Backend.ai

Latest version: v22.3.0

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19.09.24

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Fixes
* Fix lifecycle-related code errors when handling results of batch-mode tasks ([210](https://github.com/lablup/backend.ai-agent/issues/210))
* Fix instability caused by stat-synchronizer processes under heavy loads by collecting statistics periodically only ([212](https://github.com/lablup/backend.ai-agent/issues/212))
* Apply batching when producing "kernel_stat_sync" events to reduce manager loads and increase timeout for caching stats in Redis from 30 seconds to 2 minutes ([213](https://github.com/lablup/backend.ai-agent/issues/213))

19.09.23

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Fixes
* Remove unwanted empty key while setting etcd config with nested dict. ([275](https://github.com/lablup/backend.ai-manager/issues/275))
* Set correct scaling group name during session scheduling. ([276](https://github.com/lablup/backend.ai-manager/issues/276))
* Destroying sessions now returns periodically collected statistics instead of last-moment statistics ([279](https://github.com/lablup/backend.ai-manager/issues/279))
* Apply batching to statistics synchroniztion to minimize time used inside DB transactions by batching and splitting transaction blocks ([280](https://github.com/lablup/backend.ai-manager/issues/280))
* Reduce potential DB transaction deadlocks during scheduling of many (~hundreds) pending sessions ([281](https://github.com/lablup/backend.ai-manager/issues/281))

19.09.22

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Fixes
* Check closing of zmq sockets in code runner to avoid writing on invalid/closed sockets and indefinite waiting for the krunner execution results ([205](https://github.com/lablup/backend.ai-agent/issues/205))
* Introduce "already-terminated" reason for `kernel_terminated` event ([206](https://github.com/lablup/backend.ai-agent/issues/206))

19.09.21

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Fixes
* Ensure unhandled exceptions in aiozmq.rpc handlers to be always msgpack-serializable to keep the agent daemon logs clean ([199](https://github.com/lablup/backend.ai-agent/issues/199))
* Add the force option when calling Docker's container deletion API to avoid rare "stop before removal" errors even when we try deletion after receiving the termination event ([200](https://github.com/lablup/backend.ai-agent/issues/200))
* Keep the docker event processor running regardless of unexpected exceptions in the middle ([202](https://github.com/lablup/backend.ai-agent/issues/202))
* Use destroy() of ZeroMQ context objects instead of term() to stabilize container removals ([203](https://github.com/lablup/backend.ai-agent/issues/203))
* Delete auto-created/temporary volumes with when deleting containers ([204](https://github.com/lablup/backend.ai-agent/issues/204))

Miscellaneous
* Adopt towncrier for changelog management ([201](https://github.com/lablup/backend.ai-agent/issues/201))

19.09.20

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* FEATURE: Place bootstrap script upon session creation (174)
* FIX: Update the restricted/reserved list of service port numbers, allowing privileged TCP ports
to be used by the kernel image authors. (195)

19.09.19

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* HOTFIX: Regression in a majority of kernels due to a missing `self.loop` initialization.

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