In the previous blog post, we covered our story of migrating a giant database of almost 11 TB. Here comes the last part of the series—making Ruby on Rails applications work with RDS Proxy.
Why use RDS Proxy in the first place?
Before migration, we were using PgBouncer. We hosted multiple databases (for multiple applications) per cluster, and it was often the case that a single application required 300 or even 400 hundred connections alone. Hence, the connection pooler was a natural solution to the issues we had. We were really happy with it as it was simple to integrate with, and it did the job, yet we decided not to use PgBouncer anymore as AWS does not offer it as a managed service, and the entire point of migration was to not self-host database anymore. We were left then with RDS Proxy as the only available solution. It looked pretty straightforward to add, and since it was the dedicated option for RDS, we expected that things would work out-of-box, assuming that we keep the same config as for PgBouncer (which mainly was disabling prepared statements and using transaction-level advisory locks over session level ones). Well, it turned out that we were wrong.
First issues with RDS Proxy
After trying out the RDS Proxy with the first application, it looked like the connection pooling did not work. When inspecting logs, we saw tons of warnings that looked like this:
The client session was pinned to the database connection [dbConnection=1189232136] for the remainder of the session. The proxy can't reuse this connection until the session ends. Reason: SQL changed session settings that the proxy doesn't track. Consider moving session configuration to the proxy's initialization query. Digest: "set client_encoding to $1".
Connection pinning means that the connection cannot be reused, which explains why it looked like the proxy didn't work, especially since the problem was the initialization query.
Thanks to some available articles and existing Github issues, we figured out that we needed to move some config parts from the pg gem and Rails Postgres adapter to the RDS Proxy initialization query. "Moving" meant some heavy-monkey patching and adjusting some surprising low-level config and setting Encoding.default_internal to a nil value, which pg gem depends on. However, it seems like the issue was fixed in pg 1.5.4, so making sure the gem is up-to-date will help avoid the problem.
Fixing RDS Proxy - getting it right with the initialization query
We started addressing the issue one warning at at time, and it turned out that we had to adjust a couple of config parameters:
- client_encoding - the one that was set in pg gem based on the Encoding.default_internal
- statement_timeout - we used it as the extra config in database.yml, so we had to make sure that none of the variables were applied
- intervalstyle - this one had to be adjusted in ActiveRecord::ConnectionAdapters::PostgreSQLAdapter
- client_min_messages - same as above, we had to monkeypatch ActiveRecord::ConnectionAdapters::PostgreSQLAdapter and remove it
- standard_conforming_strings - same as above
- timezone again, same as above
This is what the final init_query looked like:
init_query = "SET client_encoding TO unicode; SET statement_timeout TO 300000; SET intervalstyle TO iso_8601; SET client_min_messages TO warning; SET standard_conforming_strings TO on; SET timezone TO utc"
And it solved most of the issues!
The remaining issue that we didn't address
There was only one problem remaining:
2023-09-06T08:28:13.685Z [WARN] [proxyEndpoint=default] [clientConnection=51706963] The client session was pinned to the database connection [dbConnection=973587044] for the remainder of the session. The proxy can't reuse this connection until the session ends. Reason: The connection ran a SQL query which exceeded the 16384 byte limit.
Unfortunately, there was no easy solution to that problem as it is a known limitation of RDS Proxy. However, the number of database connections was acceptable for us, so we stopped at this point.
The final config for Rails applications
We've put everything into the single initializer and added some extra ENV variables for the more straightforward release and potential rollback if something goes wrong.
# frozen_string_literal: true
return unless ENV.fetch("APPLY_CONFIG_FOR_RDS_PROXY", "false") == "true"
Encoding.default_internal = nil # for pg version >= 1.5.4 it's not necessary
class ActiveRecord::ConnectionAdapters::PostgreSQLAdapter
private
def exec_no_cache(sql, name, binds, async: false)
materialize_transactions
mark_transaction_written_if_write(sql)
# make sure we carry over any changes to ActiveRecord.default_timezone that have been
# made since we established the connection
update_typemap_for_default_timezone
type_casted_binds = type_casted_binds(binds)
log(sql, name, binds, type_casted_binds, async:) do
ActiveSupport::Dependencies.interlock.permit_concurrent_loads do
# -- monkeypatch --
# to use async_exec instead of exec_params if prepared statements are disabled
if ActiveRecord::Base.connection_db_config.configuration_hash.fetch(:prepared_statements, "true").to_s == "true"
Retryable.perform(times: 3, errors: [PG::ConnectionBad, PG::ConnectionException], before_retry: ->(_) { reconnect! }) do
@connection.exec_params(sql, type_casted_binds)
end
else
Retryable.perform(times: 3, errors: [PG::ConnectionBad, PG::ConnectionException], before_retry: ->(_) { reconnect! }) do
@connection.exec(sql)
end
end
# -- end of monkeypatch --
end
end
end
protected
def configure_connection
# if @config[:encoding]
# @connection.set_client_encoding(@config[:encoding])
# end
# self.client_min_messages = @config[:min_messages] || "warning"
self.schema_search_path = @config[:schema_search_path] || @config[:schema_order]
#
# # Use standard-conforming strings so we don't have to do the E'...' dance.
# set_standard_conforming_strings
#
# variables = @config.fetch(:variables, {}).stringify_keys
#
# # If using Active Record's time zone support configure the connection to return
# # TIMESTAMP WITH ZONE types in UTC.
# unless variables["timezone"]
# if ActiveRecord::Base.default_timezone == :utc
# variables["timezone"] = "UTC"
# elsif @local_tz
# variables["timezone"] = @local_tz
# end
# end
#
# # Set interval output format to ISO 8601 for ease of parsing by ActiveSupport::Duration.parse
# execute("SET intervalstyle = iso_8601", "SCHEMA")
#
# # SET statements from :variables config hash
# # https://www.postgresql.org/docs/current/static/sql-set.html
# variables.map do |k, v|
# if v == ":default" || v == :default
# # Sets the value to the global or compile default
# execute("SET SESSION #{k} TO DEFAULT", "SCHEMA")
# elsif !v.nil?
# execute("SET SESSION #{k} TO #{quote(v)}", "SCHEMA")
# end
# end
end
end
The initializer works with Rails 6.0+ versions.
Also, we added some extra retryable behavior as it turned out that for whatever reason (likely killing some idle connections), the RDS Proxy was randomly closing some connections. Reconnecting to the database seemed to solve most of the issues (although not all). Here is the code behind Retryable class:
# frozen_string_literal: true
class Retryable
def self.perform(times:, errors:, before_retry: ->(_error) {})
executed = 0
begin
executed += 1
yield
rescue *errors => e
if executed < times
before_retry.call(e)
retry
else
raise e
end
end
end
end
Conclusions
While integrating Ruby on Rails applications with RDS Proxy turned out to be way more complex than doing it with popular connection poolers such as PgBouncer, we managed to solve most (but not all) the issues we encountered with a single initializer on the applications' side and by fine-tuning the initialization query on the RDS Proxy side*.
Top comments (0)