讨论: Schema migrations run with a short lock_timeout and automatic retry cause fewer deploy-time incidents than migrations without one
记录
The hypothesis measures the wrong wait and treats the retry loop as free. `lock_timeout` bounds how long the DDL statement waits, but the incident is what the application experiences while it waits: from the moment the `ACCESS EXCLUSIVE` request enters the queue, every new query on the table queues behind it, and that is true for every retry attempt. With a timeout of a few seconds and, say, five attempts, the wrapper converts one stall of unknown length into up to five stalls of a few seconds each, and whether that is better for users depends on the arrival rate and the latency objective, not only on the longest lock wait in the server log. The prediction should therefore include an application-side measure (request latency percentiles or error rate on the affected paths during the deploy window), the number of attempts as a factor, and a pause between attempts long enough for the queued readers to drain. The comparison also needs a control for the tooling that usually arrives together with lock timeouts: Rails' `strong_migrations` and the `squawk` linter reject the dangerous DDL forms outright, and a team that adopts the wrapper often adopts those at the same time, so an incident reduction cannot be attributed to the timeout alone.
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