ri ON ri.run_uuid=r.uuid\n" + "LEFT JOIN LATERAL (\n" + + " SELECT rf.run_uuid, JSON_AGG(rf.facet ORDER BY rf.lineage_event_time ASC) AS facets\n" + + " FROM run_facets_view AS rf\n" + + " WHERE rf.run_uuid=r.uuid\n" + + " GROUP BY rf.run_uuid\n" + + ") AS f ON r.uuid=f.run_uuid\n" + + "LEFT JOIN LATERAL (\n" + " SELECT run_uuid, JSON_AGG(json_build_object('namespace', namespace_name,\n" + " 'name', dataset_name,\n" + " 'version', version)) AS output_versions\n" diff --git a/api/src/main/java/marquez/db/OpenLineageDao.java b/api/src/main/java/marquez/db/OpenLineageDao.java index b2222d7d6e..d8dc39b4de 100644 --- a/api/src/main/java/marquez/db/OpenLineageDao.java +++ b/api/src/main/java/marquez/db/OpenLineageDao.java @@ -133,12 +133,15 @@ default UpdateLineageRow updateBaseMarquezModel(LineageEvent event, ObjectMapper SourceDao sourceDao = createSourceDao(); JobDao jobDao = createJobDao(); JobContextDao jobContextDao = createJobContextDao(); + JobFacetsDao jobFacetsDao = createJobFacetsDao(); DatasetVersionDao datasetVersionDao = createDatasetVersionDao(); DatasetFieldDao datasetFieldDao = createDatasetFieldDao(); + DatasetFacetsDao datasetFacetsDao = createDatasetFacetsDao(); RunDao runDao = createRunDao(); RunArgsDao runArgsDao = createRunArgsDao(); RunStateDao runStateDao = createRunStateDao(); ColumnLineageDao columnLineageDao = createColumnLineageDao(); + RunFacetsDao runFacetsDao = createRunFacetsDao(); Instant now = event.getEventTime().withZoneSameInstant(ZoneId.of("UTC")).toInstant(); @@ -198,7 +201,7 @@ default UpdateLineageRow updateBaseMarquezModel(LineageEvent event, ObjectMapper UUID.randomUUID(), now, Utils.toJson(runArgsMap), Utils.checksumFor(runArgsMap)); bag.setRunArgs(runArgs); - UUID runUuid = runToUuid(event.getRun().getRunId()); + final UUID runUuid = runToUuid(event.getRun().getRunId()); RunRow run; if (event.getEventType() != null) { @@ -220,6 +223,12 @@ default UpdateLineageRow updateBaseMarquezModel(LineageEvent event, ObjectMapper job.getName(), job.getLocation(), jobContext.getUuid()); + // Add ... + Optional.ofNullable(event.getRun().getFacets()) + .ifPresent( + runFacet -> + runFacetsDao.insertRunFacetsFor( + runUuid, now, event.getEventType(), event.getRun().getFacets())); } else { run = runDao.upsert( @@ -253,14 +262,21 @@ default UpdateLineageRow updateBaseMarquezModel(LineageEvent event, ObjectMapper } } + // Add ... + Optional.ofNullable(event.getJob().getFacets()) + .ifPresent( + jobFacet -> + jobFacetsDao.insertJobFacetsFor( + job.getUuid(), runUuid, now, event.getEventType(), event.getJob().getFacets())); + // RunInput list uses null as a sentinel value List datasetInputs = null; if (event.getInputs() != null) { datasetInputs = new ArrayList<>(); - for (Dataset ds : event.getInputs()) { + for (Dataset dataset : event.getInputs()) { DatasetRecord record = upsertLineageDataset( - ds, + dataset, now, runUuid, true, @@ -273,6 +289,17 @@ default UpdateLineageRow updateBaseMarquezModel(LineageEvent event, ObjectMapper runDao, columnLineageDao); datasetInputs.add(record); + + // Facets ... + Optional.ofNullable(dataset.getFacets()) + .ifPresent( + facets -> + datasetFacetsDao.insertDatasetFacetsFor( + record.getDatasetRow().getUuid(), + runUuid, + now, + event.getEventType(), + facets)); } } bag.setInputs(Optional.ofNullable(datasetInputs)); @@ -280,10 +307,10 @@ default UpdateLineageRow updateBaseMarquezModel(LineageEvent event, ObjectMapper List datasetOutputs = null; if (event.getOutputs() != null) { datasetOutputs = new ArrayList<>(); - for (Dataset ds : event.getOutputs()) { + for (Dataset dataset : event.getOutputs()) { DatasetRecord record = upsertLineageDataset( - ds, + dataset, now, runUuid, false, @@ -296,6 +323,17 @@ default UpdateLineageRow updateBaseMarquezModel(LineageEvent event, ObjectMapper runDao, columnLineageDao); datasetOutputs.add(record); + + // Facets ... + Optional.ofNullable(dataset.getFacets()) + .ifPresent( + facets -> + datasetFacetsDao.insertDatasetFacetsFor( + record.getDatasetRow().getUuid(), + runUuid, + now, + event.getEventType(), + facets)); } } diff --git a/api/src/main/java/marquez/db/RunDao.java b/api/src/main/java/marquez/db/RunDao.java index 0611ecf0c3..3400337f1e 100644 --- a/api/src/main/java/marquez/db/RunDao.java +++ b/api/src/main/java/marquez/db/RunDao.java @@ -80,9 +80,9 @@ public interface RunDao extends BaseDao { + "FROM runs_view AS r\n" + "LEFT OUTER JOIN\n" + "(\n" - + " SELECT le.run_uuid, JSON_AGG(event->'run'->'facets') AS facets\n" - + " FROM lineage_events le\n" - + " GROUP BY le.run_uuid\n" + + " SELECT rf.run_uuid, JSON_AGG(rf.facet ORDER BY rf.lineage_event_time ASC) AS facets\n" + + " FROM run_facets_view rf\n" + + " GROUP BY rf.run_uuid\n" + ") AS f ON r.uuid=f.run_uuid\n" + "LEFT OUTER JOIN run_args AS ra ON ra.uuid = r.run_args_uuid\n" + "LEFT OUTER JOIN job_contexts AS ctx ON r.job_context_uuid = ctx.uuid\n" @@ -129,10 +129,10 @@ public interface RunDao extends BaseDao { INNER JOIN jobs_view j ON r.job_uuid=j.uuid LEFT JOIN LATERAL ( - SELECT le.run_uuid, JSON_AGG(event->'run'->'facets') AS facets - FROM lineage_events le - WHERE le.run_uuid=r.uuid - GROUP BY le.run_uuid + SELECT rf.run_uuid, JSON_AGG(rf.facet ORDER BY rf.lineage_event_time ASC) AS facets + FROM run_facets_view rf + WHERE rf.run_uuid=r.uuid + GROUP BY rf.run_uuid ) AS f ON r.uuid=f.run_uuid LEFT OUTER JOIN run_args AS ra ON ra.uuid = r.run_args_uuid LEFT OUTER JOIN job_contexts AS ctx ON r.job_context_uuid = ctx.uuid diff --git a/api/src/main/java/marquez/db/RunFacetsDao.java b/api/src/main/java/marquez/db/RunFacetsDao.java new file mode 100644 index 0000000000..3d0d5cfd4e --- /dev/null +++ b/api/src/main/java/marquez/db/RunFacetsDao.java @@ -0,0 +1,215 @@ +/* + * Copyright 2018-2022 contributors to the Marquez project + * SPDX-License-Identifier: Apache-2.0 + */ + +package marquez.db; + +import static marquez.db.Columns.toPgObject; + +import com.fasterxml.jackson.databind.node.ObjectNode; +import java.time.Instant; +import java.util.Optional; +import java.util.UUID; +import lombok.NonNull; +import marquez.common.Utils; +import marquez.service.models.LineageEvent; +import org.jdbi.v3.sqlobject.statement.SqlQuery; +import org.jdbi.v3.sqlobject.statement.SqlUpdate; +import org.jdbi.v3.sqlobject.transaction.Transaction; +import org.postgresql.util.PGobject; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +/** The DAO for {@code run} facets. */ +public interface RunFacetsDao { + Logger log = LoggerFactory.getLogger(RunFacetsDao.class); + + /* An {@code enum} used to determine the dataset facet type. */ + enum Facet { + NOMINAL_TIME("nominalTime"), + PARENT("parent"), + ERROR_MESSAGE("errorMessage"), + + // ... + SPARK_LOGICAL_PLAN("spark.logicalPlan"), + SPARK_UNKNOWN("spark_unknown"); + + final String name; + + Facet(@NonNull final String name) { + this.name = name; + } + + String getName() { + return name; + } + + /** ... */ + public static Facet fromName(@NonNull final String name) { + for (final Facet facet : Facet.values()) { + if (facet.getName().equalsIgnoreCase(name)) { + return facet; + } + } + return null; + } + + /** ... */ + public boolean isSparkUnknown() { + return this == SPARK_UNKNOWN; + } + + /** ... */ + public boolean isSparkLogicalPlan() { + return this == SPARK_LOGICAL_PLAN; + } + + /** ... */ + public ObjectNode asJson(@NonNull Object facetValue) { + return asJson(name, facetValue); + } + + /** ... */ + public static ObjectNode asJson(@NonNull final String facetName, @NonNull Object facetValue) { + final ObjectNode facetAsJson = Utils.getMapper().createObjectNode(); + facetAsJson.putPOJO(facetName, facetValue); + return facetAsJson; + } + } + + /** + * @param uuid + * @param createdAt + * @param runUuid + * @param lineageEventTime + * @param lineageEventType + * @param name + * @param facet + */ + @SqlUpdate( + """ + INSERT INTO run_facets ( + uuid, + created_at, + run_uuid, + lineage_event_time, + lineage_event_type, + name, + facet + ) VALUES ( + :uuid, + :createdAt, + :runUuid, + :lineageEventTime, + :lineageEventType, + :name, + :facet + ) + """) + void insertRunFacet( + UUID uuid, + Instant createdAt, + UUID runUuid, + Instant lineageEventTime, + String lineageEventType, + String name, + PGobject facet); + + @SqlQuery("SELECT EXISTS (SELECT 1 FROM run_facets WHERE name = :name AND run_uuid = :runUuid)") + boolean runFacetExists(String name, UUID runUuid); + + /** + * @param runUuid + * @param lineageEventTime + * @param lineageEventType + * @param runFacet + */ + @Transaction + default void insertRunFacetsFor( + @NonNull UUID runUuid, + @NonNull Instant lineageEventTime, + @NonNull String lineageEventType, + @NonNull LineageEvent.RunFacet runFacet) { + final Instant now = Instant.now(); + + // Add ... + Optional.ofNullable(runFacet.getNominalTime()) + .ifPresent( + nominalTime -> + insertRunFacet( + UUID.randomUUID(), + now, + runUuid, + lineageEventTime, + lineageEventType, + Facet.NOMINAL_TIME.getName(), + toPgObject(Facet.NOMINAL_TIME.asJson(nominalTime)))); + + // Add ... + Optional.ofNullable(runFacet.getParent()) + .ifPresent( + parent -> + insertRunFacet( + UUID.randomUUID(), + now, + runUuid, + lineageEventTime, + lineageEventType, + Facet.PARENT.getName(), + toPgObject(Facet.PARENT.asJson(parent)))); + + // Add .. + Optional.ofNullable(runFacet.getAdditionalFacets()) + .ifPresent( + additional -> + additional.forEach( + (name, facet) -> { + Optional.ofNullable(Facet.fromName(name)) + .ifPresentOrElse( + (x) -> { + if (x.isSparkUnknown()) { + // ... + return; + } + if (x.isSparkLogicalPlan()) { + if (runFacetExists(x.getName(), runUuid)) { + log.info( + "Facet '{}' has already been linked to run '{}', skipping...", + x.getName(), + runUuid); + // ... + return; + } + } + insertRunFacet( + UUID.randomUUID(), + now, + runUuid, + lineageEventTime, + lineageEventType, + x.getName(), + toPgObject(x.asJson(facet))); + }, + () -> { + insertRunFacet( + UUID.randomUUID(), + now, + runUuid, + lineageEventTime, + lineageEventType, + name, + toPgObject(Facet.asJson(name, facet))); + }); + })); + } + + record RunFacetRow( + UUID uuid, + Instant createdAt, + UUID runUuid, + Instant lineageEventTime, + String lineageEventType, + String name, + PGobject facet) {} +} diff --git a/api/src/main/java/marquez/db/mappers/DatasetDataMapper.java b/api/src/main/java/marquez/db/mappers/DatasetDataMapper.java index b8008393f9..eb4f3b242c 100644 --- a/api/src/main/java/marquez/db/mappers/DatasetDataMapper.java +++ b/api/src/main/java/marquez/db/mappers/DatasetDataMapper.java @@ -28,7 +28,7 @@ import marquez.common.models.NamespaceName; import marquez.common.models.SourceName; import marquez.db.Columns; -import marquez.db.models.DatasetData; +import marquez.service.models.DatasetData; import org.jdbi.v3.core.mapper.RowMapper; import org.jdbi.v3.core.statement.StatementContext; import org.postgresql.util.PGobject; diff --git a/api/src/main/java/marquez/db/mappers/JobDataMapper.java b/api/src/main/java/marquez/db/mappers/JobDataMapper.java index 06c29fd17e..6d90d54c41 100644 --- a/api/src/main/java/marquez/db/mappers/JobDataMapper.java +++ b/api/src/main/java/marquez/db/mappers/JobDataMapper.java @@ -25,7 +25,7 @@ import marquez.common.models.JobType; import marquez.common.models.NamespaceName; import marquez.db.Columns; -import marquez.db.models.JobData; +import marquez.service.models.JobData; import org.jdbi.v3.core.mapper.RowMapper; import org.jdbi.v3.core.statement.StatementContext; diff --git a/api/src/main/java/marquez/db/migrations/V55_5__BackfillFacets.java b/api/src/main/java/marquez/db/migrations/V55_5__BackfillFacets.java new file mode 100644 index 0000000000..d222e43039 --- /dev/null +++ b/api/src/main/java/marquez/db/migrations/V55_5__BackfillFacets.java @@ -0,0 +1,346 @@ +/* + * Copyright 2018-2022 contributors to the Marquez project + * SPDX-License-Identifier: Apache-2.0 + */ + +package marquez.db.migrations; + +import java.time.Instant; +import java.util.Optional; +import java.util.UUID; +import lombok.Setter; +import lombok.extern.slf4j.Slf4j; +import marquez.db.Columns; +import org.flywaydb.core.api.MigrationVersion; +import org.flywaydb.core.api.migration.Context; +import org.flywaydb.core.api.migration.JavaMigration; +import org.jdbi.v3.core.Jdbi; + +@Slf4j +public class V55_5__BackfillFacets implements JavaMigration { + + public static int DEFAULT_CHUNK_SIZE = 10000; + + private static int BASIC_MIGRATION_LIMIT = 100000; + + private static final String GET_CURRENT_LOCK_SQL = + """ + SELECT * FROM v55_facet_migration_lock + ORDER BY created_at ASC, run_uuid ASC + LIMIT 1 + """; + + private static final String GET_FINISHING_LOCK_SQL = + """ + SELECT run_uuid, created_at FROM lineage_events + ORDER BY + COALESCE(created_at, event_time) ASC, + run_uuid ASC + LIMIT 1 + """; + + private static final String GET_INITIAL_LOCK_SQL = + """ + SELECT + run_uuid, + COALESCE(created_at, event_time, NOW()) + INTERVAL '1 MILLISECONDS' as created_at + FROM lineage_events ORDER BY COALESCE(created_at, event_time) DESC, run_uuid DESC LIMIT 1 + """; + + private static final String COUNT_LINEAGE_EVENTS_SQL = + """ + SELECT count(*) as cnt FROM lineage_events + """; + + private static final String COUNT_LINEAGE_EVENTS_TO_PROCESS_SQL = + """ + SELECT count(*) as cnt FROM lineage_events e + WHERE + COALESCE(e.created_at, e.event_time) < :createdAt + OR (COALESCE(e.created_at, e.event_time) = :createdAt AND e.run_uuid < :runUuid) + """; + + private static final String DATASET_FACETS_DEFINITION = + """ + WITH dataset_names as ( + SELECT + d.uuid, + array_agg(CAST((namespaces.name, symlinks.name) AS DATASET_NAME)) AS dataset_symlinks + FROM datasets d + JOIN dataset_symlinks symlinks ON d.uuid = symlinks.dataset_uuid + INNER JOIN namespaces ON symlinks.namespace_uuid = namespaces.uuid + WHERE d.is_hidden IS FALSE + GROUP BY d.uuid + ), + lineage_datasets AS ( + SELECT + jsonb_array_elements(coalesce(le.event -> 'inputs', '[]'::jsonb) || coalesce(le.event -> 'outputs', '[]'::jsonb)) AS dataset, + le.* + FROM %s le + ), + dataset_facets AS ( + SELECT + jsonb_object_keys as facet_name, + json_build_object(jsonb_object_keys, dataset -> 'facets' -> jsonb_object_keys)::jsonb as facet, + dataset ->> 'name' as dataset_name, + dataset ->> 'namespace' as dataset_namespace, + ld.* + FROM lineage_datasets ld, jsonb_object_keys(coalesce(dataset -> 'facets', '{}'::jsonb)) + ) + SELECT + uuid_generate_v4() AS uuid, + COALESCE(df.created_at, df.event_time) AS created_at, + dn.uuid AS dataset_uuid, + df.run_uuid AS run_uuid, + df.event_time AS lineage_event_time, + df.event_type::VARCHAR(64) AS lineage_event_type, + ( + CASE + WHEN lower(facet_name) IN ('documentation', 'schema', 'datasource', 'description', 'lifecyclestatechange', 'version', 'columnlineage', 'ownership') then 'DATASET' + WHEN lower(facet_name) IN ('dataqualitymetrics', 'dataqualityassertions') then 'INPUT' + WHEN lower(facet_name) = 'outputstatistics' then 'OUTPUT' + ELSE 'UNKNOWN' + END + )::VARCHAR(64) AS type, + df.facet_name::VARCHAR(255) AS name, + df.facet AS facet + FROM dataset_facets df + JOIN dataset_names dn ON CAST((dataset_namespace, dataset_name) AS DATASET_NAME) = ANY(dn.dataset_symlinks) + """; + private static final String CREATE_DATASET_FACETS_VIEW = + "CREATE OR REPLACE VIEW dataset_facets_view AS" + + String.format(DATASET_FACETS_DEFINITION, "lineage_events"); + ; + + private static final String RUN_FACETS_DEFINITION = + """ + SELECT + uuid_generate_v4() AS uuid, + COALESCE(le.created_at, le.event_time) AS created_at, + le.run_uuid AS run_uuid, + le.event_time AS lineage_event_time, + le.event_type::VARCHAR(64) AS lineage_event_type, + jsonb_object_keys::VARCHAR(255) as name, + json_build_object(jsonb_object_keys, event -> 'run' -> 'facets' -> jsonb_object_keys)::jsonb as facet + FROM %s le, jsonb_object_keys(coalesce(event -> 'run' -> 'facets', '{}'::jsonb)) + WHERE lower(jsonb_object_keys) != 'spark_unknown' + """; + private static final String CREATE_RUN_FACETS_VIEW = + "CREATE OR REPLACE VIEW run_facets_view AS " + + String.format(RUN_FACETS_DEFINITION, "lineage_events"); + + private static final String JOB_FACETS_DEFINITION = + """ + SELECT + uuid_generate_v4() AS uuid, + COALESCE(le.created_at, le.event_time) AS created_at, + r.job_uuid AS job_uuid, + le.run_uuid AS run_uuid, + le.event_time AS lineage_event_time, + le.event_type::VARCHAR(64) AS lineage_event_type, + jsonb_object_keys::VARCHAR(255) as name, + json_build_object(jsonb_object_keys, event -> 'job' -> 'facets' -> jsonb_object_keys)::jsonb as facet + FROM %s le, runs r, jsonb_object_keys(coalesce(event -> 'job' -> 'facets', '{}'::jsonb)) + WHERE r.uuid = le.run_uuid + """; + private static final String CREATE_JOB_FACETS_VIEW = + "CREATE OR REPLACE VIEW job_facets_view AS" + + String.format(JOB_FACETS_DEFINITION, "lineage_events"); + + private static final String BACK_FILL_FACETS_SQL = + """ + WITH events_chunk AS ( + SELECT e.* FROM lineage_events e + WHERE + COALESCE(e.created_at, e.event_time) < :createdAt + OR (COALESCE(e.created_at, e.event_time) = :createdAt AND e.run_uuid < :runUuid) + ORDER BY COALESCE(e.created_at, e.event_time) DESC, e.run_uuid DESC + LIMIT :chunkSize + ), + insert_datasets AS ( + INSERT INTO dataset_facets + """ + + String.format(DATASET_FACETS_DEFINITION, "events_chunk") + + """ + ), + insert_runs AS ( + INSERT INTO run_facets + """ + + String.format(RUN_FACETS_DEFINITION, "events_chunk") + + """ + ), + insert_jobs AS ( + INSERT INTO job_facets + """ + + String.format(JOB_FACETS_DEFINITION, "events_chunk") + + """ + ) + INSERT INTO v55_facet_migration_lock + SELECT events_chunk.created_at, events_chunk.run_uuid + FROM events_chunk + ORDER BY + COALESCE(events_chunk.created_at, events_chunk.event_time) ASC, + events_chunk.run_uuid ASC + LIMIT 1 + RETURNING created_at, run_uuid; + """; + + @Setter private Integer chunkSize = null; + + @Setter private boolean triggeredByCommand = false; + + @Setter private Jdbi jdbi; + + public int getChunkSize() { + return chunkSize != null ? chunkSize : DEFAULT_CHUNK_SIZE; + } + + @Override + public MigrationVersion getVersion() { + return MigrationVersion.fromVersion("55.5"); + } + + @Override + public String getDescription() { + return "BackFillFacets"; + } + + @Override + public Integer getChecksum() { + return null; + } + + @Override + public boolean isUndo() { + return false; + } + + @Override + public boolean isBaselineMigration() { + return false; + } + + @Override + public boolean canExecuteInTransaction() { + return false; + } + + @Override + public void migrate(Context context) throws Exception { + if (context != null) { + jdbi = Jdbi.create(context.getConnection()); + } + + /** + * Workaround to register uuid_generate_v4 function to generate uuids. gen_random_uuid() is + * available since Postgres 13 + */ + jdbi.withHandle(h -> h.createCall("CREATE EXTENSION IF NOT EXISTS \"uuid-ossp\"").invoke()); + + if (getLock(GET_INITIAL_LOCK_SQL).isEmpty()) { + // lineage_events table is empty -> no need to run migration + // anyway. we need to create lock to mark that no data requires migration + execute("INSERT INTO v55_facet_migration_lock VALUES (NOW(), uuid_generate_v4())"); + + createTargetViews(); + return; + } + Optional lastExpectedLock = getLock(GET_FINISHING_LOCK_SQL); + + // create facet views + execute(CREATE_RUN_FACETS_VIEW); + execute(CREATE_DATASET_FACETS_VIEW); + execute(CREATE_JOB_FACETS_VIEW); + + if (!triggeredByCommand && countLineageEvents() >= BASIC_MIGRATION_LIMIT) { + log.warn( + """ + ================================================== + ================================================== + ================================================== + MARQUEZ INSTANCE TOO BIG TO RUN AUTO UPGRADE. + YOU NEED TO RUN v55_migrate COMMAND MANUALLY. + FOR MORE DETAILS, PLEASE REFER TO: + https://github.com/MarquezProject/marquez/blob/main/api/src/main/resources/marquez/db/migration/V55__readme.md + ================================================== + ================================================== + ================================================== + """); + // We end migration successfully although no data has been migrated to facet tables + return; + } + + log.info("Configured chunkSize is {}", getChunkSize()); + MigrationLock lock = getLock(GET_CURRENT_LOCK_SQL).orElse(getLock(GET_INITIAL_LOCK_SQL).get()); + while (!lock.equals(lastExpectedLock.get())) { + lock = backFillChunk(lock); + log.info( + "Migrating chunk finished. Still having {} records to migrate.", + countLineageEventsToProcess(lock)); + } + + createTargetViews(); + log.info("All records migrated"); + } + + private void createTargetViews() { + // replace facet views with tables + execute("DROP VIEW IF EXISTS run_facets_view"); + execute("DROP VIEW IF EXISTS job_facets_view"); + execute("DROP VIEW IF EXISTS dataset_facets_view"); + execute("CREATE OR REPLACE VIEW run_facets_view AS SELECT * FROM run_facets"); + execute("CREATE OR REPLACE VIEW job_facets_view AS SELECT * FROM job_facets"); + execute("CREATE OR REPLACE VIEW dataset_facets_view AS SELECT * FROM dataset_facets"); + } + + private void execute(String sql) { + jdbi.inTransaction(handle -> handle.execute(sql)); + } + + private MigrationLock backFillChunk(MigrationLock lock) { + return jdbi.withHandle( + h -> + h.createQuery(BACK_FILL_FACETS_SQL) + .bind("chunkSize", getChunkSize()) + .bind("createdAt", lock.created_at) + .bind("runUuid", lock.run_uuid) + .map( + rs -> + new MigrationLock( + rs.getColumn(Columns.RUN_UUID, UUID.class), + rs.getColumn(Columns.CREATED_AT, Instant.class))) + .one()); + } + + private Optional getLock(String sql) { + return jdbi.withHandle( + h -> + h.createQuery(sql) + .map( + rs -> + new MigrationLock( + rs.getColumn(Columns.RUN_UUID, UUID.class), + rs.getColumn(Columns.CREATED_AT, Instant.class))) + .findFirst()); + } + + private int countLineageEvents() { + return jdbi.withHandle( + h -> + h.createQuery(COUNT_LINEAGE_EVENTS_SQL) + .map(rs -> rs.getColumn("cnt", Integer.class)) + .one()); + } + + private int countLineageEventsToProcess(MigrationLock lock) { + return jdbi.withHandle( + h -> + h.createQuery(COUNT_LINEAGE_EVENTS_TO_PROCESS_SQL) + .bind("createdAt", lock.created_at) + .bind("runUuid", lock.run_uuid) + .map(rs -> rs.getColumn("cnt", Integer.class)) + .one()); + } + + private record MigrationLock(UUID run_uuid, Instant created_at) {} +} diff --git a/api/src/main/java/marquez/db/models/ColumnLineageNodeData.java b/api/src/main/java/marquez/db/models/ColumnLineageNodeData.java index 1ac679ec56..93e98016c8 100644 --- a/api/src/main/java/marquez/db/models/ColumnLineageNodeData.java +++ b/api/src/main/java/marquez/db/models/ColumnLineageNodeData.java @@ -14,6 +14,7 @@ import lombok.Getter; import lombok.NonNull; import marquez.service.models.ColumnLineageInputField; +import marquez.service.models.NodeData; @Getter public class ColumnLineageNodeData implements NodeData { diff --git a/api/src/main/java/marquez/service/LineageService.java b/api/src/main/java/marquez/service/LineageService.java index 3014b32f74..3cf302ddcc 100644 --- a/api/src/main/java/marquez/service/LineageService.java +++ b/api/src/main/java/marquez/service/LineageService.java @@ -27,12 +27,12 @@ import marquez.common.models.JobId; import marquez.db.JobDao; import marquez.db.LineageDao; -import marquez.db.models.DatasetData; -import marquez.db.models.JobData; import marquez.db.models.JobRow; import marquez.service.DelegatingDaos.DelegatingLineageDao; +import marquez.service.models.DatasetData; import marquez.service.models.Edge; import marquez.service.models.Graph; +import marquez.service.models.JobData; import marquez.service.models.Lineage; import marquez.service.models.Node; import marquez.service.models.NodeId; diff --git a/api/src/main/java/marquez/db/models/DatasetData.java b/api/src/main/java/marquez/service/models/DatasetData.java similarity index 98% rename from api/src/main/java/marquez/db/models/DatasetData.java rename to api/src/main/java/marquez/service/models/DatasetData.java index 92fb67617a..9022697aa1 100644 --- a/api/src/main/java/marquez/db/models/DatasetData.java +++ b/api/src/main/java/marquez/service/models/DatasetData.java @@ -3,7 +3,7 @@ * SPDX-License-Identifier: Apache-2.0 */ -package marquez.db.models; +package marquez.service.models; import com.fasterxml.jackson.annotation.JsonIgnore; import com.google.common.collect.ImmutableList; diff --git a/api/src/main/java/marquez/db/models/JobData.java b/api/src/main/java/marquez/service/models/JobData.java similarity index 96% rename from api/src/main/java/marquez/db/models/JobData.java rename to api/src/main/java/marquez/service/models/JobData.java index fac9552f0f..27a699787e 100644 --- a/api/src/main/java/marquez/db/models/JobData.java +++ b/api/src/main/java/marquez/service/models/JobData.java @@ -3,7 +3,7 @@ * SPDX-License-Identifier: Apache-2.0 */ -package marquez.db.models; +package marquez.service.models; import com.fasterxml.jackson.annotation.JsonIgnore; import com.google.common.collect.ImmutableMap; @@ -24,7 +24,6 @@ import marquez.common.models.JobName; import marquez.common.models.JobType; import marquez.common.models.NamespaceName; -import marquez.service.models.Run; @Getter @AllArgsConstructor diff --git a/api/src/main/java/marquez/service/models/Node.java b/api/src/main/java/marquez/service/models/Node.java index e526108b5b..768743ed07 100644 --- a/api/src/main/java/marquez/service/models/Node.java +++ b/api/src/main/java/marquez/service/models/Node.java @@ -18,7 +18,6 @@ import lombok.NonNull; import lombok.Setter; import lombok.ToString; -import marquez.db.models.NodeData; @EqualsAndHashCode @ToString diff --git a/api/src/main/java/marquez/db/models/NodeData.java b/api/src/main/java/marquez/service/models/NodeData.java similarity index 88% rename from api/src/main/java/marquez/db/models/NodeData.java rename to api/src/main/java/marquez/service/models/NodeData.java index 3a7bcc6dfc..d1a38a63e4 100644 --- a/api/src/main/java/marquez/db/models/NodeData.java +++ b/api/src/main/java/marquez/service/models/NodeData.java @@ -3,10 +3,11 @@ * SPDX-License-Identifier: Apache-2.0 */ -package marquez.db.models; +package marquez.service.models; import com.fasterxml.jackson.annotation.JsonSubTypes; import com.fasterxml.jackson.annotation.JsonTypeInfo; +import marquez.db.models.ColumnLineageNodeData; @JsonTypeInfo( use = JsonTypeInfo.Id.NAME, diff --git a/api/src/main/java/marquez/service/models/Run.java b/api/src/main/java/marquez/service/models/Run.java index b9425d6ac9..068e679142 100644 --- a/api/src/main/java/marquez/service/models/Run.java +++ b/api/src/main/java/marquez/service/models/Run.java @@ -6,6 +6,7 @@ package marquez.service.models; import com.fasterxml.jackson.annotation.JsonIgnore; +import com.fasterxml.jackson.annotation.JsonInclude; import com.fasterxml.jackson.annotation.JsonProperty; import com.fasterxml.jackson.databind.annotation.JsonDeserialize; import com.fasterxml.jackson.databind.annotation.JsonPOJOBuilder; @@ -166,6 +167,8 @@ public static class Builder { private List inputVersions; private List outputVersions; private Map context; + + @JsonInclude(JsonInclude.Include.NON_NULL) private ImmutableMap facets; public Run build() { diff --git a/api/src/main/resources/marquez/db/migration/V55.1__add_dataset_facets.sql b/api/src/main/resources/marquez/db/migration/V55.1__add_dataset_facets.sql new file mode 100644 index 0000000000..1cbf160b1b --- /dev/null +++ b/api/src/main/resources/marquez/db/migration/V55.1__add_dataset_facets.sql @@ -0,0 +1,13 @@ +CREATE TABLE dataset_facets ( + uuid UUID PRIMARY KEY, + created_at TIMESTAMPTZ NOT NULL, + dataset_uuid UUID REFERENCES datasets(uuid), + run_uuid UUID REFERENCES runs(uuid), + lineage_event_time TIMESTAMPTZ NOT NULL, + lineage_event_type VARCHAR(64) NOT NULL, + type VARCHAR(64) NOT NULL, + name VARCHAR(255) NOT NULL, + facet JSONB NOT NULL +); + +CREATE INDEX dataset_facets_dataset_uuid_run_uuid_idx ON dataset_facets (dataset_uuid, run_uuid); diff --git a/api/src/main/resources/marquez/db/migration/V55.2__add_job_facets.sql b/api/src/main/resources/marquez/db/migration/V55.2__add_job_facets.sql new file mode 100644 index 0000000000..f5fa36b9e9 --- /dev/null +++ b/api/src/main/resources/marquez/db/migration/V55.2__add_job_facets.sql @@ -0,0 +1,12 @@ +CREATE TABLE job_facets ( + uuid UUID PRIMARY KEY, + created_at TIMESTAMPTZ NOT NULL, + job_uuid UUID REFERENCES jobs(uuid), + run_uuid UUID REFERENCES runs(uuid), + lineage_event_time TIMESTAMPTZ NOT NULL, + lineage_event_type VARCHAR(64) NOT NULL, + name VARCHAR(255) NOT NULL, + facet JSONB NOT NULL +); + +CREATE INDEX job_facets_job_uuid_run_uuid_idx ON job_facets (job_uuid, run_uuid); diff --git a/api/src/main/resources/marquez/db/migration/V55.3__add_run_facets.sql b/api/src/main/resources/marquez/db/migration/V55.3__add_run_facets.sql new file mode 100644 index 0000000000..7be4ea2f56 --- /dev/null +++ b/api/src/main/resources/marquez/db/migration/V55.3__add_run_facets.sql @@ -0,0 +1,11 @@ +CREATE TABLE run_facets ( + uuid UUID PRIMARY KEY, + created_at TIMESTAMPTZ NOT NULL, + run_uuid UUID REFERENCES runs(uuid), + lineage_event_time TIMESTAMPTZ NOT NULL, + lineage_event_type VARCHAR(64) NOT NULL, + name VARCHAR(255) NOT NULL, + facet JSONB NOT NULL +); + +CREATE INDEX run_facets_run_uuid_idx ON run_facets (run_uuid); diff --git a/api/src/main/resources/marquez/db/migration/V55.4__add_migration_lock.sql b/api/src/main/resources/marquez/db/migration/V55.4__add_migration_lock.sql new file mode 100644 index 0000000000..3198fb5dcf --- /dev/null +++ b/api/src/main/resources/marquez/db/migration/V55.4__add_migration_lock.sql @@ -0,0 +1,4 @@ +CREATE TABLE v55_facet_migration_lock ( + created_at TIMESTAMPTZ, + run_uuid UUID +); diff --git a/api/src/main/resources/marquez/db/migration/V55__readme.md b/api/src/main/resources/marquez/db/migration/V55__readme.md new file mode 100644 index 0000000000..7e6c6edb9c --- /dev/null +++ b/api/src/main/resources/marquez/db/migration/V55__readme.md @@ -0,0 +1,54 @@ +# V55 MIGRATION + +`V55` database migration introduces significant performance improvements as it splits facets from `lineage_events` table +into: `dataset_facets`, `run_facets` and `job_facets` tables. Migration procedure requires moving existing data +to newly created tables which can be a heavy and time-consuming task. + +> **_NOTE:_** For Marquez instances with more than 100K `lineage_events`, an extra manual step is required to upgrade. + +## <= 100.000 rows in `lineage_events` table + +A standard Flyway migration is run which fills newly created tables into `dataset_facets`, `run_facets` and `job_facets`. +No extra work is required but be prepared for a couple of minutes downtime when performing upgrade. + +## \> 100.000 rows in `lineage_events` table + +For a heavy users, a standard migration does not copy data to newly created tables. The advantage of such an approach +is that an upgrade take just a moment and after that, one can start API to consume new OpenLineage events while +doing the migration asynchronously. Please note that before finishing the migration, some API calls may return +irrelevant results, especially if the output is based on facets. + +To schedule a migration, a command has to be run: +```shell +java -jar api/build/libs/marquez-api-0.30.0-SNAPSHOT.jar v55_migrate ./marquez.yml +``` +Command processes data in chunks, each chunk is run in transaction, and the command stores a state containing information of +chunks processed. Based on that: + * It can be stopped any time, + * It continues automatically with chunks remaining. + +A default chunk size is `10000` which is a number of `lineage_events` processed in a single query. A chunk size +may be adjusted as command parameter: +```shell +java -jar api/build/libs/marquez-api-0.30.0-SNAPSHOT.jar v55_migrate --chunkSize 50000 ./marquez.yml +``` + +## How long can the migration procedure take? + +This depends on size of `lineage_events` but also on a characteristics of each event (how big the events are?, how many +facets they include?). + +Performance tests have been implemented in `V55_BackfillFacetsPerformanceTest` class and run +in Docker environment (docker resources: 5cpus, 8GB RAM on Mac M1 PRO). During a test +with 100K `lineage_events`, each event had 48KB and migration resulted +in 500K `job_facets`, 500K `run_facets` and 1.5M `dataset_facets`. Migration took *106 seconds*. +Default `chunkSize` was used. + +Table below shows migration time for different amount of `lineage_events` generated the same way. + +| `lineage_events` | `job_facets` | `run_facets` | `dataset_facets` | time taken | +|------------------|--------------|--------------|------------------|------------| +| 10K events | 50K rows | 50K rows | 150K rows | 10sec | +| 100K events | 500K rows | 500K rows | 150K rows | 106sec | +| 500K events | 2.5M rows | 2.5M rows | 7.5M rows | 612sec | +| 1M events | 5M rows | 5M rows | 15M rows | 1473sec | \ No newline at end of file diff --git a/api/src/test/java/marquez/api/JdbiUtils.java b/api/src/test/java/marquez/api/JdbiUtils.java index 896e815746..3cac7d770b 100644 --- a/api/src/test/java/marquez/api/JdbiUtils.java +++ b/api/src/test/java/marquez/api/JdbiUtils.java @@ -21,7 +21,10 @@ public static void cleanDatabase(Jdbi jdbi) { handle.execute("DELETE FROM dataset_symlinks"); handle.execute("UPDATE runs SET start_run_state_uuid=NULL, end_run_state_uuid=NULL"); handle.execute("DELETE FROM datasets_tag_mapping"); + handle.execute("DELETE FROM dataset_facets"); handle.execute("DELETE FROM run_states"); + handle.execute("DELETE FROM job_facets"); + handle.execute("DELETE FROM run_facets"); handle.execute("DELETE FROM runs"); handle.execute("DELETE FROM run_args"); handle.execute("DELETE FROM job_versions_io_mapping"); @@ -33,6 +36,10 @@ public static void cleanDatabase(Jdbi jdbi) { handle.execute("DELETE FROM sources"); handle.execute("DELETE FROM namespace_ownerships"); handle.execute("DELETE FROM namespaces"); + handle.execute("DELETE FROM dataset_facets"); + handle.execute("DELETE FROM run_facets"); + handle.execute("DELETE FROM job_facets"); + handle.execute("DELETE FROM v55_facet_migration_lock"); return null; }); } diff --git a/api/src/test/java/marquez/db/DatasetDaoTest.java b/api/src/test/java/marquez/db/DatasetDaoTest.java index 2d0e06f4a4..2844fbc772 100644 --- a/api/src/test/java/marquez/db/DatasetDaoTest.java +++ b/api/src/test/java/marquez/db/DatasetDaoTest.java @@ -94,7 +94,11 @@ public void testGetDataset() { jobFacet, Collections.singletonList( newCommonDataset( - ImmutableMap.of("anotherInputFacet", new CustomValueFacet("aFacetValue")))), + ImmutableMap.of( + "description", + "some description", + "anotherInputFacet", + new CustomValueFacet("aFacetValue")))), Collections.emptyList()); Optional datasetByName = @@ -248,7 +252,11 @@ public void testGetDatasetWithMultipleVersions() { jobFacet, Collections.singletonList( newCommonDataset( - ImmutableMap.of("inputFacet", new CustomValueFacet("thirdReadValue")))), + ImmutableMap.of( + "description", + "some description", + "inputFacet", + new CustomValueFacet("thirdReadValue")))), Collections.emptyList()); Optional datasetByName = @@ -293,7 +301,11 @@ public void testGetDatasets() { Collections.emptyList(), Collections.singletonList( newCommonDataset( - ImmutableMap.of("writeFacet", new CustomValueFacet("firstWriteValue"))))); + ImmutableMap.of( + "description", + "some description", + "writeFacet", + new CustomValueFacet("firstWriteValue"))))); String secondDatasetName = "secondDataset"; String deletedDatasetName = "deletedDataset"; @@ -308,7 +320,11 @@ public void testGetDatasets() { NAMESPACE, secondDatasetName, newDatasetFacet( - ImmutableMap.of("writeFacet", new CustomValueFacet("secondWriteValue")), + ImmutableMap.of( + "description", + "some description", + "writeFacet", + new CustomValueFacet("secondWriteValue")), new SchemaField("age", "int", "the age"), new SchemaField("address", "string", "the address"))), new Dataset(NAMESPACE, deletedDatasetName, newDatasetFacet()))); @@ -324,7 +340,11 @@ public void testGetDatasets() { NAMESPACE, secondDatasetName, newDatasetFacet( - ImmutableMap.of("inputFacet", new CustomValueFacet("secondReadValue")), + ImmutableMap.of( + "description", + "some description", + "inputFacet", + new CustomValueFacet("secondReadValue")), new SchemaField("age", "int", "the age"), new SchemaField("address", "string", "the address")))), Collections.emptyList()); @@ -432,7 +452,8 @@ public void testGetSpecificDatasetReturnsDatasetIfDeleted() { "COMPLETE", jobFacet, Collections.emptyList(), - Collections.singletonList(newCommonDataset(Collections.emptyMap()))); + Collections.singletonList( + newCommonDataset(Collections.singletonMap("description", "some description")))); marquez.service.models.Dataset dataset = datasetDao.findDatasetByName(NAMESPACE, DATASET).get(); @@ -457,7 +478,11 @@ public void testGetDatasetsWithMultipleVersions() { Collections.emptyList(), Collections.singletonList( newCommonDataset( - ImmutableMap.of("writeFacet", new CustomValueFacet("firstWriteValue"))))); + ImmutableMap.of( + "description", + "some description", + "writeFacet", + new CustomValueFacet("firstWriteValue"))))); createLineageRow( openLineageDao, "aReadJob", @@ -492,13 +517,21 @@ public void testGetDatasetsWithMultipleVersions() { jobFacet, Collections.singletonList( newCommonDataset( - ImmutableMap.of("inputFacet", new CustomValueFacet("secondReadValue")))), + ImmutableMap.of( + "description", + "some description", + "inputFacet", + new CustomValueFacet("secondReadValue")))), Collections.singletonList( new Dataset( NAMESPACE, secondDatasetName, newDatasetFacet( - ImmutableMap.of("writeFacet", new CustomValueFacet("readJobSecondWriteValue")), + ImmutableMap.of( + "description", + "some description", + "writeFacet", + new CustomValueFacet("readJobSecondWriteValue")), new SchemaField("age", "int", "the age"), new SchemaField("address", "string", "the address"))))); @@ -562,7 +595,11 @@ public void testGetDatasetsWithMultipleVersions() { Collections.emptyList(), Collections.singletonList( newCommonDataset( - ImmutableMap.of("writeFacet", new CustomValueFacet("thirdWriteValue"))))); + ImmutableMap.of( + "description", + "some description", + "writeFacet", + new CustomValueFacet("thirdWriteValue"))))); datasets = datasetDao.findAll(NAMESPACE, 5, 0); assertThat(datasets).hasSize(2); diff --git a/api/src/test/java/marquez/db/DatasetFacetsDaoTest.java b/api/src/test/java/marquez/db/DatasetFacetsDaoTest.java new file mode 100644 index 0000000000..c0124f9b57 --- /dev/null +++ b/api/src/test/java/marquez/db/DatasetFacetsDaoTest.java @@ -0,0 +1,359 @@ +/* + * Copyright 2018-2022 contributors to the Marquez project + * SPDX-License-Identifier: Apache-2.0 + */ + +package marquez.db; + +import static marquez.db.LineageTestUtils.PRODUCER_URL; +import static marquez.db.LineageTestUtils.SCHEMA_URL; +import static org.assertj.core.api.Assertions.assertThat; + +import java.time.Instant; +import java.util.Arrays; +import java.util.Collections; +import java.util.Map; +import java.util.UUID; +import marquez.api.JdbiUtils; +import marquez.db.models.UpdateLineageRow; +import marquez.jdbi.MarquezJdbiExternalPostgresExtension; +import marquez.service.models.LineageEvent; +import org.jdbi.v3.core.Jdbi; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.extension.ExtendWith; +import org.postgresql.util.PGobject; + +@ExtendWith(MarquezJdbiExternalPostgresExtension.class) +public class DatasetFacetsDaoTest { + + private static DatasetFacetsDao datasetFacetsDao; + + private static OpenLineageDao openLineageDao; + + private Jdbi jdbi; + + private Instant lineageEventTime = Instant.now(); + String lineageEventType = "COMPLETE"; + + @BeforeAll + public static void setUpOnce(Jdbi jdbi) { + datasetFacetsDao = jdbi.onDemand(DatasetFacetsDao.class); + openLineageDao = jdbi.onDemand(OpenLineageDao.class); + } + + @BeforeEach + public void setup(Jdbi jdbi) { + this.jdbi = jdbi; + } + + @AfterEach + public void tearDown(Jdbi jdbi) { + JdbiUtils.cleanDatabase(jdbi); + } + + @Test + public void testInsertDatasetFacetsForDocumentationFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithInputDataset( + LineageEvent.DatasetFacets.builder() + .documentation( + new LineageEvent.DocumentationDatasetFacet( + PRODUCER_URL, SCHEMA_URL, "some-doc"))); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "documentation"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getInputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.DATASET); + + assertThat(facet.facet().toString()) + .isEqualTo( + "{\"documentation\": {\"_producer\": \"http://test.producer/\", " + + "\"_schemaURL\": \"http://test.schema/\", \"description\": \"some-doc\"}}"); + } + + @Test + public void testInsertDatasetFacetsForSchemaFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithInputDataset( + LineageEvent.DatasetFacets.builder() + .schema( + new LineageEvent.SchemaDatasetFacet( + PRODUCER_URL, SCHEMA_URL, Collections.emptyList()))); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "schema"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getInputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.DATASET); + + assertThat(facet.facet().toString()) + .isEqualTo( + "{\"schema\": {\"fields\": [], \"_producer\": \"http://test.producer/\", " + + "\"_schemaURL\": \"http://test.schema/\"}}"); + } + + @Test + public void testInsertDatasetFacetsForDatasourceFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithInputDataset( + LineageEvent.DatasetFacets.builder() + .dataSource( + new LineageEvent.DatasourceDatasetFacet( + PRODUCER_URL, SCHEMA_URL, "the source", "http://thesource.com"))); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "dataSource"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getInputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.DATASET); + + assertThat(facet.facet().toString()) + .isEqualTo( + "{\"dataSource\": {\"uri\": \"http://thesource.com\", \"name\": \"the source\", " + + "\"_producer\": \"http://test.producer/\", \"_schemaURL\": \"http://test.schema/\"}}"); + } + + @Test + public void testInsertDatasetFacetsForDescriptionFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithInputDataset( + LineageEvent.DatasetFacets.builder().description("some-description")); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "description"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getInputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.DATASET); + + assertThat(facet.facet().toString()).isEqualTo("{\"description\": \"some-description\"}"); + } + + @Test + public void testInsertDatasetFacetsForLifecycleStateChangeFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithInputDataset( + LineageEvent.DatasetFacets.builder() + .lifecycleStateChange(new LineageEvent.LifecycleStateChangeFacet())); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "lifecycleStateChange"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getInputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.DATASET); + + assertThat(facet.facet().toString()).isEqualTo("{\"lifecycleStateChange\": {}}"); + } + + @Test + public void testInsertDatasetFacetsForVersionFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithInputDataset( + LineageEvent.DatasetFacets.builder().additional(Map.of("version", "some-version"))); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "version"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getInputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.DATASET); + + assertThat(facet.facet().toString()).isEqualTo("{\"version\": \"some-version\"}"); + } + + @Test + public void testInsertDatasetFacetsForColumnLineageFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithInputDataset( + LineageEvent.DatasetFacets.builder() + .columnLineage(new LineageEvent.ColumnLineageDatasetFacet())); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "columnLineage"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getInputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.DATASET); + + assertThat(facet.facet().toString()).isEqualTo("{\"columnLineage\": {}}"); + } + + @Test + public void testInsertDatasetFacetsForOwnershipFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithInputDataset( + LineageEvent.DatasetFacets.builder().additional(Map.of("ownership", "some-owner"))); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "ownership"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getInputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.DATASET); + + assertThat(facet.facet().toString()).isEqualTo("{\"ownership\": \"some-owner\"}"); + } + + @Test + public void testInsertDatasetFacetsForDataQualityMetricsFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithInputDataset( + LineageEvent.DatasetFacets.builder().additional(Map.of("dataQualityMetrics", "m1"))); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "dataQualityMetrics"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getInputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.INPUT); + + assertThat(facet.facet().toString()).isEqualTo("{\"dataQualityMetrics\": \"m1\"}"); + } + + @Test + public void testInsertDatasetFacetsForDataQualityAssertionsFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithInputDataset( + LineageEvent.DatasetFacets.builder().additional(Map.of("dataQualityAssertions", "m2"))); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "dataQualityAssertions"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getInputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.INPUT); + + assertThat(facet.facet().toString()).isEqualTo("{\"dataQualityAssertions\": \"m2\"}"); + } + + @Test + public void testInsertDatasetFacetsForOutputStatisticsFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithOutputDataset( + LineageEvent.DatasetFacets.builder().additional(Map.of("outputStatistics", "m3"))); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "outputStatistics"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getOutputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.OUTPUT); + + assertThat(facet.facet().toString()).isEqualTo("{\"outputStatistics\": \"m3\"}"); + } + + @Test + public void testInsertDatasetFacetsForUnknownTypeFacet() { + UpdateLineageRow lineageRow = + createLineageRowWithOutputDataset( + LineageEvent.DatasetFacets.builder().additional(Map.of("custom-output", "{whatever}"))); + + DatasetFacetsDao.DatasetFacetRow facet = getDatasetFacet(lineageRow, "custom-output"); + + assertThat(facet) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getOutputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("type", DatasetFacetsDao.Type.UNKNOWN); + + assertThat(facet.facet().toString()).isEqualTo("{\"custom-output\": \"{whatever}\"}"); + } + + private UpdateLineageRow createLineageRowWithInputDataset( + LineageEvent.DatasetFacets.DatasetFacetsBuilder inputDatasetFacetsbuilder) { + LineageEvent.JobFacet jobFacet = + new LineageEvent.JobFacet(null, null, null, LineageTestUtils.EMPTY_MAP); + + return LineageTestUtils.createLineageRow( + openLineageDao, + "job_" + UUID.randomUUID(), + "COMPLETE", + jobFacet, + Arrays.asList( + new LineageEvent.Dataset( + "namespace", "dataset_input", inputDatasetFacetsbuilder.build())), + Collections.emptyList(), + null); + } + + private UpdateLineageRow createLineageRowWithOutputDataset( + LineageEvent.DatasetFacets.DatasetFacetsBuilder outputDatasetFacetsbuilder) { + LineageEvent.JobFacet jobFacet = + new LineageEvent.JobFacet(null, null, null, LineageTestUtils.EMPTY_MAP); + + return LineageTestUtils.createLineageRow( + openLineageDao, + "job_" + UUID.randomUUID(), + "COMPLETE", + jobFacet, + Collections.emptyList(), + Arrays.asList( + new LineageEvent.Dataset( + "namespace", "dataset_output", outputDatasetFacetsbuilder.build())), + null); + } + + private DatasetFacetsDao.DatasetFacetRow getDatasetFacet( + UpdateLineageRow lineageRow, String facetName) { + return jdbi.withHandle( + h -> + h.createQuery("SELECT * FROM dataset_facets WHERE name = :facetName") + .bind("facetName", facetName) + .map( + rv -> + new DatasetFacetsDao.DatasetFacetRow( + rv.getColumn("uuid", UUID.class), + rv.getColumn("created_at", Instant.class), + rv.getColumn("dataset_uuid", UUID.class), + rv.getColumn("run_uuid", UUID.class), + rv.getColumn("lineage_event_time", Instant.class), + rv.getColumn("lineage_event_type", String.class), + rv.getColumn("type", DatasetFacetsDao.Type.class), + rv.getColumn("name", String.class), + rv.getColumn("facet", PGobject.class))) + .one()); + } +} diff --git a/api/src/test/java/marquez/db/FacetTestUtils.java b/api/src/test/java/marquez/db/FacetTestUtils.java new file mode 100644 index 0000000000..4b4822e50b --- /dev/null +++ b/api/src/test/java/marquez/db/FacetTestUtils.java @@ -0,0 +1,92 @@ +package marquez.db; + +import static marquez.db.LineageTestUtils.PRODUCER_URL; +import static marquez.db.LineageTestUtils.SCHEMA_URL; + +import java.util.Arrays; +import java.util.Collections; +import java.util.Map; +import java.util.UUID; +import marquez.db.models.UpdateLineageRow; +import marquez.service.models.LineageEvent; +import org.apache.commons.lang3.StringUtils; +import org.testcontainers.shaded.com.google.common.collect.ImmutableMap; + +/* + * Copyright 2018-2022 contributors to the Marquez project + * SPDX-License-Identifier: Apache-2.0 + */ +public class FacetTestUtils { + + public static UpdateLineageRow createLineageWithFacets(OpenLineageDao openLineageDao) { + LineageEvent.JobFacet jobFacet = + new LineageEvent.JobFacet( + new LineageEvent.DocumentationJobFacet(PRODUCER_URL, SCHEMA_URL, "some-documentation"), + new LineageEvent.SourceCodeLocationJobFacet( + PRODUCER_URL, SCHEMA_URL, "git", "git@github.com:OpenLineage/OpenLineage.git"), + new LineageEvent.SQLJobFacet(PRODUCER_URL, SCHEMA_URL, "some sql query"), + Map.of( + "ownership", "some-owner", + "sourceCode", "some-code")); + return LineageTestUtils.createLineageRow( + openLineageDao, + "job_" + UUID.randomUUID(), + "COMPLETE", + jobFacet, + Arrays.asList( + new LineageEvent.Dataset( + "namespace", + "dataset_input", + LineageEvent.DatasetFacets.builder() + .schema( + new LineageEvent.SchemaDatasetFacet( + PRODUCER_URL, SCHEMA_URL, Collections.emptyList())) + .documentation( + new LineageEvent.DocumentationDatasetFacet( + PRODUCER_URL, + SCHEMA_URL, + StringUtils.repeat("let's make event bigger", 1000))) + .description( + "some-description" + StringUtils.repeat("let's make event bigger", 1000)) + .lifecycleStateChange(new LineageEvent.LifecycleStateChangeFacet()) + .dataSource( + new LineageEvent.DatasourceDatasetFacet( + PRODUCER_URL, SCHEMA_URL, "the source", "http://thesource.com")) + .additional( + Map.of( + "custom-input", "string-facet", + "version", "some-version", + "ownership", "some-owner", + "dataQualityMetrics", "m1", + "dataQualityAssertions", "m2")) + .build())), + Arrays.asList( + new LineageEvent.Dataset( + "namespace", + "dataset_output", + LineageEvent.DatasetFacets.builder() + .schema( + new LineageEvent.SchemaDatasetFacet( + PRODUCER_URL, SCHEMA_URL, Collections.emptyList())) + .dataSource( + new LineageEvent.DatasourceDatasetFacet( + PRODUCER_URL, SCHEMA_URL, "the source", "http://thesource.com")) + .columnLineage(new LineageEvent.ColumnLineageDatasetFacet()) + .additional( + Map.of( + "custom-output", "string-facet", + "outputStatistics", "m3")) + .build())), + new LineageEvent.ParentRunFacet( + PRODUCER_URL, + SCHEMA_URL, + new LineageEvent.RunLink(UUID.randomUUID().toString()), + new LineageEvent.JobLink("namespace", "name")), + ImmutableMap.of() + .of( + "custom-run-facet", "some-run-facet", + "spark.logicalPlan", "{some-spark-logical-plan:true}", + "errorMessage", "{some-error-message-facet:true}", + "spark_unknown", "unknown-facet-to-be-skipped-in-import")); + } +} diff --git a/api/src/test/java/marquez/db/JobFacetsDaoTest.java b/api/src/test/java/marquez/db/JobFacetsDaoTest.java new file mode 100644 index 0000000000..c63a99c6c5 --- /dev/null +++ b/api/src/test/java/marquez/db/JobFacetsDaoTest.java @@ -0,0 +1,199 @@ +/* + * Copyright 2018-2022 contributors to the Marquez project + * SPDX-License-Identifier: Apache-2.0 + */ + +package marquez.db; + +import static marquez.db.LineageTestUtils.PRODUCER_URL; +import static marquez.db.LineageTestUtils.SCHEMA_URL; +import static org.assertj.core.api.Assertions.assertThat; + +import java.time.Instant; +import java.util.Collections; +import java.util.List; +import java.util.Map; +import java.util.UUID; +import java.util.stream.Collectors; +import marquez.api.JdbiUtils; +import marquez.db.models.UpdateLineageRow; +import marquez.jdbi.MarquezJdbiExternalPostgresExtension; +import marquez.service.models.LineageEvent; +import org.jdbi.v3.core.Jdbi; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.extension.ExtendWith; +import org.postgresql.util.PGobject; + +@ExtendWith(MarquezJdbiExternalPostgresExtension.class) +public class JobFacetsDaoTest { + + private static JobFacetsDao jobFacetsDao; + + private static OpenLineageDao openLineageDao; + + private UpdateLineageRow lineageRow; + + private Jdbi jdbi; + + private Instant lineageEventTime = Instant.now(); + String lineageEventType = "COMPLETE"; + + @BeforeAll + public static void setUpOnce(Jdbi jdbi) { + jobFacetsDao = jdbi.onDemand(JobFacetsDao.class); + openLineageDao = jdbi.onDemand(OpenLineageDao.class); + } + + @BeforeEach + public void setup(Jdbi jdbi) { + this.jdbi = jdbi; + } + + @AfterEach + public void tearDown(Jdbi jdbi) { + JdbiUtils.cleanDatabase(jdbi); + } + + @Test + public void insertJobFacetsForSourceCodeLocationFacet() { + lineageRow = + LineageTestUtils.createLineageRow( + openLineageDao, + "job_" + UUID.randomUUID(), + "COMPLETE", + new LineageEvent.JobFacet( + null, + new LineageEvent.SourceCodeLocationJobFacet( + PRODUCER_URL, SCHEMA_URL, "git", "git@github.com:OpenLineage/OpenLineage.git"), + null, + LineageTestUtils.EMPTY_MAP), + Collections.emptyList(), + Collections.emptyList()); + + JobFacetsDao.JobFacetRow row = getJobFacetRow("sourceCodeLocation").get(0); + assertThat(row.lineageEventTime()).isEqualTo(lineageRow.getJob().getCreatedAt()); + assertThat(row.runUuid()).isEqualTo(lineageRow.getRun().getUuid()); + assertThat(row.jobUuid()).isEqualTo(lineageRow.getJob().getUuid()); + assertThat(row.lineageEventType()).isEqualTo("COMPLETE"); + assertThat(row.facet().toString()) + .isEqualTo( + "{\"sourceCodeLocation\": {\"url\": \"git@github.com:OpenLineage/OpenLineage.git\", " + + "\"type\": \"git\", \"_producer\": \"http://test.producer/\", " + + "\"_schemaURL\": \"http://test.schema/\"}}"); + } + + @Test + public void insertJobFacetsForSourceCodeFacet() { + lineageRow = + LineageTestUtils.createLineageRow( + openLineageDao, + "job_" + UUID.randomUUID(), + "COMPLETE", + new LineageEvent.JobFacet(null, null, null, Map.of("sourceCode", "some-code")), + Collections.emptyList(), + Collections.emptyList()); + + JobFacetsDao.JobFacetRow row = getJobFacetRow("sourceCode").get(0); + assertThat(row.lineageEventTime()).isEqualTo(lineageRow.getJob().getCreatedAt()); + assertThat(row.runUuid()).isEqualTo(lineageRow.getRun().getUuid()); + assertThat(row.jobUuid()).isEqualTo(lineageRow.getJob().getUuid()); + assertThat(row.lineageEventType()).isEqualTo("COMPLETE"); + assertThat(row.facet().toString()).isEqualTo("{\"sourceCode\": \"some-code\"}"); + } + + @Test + public void insertJobFacetsForDocumentationFacet() { + lineageRow = + LineageTestUtils.createLineageRow( + openLineageDao, + "job_" + UUID.randomUUID(), + "COMPLETE", + new LineageEvent.JobFacet( + new LineageEvent.DocumentationJobFacet( + PRODUCER_URL, SCHEMA_URL, "some-documentation"), + null, + null, + LineageTestUtils.EMPTY_MAP), + Collections.emptyList(), + Collections.emptyList()); + + JobFacetsDao.JobFacetRow row = getJobFacetRow("documentation").get(0); + assertThat(row.lineageEventTime()).isEqualTo(lineageRow.getJob().getCreatedAt()); + assertThat(row.runUuid()).isEqualTo(lineageRow.getRun().getUuid()); + assertThat(row.jobUuid()).isEqualTo(lineageRow.getJob().getUuid()); + assertThat(row.lineageEventType()).isEqualTo("COMPLETE"); + assertThat(row.facet().toString()) + .isEqualTo( + "{\"documentation\": {\"_producer\": \"http://test.producer/\", " + + "\"_schemaURL\": \"http://test.schema/\", \"description\": \"some-documentation\"}}"); + } + + @Test + public void insertJobFacetsForSqlFacet() { + lineageRow = + LineageTestUtils.createLineageRow( + openLineageDao, + "job_" + UUID.randomUUID(), + "COMPLETE", + new LineageEvent.JobFacet( + null, + null, + new LineageEvent.SQLJobFacet(PRODUCER_URL, SCHEMA_URL, "select some-sql"), + LineageTestUtils.EMPTY_MAP), + Collections.emptyList(), + Collections.emptyList()); + + JobFacetsDao.JobFacetRow row = getJobFacetRow("documentation").get(0); + assertThat(row.lineageEventTime()).isEqualTo(lineageRow.getJob().getCreatedAt()); + assertThat(row.runUuid()).isEqualTo(lineageRow.getRun().getUuid()); + assertThat(row.jobUuid()).isEqualTo(lineageRow.getJob().getUuid()); + assertThat(row.lineageEventType()).isEqualTo("COMPLETE"); + assertThat(row.facet().toString()) + .isEqualTo( + "{\"sql\": {\"query\": \"select some-sql\", \"_producer\": " + + "\"http://test.producer/\", \"_schemaURL\": \"http://test.schema/\"}}"); + } + + @Test + public void insertJobFacetsForOwnershipFacet() { + lineageRow = + LineageTestUtils.createLineageRow( + openLineageDao, + "job_" + UUID.randomUUID(), + "COMPLETE", + new LineageEvent.JobFacet(null, null, null, Map.of("ownership", "{ some-owner }")), + Collections.emptyList(), + Collections.emptyList()); + + JobFacetsDao.JobFacetRow row = getJobFacetRow("ownership").get(0); + assertThat(row.lineageEventTime()).isEqualTo(lineageRow.getJob().getCreatedAt()); + assertThat(row.runUuid()).isEqualTo(lineageRow.getRun().getUuid()); + assertThat(row.jobUuid()).isEqualTo(lineageRow.getJob().getUuid()); + assertThat(row.lineageEventType()).isEqualTo("COMPLETE"); + assertThat(row.facet().toString()).isEqualTo("{\"ownership\": \"{ some-owner }\"}"); + } + + private List getJobFacetRow(String name) { + return jdbi.withHandle( + h -> + h + .createQuery("SELECT * FROM job_facets WHERE job_uuid = :jobUuid") + .bind("jobUuid", lineageRow.getRun().getJobUuid()) + .map( + rv -> + new JobFacetsDao.JobFacetRow( + rv.getColumn("uuid", UUID.class), + rv.getColumn("created_at", Instant.class), + rv.getColumn("job_uuid", UUID.class), + rv.getColumn("run_uuid", UUID.class), + rv.getColumn("lineage_event_time", Instant.class), + rv.getColumn("lineage_event_type", String.class), + rv.getColumn("name", String.class), + rv.getColumn("facet", PGobject.class))) + .stream() + .collect(Collectors.toList())); + } +} diff --git a/api/src/test/java/marquez/db/LineageDaoTest.java b/api/src/test/java/marquez/db/LineageDaoTest.java index c1bd46561a..b1e4a35d94 100644 --- a/api/src/test/java/marquez/db/LineageDaoTest.java +++ b/api/src/test/java/marquez/db/LineageDaoTest.java @@ -31,12 +31,12 @@ import marquez.common.models.JobType; import marquez.db.LineageTestUtils.DatasetConsumerJob; import marquez.db.LineageTestUtils.JobLineage; -import marquez.db.models.DatasetData; -import marquez.db.models.JobData; import marquez.db.models.JobRow; import marquez.db.models.NamespaceRow; import marquez.db.models.UpdateLineageRow; import marquez.jdbi.MarquezJdbiExternalPostgresExtension; +import marquez.service.models.DatasetData; +import marquez.service.models.JobData; import marquez.service.models.LineageEvent; import marquez.service.models.LineageEvent.Dataset; import marquez.service.models.LineageEvent.JobFacet; @@ -745,7 +745,6 @@ public void testGetDatasetDataDoesNotReturnDeletedDataset() { @Test public void testGetCurrentRuns() { - UpdateLineageRow writeJob = LineageTestUtils.createLineageRow( openLineageDao, @@ -773,7 +772,7 @@ public void testGetCurrentRuns() { Stream.of(writeJob.getJob().getUuid()), newRows.stream().map(JobLineage::getId)) .collect(Collectors.toSet()); - List currentRuns = lineageDao.getCurrentRunsWithFacets(jobids); + List currentRuns = lineageDao.getCurrentRuns(jobids); // assert the job does exist assertThat(currentRuns) @@ -790,7 +789,7 @@ public void testGetCurrentRunsWithFailedJob() { Set jobids = Collections.singleton(writeJob.getJob().getUuid()); - List currentRuns = lineageDao.getCurrentRunsWithFacets(jobids); + List currentRuns = lineageDao.getCurrentRuns(jobids); // assert the job does exist assertThat(currentRuns) diff --git a/api/src/test/java/marquez/db/LineageTestUtils.java b/api/src/test/java/marquez/db/LineageTestUtils.java index 1c83083745..6021825043 100644 --- a/api/src/test/java/marquez/db/LineageTestUtils.java +++ b/api/src/test/java/marquez/db/LineageTestUtils.java @@ -182,7 +182,6 @@ public static DatasetFacets newDatasetFacet(Map facets, SchemaFi .dataSource( new DatasourceDatasetFacet( PRODUCER_URL, SCHEMA_URL, "the source", "http://thesource.com")) - .description("the dataset description") .additional(facets) .build(); } diff --git a/api/src/test/java/marquez/db/RunFacetsDaoTest.java b/api/src/test/java/marquez/db/RunFacetsDaoTest.java new file mode 100644 index 0000000000..95afeff829 --- /dev/null +++ b/api/src/test/java/marquez/db/RunFacetsDaoTest.java @@ -0,0 +1,213 @@ +/* + * Copyright 2018-2022 contributors to the Marquez project + * SPDX-License-Identifier: Apache-2.0 + */ + +package marquez.db; + +import static marquez.db.LineageTestUtils.LOCAL_ZONE; +import static marquez.db.LineageTestUtils.PRODUCER_URL; +import static marquez.db.LineageTestUtils.SCHEMA_URL; +import static org.assertj.core.api.Assertions.assertThat; + +import java.time.Instant; +import java.time.temporal.ChronoUnit; +import java.util.Collections; +import java.util.List; +import java.util.UUID; +import java.util.stream.Collectors; +import marquez.api.JdbiUtils; +import marquez.db.models.UpdateLineageRow; +import marquez.jdbi.MarquezJdbiExternalPostgresExtension; +import marquez.service.models.LineageEvent; +import marquez.service.models.LineageEvent.JobFacet; +import marquez.service.models.LineageEvent.JobLink; +import marquez.service.models.LineageEvent.ParentRunFacet; +import marquez.service.models.LineageEvent.RunLink; +import org.jdbi.v3.core.Jdbi; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.extension.ExtendWith; +import org.postgresql.util.PGobject; +import org.testcontainers.shaded.com.google.common.collect.ImmutableMap; + +@ExtendWith(MarquezJdbiExternalPostgresExtension.class) +public class RunFacetsDaoTest { + + private static RunFacetsDao runFacetsDao; + + private static OpenLineageDao openLineageDao; + + private UpdateLineageRow lineageRow; + + private Jdbi jdbi; + + private Instant lineageEventTime = Instant.now(); + String lineageEventType = "COMPLETE"; + + @BeforeAll + public static void setUpOnce(Jdbi jdbi) { + runFacetsDao = jdbi.onDemand(RunFacetsDao.class); + openLineageDao = jdbi.onDemand(OpenLineageDao.class); + } + + @BeforeEach + public void setup(Jdbi jdbi) { + this.jdbi = jdbi; + lineageRow = + LineageTestUtils.createLineageRow( + openLineageDao, + "job_" + UUID.randomUUID(), + "COMPLETE", + new LineageEvent.JobFacet(null, null, null, LineageTestUtils.EMPTY_MAP), + Collections.emptyList(), + Collections.emptyList(), + new LineageEvent.ParentRunFacet( + PRODUCER_URL, + SCHEMA_URL, + new LineageEvent.RunLink(UUID.randomUUID().toString()), + new LineageEvent.JobLink("namespace", "name")), + ImmutableMap.of() + .of( + "custom-run-facet", "some-run-facet", + "spark.logicalPlan", "{some-spark-logical-plan:true}", + "errorMessage", "{some-error-message-facet:true}")); + } + + @AfterEach + public void tearDown(Jdbi jdbi) { + JdbiUtils.cleanDatabase(jdbi); + } + + @Test + public void testInsertRunFacetsForNominalTime() { + RunFacetsDao.RunFacetRow row = getRunFacetRow("nominalTime").get(0); + + assertThat(row.lineageEventTime()).isEqualTo(lineageRow.getJob().getCreatedAt()); + assertThat(row.lineageEventType()).isEqualTo("COMPLETE"); + assertThat(row.facet().toString()).startsWith("{\"nominalTime\": {\"nominalEndTime\": "); + } + + @Test + public void testInsertRunFacetsForParent() { + RunFacetsDao.RunFacetRow row = getRunFacetRow("parent").get(0); + + assertThat(row.lineageEventTime()).isEqualTo(lineageRow.getJob().getCreatedAt()); + assertThat(row.lineageEventType()).isEqualTo("COMPLETE"); + assertThat(row.facet().toString()) + .startsWith( + String.format( + "{\"parent\": {\"job\": {\"name\": \"name\", \"namespace\": \"namespace\"}, \"run\": " + + "{\"runId\": \"%s\"}, \"_producer\": \"http://test.producer/\", " + + "\"_schemaURL\": \"http://test.schema/\"}}", + lineageRow.getRun().getParentRunUuid().get())); + } + + @Test + public void testInsertRunFacetsForErrorMessage() { + RunFacetsDao.RunFacetRow row = getRunFacetRow("errorMessage").get(0); + + assertThat(row.lineageEventTime()).isEqualTo(lineageRow.getJob().getCreatedAt()); + assertThat(row.lineageEventType()).isEqualTo("COMPLETE"); + assertThat(row.facet().toString()) + .isEqualTo("{\"errorMessage\": \"{some-error-message-facet:true}\"}"); + } + + @Test + public void testInsertRunFacetsForSparkLogicalPlan() { + RunFacetsDao.RunFacetRow row = getRunFacetRow("spark.logicalPlan").get(0); + + assertThat(row.lineageEventTime()).isEqualTo(lineageRow.getJob().getCreatedAt()); + assertThat(row.lineageEventType()).isEqualTo("COMPLETE"); + assertThat(row.facet().toString()) + .isEqualTo("{\"spark.logicalPlan\": \"{some-spark-logical-plan:true}\"}"); + } + + @Test + public void testInsertRunFacetsForSparkLogicalPlanWhenPlanAlreadyPresent() { + RunFacetsDao.RunFacetRow row = getRunFacetRow("spark.logicalPlan").get(0); + + LineageEvent.NominalTimeRunFacet nominalTimeRunFacet = new LineageEvent.NominalTimeRunFacet(); + nominalTimeRunFacet.setNominalStartTime( + Instant.now().atZone(LOCAL_ZONE).truncatedTo(ChronoUnit.HOURS)); + nominalTimeRunFacet.setNominalEndTime( + nominalTimeRunFacet.getNominalStartTime().plus(1, ChronoUnit.HOURS)); + + // add run facet related to some other run + LineageTestUtils.createLineageRow( + openLineageDao, + "job_" + UUID.randomUUID(), + "COMPLETE", + new JobFacet(null, null, null, LineageTestUtils.EMPTY_MAP), + Collections.emptyList(), + Collections.emptyList(), + new ParentRunFacet( + PRODUCER_URL, + SCHEMA_URL, + new RunLink(UUID.randomUUID().toString()), + new JobLink("namespace", "name")), + ImmutableMap.of().of("spark.logicalPlan", "{some-spark-logical-plan:true}")); + + runFacetsDao.insertRunFacetsFor( + lineageRow.getRun().getUuid(), + row.lineageEventTime(), + row.lineageEventType(), + new LineageEvent.RunFacet( + nominalTimeRunFacet, + new LineageEvent.ParentRunFacet( + PRODUCER_URL, + SCHEMA_URL, + new LineageEvent.RunLink(UUID.randomUUID().toString()), + new LineageEvent.JobLink("namespace", "name")), + ImmutableMap.of().of("spark.logicalPlan", "{some-spark-logical-plan:true}"))); + + int logicalPlanFacets = + jdbi.withHandle( + h -> + h.createQuery( + "SELECT count(*) as cnt FROM run_facets WHERE name = 'spark.logicalPlan'") + .map(rv -> rv.getColumn("cnt", Integer.class)) + .one()); + + assertThat(getRunFacetRow("spark.logicalPlan")).hasSize(1); + + assertThat(logicalPlanFacets).isEqualTo(2); + } + + @Test + public void testInsertRunFacetsForSparkUnknown() { + assertThat(getRunFacetRow("sparkUnknown")).hasSize(0); + } + + @Test + public void testInsertRunFacetsForCustomFacet() { + RunFacetsDao.RunFacetRow row = getRunFacetRow("custom-run-facet").get(0); + + assertThat(row.lineageEventTime()).isEqualTo(lineageRow.getJob().getCreatedAt()); + assertThat(row.lineageEventType()).isEqualTo("COMPLETE"); + assertThat(row.facet().toString()).startsWith("{\"custom-run-facet\": \"some-run-facet\"}"); + } + + private List getRunFacetRow(String name) { + return jdbi.withHandle( + h -> + h + .createQuery("SELECT * FROM run_facets WHERE run_uuid = :runUuid AND name = :name") + .bind("runUuid", lineageRow.getRun().getUuid()) + .bind("name", name) + .map( + rv -> + new RunFacetsDao.RunFacetRow( + rv.getColumn("uuid", UUID.class), + rv.getColumn("created_at", Instant.class), + rv.getColumn("run_uuid", UUID.class), + rv.getColumn("lineage_event_time", Instant.class), + rv.getColumn("lineage_event_type", String.class), + rv.getColumn("name", String.class), + rv.getColumn("facet", PGobject.class))) + .stream() + .collect(Collectors.toList())); + } +} diff --git a/api/src/test/java/marquez/db/migrations/V55_5__BackfillFacetsTest.java b/api/src/test/java/marquez/db/migrations/V55_5__BackfillFacetsTest.java new file mode 100644 index 0000000000..3f9dfc0ee7 --- /dev/null +++ b/api/src/test/java/marquez/db/migrations/V55_5__BackfillFacetsTest.java @@ -0,0 +1,449 @@ +/* + * Copyright 2018-2022 contributors to the Marquez project + * SPDX-License-Identifier: Apache-2.0 + */ + +package marquez.db.migrations; + +import static marquez.db.DatasetFacetsDao.Type.DATASET; +import static marquez.db.DatasetFacetsDao.Type.INPUT; +import static marquez.db.DatasetFacetsDao.Type.OUTPUT; +import static marquez.db.DatasetFacetsDao.Type.UNKNOWN; +import static org.assertj.core.api.Assertions.assertThat; +import static org.mockito.Mockito.mock; +import static org.mockito.Mockito.when; + +import java.sql.Connection; +import java.time.Instant; +import java.util.Collections; +import java.util.List; +import java.util.UUID; +import java.util.stream.Collectors; +import marquez.api.JdbiUtils; +import marquez.db.Columns; +import marquez.db.DatasetFacetsDao; +import marquez.db.FacetTestUtils; +import marquez.db.LineageTestUtils; +import marquez.db.OpenLineageDao; +import marquez.db.models.UpdateLineageRow; +import marquez.jdbi.MarquezJdbiExternalPostgresExtension; +import marquez.service.models.LineageEvent; +import org.flywaydb.core.api.migration.Context; +import org.jdbi.v3.core.Jdbi; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.extension.ExtendWith; +import org.mockito.MockedStatic; +import org.mockito.Mockito; +import org.postgresql.util.PGobject; + +@org.junit.jupiter.api.Tag("IntegrationTests") +@ExtendWith(MarquezJdbiExternalPostgresExtension.class) +public class V55_5__BackfillFacetsTest { + + private static V55_5__BackfillFacets subject = new V55_5__BackfillFacets(); + private static Jdbi jdbi; + + private static OpenLineageDao openLineageDao; + + UpdateLineageRow lineageRow; + Context flywayContext = mock(Context.class); + Connection connection = mock(Connection.class); + + @BeforeAll + public static void setUpOnce(Jdbi jdbi) { + V55_5__BackfillFacetsTest.jdbi = jdbi; + openLineageDao = jdbi.onDemand(OpenLineageDao.class); + } + + @AfterEach + public void tearDown(Jdbi jdbi) { + JdbiUtils.cleanDatabase(jdbi); + } + + @BeforeEach + public void beforeEach() { + when(flywayContext.getConnection()).thenReturn(connection); + subject.setChunkSize(100); + JdbiUtils.cleanDatabase(jdbi); + } + + @Test + public void testDatasetFacet() throws Exception { + lineageRow = FacetTestUtils.createLineageWithFacets(openLineageDao); + try (MockedStatic jdbiMockedStatic = Mockito.mockStatic(Jdbi.class)) { + when(Jdbi.create(connection)).thenReturn(jdbi); + + List expectedInputDatasetFacets = + getDatasetFacetsFor(lineageRow.getRun().getUuid(), "namespace", "dataset_input"); + List expectedOutputDatasetFacets = + getDatasetFacetsFor(lineageRow.getRun().getUuid(), "namespace", "dataset_output"); + + // clear dataset_facets table + jdbi.inTransaction(handle -> handle.execute("DELETE FROM dataset_facets")); + subject.migrate(flywayContext); + + List inputDatasetFacets = + getDatasetFacetsFor(lineageRow.getRun().getUuid(), "namespace", "dataset_input"); + List outputDatasetFacets = + getDatasetFacetsFor(lineageRow.getRun().getUuid(), "namespace", "dataset_output"); + + assertThat(inputDatasetFacets).hasSize(10); + assertThat(inputDatasetFacets) + .containsExactlyInAnyOrder(expectedInputDatasetFacets.toArray(new DatasetFacet[0])); + + assertThat(outputDatasetFacets).hasSize(5); + assertThat(outputDatasetFacets) + .containsExactlyInAnyOrder(expectedOutputDatasetFacets.toArray(new DatasetFacet[0])); + + assertThat(inputDatasetFacets).hasSize(10); + assertThat(getDatasetFacetType(inputDatasetFacets, "documentation")).isEqualTo(DATASET); + assertThat(getDatasetFacetType(inputDatasetFacets, "schema")).isEqualTo(DATASET); + assertThat(getDatasetFacetType(inputDatasetFacets, "dataSource")).isEqualTo(DATASET); + assertThat(getDatasetFacetType(inputDatasetFacets, "description")).isEqualTo(DATASET); + assertThat(getDatasetFacetType(inputDatasetFacets, "lifecycleStateChange")) + .isEqualTo(DATASET); + assertThat(getDatasetFacetType(inputDatasetFacets, "version")).isEqualTo(DATASET); + assertThat(getDatasetFacetType(inputDatasetFacets, "ownership")).isEqualTo(DATASET); + assertThat(getDatasetFacetType(inputDatasetFacets, "dataQualityMetrics")).isEqualTo(INPUT); + assertThat(getDatasetFacetType(inputDatasetFacets, "dataQualityAssertions")).isEqualTo(INPUT); + assertThat(getDatasetFacetType(inputDatasetFacets, "custom-input")).isEqualTo(UNKNOWN); + + assertThat( + inputDatasetFacets.stream() + .filter(df -> df.name.equals("dataSource")) + .findFirst() + .get()) + .hasFieldOrPropertyWithValue("runUuid", lineageRow.getRun().getUuid()) + .hasFieldOrPropertyWithValue( + "datasetUuid", lineageRow.getInputs().get().get(0).getDatasetRow().getUuid()) + .hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE") + .hasFieldOrPropertyWithValue("lineageEventTime", lineageRow.getRun().getCreatedAt()) + .hasFieldOrPropertyWithValue("type", DATASET) + .hasFieldOrPropertyWithValue("name", "dataSource"); + + assertThat( + inputDatasetFacets.stream() + .filter(df -> df.name.equals("dataSource")) + .findFirst() + .get() + .facet + .toString()) + .isEqualTo( + "{\"dataSource\": {\"uri\": \"http://thesource.com\", \"name\": \"the source\", \"_producer\": \"http://test.producer/\", \"_schemaURL\": \"http://test.schema/\"}}"); + + assertThat(outputDatasetFacets).hasSize(5); + assertThat(outputDatasetFacets.stream().map(df -> df.name).collect(Collectors.toList())) + .contains("dataSource", "schema", "custom-output"); + assertThat(getDatasetFacetType(outputDatasetFacets, "outputStatistics")).isEqualTo(OUTPUT); + assertThat(getDatasetFacetType(outputDatasetFacets, "columnLineage")).isEqualTo(DATASET); + } + } + + @Test + public void testMigrateForMultipleChunks() throws Exception { + lineageRow = FacetTestUtils.createLineageWithFacets(openLineageDao); + try (MockedStatic jdbiMockedStatic = Mockito.mockStatic(Jdbi.class)) { + when(Jdbi.create(connection)).thenReturn(jdbi); + subject.setChunkSize(1); + + int datasetsFacetsBefore = countDatasetFacets(jdbi); + FacetTestUtils.createLineageWithFacets(openLineageDao); + lineageRow = + FacetTestUtils.createLineageWithFacets( + openLineageDao); // inserted three lineage event rows + + // clear migration lock and dataset_facets table + jdbi.inTransaction(handle -> handle.execute("DELETE FROM dataset_facets")); + jdbi.inTransaction(handle -> handle.execute("DELETE FROM v55_facet_migration_lock")); + subject.migrate(flywayContext); + + int datasetsFacetsAfter = countDatasetFacets(jdbi); + assertThat(datasetsFacetsAfter).isEqualTo(3 * datasetsFacetsBefore); + } + } + + @Test + public void testWhenCurrentLockIsAvailable() throws Exception { + FacetTestUtils.createLineageWithFacets(openLineageDao); + FacetTestUtils.createLineageWithFacets(openLineageDao); + lineageRow = + FacetTestUtils.createLineageWithFacets( + openLineageDao); // point migration_lock to only match the latest lineage event + + jdbi.withHandle( + h -> + h.execute( + """ + INSERT INTO v55_facet_migration_lock + SELECT created_at, run_uuid FROM lineage_events + ORDER by created_at DESC LIMIT 1 + """)); // last lineage row should be skipped + + jdbi.withHandle( + h -> + h.execute( + """ + INSERT INTO v55_facet_migration_lock + SELECT created_at, run_uuid FROM lineage_events + ORDER by created_at DESC LIMIT 1 OFFSET 1 + """)); // middle lineage row should be skipped + + try (MockedStatic jdbiMockedStatic = Mockito.mockStatic(Jdbi.class)) { + when(Jdbi.create(connection)).thenReturn(jdbi); + subject.setChunkSize(1); + + // clear migration lock and dataset_facets table + jdbi.inTransaction(handle -> handle.execute("DELETE FROM dataset_facets")); + subject.migrate(flywayContext); + + assertThat(countDatasetFacets(jdbi)).isEqualTo(15); + } + } + + @Test + public void testMigrateForLineageWithNoDatasets() throws Exception { + LineageEvent.JobFacet jobFacet = + new LineageEvent.JobFacet(null, null, null, LineageTestUtils.EMPTY_MAP); + LineageTestUtils.createLineageRow( + openLineageDao, + "job_" + UUID.randomUUID(), + "COMPLETE", + jobFacet, + Collections.emptyList(), + Collections.emptyList()); + try (MockedStatic jdbiMockedStatic = Mockito.mockStatic(Jdbi.class)) { + when(Jdbi.create(connection)).thenReturn(jdbi); + + subject.migrate(flywayContext); + + int datasetsFacetsAfter = countDatasetFacets(jdbi); + + assertThat(datasetsFacetsAfter).isEqualTo(0); + } + } + + @Test + public void testRunFacet() throws Exception { + lineageRow = FacetTestUtils.createLineageWithFacets(openLineageDao); + try (MockedStatic jdbiMockedStatic = Mockito.mockStatic(Jdbi.class)) { + when(Jdbi.create(connection)).thenReturn(jdbi); + + List runFacetsBefore = getRunFacetsFor(lineageRow.getRun().getUuid()); + jdbi.inTransaction(handle -> handle.execute("DELETE FROM dataset_facets")); + jdbi.inTransaction(handle -> handle.execute("DELETE FROM run_facets")); + subject.migrate(flywayContext); + + List runFacets = getRunFacetsFor(lineageRow.getRun().getUuid()); + + assertThat(runFacets).hasSize(5); + assertThat(runFacetsBefore).containsExactlyInAnyOrder(runFacets.toArray(new RunFacet[0])); + assertThat(runFacets.get(0)).hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE"); + assertThat(runFacets.stream().map(rf -> rf.name).collect(Collectors.toList())) + .containsExactlyInAnyOrder( + "parent", "custom-run-facet", "spark.logicalPlan", "errorMessage", "nominalTime"); + + assertThat( + runFacets.stream() + .filter(rf -> rf.name().equalsIgnoreCase("parent")) + .map(rf -> rf.facet().toString()) + .findFirst() + .get()) + .isEqualTo( + String.format( + "{\"parent\": {\"job\": {\"name\": \"name\", \"namespace\": \"namespace\"}, " + + "\"run\": {\"runId\": \"%s\"}, " + + "\"_producer\": \"http://test.producer/\", " + + "\"_schemaURL\": \"http://test.schema/\"" + + "}}", + lineageRow.getRun().getParentRunUuid().get())); + } + } + + @Test + public void testJobFacet() throws Exception { + lineageRow = FacetTestUtils.createLineageWithFacets(openLineageDao); + try (MockedStatic jdbiMockedStatic = Mockito.mockStatic(Jdbi.class)) { + when(Jdbi.create(connection)).thenReturn(jdbi); + + List jobFacetsBefore = getJobFacetsFor(lineageRow.getRun().getJobUuid()); + jdbi.inTransaction(handle -> handle.execute("DELETE FROM job_facets")); + subject.migrate(flywayContext); + + List jobFacets = getJobFacetsFor(lineageRow.getRun().getJobUuid()); + + assertThat(jobFacets).hasSize(5); + assertThat(jobFacetsBefore).containsExactlyInAnyOrder(jobFacets.toArray(new JobFacet[0])); + + assertThat(jobFacets.get(0)).hasFieldOrPropertyWithValue("lineageEventType", "COMPLETE"); + assertThat(jobFacets.stream().map(rf -> rf.name).collect(Collectors.toList())) + .containsExactlyInAnyOrder( + "sourceCodeLocation", "sourceCode", "documentation", "sql", "ownership"); + + assertThat( + jobFacets.stream() + .filter(rf -> rf.name().equalsIgnoreCase("sourceCodeLocation")) + .map(rf -> rf.facet().toString()) + .findFirst() + .get()) + .isEqualTo( + "{\"sourceCodeLocation\": {\"url\": \"git@github.com:OpenLineage/OpenLineage.git\", " + + "\"type\": \"git\", \"_producer\": \"http://test.producer/\", " + + "\"_schemaURL\": \"http://test.schema/\"}}"); + } + } + + @Test + public void testMigrationLockIsInsertedWhenNoDataToMigrate() throws Exception { + try (MockedStatic jdbiMockedStatic = Mockito.mockStatic(Jdbi.class)) { + when(Jdbi.create(connection)).thenReturn(jdbi); + + // should be no data to import + subject.migrate(flywayContext); + + Instant lockCreatedAt = + jdbi.withHandle( + h -> + h.createQuery("SELECT created_at FROM v55_facet_migration_lock") + .map(rs -> rs.getColumn("created_at", Instant.class)) + .one()); + + // verify migration lock exists + assertThat(lockCreatedAt).isBefore(Instant.now()); + } + } + + @Test + public void testMigrationForLineageEventsWithNullCreatedAtField() throws Exception { + FacetTestUtils.createLineageWithFacets(openLineageDao); + FacetTestUtils.createLineageWithFacets(openLineageDao); + jdbi.inTransaction(h -> h.execute("UPDATE lineage_events SET created_at = NULL")); + + try (MockedStatic jdbiMockedStatic = Mockito.mockStatic(Jdbi.class)) { + when(Jdbi.create(connection)).thenReturn(jdbi); + + jdbi.inTransaction(handle -> handle.execute("DELETE FROM v55_facet_migration_lock")); + subject.migrate(flywayContext); + } + } + + private int countDatasetFacets(Jdbi jdbi) { + return jdbi.withHandle( + h -> + h.createQuery("SELECT count(*) as cnt FROM dataset_facets") + .map(rs -> rs.getColumn("cnt", Integer.class)) + .one()); + } + + private DatasetFacetsDao.Type getDatasetFacetType(List facets, String facetName) { + return facets.stream() + .filter(df -> df.name.equalsIgnoreCase(facetName)) + .findFirst() + .map(df -> df.type) + .orElse(null); + } + + private List getDatasetFacetsFor( + UUID runUuid, String datasetNamespace, String datasetName) { + return jdbi.withHandle( + h -> + h + .createQuery( + """ + SELECT df.* FROM dataset_facets df + JOIN datasets_view d ON d.uuid = df.dataset_uuid + WHERE df.run_uuid = :runUuid AND d.name = :datasetName + AND d.namespace_name = :datasetNamespace + """) + .bind("runUuid", runUuid) + .bind("datasetNamespace", datasetNamespace) + .bind("datasetName", datasetName) + .map( + rs -> + new DatasetFacet( + // rs.getColumn("uuid", UUID.class), omit uuid field + // rs.getColumn(Columns.CREATED_AT, Instant.class), created_at field can + // differ + rs.getColumn(Columns.DATASET_UUID, UUID.class), + rs.getColumn(Columns.RUN_UUID, UUID.class), + rs.getColumn("lineage_event_time", Instant.class), + rs.getColumn("lineage_event_type", String.class), + rs.getColumn(Columns.TYPE, DatasetFacetsDao.Type.class), + rs.getColumn(Columns.NAME, String.class), + rs.getColumn("facet", PGobject.class))) + .stream() + .toList()); + } + + private List getRunFacetsFor(UUID runUuid) { + return jdbi.withHandle( + h -> + h + .createQuery("SELECT * FROM run_facets WHERE run_uuid = :runUuid") + .bind("runUuid", runUuid) + .map( + rs -> + new RunFacet( + // rs.getColumn("uuid", UUID.class), omit uuid field + // rs.getColumn(Columns.CREATED_AT, Instant.class), created_at field can + // differ + rs.getColumn(Columns.RUN_UUID, UUID.class), + rs.getColumn("lineage_event_time", Instant.class), + rs.getColumn("lineage_event_type", String.class), + rs.getColumn(Columns.NAME, String.class), + rs.getColumn("facet", PGobject.class))) + .stream() + .toList()); + } + + private List getJobFacetsFor(UUID jobUuid) { + return jdbi.withHandle( + h -> + h + .createQuery("SELECT * FROM job_facets WHERE job_uuid = :jobUuid") + .bind("jobUuid", jobUuid) + .map( + rs -> + new JobFacet( + rs.getColumn(Columns.JOB_UUID, UUID.class), + rs.getColumn(Columns.RUN_UUID, UUID.class), + rs.getColumn("lineage_event_time", Instant.class), + rs.getColumn("lineage_event_type", String.class), + rs.getColumn(Columns.NAME, String.class), + rs.getColumn("facet", PGobject.class))) + .stream() + .toList()); + } + + record JobFacet( + // UUID uuid, omit uuid field + // Instant createdAt, createdAt field can differ + UUID jobUuid, + UUID runUuid, + Instant lineageEventTime, + String lineageEventType, + String name, + PGobject facet) {} + + record DatasetFacet( + // UUID uuid, omit uuid field + // Instant createdAt, createdAt field can differ + UUID datasetUuid, + UUID runUuid, + Instant lineageEventTime, + String lineageEventType, + DatasetFacetsDao.Type type, + String name, + PGobject facet) {} + + record RunFacet( + // UUID uuid, omit uuid field + // Instant createdAt, createdAt field can differ + UUID runUuid, + Instant lineageEventTime, + String lineageEventType, + String name, + PGobject facet) {} +} diff --git a/api/src/test/java/marquez/db/migrations/V55_BackfillFacetsPerformanceTest.java b/api/src/test/java/marquez/db/migrations/V55_BackfillFacetsPerformanceTest.java new file mode 100644 index 0000000000..4a00076c71 --- /dev/null +++ b/api/src/test/java/marquez/db/migrations/V55_BackfillFacetsPerformanceTest.java @@ -0,0 +1,217 @@ +/* + * Copyright 2018-2022 contributors to the Marquez project + * SPDX-License-Identifier: Apache-2.0 + */ + +package marquez.db.migrations; + +import static org.assertj.core.api.Assertions.assertThat; +import static org.mockito.Mockito.mock; +import static org.mockito.Mockito.when; + +import java.sql.Connection; +import java.time.Duration; +import java.time.Instant; +import java.util.Arrays; +import java.util.stream.IntStream; +import lombok.extern.slf4j.Slf4j; +import marquez.api.JdbiUtils; +import marquez.db.FacetTestUtils; +import marquez.db.OpenLineageDao; +import marquez.jdbi.MarquezJdbiExternalPostgresExtension; +import org.flywaydb.core.api.migration.Context; +import org.jdbi.v3.core.Jdbi; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.condition.EnabledIfSystemProperty; +import org.junit.jupiter.api.extension.ExtendWith; + +/** + * Test to measure performance of the V55 migration. Currently, not run within circle-ci. Requires + * system property `-DrunPerfTest=true` to be executed + */ +@EnabledIfSystemProperty(named = "runPerfTest", matches = "true") +@ExtendWith(MarquezJdbiExternalPostgresExtension.class) +@Slf4j +public class V55_BackfillFacetsPerformanceTest { + + private static V55_5__BackfillFacets subject = new V55_5__BackfillFacets(); + private static Jdbi jdbi; + + private static OpenLineageDao openLineageDao; + + Context flywayContext = mock(Context.class); + Connection connection = mock(Connection.class); + + @BeforeAll + public static void setUpOnce(Jdbi jdbi) { + V55_BackfillFacetsPerformanceTest.jdbi = jdbi; + openLineageDao = jdbi.onDemand(OpenLineageDao.class); + } + + @AfterEach + public void tearDown(Jdbi jdbi) { + log.info("Starting tear down"); + + // clearing runs table with foreign key checks takes more than migration + jdbi.inTransaction( + handle -> { + handle.execute("ALTER TABLE runs DISABLE TRIGGER ALL;"); + return null; + }); + JdbiUtils.cleanDatabase(jdbi); + jdbi.inTransaction( + handle -> { + handle.execute("ALTER TABLE runs ENABLE TRIGGER ALL;"); + return null; + }); + } + + @BeforeEach + public void beforeEach() { + when(flywayContext.getConnection()).thenReturn(connection); + JdbiUtils.cleanDatabase(jdbi); + } + + @Test + public void testMigration() throws Exception { + prepareLineageEventsTable(); + log.info("Cleaning existing facets tables"); + clearFacetsTablesAndLock(); + + log.info("Starting migration script"); + subject.setChunkSize(10000); + subject.setTriggeredByCommand(true); + subject.setJdbi(jdbi); + + Instant before = Instant.now(); + subject.migrate(null); + Instant after = Instant.now(); + + log.info( + "Successfully migrated {} lineage events, which resulted in {} job_facets rows, " + + "{} run_facets rows and {} dataset_facets rows.", + countTableRows("lineage_events"), + countTableRows("job_facets"), + countTableRows("run_facets"), + countTableRows("dataset_facets")); + log.info("Migration took {} seconds.", Duration.between(before, after).toSeconds()); + + assertThat(countTableRows("dataset_facets") > countTableRows("lineage_events")); + assertThat(countTableRows("job_facets") > countTableRows("lineage_events")); + assertThat(countTableRows("run_facets") > countTableRows("lineage_events")); + } + + private void prepareLineageEventsTable() { + /** + * Workaround to register uuid_generate_v4 function to generate uuids. gen_random_uuid() is + * available since Postgres 13 + */ + jdbi.withHandle(h -> h.createCall("CREATE EXTENSION IF NOT EXISTS \"uuid-ossp\"").invoke()); + + // generate 10 rows + IntStream.range(0, 10).forEach(i -> FacetTestUtils.createLineageWithFacets(openLineageDao)); + + IntStream.range(0, 9).forEach(i -> duplicateLineageEvents(10)); + + // duplicate 100 events 9 times to have 1000 events + IntStream.range(0, 9).forEach(i -> duplicateLineageEvents(100)); + + // duplicate 1000 events 9 times to have 10K events + IntStream.range(0, 9).forEach(i -> duplicateLineageEvents(1000)); + + // duplicate 10K events 9 times to have 100K events + IntStream.range(0, 9).forEach(i -> duplicateLineageEvents(10000)); + + // duplicate 100K events 9 times to have 1M events + IntStream.range(0, 9).forEach(i -> duplicateLineageEvents(100000)); + + // create run rows to fix run constrains + jdbi.withHandle( + h -> + h.createCall( + """ + WITH single_run AS ( + SELECT * FROM runs limit 1 + ) + INSERT INTO runs + SELECT + e.run_uuid as uuid, + sr.created_at, + sr.updated_at, + sr.job_version_uuid, + sr.run_args_uuid, + sr.nominal_start_time, + sr.nominal_end_time , + sr.current_run_state, + sr.start_run_state_uuid, + sr.end_run_state_uuid, + sr.external_id, + sr.namespace_name, + sr.job_name, + sr.location, + sr.transitioned_at, + sr.started_at, + sr.ended_at, + sr.job_context_uuid, + sr.parent_run_uuid, + sr.job_uuid + FROM single_run sr, lineage_events e + ON CONFLICT DO NOTHING + """) + .invoke()); + + log.info( + "Generated {} lineage events, each of {} bytes size", + countTableRows("lineage_events"), + jdbi.withHandle( + h -> + h.createQuery( + "SELECT OCTET_LENGTH(event::text) AS bytes FROM lineage_events LIMIT 1") + .map(rs -> rs.getColumn("bytes", Integer.class)) + .one())); + } + + private void duplicateLineageEvents(int numberOfDuplicatedEvents) { + jdbi.inTransaction( + handle -> + handle + .createUpdate( + """ + INSERT INTO lineage_events + SELECT + NOW(), + event, + event_type, + job_name, + job_namespace, + producer, + uuid_generate_v4(), + created_at + FROM lineage_events + LIMIT :numberOfDuplicatedEvents + """) + .bind("numberOfDuplicatedEvents", numberOfDuplicatedEvents) + .execute()); + } + + private void clearFacetsTablesAndLock() { + Arrays.asList( + "DELETE FROM job_facets", + "DELETE FROM dataset_facets", + "DELETE FROM run_facets", + "DELETE FROM v55_facet_migration_lock") + .stream() + .forEach(sql -> jdbi.inTransaction(handle -> handle.execute(sql))); + } + + private int countTableRows(String table) { + return jdbi.withHandle( + h -> + h.createQuery("SELECT COUNT(*) AS cnt FROM " + table) + .map(rs -> rs.getColumn("cnt", Integer.class)) + .one()); + } +} diff --git a/api/src/test/java/marquez/service/LineageServiceTest.java b/api/src/test/java/marquez/service/LineageServiceTest.java index 1a5ade90b1..01d36c5dfa 100644 --- a/api/src/test/java/marquez/service/LineageServiceTest.java +++ b/api/src/test/java/marquez/service/LineageServiceTest.java @@ -27,10 +27,10 @@ import marquez.db.LineageTestUtils.DatasetConsumerJob; import marquez.db.LineageTestUtils.JobLineage; import marquez.db.OpenLineageDao; -import marquez.db.models.JobData; import marquez.db.models.UpdateLineageRow; import marquez.jdbi.MarquezJdbiExternalPostgresExtension; import marquez.service.models.Edge; +import marquez.service.models.JobData; import marquez.service.models.Lineage; import marquez.service.models.LineageEvent.Dataset; import marquez.service.models.LineageEvent.JobFacet; diff --git a/build.gradle b/build.gradle index 1e41e103ec..3c7edbd4bd 100644 --- a/build.gradle +++ b/build.gradle @@ -73,6 +73,7 @@ subprojects { testImplementation "org.assertj:assertj-core:${assertjVersion}" testImplementation "org.junit.jupiter:junit-jupiter:${junit5Version}" testImplementation "org.mockito:mockito-core:${mockitoVersion}" + testImplementation "org.mockito:mockito-inline:${mockitoVersion}" testImplementation "org.mockito:mockito-junit-jupiter:${mockitoVersion}" testImplementation "org.projectlombok:lombok:${lombokVersion}" testAnnotationProcessor "org.projectlombok:lombok:${lombokVersion}" diff --git a/docker/metadata.json b/docker/metadata.json index 538775030a..e272caf0c1 100644 --- a/docker/metadata.json +++ b/docker/metadata.json @@ -3,7 +3,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "d46e465b-d358-4d32-83d4-df660ff614dd" + "runId": "d46e465b-d358-4d32-83d4-df660ff614dd", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -26,6 +34,11 @@ "namespace": "food_delivery", "name": "public.menus", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for menus." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -55,6 +68,12 @@ "description": "The description of the menu." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -77,7 +96,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "6f0c13a5-f29b-46a5-90c1-0ffbebbbd1aa" + "runId": "6f0c13a5-f29b-46a5-90c1-0ffbebbbd1aa", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -100,6 +127,11 @@ "namespace": "food_delivery", "name": "public.categories", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for categories." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -125,6 +157,12 @@ "description": "The description of the category." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -147,7 +185,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "e05901b1-3a06-4b98-8d9c-aaf188c9a28c" + "runId": "e05901b1-3a06-4b98-8d9c-aaf188c9a28c", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -170,6 +216,11 @@ "namespace": "food_delivery", "name": "public.menu_items", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for menu items." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -200,6 +251,12 @@ "description": "The description of the menu item." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -222,7 +279,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "a43a8523-349f-4296-807f-3354ac491990" + "runId": "a43a8523-349f-4296-807f-3354ac491990", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -245,6 +310,11 @@ "namespace": "food_delivery", "name": "public.orders", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for orders." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -280,6 +350,12 @@ "description": "The comment of the order." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -302,7 +378,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "ffba2c14-4170-48da-bec3-ab5fd4ec9a3f" + "runId": "ffba2c14-4170-48da-bec3-ab5fd4ec9a3f", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -343,6 +427,11 @@ "namespace": "food_delivery", "name": "public.orders_7_days", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for weekly orders." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -383,6 +472,12 @@ "description": "The ID of category related to the order." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -405,7 +500,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "182a9eaf-881a-4d49-860c-f7e260b8bf60" + "runId": "182a9eaf-881a-4d49-860c-f7e260b8bf60", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -428,6 +531,11 @@ "namespace": "food_delivery", "name": "public.customers", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for customers." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -473,6 +581,12 @@ "description": "The ID of the city related to the customer." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -495,7 +609,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "b7098939-87f0-4207-878f-dfd8e8804d8a" + "runId": "b7098939-87f0-4207-878f-dfd8e8804d8a", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -517,7 +639,17 @@ { "namespace": "food_delivery", "name": "public.order_status", + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "Loads order statues updates daily." + }, "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for order status." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -558,6 +690,12 @@ "description": "The ID of the driver related to the order status." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -580,7 +718,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "9f3db1c5-5e9a-4280-8184-18aca4592c77" + "runId": "9f3db1c5-5e9a-4280-8184-18aca4592c77", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -603,6 +749,11 @@ "namespace": "food_delivery", "name": "public.drivers", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for drivers." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -674,6 +825,12 @@ "description": "The license plate number of the car." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -696,7 +853,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "8ddfb1d9-415f-4850-bcd6-01d02f011abe" + "runId": "8ddfb1d9-415f-4850-bcd6-01d02f011abe", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -719,6 +884,11 @@ "namespace": "food_delivery", "name": "public.restaurants", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for restaurants." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -784,6 +954,12 @@ "description": "The description of the restaurant." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -806,7 +982,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "d5a2a4c4-fc78-428d-ae85-08c942ed8371" + "runId": "d5a2a4c4-fc78-428d-ae85-08c942ed8371", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -851,6 +1035,11 @@ "namespace": "food_delivery", "name": "public.delivery_7_days", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for weekly deliveries." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -922,6 +1111,12 @@ "description": "The ID of the driver related to the order." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -944,7 +1139,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "bd41a42a-bf18-4b74-9bb7-cd62637823d8" + "runId": "bd41a42a-bf18-4b74-9bb7-cd62637823d8", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -973,6 +1176,11 @@ "namespace": "food_delivery", "name": "public.top_delivery_times", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for top delivery times." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -1026,6 +1234,12 @@ "description": "The ID of the driver related to the order." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } }, @@ -1033,6 +1247,11 @@ "namespace": "food_delivery", "name": "public.discounts", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for discounts." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -1068,6 +1287,12 @@ "description": "An ISO-8601 timestamp representing the date/time the discount ends." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -1090,7 +1315,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "adc8507c-595e-4d76-9dac-be2bf0ffe1ee" + "runId": "adc8507c-595e-4d76-9dac-be2bf0ffe1ee", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", @@ -1123,6 +1356,11 @@ "namespace": "food_delivery", "name": "public.popular_orders_day_of_week", "facets": { + "documentation": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DocumentationDatasetFacet.json", + "description": "A table for popular orders by day of week." + }, "schema": { "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/SchemaDatasetFacet.json", @@ -1146,6 +1384,12 @@ "description": "The number of orders placed on day of week." } ] + }, + "dataSource": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DatasourceDatasetFacet.json", + "name": "food_delivery_db", + "uri": "postgres://food_delivery:food_delivery@postgres:5432/food_delivery" } } } @@ -1168,7 +1412,15 @@ "eventType": "START", "eventTime": "2020-02-22T22:42:42.000Z", "run": { - "runId": "3ab25429-cf9c-4d1d-9166-1e1946f9d3c3" + "runId": "3ab25429-cf9c-4d1d-9166-1e1946f9d3c3", + "facets": { + "nominalTime": { + "_producer": "https://github.com/MarquezProject/marquez/blob/main/docker/metadata.json", + "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/NominalTimeRunFacet.json", + "nominalStartTime": "2020-02-22T22:00:00.000Z", + "nominalEndTime": "2020-02-22T22:00:00.000Z" + } + } }, "job": { "namespace": "food_delivery", diff --git a/metadata.json b/metadata.json new file mode 100644 index 0000000000..9e5806f31f --- /dev/null +++ b/metadata.json @@ -0,0 +1 @@ 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