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SQL Change Data Capture

Open marceloboeira opened this issue 7 years ago • 17 comments

We have a project at the company I work where we connect to PgSQL using a logical replication slot to receive all data changes (insert, update, delete) for a configurable set of tables and stream data directly from the database to streams (in our case kinesis). We do that using PgSQL WAL.

That's used for multiple reasons, faning-out to an ES instance from multiple sources, metrics/statistics collection, as well as data-warehousing e.g.: using kinesis firehose...

So, we have implemented similar things to benthos, in regards to acknowledgement and sinks. Yet, since our code is also written in go, moving forward, it would be easier for us to contribute to benthos, by adding support to PgSQL, rather than re-implementing lots of things you have already created.

It could be an interesting addition, since we could stream either events and data from the database.

I would like to hear the maintainers opinion on this, if it's something you're interested in I could work on a PR base.

marceloboeira avatar Sep 03 '18 10:09 marceloboeira

Hey @marceloboeira, this sounds very similar to another MySQL based input we're looking at: https://github.com/Jeffail/benthos/pull/76

The current plan is to add it in as a plugin, the API for which is ready to use but some plumbing is still pending for generating configuration examples and documentation etc. I'd be interested in adding this as another plugin so your configuration would look something like this:

input:
  type: pgsql
  plugin:
    ... pgsql config fields here ...

If you can wait a few days for me to get the MySQL input merged you'll end up with a good example to base yours on.

Jeffail avatar Sep 03 '18 10:09 Jeffail

Blocked on: https://github.com/Jeffail/benthos/issues/83

Jeffail avatar Sep 03 '18 10:09 Jeffail

@marceloboeira I have an example plugin you can check out here: https://github.com/Jeffail/benthos/blob/feature/plugin-example/lib/input/plugins/mysql.go#L48

Let me know what you think of the RegisterPlugin and DocumentPlugin calls, it's fairly experimental right now so I'm looking for general feedback.

Jeffail avatar Sep 03 '18 18:09 Jeffail

Hey

I am trying to use Benthos to parse database logs ( WAL)...for Oracle, mySQL, PostreSQL

@marceloboeira I have an example plugin you can check out here: https://github.com/Jeffail/benthos/blob/feature/plugin-example/lib/input/plugins/mysql.go#L48

The link above is dead. "Shes dead jim, shes dead"

Let me know what you think of the RegisterPlugin and DocumentPlugin calls, it's fairly experimental right now so I'm looking for general feedback.

ghost avatar May 14 '19 08:05 ghost

Hey @gedw99, the plugin examples can now be found here: https://github.com/benthosdev/benthos-plugin-example, but there isn't one for WAL I'm afraid.

Jeffail avatar May 14 '19 09:05 Jeffail

I guess the WAL part we'll probably figure it out with wal-g and similars, and then have a plugin to hook it to benthos. Thanks @Jeffail for the update.

marceloboeira avatar May 14 '19 09:05 marceloboeira

thanks all for the update.

Yeah playing with the following stuff to do this over at https://github.com/14-bits/cdc. The plan is to get it working with benthos, but lots of database parsing to do first.

Playing around with these libs to do CDC ( Change Capture Control) of the databases to feed into Benthos.

https://github.com/xo/usql

  • universal sql parser.

https://github.com/wal-g/wal-g

  • postresql and mysql cdc wal parsing

https://github.com/moiot/gravity

  • mysql and tidb cdc wal parsing
  • uses kafka, but easy to add NATS

ghost avatar May 14 '19 09:05 ghost

Since this is a fairly high demand topic I'm repurposing this issue for a general revisit of SQL CDC within Benthos. CDC is handled very differently across databases and therefore we have two options:

  • Lean heavily into a generalized CDC connector library such as https://github.com/wal-g/wal-g, this would require a significant amount of work/collaboration in order to get the integration right. From Benthos we could expose this as a general sql_cdc input similar to the sql processor.
  • Have individual inputs per database such as postgresql_wal, allowing us to have a more granular configuration spec for each implementation.

Ideally I wouldn't want to burden the Benthos project with actively maintaining these inputs, and would therefore prefer to utilize a library that is intended to be consumed similar to a typical stream client library.

To start this one off I'd like for us to do another search for Go libraries in this space since a fair amount of time has passed.

Jeffail avatar Oct 08 '20 09:10 Jeffail

Think implementing CDC in Benthos would be a great step forward and it would attract new users. I was looking at some projects and here are some I liked:

  • https://github.com/ihippik/wal-listener
  • https://github.com/Nextdoor/pg-bifrost
  • https://github.com/hasura/pgdeltastream
  • https://github.com/jackc/pglogrepl

tomsej avatar Nov 23 '20 14:11 tomsej

Another repo to check out (from https://github.com/Jeffail/benthos/issues/570): https://github.com/tmc/pqstream

Jeffail avatar Nov 24 '20 23:11 Jeffail

I don't need support for this (yet), but did some quick digging and thought that mixing Benthos with https://github.com/prest/prest might be interesting.

mihaitodor avatar Feb 24 '21 12:02 mihaitodor

In the direction of per database connections, here is another lib that handles postgres logical decoding well: https://github.com/kyleconroy/pgoutput

I liked what pgdeltastream is doing as well.

Main difference between the two is pgoutput creates the replication slot with the plugin pgoutput, the standard logical replication decoder. While pgdeltastream uses the plugin wal2json, which has the benefit of being immediately human readable, but the downside is it needs to be installed (though many postgres providers like aws rds have it installed out of the box).

ekeric13 avatar Oct 21 '21 00:10 ekeric13

I've been testing out wal-listener quite extensively the last 24h. I think it would be an incredibly nice feature in benthos to have a similar interface.

jbergstroem avatar Apr 25 '24 17:04 jbergstroem

Also look at Conduit project and their postgres connector.

artemklevtsov avatar Apr 26 '24 02:04 artemklevtsov

Likewise conduit's vitess/mysql connector

https://github.com/conduitio-labs/conduit-connector-vitess

nickchomey avatar May 13 '24 15:05 nickchomey

Just stumbled upon this plugin that achieves something similar for postgres: https://github.com/usedatabrew/pg_stream_benthos

jbergstroem avatar Sep 17 '24 12:09 jbergstroem

Conduit is currently working on a mysql/mariadb connector, rather than need to use the vitess connector for mysql

https://github.com/conduitio-labs/conduit-connector-mysql

nickchomey avatar Sep 17 '24 13:09 nickchomey