metabase-athena-driver
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Connection to multiple catalogs not supported
I have made a connection using the driver in metabase but it showing me all the database and tables in default AwsDataCatalog.
I have created other catalogs also in athena using hive metastore but that is not visible in metabase. How can i specify catalog name that i want to connect.
Multiple catalogs weren't a thing when I first wrote the driver, so I think I have to dig into how multiple catalogs/schemas are supported in Metabase and see how I could do the same here. It should be feasible, but this will remain on the backlog for now as you can write native SQL queries to access other catalogs as a workaround.
Hi, how are you? Do you have any predictions, or any tips on how to make this improvement?
I looked into this a little bit more today. As noted in this comment, I previously tried using the Catalog
and MetadataRetrievalMethod
properties to see if it would work, but didn't have success.
I've learned a bit more since then:
-
MetadataRetrievalMethod
will return the extra catalogs, but the existing code can't handle them. - In order to support federated queries, I had to add a new
EXTERNAL
table type to theget-tables
method -
Catalog
setting could help but I believe it only sets the default catalog for actual queries, not database/table metadata
In order to make this feasible, a rewrite to the entire set of table metadata methods is required starting from driver/describe-database
. A few notes on that:
-
fast-active-tables
will list all the catalogs, but when passing the schema/database names toget-tables
, it ignores the catalog name that is returned by the API. -
fast-active-tables
can take a catalog name, but we currently just pass in "nil" - Even if we did pass in a catalog name, say via a connection parameter,
describe-table
still needs to be rewritten to handle that.
I was able to manage to get it to "mostly" work (DB sync worked, tables and columns showed up, and I could query the table) by hardcoding in a catalog name in driver/describe-database
and driver/describe-table
, so that's promising.
That leaves a couple options:
- Add a connection parameter to specify a different catalog then the default
- Low effort, but I need to figure out how to get the catalog name to the
describe-table
method
- Low effort, but I need to figure out how to get the catalog name to the
- "Truly" support multiple catalogs
- high effort, full rewrite
That said, I certainly don't have the bandwidth for the second option. I'll look into the first a little bit more to see if it's feasible. It would be nice to be able to at least query different catalogs.
I've looked into adding a connection parameter for a different catalog and have been able to make it work! 🙌
If you're interested in testing it out, leave a 👍 reaction here and I'll make a test release. Otherwise, I'll probably wrap it up into the next big release.
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I am actually surprisingly close to making multiple catalogs work as well, but still a bit harder. :)
Hi @dacort. This plugin is pretty awesome. I'll be happy to help you by testing multiple catalogs. Where can I find the testing release?
Hi @pmoralesp - after chatting with the MB team, I don't think multiple catalogs is an option (due to no way to show it in the UI). But I could potentially wrap up the option to specify a non-default catalog and upload a release. Let me know if that's still of interest.
That would be very usefull!!. I tried with Catalog=<non_default_catalog>
as "Additional Athena connection string options", but doesn't worked.
Yea, there was a lot of extra work in the core of the driver I had to change to support a different catalog. I'll see if I can clean it up and get something out by next week.
@pmoralesp I've built an image that can be used to test this out. You can run it with Docker with the following command:
docker run -p 3000:3000 ghcr.io/dacort/metabase-athena-driver:sha-4814b40
When you go to setup Athena, there should be a new "Catalog" option. Just enter the name of your additional catalog (or as it's shown in the Athena console, data source).
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In addition, I've moved the access key and secret credentials behind a toggle box as in a production environments, folks should be using Instance profile credentials.
Feel free to give it a shot and post here if you have any issues.
It works like a charm! First try and I be able to retrive ~60 tables from DynamoDB through Athena. Thanks @dacort
Specific catalogs can now be selected as part of the v1.5.0 release. Also closing as part of cleanup now that Athena is officially supported by Metabase.