druid/docs/design/metadata-storage.md

176 lines
6.8 KiB
Markdown
Raw Normal View History

---
id: metadata-storage
title: "Metadata storage"
---
<!--
~ Licensed to the Apache Software Foundation (ASF) under one
~ or more contributor license agreements. See the NOTICE file
~ distributed with this work for additional information
~ regarding copyright ownership. The ASF licenses this file
~ to you under the Apache License, Version 2.0 (the
~ "License"); you may not use this file except in compliance
~ with the License. You may obtain a copy of the License at
~
~ http://www.apache.org/licenses/LICENSE-2.0
~
~ Unless required by applicable law or agreed to in writing,
~ software distributed under the License is distributed on an
~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
~ KIND, either express or implied. See the License for the
~ specific language governing permissions and limitations
~ under the License.
-->
Apache Druid relies on an external dependency for metadata storage.
Druid uses the metadata store to house various metadata about the system, but not to store the actual data.
The metadata store retains all metadata essential for a Druid cluster to work.
The metadata store includes the following:
- Segments records
- Rule records
- Configuration records
- Task-related tables
- Audit records
Derby is the default metadata store for Druid, however, it is not suitable for production.
[MySQL](../development/extensions-core/mysql.md) and [PostgreSQL](../development/extensions-core/postgresql.md) are more production suitable metadata stores.
See [Metadata storage configuration](../configuration/index.md#metadata-storage) for the default configuration settings.
2015-08-21 16:17:01 -04:00
:::info
We also recommend you set up a high availability environment because there is no way to restore lost metadata.
:::
2015-08-21 16:17:01 -04:00
## Available metadata stores
Druid supports Derby, MySQL, and PostgreSQL for storing metadata.
To avoid issues with upgrades that require schema changes to a large metadata table, consider a metadata store version that supports instant ADD COLUMN semantics.
See the database-specific docs for guidance on versions.
### MySQL
See [mysql-metadata-storage extension documentation](../development/extensions-core/mysql.md).
### PostgreSQL
See [postgresql-metadata-storage](../development/extensions-core/postgresql.md).
### Derby
:::info
For production clusters, consider using MySQL or PostgreSQL instead of Derby.
:::
Configure metadata storage with Derby by setting the following properties in your Druid configuration.
```properties
druid.metadata.storage.type=derby
druid.metadata.storage.connector.connectURI=jdbc:derby://localhost:1527//opt/var/druid_state/derby;create=true
```
## Adding custom DBCP properties
You can add custom properties to customize the database connection pool (DBCP) for connecting to the metadata store.
Define these properties with a `druid.metadata.storage.connector.dbcp.` prefix.
For example:
```properties
druid.metadata.storage.connector.dbcp.maxConnLifetimeMillis=1200000
druid.metadata.storage.connector.dbcp.defaultQueryTimeout=30000
```
Certain properties cannot be set through `druid.metadata.storage.connector.dbcp.` and must be set with the prefix `druid.metadata.storage.connector.`:
* `username`
* `password`
* `connectURI`
* `validationQuery`
* `testOnBorrow`
See [BasicDataSource Configuration](https://commons.apache.org/proper/commons-dbcp/configuration) for a full list of configurable properties.
## Metadata storage tables
2015-07-28 14:36:48 -04:00
This section describes the various tables in metadata storage.
### Segments table
This is dictated by the `druid.metadata.storage.tables.segments` property.
Reconcile terminology and method naming to 'used/unused segments'; Rename MetadataSegmentManager to MetadataSegmentsManager (#7306) * Reconcile terminology and method naming to 'used/unused segments'; Don't use terms 'enable/disable data source'; Rename MetadataSegmentManager to MetadataSegments; Make REST API methods which mark segments as used/unused to return server error instead of an empty response in case of error * Fix brace * Import order * Rename withKillDataSourceWhitelist to withSpecificDataSourcesToKill * Fix tests * Fix tests by adding proper methods without interval parameters to IndexerMetadataStorageCoordinator instead of hacking with Intervals.ETERNITY * More aligned names of DruidCoordinatorHelpers, rename several CoordinatorDynamicConfig parameters * Rename ClientCompactTaskQuery to ClientCompactionTaskQuery for consistency with CompactionTask; ClientCompactQueryTuningConfig to ClientCompactionTaskQueryTuningConfig * More variable and method renames * Rename MetadataSegments to SegmentsMetadata * Javadoc update * Simplify SegmentsMetadata.getUnusedSegmentIntervals(), more javadocs * Update Javadoc of VersionedIntervalTimeline.iterateAllObjects() * Reorder imports * Rename SegmentsMetadata.tryMark... methods to mark... and make them to return boolean and the numbers of segments changed and relay exceptions to callers * Complete merge * Add CollectionUtils.newTreeSet(); Refactor DruidCoordinatorRuntimeParams creation in tests * Remove MetadataSegmentManager * Rename millisLagSinceCoordinatorBecomesLeaderBeforeCanMarkAsUnusedOvershadowedSegments to leadingTimeMillisBeforeCanMarkAsUnusedOvershadowedSegments * Fix tests, refactor DruidCluster creation in tests into DruidClusterBuilder * Fix inspections * Fix SQLMetadataSegmentManagerEmptyTest and rename it to SqlSegmentsMetadataEmptyTest * Rename SegmentsAndMetadata to SegmentsAndCommitMetadata to reduce the similarity with SegmentsMetadata; Rename some methods * Rename DruidCoordinatorHelper to CoordinatorDuty, refactor DruidCoordinator * Unused import * Optimize imports * Rename IndexerSQLMetadataStorageCoordinator.getDataSourceMetadata() to retrieveDataSourceMetadata() * Unused import * Update terminology in datasource-view.tsx * Fix label in datasource-view.spec.tsx.snap * Fix lint errors in datasource-view.tsx * Doc improvements * Another attempt to please TSLint * Another attempt to please TSLint * Style fixes * Fix IndexerSQLMetadataStorageCoordinator.createUsedSegmentsSqlQueryForIntervals() (wrong merge) * Try to fix docs build issue * Javadoc and spelling fixes * Rename SegmentsMetadata to SegmentsMetadataManager, address other comments * Address more comments
2020-01-27 14:24:29 -05:00
This table stores metadata about the segments that should be available in the system. (This set of segments is called
"used segments" elsewhere in the documentation and throughout the project.) The table is polled by the
[Coordinator](../design/coordinator.md) to determine the set of segments that should be available for querying in the
system. The table has two main functional columns, the other columns are for indexing purposes.
Value 1 in the `used` column means that the segment should be "used" by the cluster (i.e., it should be loaded and
available for requests). Value 0 means that the segment should not be loaded into the cluster. We do this as a means of
unloading segments from the cluster without actually removing their metadata (which allows for simpler rolling back if
that is ever an issue). The `used` column has a corresponding `used_status_last_updated` column which denotes the time
when the `used` status of the segment was last updated. This information can be used by the Coordinator to determine if
Add a configurable bufferPeriod between when a segment is marked unused and deleted by KillUnusedSegments duty (#12599) * Add new configurable buffer period to create gap between mark unused and kill of segment * Changes after testing * fixes and improvements * changes after initial self review * self review changes * update sql statement that was lacking last_used * shore up some code in SqlMetadataConnector after self review * fix derby compatibility and improve testing/docs * fix checkstyle violations * Fixes post merge with master * add some unit tests to improve coverage * ignore test coverage on new UpdateTools cli tool * another attempt to ignore UpdateTables in coverage check * change column name to used_flag_last_updated * fix a method signature after column name switch * update docs spelling * Update spelling dictionary * Fixing up docs/spelling and integrating altering tasks table with my alteration code * Update NULL values for used_flag_last_updated in the background * Remove logic to allow segs with null used_flag_last_updated to be killed regardless of bufferPeriod * remove unneeded things now that the new column is automatically updated * Test new background row updater method * fix broken tests * fix create table statement * cleanup DDL formatting * Revert adding columns to entry table by default * fix compilation issues after merge with master * discovered and fixed metastore inserts that were breaking integration tests * fixup forgotten insert by using pattern of sharing now timestamp across columns * fix issue introduced by merge * fixup after merge with master * add some directions to docs in the case of segment table validation issues
2023-08-17 20:32:51 -04:00
a segment is a candidate for deletion (if automated segment killing is enabled).
The `payload` column stores a JSON blob that has all of the metadata for the segment.
Some of the data in the `payload` column intentionally duplicates data from other columns in the segments table.
As an example, the `payload` column may take the following form:
2016-02-04 14:53:09 -05:00
```json
{
"dataSource":"wikipedia",
"interval":"2012-05-23T00:00:00.000Z/2012-05-24T00:00:00.000Z",
"version":"2012-05-24T00:10:00.046Z",
2016-02-04 14:53:09 -05:00
"loadSpec":{
"type":"s3_zip",
"bucket":"bucket_for_segment",
"key":"path/to/segment/on/s3"
},
"dimensions":"comma-delimited-list-of-dimension-names",
"metrics":"comma-delimited-list-of-metric-names",
"shardSpec":{"type":"none"},
"binaryVersion":9,
"size":size_of_segment,
"identifier":"wikipedia_2012-05-23T00:00:00.000Z_2012-05-24T00:00:00.000Z_2012-05-23T00:10:00.046Z"
}
```
### Rule table
The rule table stores the various rules about where segments should
land. These rules are used by the [Coordinator](../design/coordinator.md)
2015-08-21 16:17:01 -04:00
when making segment (re-)allocation decisions about the cluster.
### Config table
The config table stores runtime configuration objects. We do not have
2015-08-21 16:17:01 -04:00
many of these yet and we are not sure if we will keep this mechanism going
forward, but it is the beginnings of a method of changing some configuration
parameters across the cluster at runtime.
### Task-related tables
Task-related tables are created and used by the [Overlord](../design/overlord.md) and [MiddleManager](../design/middlemanager.md) when managing tasks.
### Audit table
The audit table stores the audit history for configuration changes
such as rule changes done by [Coordinator](../design/coordinator.md) and other
2015-08-21 16:17:01 -04:00
config changes.
## Metadata storage access
Only the following processes access the metadata storage:
1. Indexing service processes (if any)
2. Realtime processes (if any)
3. Coordinator processes
Thus you need to give permissions (e.g., in AWS security groups) for only these machines to access the metadata storage.
2016-02-04 14:53:09 -05:00
## Learn more
2016-02-04 14:53:09 -05:00
See the following topics for more information:
* [Metadata storage configuration](../configuration/index.md#metadata-storage)
* [Automated cleanup for metadata records](../operations/clean-metadata-store.md)
2016-02-04 14:53:09 -05:00