-
Notifications
You must be signed in to change notification settings - Fork 2.4k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
[HUDI-3730][RFC-55] Improve hudi-sync classes design and simplify con…
…figs (#5695) * [HUDI-4146] RFC for Improve Hive/Meta sync class design and hierarchies Co-authored-by: jian.feng <jian.feng@shopee.com> Co-authored-by: Raymond Xu <2701446+xushiyan@users.noreply.github.com>
- Loading branch information
1 parent
046044c
commit 63f95ab
Showing
3 changed files
with
157 additions
and
0 deletions.
There are no files selected for viewing
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,157 @@ | ||
<!-- | ||
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. | ||
--> | ||
# RFC-55: Improve hudi-sync classes design and simplify configs | ||
|
||
## Proposers | ||
|
||
- @<proposer1 @fengjian428> | ||
- @<proposer2 @xushiyan> | ||
|
||
## Approvers | ||
|
||
- @<approver1 @vinothchandar> | ||
- @<approver2 @codope> | ||
|
||
## Status | ||
|
||
JIRA: [HUDI-3730](https://issues.apache.org/jira/browse/HUDI-3730) | ||
|
||
## Abstract | ||
|
||
![hudi-sync-flows.png](hudi-sync-flows.png) | ||
|
||
Hudi support sync to various metastores via different processing framework like Spark, Flink, and Kafka connect. | ||
|
||
There are some room for improvement | ||
|
||
* The way to generate Sync configs are inconsistent in different framework | ||
* The abstraction of SyncClasses was designed for HiveSync, hence there are duplicated code, unused method, and parameters. | ||
|
||
We need a standard way to run hudi sync. We also need a unified abstraction of XXXSyncTool , XXXSyncClient and XXXSyncConfig to handle supported metastores, like hive metastore, bigquery, datahub, etc. | ||
|
||
## Classes design | ||
|
||
![hudi-sync-class-diagram.png](hudi-sync-class-diagram.png) | ||
|
||
Below are the proposed key classes to handle the main sync logic. They are extensible for different metastores. | ||
|
||
### `HoodieSyncTool` | ||
|
||
*Renamed from `AbstractSyncTool`.* | ||
|
||
```java | ||
public abstract class HoodieSyncTool implements AutoCloseable { | ||
|
||
protected HoodieSyncClient syncClient; | ||
|
||
/** | ||
* Sync tool class is the entrypoint to run meta sync. | ||
* | ||
* @param props A bag of properties passed by users. It can contain all hoodie.* and any other config. | ||
* @param hadoopConf Hadoop specific configs. | ||
*/ | ||
public HoodieSyncTool(Properties props, Configuration hadoopConf); | ||
|
||
public abstract void syncHoodieTable(); | ||
|
||
public static void main(String[] args) { | ||
// instantiate HoodieSyncConfig and concrete sync tool, and run sync. | ||
} | ||
} | ||
``` | ||
|
||
### `HoodieSyncConfig` | ||
|
||
```java | ||
public class HoodieSyncConfig extends HoodieConfig { | ||
|
||
public static class HoodieSyncConfigParams { | ||
// POJO class to take command line parameters | ||
@Parameter() | ||
private String basePath; // common essential parameters | ||
|
||
public Properties toProps(); | ||
} | ||
|
||
/** | ||
* XXXSyncConfig is meant to be created and used by XXXSyncTool exclusively and internally. | ||
* | ||
* @param props passed from XXXSyncTool. | ||
* @param hadoopConf passed from XXXSyncTool. | ||
*/ | ||
public HoodieSyncConfig(Properties props, Configuration hadoopConf); | ||
} | ||
|
||
public class HiveSyncConfig extends HoodieSyncConfig { | ||
|
||
public static class HiveSyncConfigParams { | ||
|
||
@Parameter() | ||
private String syncMode; | ||
|
||
// delegate common parameters to other XXXParams class | ||
// this overcomes single-inheritance's inconvenience | ||
// see https://jcommander.org/#_parameter_delegates | ||
@ParametersDelegate() | ||
private HoodieSyncConfigParams hoodieSyncConfigParams = new HoodieSyncConfigParams(); | ||
|
||
public Properties toProps(); | ||
} | ||
|
||
public HoodieSyncConfig(Properties props); | ||
} | ||
``` | ||
|
||
### `HoodieSyncClient` | ||
|
||
*Renamed from `AbstractSyncHoodieClient`.* | ||
|
||
```java | ||
public abstract class HoodieSyncClient implements AutoCloseable { | ||
// metastore-agnostic APIs | ||
} | ||
``` | ||
|
||
## Config simplification | ||
|
||
- rename all sync related configs to suffix as `hoodie.sync.*` | ||
- no more `hoodie.meta.sync.*` or `hoodie.meta_sync.*` | ||
- no more variable name or class name like `metaSyncEnabled` or `metaSyncTool`; standardize as `hoodieSync*` to align with module name `hudi-sync` | ||
- remove all sync related option constants from `DataSourceOptions` | ||
- `database` and `table` should not be required by sync tool; they should be inferred from table properties | ||
- users should not need to set PartitionValueExtractor; partition values should be inferred automatically | ||
- remove `USE_JDBC` and fully adopt `SYNC_MODE` | ||
- remove `HIVE_SYNC_ENDABLED` and related arguments from sync tools and delta streamers. Use `SYNC_ENABLED` | ||
- migrate repeated sync config to original config | ||
- `META_SYNC_BASE_FILE_FORMAT` -> `org.apache.hudi.common.table.HoodieTableConfig.BASE_FILE_FORMAT` | ||
- `META_SYNC_PARTITION_FIELDS` -> `org.apache.hudi.common.table.HoodieTableConfig.PARTITION_FIELDS` | ||
- `META_SYNC_ASSUME_DATE_PARTITION` -> `org.apache.hudi.common.config.HoodieMetadataConfig.ASSUME_DATE_PARTITIONING` | ||
- `META_SYNC_DECODE_PARTITION` -> `org.apache.hudi.common.table.HoodieTableConfig.URL_ENCODE_PARTITIONING` | ||
- `META_SYNC_USE_FILE_LISTING_FROM_METADATA` -> `org.apache.hudi.common.config.HoodieMetadataConfig.ENABLE` | ||
|
||
## Rollout/Adoption Plan | ||
|
||
- Users who set `USE_JDBC` will need to change to set `SYNC_MODE=jdbc` | ||
- Users who set `--enable-hive-sync` or `HIVE_SYNC_ENABLED` will need to drop the argument or config and change to `--enable-sync` or `SYNC_ENABLED`. | ||
- Users who import from `DataSourceOptions` for meta sync constants will need to import relevant configs from `HoodieSyncConfig` and subclasses. | ||
- Users who set `AwsGlueCatalogSyncTool` as sync tool class need to update the class name to `AWSGlueCatalogSyncTool` | ||
|
||
## Test Plan | ||
|
||
- CI covers most operations for Hive sync with HMS | ||
- end-to-end testing with setup for Glue Catalog, BigQuery, DataHub instance | ||
- manual testing with partitions added and removed |