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you run

pulumi preview --diff

to identify the changes pulumi thinks needs making to the dbs

I can't get the diff because of this error:

unable to replace resource "urn:......." as it is currently marked for protection

Sure, though remember to protect it again after finding out the diff

but why didn't

refresh

show me these changes? like there is a bucket that now shows

lifecycleRules

were deleted, but

refresh

didn't show it

It could be a bug, or could be a refresh happened inbetween the change in GCP and the refresh you've just done

it's showing strange things, quite sure nobody changed all this values and refresh didn't give any hints about this

It's worth checking the obvious things at this point. Are you pointing to the right gcp account, have you got the correct branch checked out, is there anything in the state history (if you're using Pulumi Cloud)

correct account: I've only got one. Correct branch. And how do I check the state history in Pulumi cloud?

It's under "Activity" https://www.pulumi.com/docs/pulumi-cloud/projects-and-stacks/#stack-activity

I updated the cli, but pulumi-gcp is still at 6

I would love a webinar on the stack activity topic for SRE.

I don't see the activity link. Anyways, I was able to fix it: there were a few values that people manually changed without going through pulumi, plus a couple of defaults that weren't set in the pulumi, but were returned by

refresh

. And finally, GCP autoscales db disk size and since it was higher than what was set in the pulumi code, pulumi wanted to replace them. I still think the

refresh

command was off: it didn't show any of these things in the preview. Thanks for your help @dry-keyboard-94795, I really appreciate it!

Glad it was eventually resolved. For the db resizing, you can use the

ignoreChanges

option so the auto-sizing doesn't cause the same issue in future. The defaults in GCP, I believe they're not supposed to show in the refresh output, but they're also not supposed to show in the diff either. Does it still show changes to apply to the db?