KAFKA-20292 [2/N]: Handle membership changes during offloaded streams assignments#21727
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… assignments When a member leaves a group, its target assignment is directly removed. When a static member is replaced, its target assignment is moved to the new member. These target assignment updates can happen while an offloaded assignment is being computed. When an offloaded assignment has finished, we must not emit records for members that have left the group and we must apply any static member replacements that occurred to the emitted records, to match the behavior when assignments are not offloaded. That is, we act as if the member removals and static member replacements are reordered after the assignment. We break up the assignment process into two parts: computing the target assignment map and generating the records. Only the former can run on the executor. To generate the records without removed members and with static member replacements applied we need to use the current state of the group.
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When a member leaves a group, its target assignment is directly removed.
When a static member is replaced, its target assignment is moved to the
new member. These target assignment updates can happen while an
offloaded assignment is being computed.
When an offloaded assignment has finished, we must not emit records for
members that have left the group and we must apply any static member
replacements that occurred to the emitted records, to match the
behavior when assignments are not offloaded. That is, we act as if the
member removals and static member replacements are reordered after the
assignment.
We break up the assignment process into two parts: computing the target
assignment map and generating the records. Only the former can run on
the executor. To generate the records without removed members and with
static member replacements applied we need to use the current state of
the group.