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[Serve] Scale down old terminal replicas #3550

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12 changes: 12 additions & 0 deletions sky/serve/autoscalers.py
Original file line number Diff line number Diff line change
Expand Up @@ -314,7 +314,19 @@ def select_outdated_replicas_to_scale_down(
self,
replica_infos: List['replica_managers.ReplicaInfo']) -> List[int]:
"""Select outdated replicas to scale down."""
all_replica_ids_to_scale_down = []
for info in replica_infos:
if info.version < self.latest_version and info.is_terminal:
all_replica_ids_to_scale_down.append(info.replica_id)
Comment on lines +319 to +320
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IIRC the original behavior will terminate the failed replicas already. Is this only for removing the FAILED replica entries in the serve status table? In that case, should we make the sky serve down command able to remove a FAILED entry in the table instead?

I feel keeping the FAILED replicas for the previous version might be still useful.

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Yes, it is only for removing those failed records from a user's request. Agree that adding the ability to remove a record in sky serve down is a better idea. It is implemented in #3179 and I'll take a look soon 🫡

all_replica_ids_to_scale_down.extend(
self._select_outdated_nonterminal_replicas_to_scale_down(
replica_infos))
return all_replica_ids_to_scale_down

def _select_outdated_nonterminal_replicas_to_scale_down(
self,
replica_infos: List['replica_managers.ReplicaInfo']) -> List[int]:
"""Select outdated nonterminal replicas to scale down."""
Comment on lines +321 to +329
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This refactoring seems not necessary.

Suggested change
all_replica_ids_to_scale_down.extend(
self._select_outdated_nonterminal_replicas_to_scale_down(
replica_infos))
return all_replica_ids_to_scale_down
def _select_outdated_nonterminal_replicas_to_scale_down(
self,
replica_infos: List['replica_managers.ReplicaInfo']) -> List[int]:
"""Select outdated nonterminal replicas to scale down."""

if self.update_mode == serve_utils.UpdateMode.ROLLING:
latest_ready_replicas = []
old_nonterminal_replicas = []
Expand Down