From e1c3998541f1e1a7f187313658ed01d38d30ee46 Mon Sep 17 00:00:00 2001 From: WanYixian Date: Wed, 20 Nov 2024 17:28:07 +0800 Subject: [PATCH 1/5] mark as public preview --- changelog/product-lifecycle.mdx | 1 + sql/commands/sql-create-source.mdx | 8 ++++++++ 2 files changed, 9 insertions(+) diff --git a/changelog/product-lifecycle.mdx b/changelog/product-lifecycle.mdx index 35b0adad..68168e13 100644 --- a/changelog/product-lifecycle.mdx +++ b/changelog/product-lifecycle.mdx @@ -22,6 +22,7 @@ Below is a list of all features in the public preview phase: | Feature name | Start version | | :-- | :-- | +| [Shared source](/sql/commands/sql-create-source/#shared-source) | 2.1 | | [ASOF join](/docs/current/query-syntax-join-clause/#asof-joins) | 2.1 | | [Partitioned Postgres CDC table](/docs/current/ingest-from-postgres-cdc/) | 2.1 | | [Map type](/docs/current/data-type-map/) | 2.0 | diff --git a/sql/commands/sql-create-source.mdx b/sql/commands/sql-create-source.mdx index c6b4b287..c413ea52 100644 --- a/sql/commands/sql-create-source.mdx +++ b/sql/commands/sql-create-source.mdx @@ -88,6 +88,14 @@ If Kafka is part of your technical stack, you can also use the Kafka connector i For complete step-to-step guides about ingesting MySQL and PostgreSQL data using both approaches, see [Ingest data from MySQL](/docs/current/ingest-from-mysql-cdc/) and [Ingest data from PostgreSQL](/docs/current/ingest-from-postgres-cdc/). +## Shared source + + +**PUBLIC PREVIEW** + +This feature is in the public preview stage, meaning it's nearing the final product but is not yet fully stable. If you encounter any issues or have feedback, please contact us through our [Slack channel](https://www.risingwave.com/slack). Your input is valuable in helping us improve the feature. For more information, see our [Public preview feature list](/product-lifecycle/#features-in-the-public-preview-stage). + + ## See also From a9aa5d6fa74de3955ef63b1d4c85020e71ae9fb1 Mon Sep 17 00:00:00 2001 From: WanYixian Date: Wed, 20 Nov 2024 18:11:13 +0800 Subject: [PATCH 2/5] add doc --- images/non-shared-source.png | Bin 0 -> 112300 bytes images/shared-source.png | Bin 0 -> 128517 bytes images/table-with-connectors.png | Bin 0 -> 117611 bytes sql/commands/sql-create-source.mdx | 65 +++++++++++++++++++++++++++++ 4 files changed, 65 insertions(+) create mode 100644 images/non-shared-source.png create mode 100644 images/shared-source.png create mode 100644 images/table-with-connectors.png diff --git a/images/non-shared-source.png b/images/non-shared-source.png new file mode 100644 index 0000000000000000000000000000000000000000..f86ee718396d711b4cb6b352a0658993cbd9579a GIT binary patch literal 112300 zcmeEucR1VO`)=scsj4V7T3XboQmbZbR;^k=Y^pZ3XG9mZ+p4{4lb9to(Lq{j3o1rQ 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z=9}DosLd$&u@zA}#r*Mp3n9xtT%=E=$c$**CB9mzR5_FD$-lReP)wtK{Qj`(nKOq< zb(=O!0s#;rt6wdn2&Q|Aihb}0M-W5!g+B%2!f0)1!5dWJ@V1z5t)vEiz>o?FAp^&%p~7XzynNtcIilfwj1TaGB%rRFUsHmBl!NA*!$hZsiT=6QJorN9hk z-jrzuDc(N=vOtRC4{tMF*h+%*hY5wd9PwEnGyWrM*(_&AX)Z17aS4#>6iy7GAXGfl z%VIy#XC`~ZC)->bQ%x|MvT=`(uv(Q+ff)}Y*krgl-X?x|yvyn&)T?RVFi}5TP z9IfO4_(k#G$K+|i!PNcTZ?wmB@c1JXsG@&CbXZQ`(sR-_pxV~c*wKAKKrS|?X~SGw z{8fss@rwK6$HA6|3-1leTBl)qU1LbkAcWMjQ1l`HwJ5x~vUPHY%7eD3Fr32@=N5V7 zP7;-vXzRNeSp~IQV4EETU;r9xDkJJ*tX0!4Hc(>w&vn%VHAVw)cuBBHX=}AU*5>l! zkr?pdC{ztP+4&du(DW+eibF+ULse;z598EIIjgaFUlG^ft^{Ms>kZOhN_0T^_L7al zXkrdrz{c8T2HV#7LULc(g>9tDRcJUI=dLHaZoW8WMI^c`!)*$N(dLQ%*U<2^C1#ZF zOSS0yU$rxt6^x=eIgvcY{|r@m **PUBLIC PREVIEW** This feature is in the public preview stage, meaning it's nearing the final product but is not yet fully stable. If you encounter any issues or have feedback, please contact us through our [Slack channel](https://www.risingwave.com/slack). Your input is valuable in helping us improve the feature. For more information, see our [Public preview feature list](/product-lifecycle/#features-in-the-public-preview-stage). +### Configure + +Shared source is enabled by default. You can also set the session variable `streaming_use_shared_source` to control whether to enable it. + +```sql +# change the config in the current session +SET streaming_use_shared_source=[true|false]; + +# change the default value of the session variable in the cluster +# (the current session is not affected) +ALTER SYSTEM SET streaming_use_shared_source=[true|false]; +``` + +To completely disable it at the cluster level, go to [`risingwave.toml`](https://github.com/risingwavelabs/risingwave/blob/main/src/config/example.toml#L146) configuration file, and set the `stream_enable_shared_source` to `false`. + +### Compared with non-shared source + +Previously, when creating a source using the CREATE SOURCE statement: + +1. No streaming jobs were created initially; the source existed only as metadata in the catalog. +2. When creating multiple materialized views on the same source, each materialized view spawned its own `SourceExecutor`, leading to: + - Increased resource usage: Each `SourceExecutor` consumed Kafka resources independently, adding pressure to both the Kafka broker and RisingWave. + - Potential inconsistencies: Independent `SourceExecutor` instances could result in different consumption progress, causing temporary inconsistencies when joining materialized views. + + + + + +With shared sources, when creating a source using the CREATE SOURCE statement: + +1. It will create a single SourceExecutor immediately. +2. All materialized views referencing the same source share the SourceExecutor, improving resource utilization and ensuring consistent data consumption. +3. When creating a materialized view, RisingWave backfills historical data from Kafka. The process blocks the DDL statement until backfill completes. This behavior can be configured using [SET BACKGROUND_DDL](/sql/commands/sql-set-background-ddl). + + +If external systems enforce retention policies or are not re-consumable, new materialized views may not backfill complete historical data. This can lead to inconsistencies with earlier materialized views. + +Use the [SHOW JOBS](/sql/commands/sql-show-jobs) command or monitor `Kafka Consumer Lag Size` in the Grafana dashboard (under `Streaming`) to track backfill progress. + + + + + +### Compared with table + +A CREATE TABLE statement can provide similar benefits to shared sources but includes data persistence. + +For table with connector, downstream materialized views backfill historical data from the table instead of external sources, which may be more efficient and cause less pressure to the external system. This also gives table stronger consistency guarantee, as historical data will be ensured to be present. + +Tables offer other features that enhance their utility in data ingestion workflows. See [Table with connectors](/ingestion/overview#table-with-connectors). + + + + + + +**LIMITATION** + +Currently, shared source is only applicable to Kafka sources. Other sources are unaffected. + +Shared sources do not support `ALTER SOURCE`. Use non-shared sources if you require this functionality. + + ## See also From 1fd596fb6f3cebb7da75f7e77d7119f7240c5c47 Mon Sep 17 00:00:00 2001 From: WanYixian Date: Thu, 21 Nov 2024 16:44:19 +0800 Subject: [PATCH 3/5] revision --- sql/commands/sql-create-source.mdx | 37 ++++++++++++++++++------------ 1 file changed, 22 insertions(+), 15 deletions(-) diff --git a/sql/commands/sql-create-source.mdx b/sql/commands/sql-create-source.mdx index 530d61a3..1b4f7189 100644 --- a/sql/commands/sql-create-source.mdx +++ b/sql/commands/sql-create-source.mdx @@ -115,35 +115,42 @@ To completely disable it at the cluster level, go to [`risingwave.toml`](https:/ ### Compared with non-shared source -Previously, when creating a source using the CREATE SOURCE statement: +With non-shared sources, when using the `CREATE SOURCE` statement: +- No streaming jobs would be instantiated. A source is just a set of metadata stored in the catalog. +- Only when a materialized view references the source, a `SourceExecutor` will be created to start the process of data ingestion. -1. No streaming jobs were created initially; the source existed only as metadata in the catalog. -2. When creating multiple materialized views on the same source, each materialized view spawned its own `SourceExecutor`, leading to: - - Increased resource usage: Each `SourceExecutor` consumed Kafka resources independently, adding pressure to both the Kafka broker and RisingWave. - - Potential inconsistencies: Independent `SourceExecutor` instances could result in different consumption progress, causing temporary inconsistencies when joining materialized views. +This leads to increased resource usage and potential inconsistencies: +- Each `SourceExecutor` consumed Kafka resources independently, adding pressure to both the Kafka broker and RisingWave. +- Independent `SourceExecutor` instances could result in different consumption progress, causing temporary inconsistencies when joining materialized views. -With shared sources, when creating a source using the CREATE SOURCE statement: +With shared sources, when using the `CREATE SOURCE` statement: +- It will instantiate a single `SourceExecutor` immediately. +- All materialized views referencing the same source share the `SourceExecutor`. +- The downstream materialized views will only forwards data from the upstream sources, instead of consuming from Kafka independently. -1. It will create a single SourceExecutor immediately. -2. All materialized views referencing the same source share the SourceExecutor, improving resource utilization and ensuring consistent data consumption. -3. When creating a materialized view, RisingWave backfills historical data from Kafka. The process blocks the DDL statement until backfill completes. This behavior can be configured using [SET BACKGROUND_DDL](/sql/commands/sql-set-background-ddl). - - -If external systems enforce retention policies or are not re-consumable, new materialized views may not backfill complete historical data. This can lead to inconsistencies with earlier materialized views. - -Use the [SHOW JOBS](/sql/commands/sql-show-jobs) command or monitor `Kafka Consumer Lag Size` in the Grafana dashboard (under `Streaming`) to track backfill progress. +This improves resource utilization and consistency. +When creating a materialized view, RisingWave backfills historical data from Kafka. The process blocks the DDL statement until backfill completes. + +- To configure this behavior, use the [SET BACKGROUND_DDL](/sql/commands/sql-set-background-ddl) command. This is similar to the backfilling procedure when creating a materialized view on tables and materialized views. + +- To monitoring backfill progress, use the [SHOW JOBS](/sql/commands/sql-show-jobs) command or check `Kafka Consumer Lag Size` in the Grafana dashboard (under `Streaming`). + + +If you set up a retention policy or if the external system can only be accessed once (like message queues), and the data is no longer available, any newly created materialized views won’t be able to backfill the complete historical data. This can lead to inconsistencies with earlier materialized views. + + ### Compared with table -A CREATE TABLE statement can provide similar benefits to shared sources but includes data persistence. +A `CREATE TABLE` statement can provide similar benefits to shared sources, except that it needs to persist all consumed data. For table with connector, downstream materialized views backfill historical data from the table instead of external sources, which may be more efficient and cause less pressure to the external system. This also gives table stronger consistency guarantee, as historical data will be ensured to be present. From 054f11ea4e4bd84c7f9b863a0288b33a5fdbe274 Mon Sep 17 00:00:00 2001 From: IrisWan <150207222+WanYixian@users.noreply.github.com> Date: Fri, 22 Nov 2024 09:42:13 +0800 Subject: [PATCH 4/5] Update sql/commands/sql-create-source.mdx Co-authored-by: Eric Fu Signed-off-by: IrisWan <150207222+WanYixian@users.noreply.github.com> --- sql/commands/sql-create-source.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sql/commands/sql-create-source.mdx b/sql/commands/sql-create-source.mdx index 1b4f7189..59febf50 100644 --- a/sql/commands/sql-create-source.mdx +++ b/sql/commands/sql-create-source.mdx @@ -117,7 +117,7 @@ To completely disable it at the cluster level, go to [`risingwave.toml`](https:/ With non-shared sources, when using the `CREATE SOURCE` statement: - No streaming jobs would be instantiated. A source is just a set of metadata stored in the catalog. -- Only when a materialized view references the source, a `SourceExecutor` will be created to start the process of data ingestion. +- Only when a materialized view or sink references the source, a `SourceExecutor` will be created to start the process of data ingestion. This leads to increased resource usage and potential inconsistencies: - Each `SourceExecutor` consumed Kafka resources independently, adding pressure to both the Kafka broker and RisingWave. From 340a5f8f63cbc49e87b7ed84352654f8721a2c41 Mon Sep 17 00:00:00 2001 From: IrisWan <150207222+WanYixian@users.noreply.github.com> Date: Fri, 22 Nov 2024 09:42:21 +0800 Subject: [PATCH 5/5] Update sql/commands/sql-create-source.mdx Co-authored-by: Eric Fu Signed-off-by: IrisWan <150207222+WanYixian@users.noreply.github.com> --- sql/commands/sql-create-source.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sql/commands/sql-create-source.mdx b/sql/commands/sql-create-source.mdx index 59febf50..c0954bda 100644 --- a/sql/commands/sql-create-source.mdx +++ b/sql/commands/sql-create-source.mdx @@ -163,7 +163,7 @@ Tables offer other features that enhance their utility in data ingestion workflo **LIMITATION** -Currently, shared source is only applicable to Kafka sources. Other sources are unaffected. +Currently, shared source is only applicable to Kafka sources. Other sources are unaffected. We plan to gradually upgrade other sources to the be shared as well in the future. Shared sources do not support `ALTER SOURCE`. Use non-shared sources if you require this functionality.