Cache queries in Readyset
Once your application is sending SQL queries through Readyset, you can see which queries are cacheable. Queries can be cached in Readyset only once all tables have finished the initial snapshotting process.
Before attemping to cache a query, check Readyset's overall snapshotting progress by connecting a SQL shell to Readyset and running the following custom SQL command:
SHOW READYSET STATUS;
Look for the row labeled Snapshot Status
-- it shoud be either In Progress
or Completed
.
name | value
----------------+----------
Snapshot Status | Completed
(1 row)
Once you see the status is Completed
Readyset is ready to cache queries.
If you are unsure what queries to cache, you can run diagnostics with both Postgres and MySQL to ascertain costly queries.
0. Creating a Cache
It's important to note that Readyset sits between your application and your database. SQL traffic must pass through Readyset so
that it can cache desired queries. You can check to see that an application is successfully connected to Readyset
by using the Readyset shell and running the commands show proxied queries
(you should see queries) or show connections
(you should see two connections - one
being you in the Readyset shell and the other being your application).
Once you've identified queries that can benefit from caching with Readyset, use Readyset's custom SQL commands to check if the queries are supported and then to cache supported queries in Readyset.
1. Checking query support
To view all queries that Readyset has proxied to the upstream database and check if they can be cached in Readyset, connect to Readyset via the shell and run:
SHOW PROXIED QUERIES;
This command returns a virtual table with four columns:
- QueryID: A unique identifier for the query.
- Proxied Query: The text of the query being proxied.
- Readyset supported: Whether or not Readyset can cache the query.
- If the value is
pending
, check again until you seeyes
orno
. If the value remains pending for more than 15 seconds, the query is unsupported. - If the value is
yes
, Readyset can cache the query. - If the value is
no
, Readyset cannot cache the query.
- If the value is
- Count: The number of times Readyset has seen this query.
2. Cache queries
To cache a query, use:
CREATE CACHE [ALWAYS] [<name>] FROM <query>;
<name>
is optional. If a cache is not named, Readyset automatically assigns an identifier.<query>
is the full text of the query or the unique identifier (i.e.query id
) assigned to the query by Readyset, as seen in output ofSHOW PROXIED QUERIES
.ALWAYS
is optional. If a cached query is executed inside a transaction (e.g., due to an ORM), useALWAYS
to run the query against Readyset; otherwise, the query will be proxied to the upstream database with the rest of the transaction.
For example, to cache from the query SELECT "words".* FROM "words" WHERE ("words"."id" = $1) ORDER BY "words"."id" ASC
:
CREATE CACHE FROM SELECT "words".* FROM "words" WHERE ("words"."id" = $1) ORDER BY "words"."id" ASC;
You can also grab the query ID from show proxied queries
and use that identifier to cache a query.
For instance, running show proxied queries
shows this table:
query id | proxied query | readyset supported | count
--------------------+-----------------------------------------------+--------------------+-------
q_bb6bd342f17bd8cd | SELECT +| yes | 219
| * +| |
| FROM +| |
| "employees"."employee" +| |
| WHERE +| |
| ("last_name" = $1) | |
You can create a cache for the select
query above with its ID (q_bb6bd342f17bd8cd
) like so:
CREATE CACHE FROM q_bb6bd342f17bd8cd;
This makes it easier to create caches from a list of queries found in show proxied queries
.
3. View cached queries
To show all queries that have been cached, use:
SHOW CACHES;
To show a specific cached query, use:
SHOW CACHES where query_id = <query ID>;
This command returns a virtual table with 2 columns:
- Name: The name assigned to the query by the user, or the ID assigned to the query by Readyset.
- Query Text: The SQL source of the query. This is the canonical structure of the query, not the original SQL passed to Readyset.
4. Remove cached queries
To remove a cache from Readyset, use:
DROP CACHE <id>;
<id>
is either the name assigned to the query by the user or the ID assigned to the query by Readyset, as seen in the output ofSHOW CACHES
.
After removing a query from Readyset, any instances of this query will be proxied to the upstream database.