v0.17.0

Changed

Breaking change Recovery system re-worked. Kafka-based recovery
removed. SQLite recovery file format changed; existing recovery DB
files can not be used. See the module docstring for
bytewax.recovery for how to use the new recovery system.
Dataflow execution supports rescaling over resumes. You can now
change the number of workers and still get proper execution and
recovery.
epoch-interval has been renamed to snapshot-interval
The list-parts method of PartitionedInput has been changed to
return a List[str] and should only reflect the available
inputs that a given worker has access to. You no longer need
to return the complete set of partitions for all workers.
The next method of StatefulSource and StatelessSource has
been changed to next_batch and should return a List of elements,
or the empty list if there are no elements to return.

Added new cli parameter backup-interval, to configure the length of
time to wait before "garbage collecting" older recovery snapshots.
Added next_awake to input classes, which can be used to schedule
when the next call to next_batch should occur. Use next_awake
instead of time.sleep.
Added bytewax.inputs.batcher_async to bridge async Python libraries
in Bytewax input sources.
Added support for linux/aarch64 and linux/armv7 platforms.

Spread operator by @Psykopear in #246
Start updating CI by @whoahbot in #253
Correct number of available inputs by @RCdeWit in #255
Build exception messages only on error by @davidselassie in #254
Fix links in docs leading to 404 error by @konradsienkowski in #256
Mark KafkaRecoveryConfig as deprecated by @davidselassie in #258
Fixes ymd deprecation warnings. by @whoahbot in #262
Batch input take 2 by @Psykopear in #261
Properly handle when resume_state is falsy by @davidselassie in #267
AsyncBatcher by @davidselassie in #269
Next awake by @Psykopear in #266
Run clippy on pre-commit by @davidselassie in #272
For some reason test_execution has Windows line endings by @davidselassie in #273
Various text pre-commit hooks by @davidselassie in #274
SQLite-only recovery with dynamic partitions to support rescaling by @davidselassie in #271
Bumps PyO3 to 0.19.2 by @davidselassie in #276
Calculate primaries only on worker 0 by @davidselassie in #281
Uses ruff to lint by @davidselassie in #278
Update CI by @whoahbot in #277
Update orderbook.py to use level2_batch by @awmatheson in #279
Removes now-unused pickling infra by @davidselassie in #280
Fix tiny typo in comment by @rabernat in #283
File input fixups by @davidselassie in #282
Fix kafka input error message by @Psykopear in #289
Error when inconsistent recovery partitions by @davidselassie in #290
Adding recovery entrypoint script by @miccioest in #291
Add v0.17 upgrading guide. by @whoahbot in #288
Prepare for v0.17.0 release. by @whoahbot in #292

Full Changelog: v0.16.2...v0.17.0