Prefect

Enhancements

- Allow custom job name for Kubernetes flow runsto be set in job template - [5819](https://github.com/PrefectHQ/prefect/pull/5819)

Task Library

- Adds container parameter to `ReadNamespacedPodLogs` - [5979](https://github.com/PrefectHQ/prefect/pull/5979)
- Add `PowershellTask` for running commands with Microsoft Powershell - [6035](https://github.com/PrefectHQ/prefect/pull/6035)
- Move `azure-mgmt-datafactory` requirement to 'extras', instead of 'orchestration_extras' - [6018](https://github.com/PrefectHQ/prefect/pull/6018)
- Fix default initialization of `polling_interval` in `azure.datafactory.PipelineRun` - [6021](https://github.com/PrefectHQ/prefect/pull/6021)

Contributors

- [Alvaro Duran Tovar](https://github.com/hermesdt)
- [Chinmay Bhat](https://github.com/chinmay-bhat)

Changelog
Fixes

- Fix bug where `S3Result` could fail to deserialize if pickled with mismatched Prefect versions - [5978](https://github.com/PrefectHQ/prefect/pull/5978)
Task library

- Fix sftp-task imports - [5971](https://github.com/PrefectHQ/prefect/issues/5971)
- Fix definition of Databricks `GitSource` at task initialization - [5974](https://github.com/PrefectHQ/prefect/issues/5974)
- Add container parameter to `ReadNamespacedPodLogs` - [5979](https://github.com/PrefectHQ/prefect/pull/5979)
Contributors

- [Bral Bral](https://github.com/bralbral)
- [Edmondo Porcu](https://github.com/edmondo1984)
- [Alvaro Duran Tovar](https://github.com/hermesdt)

Changelog

Enhancements

- Add support for `ExtraArgs` on S3 result upload - [5887](https://github.com/PrefectHQ/prefect/pull/5887)
- Add configuration options for the client's rate limit backoff - [5823](https://github.com/PrefectHQ/prefect/pull/5823)

Fixes

- Allow untracked flows to be run during a tracked flow run - [5782](https://github.com/PrefectHQ/prefect/pull/5782)
- Fix bug with infinite loop when parsing DST cron schedules - [5957](https://github.com/PrefectHQ/prefect/pull/5957)
- Fix issue where complex Python dependencies could break Docker storage builds - [5860](https://github.com/PrefectHQ/prefect/issues/5860)
- Fix issue where `Git` storage could not be serialized without a `repo` - [5877](https://github.com/PrefectHQ/prefect/pull/5877)
- Fix issues with grpcio builds on the Prefect base image with Python 3.10 - [5832](https://github.com/PrefectHQ/prefect/pull/5832)

Task library

- Instantiate task kwargs during `DbtCloudRunTask.__init__` - [5831](https://github.com/PrefectHQ/prefect/pull/5831)
- Add `boto_kwargs` support to `S3List` - [5907](https://github.com/PrefectHQ/prefect/pull/5907)
- Fix `DatabricksSubmitMultitaskRun` inputs such as `access_control_list` - [5836](https://github.com/PrefectHQ/prefect/pull/5836)
- Add `single_user_name` to Databricks `NewCluster` - [5903](https://github.com/PrefectHQ/prefect/pull/5903)
- Allow extra arguments to Databricks `NewCluster` - [5949](https://github.com/PrefectHQ/prefect/pull/5949)
- Add `git_source` argument to `DatabricksSubmitMultitaskRun` - [5958](https://github.com/PrefectHQ/prefect/pull/5958)
- Add tasks for the Toloka API - [5865](https://github.com/PrefectHQ/prefect/pull/5865)
- Add tasks for Azure datafactory - [5921](https://github.com/PrefectHQ/prefect/pull/5921)
- Update the `DbtShellTask` return type to match `ShellTask` - [5872](https://github.com/PrefectHQ/prefect/pull/5872)
- Fix handling for Airbyte schedule keys - [5878](https://github.com/PrefectHQ/prefect/pull/5878)

Contributors

- [Bryan "Beege" Berry](https://github.com/TheBeege)
- [Cat Zhang](https://github.com/juscat)
- [EmilRex](https://github.com/EmilRex)
- [Max Firman](https://github.com/maxfirman)
- [Nate Nowack](https://github.com/zzstoatzz)
- [Nico Neumann](https://github.com/neumann-nico)
- [Robert Phamle](https://github.com/rphamle)
- [Vladislav Moiseev](https://github.com/vlad-mois)
- [edmondo1984](https://github.com/edmondo1984)

Changes

Enhancements

- Add inference of Docker network mode for "host" and "none" networks - [5748](https://github.com/PrefectHQ/prefect/pull/5748)
- Add Python 3.10 support - [5770](https://github.com/PrefectHQ/prefect/pull/5770)
- Raise error on task initialiation when positional-only parameters are present in function signature - [5789](https://github.com/PrefectHQ/prefect/pull/5789)
- Add flag to prevent printing ASCII welcome message [5619](https://github.com/PrefectHQ/prefect/issues/5619)
- Allow the Prefect client to retry connections for HTTP targets - [5825](https://github.com/PrefectHQ/prefect/pull/5825)
Task Library

- Adds SFTP server tasks `SftpUpload` and `SftpDownload` [1234](https://github.com/PrefectHQ/prefect/pull/5740)
- Configure logging output for `AirbyteConnectionTask` - [5794](https://github.com/PrefectHQ/prefect/pull/5794)
- Make artifacts optional in `StartFlowRun` - [5795](https://github.com/PrefectHQ/prefect/pull/5795)
- Use `json` instead of `dict` for `DatabricksSubmitMultitaskRun` - [5728](https://github.com/PrefectHQ/prefect/pull/5728)
- Fix defect in serialization of Great Expectation's results in `LocalResult` - [5724](https://github.com/PrefectHQ/prefect/pull/5724)
- Add an optional `data_security_mode` to Databricks cluster configuration. - [5778](https://github.com/PrefectHQ/prefect/pull/5778)

Fixes

- Fix bug where Prefect signals in tasks were not re-raised by the process-based timeout handler - [5804](https://github.com/PrefectHQ/prefect/pull/5804)
- Update flow builds to be deterministic when upstream and downstream slug are same - [5785](https://github.com/PrefectHQ/prefect/pull/5785)

Contributors

- [David McGuire](https://github.com/dmcguire81)
- [Jaakko Lappalainen](https://github.com/jkklapp)
- [Jason Bertman](https://github.com/jbertman)
- [Joël Luijmes](https://github.com/joelluijmes)
- [Karthikeyan Singaravelan](https://github.com/tirkarthi)
- [Mate Hricz](https://github.com/Matt9993)
- [Nico Neumann](https://github.com/neumann-nico)
- [Robert Phamle](https://github.com/rphamle)

Changes


Enhancements

- Add ability to set a `max_duration` timeout in `wait_for_flow_run` task - [5669](https://github.com/PrefectHQ/prefect/issues/5669)
- Add pipe support for `EdgeAnnotation` types, e.g. `map` - [5674](https://github.com/PrefectHQ/prefect/pull/5674)
- Add 'gs' as a valid filesystem schema for reading specifications - [5705](https://github.com/PrefectHQ/prefect/pull/5705)
- Add REPL mode for CLI - [5615](https://github.com/PrefectHQ/prefect/pull/5615)

Fixes

- Fix bug where settings the backend to "server" would not prevent client from requesting secrets from the API - [5637](https://github.com/PrefectHQ/prefect/pull/5637)
- Fix docker-in-docker issue in `DockerAgent` on Windows - [5657](https://github.com/PrefectHQ/prefect/pull/5657)
- Fix graphviz syntax error when visualizing a flow with a task which is a mapped lambda - [5662](https://github.com/PrefectHQ/prefect/pull/5662)
- Allow `prefect run` parameters to include equals ("=") signs - [5716](https://github.com/PrefectHQ/prefect/pull/5716)
Task library

- Add `HightouchRunSync` task - [5672](https://github.com/PrefectHQ/prefect/pull/5672)
- Fix `DbtCloudRunJob` task failing with nested input for additional_args - [5706](https://github.com/PrefectHQ/prefect/issues/5706)"
- Fix Databricks new cluster API params: autoscale and policy_id - [5681](https://github.com/PrefectHQ/prefect/pull/5681)

Contributors

- [Alessandro Lollo](https://github.com/AlessandroLollo)
- [Anders Segerberg](https://github.com/gtasegerberg)
- [Ben Ayers-Glassey](https://github.com/bayersglassey-zesty/)
- [Dominick Olivito](https://github.com/olivito)
- [Karthikeyan Singaravelan](https://github.com/tirkarthi)
- [Mahmoud Lababidi](https://github.com/lababidi)
- [limx0](https://github.com/limx0)
- [oscarwyatt](https://github.com/oscarwyatt)
- [satoshiking](https://github.com/satoshiking)

Changes

Features

- Add `retry_on` to allow tasks to retry on a subset of exception types - [5634](https://github.com/PrefectHQ/prefect/pull/5634)

Enhancements

- Add ability to add capacity provider for ECS flow runs - [4356](https://github.com/PrefectHQ/prefect/issues/4356)
- Add support for default values to `DateTimeParameter` - [5519](https://github.com/PrefectHQ/prefect/pull/5519)
- Calling `flow.run` within a flow definition context will raise a `RuntimeError` - [5588](https://github.com/PrefectHQ/prefect/pull/5588)
- Add support for service principal and managed identities for storage on Azure - [5612](https://github.com/PrefectHQ/prefect/pull/5612)

Task Library

- The `azureml-sdk` dependency has been moved from the `azure` extra into `azureml` - [5632](https://github.com/PrefectHQ/prefect/pull/5632)
- Add task to create materializations with [Transform](https://transform.co/) - [#5518](https://github.com/PrefectHQ/prefect/pull/5518)
- Add `create_bucket` to `GCSCopy` - [5618](https://github.com/PrefectHQ/prefect/issues/5618)

Fixes

- Fix issue where the `FlowRunView` could fail to initialize when the backend has no state data - [5554](https://github.com/PrefectHQ/prefect/pull/5554)
- Fix issue where adaptive Dask clusters failed to replace workers - [5549](https://github.com/PrefectHQ/prefect/issues/5549)
- Fix issue where logging in to Cloud via the CLI could fail - [5643](https://github.com/PrefectHQ/prefect/pull/5643)

Contributors

- [Alessandro Lollo](https://github.com/AlessandroLollo)
- [Emre Akgün](https://github.com/Fraznist)
- [Josh Wang](https://github.com/wangjoshuah)
- [Panagiotis Simakis](https://github.com/sp1thas)
- [eedokl](https://github.com/eedokl)