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0.5.6

Not secure
) * (
( /( ( ` )\ )
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((_)\ ))\ ( ((_)()\ /(_))
_((_) /((_) )\ ) (_()((_) (_))
|_ / (_)) _(_/( | \/ | | |
/ / / -_) | ' \)) | |\/| | | |__
/___| \___| |_||_| |_| |_| |____|

This release fixes some known bugs from previous releases and especially 0.5.5. Therefore, upgrading to 0.5.6 is a **breaking change**. You must do the following in order to proceed with this version:


cd zenml_enabled_repo
rm -rf .zen/


And then start again with ZenML init:


pip install --upgrade zenml
zenml init


New Features
* Added `zenml example run [EXAMPLE_RUN_NAME]` feature: The ability to run an example with one command. In order to run this, do `zenml example pull` first and see all examples available by running `zenml example list`.
* Added ability to specify a `.dockerignore` file before running pipelines on Kubeflow.
* Kubeflow Orchestrator is now leaner and faster.
* Added the `describe` command group to the CLI for groups `stack`, `orchestrator`, `artifact-store`, and `metadata-store`. E.g. `zenml stack describe`

Bug fixes and minor improvements
* Adding `StepContext` to a branch now invalidates caching by default. Disable explicitly with `enable_cache=True`.
* Docs updated to reflect minor changes in CLI commands.
* CLI `list` commands now mentions active component. Try `zenml stack list` to check this out.
* `zenml version` now has cooler art.

What's Changed
* Delete blog reference from release notes by alex-zenml in https://github.com/zenml-io/zenml/pull/228
* Docs updates by alex-zenml in https://github.com/zenml-io/zenml/pull/229
* Update kubeflow guide by schustmi in https://github.com/zenml-io/zenml/pull/230
* Updated quickstart to reflect newest zenml version by alexej-zenml in https://github.com/zenml-io/zenml/pull/231
* Add KFP GCP example readme by schustmi in https://github.com/zenml-io/zenml/pull/233
* Baris/update docs with class api by bcdurak in https://github.com/zenml-io/zenml/pull/232
* fixing a small typo [ci skip] by bcdurak in https://github.com/zenml-io/zenml/pull/236
* Hamza/docs last min updates by htahir1 in https://github.com/zenml-io/zenml/pull/234
* fix broken links by alex-zenml in https://github.com/zenml-io/zenml/pull/237
* added one more page for standardized artifacts [ci skip] by bcdurak in https://github.com/zenml-io/zenml/pull/238
* Unified use of cli_utils.print_table for all table format cli printouts by AlexejPenner in https://github.com/zenml-io/zenml/pull/240
* Remove unused tfx kubeflow code by schustmi in https://github.com/zenml-io/zenml/pull/239
* Relaxed typing requirements for cli_utils.print_table by AlexejPenner in https://github.com/zenml-io/zenml/pull/241
* Pass input artifact types to kubeflow container entrypoint by schustmi in https://github.com/zenml-io/zenml/pull/242
* Catch duplicate run name error and throw custom exception by schustmi in https://github.com/zenml-io/zenml/pull/243
* Improved logs by htahir1 in https://github.com/zenml-io/zenml/pull/244
* CLI active component highlighting by alex-zenml in https://github.com/zenml-io/zenml/pull/245
* Baris/eng 244 clean up by bcdurak in https://github.com/zenml-io/zenml/pull/246
* CLI describe command by alex-zenml in https://github.com/zenml-io/zenml/pull/248
* Alexej/eng 35 run examples from cli by AlexejPenner in https://github.com/zenml-io/zenml/pull/253
* CLI argument and option flag consistency improvements by alex-zenml in https://github.com/zenml-io/zenml/pull/250
* Invalidate caching when a step requires a step context by schustmi in https://github.com/zenml-io/zenml/pull/252
* Implement better error messages for custom step output artifact types by schustmi in https://github.com/zenml-io/zenml/pull/254
* Small improvements by schustmi in https://github.com/zenml-io/zenml/pull/251
* Kubeflow dockerignore by schustmi in https://github.com/zenml-io/zenml/pull/249
* Rename container registry folder to be consistent with the other stack components by schustmi in https://github.com/zenml-io/zenml/pull/257
* Update todo script by schustmi in https://github.com/zenml-io/zenml/pull/256
* Update docs following CLI change by alex-zenml in https://github.com/zenml-io/zenml/pull/255
* Bump mypy version by schustmi in https://github.com/zenml-io/zenml/pull/258
* Kubeflow Windows daemon alternative by schustmi in https://github.com/zenml-io/zenml/pull/259
* Run pre commit in local environment by schustmi in https://github.com/zenml-io/zenml/pull/260
* Hamza/eng 269 move beam out by htahir1 in https://github.com/zenml-io/zenml/pull/262
* Update docs by alex-zenml in https://github.com/zenml-io/zenml/pull/261
* Hamza/update readme with contribitions by htahir1 in https://github.com/zenml-io/zenml/pull/271
* Hamza/eng 256 backoff analytics by htahir1 in https://github.com/zenml-io/zenml/pull/270
* Add spellcheck by alex-zenml in https://github.com/zenml-io/zenml/pull/264
* Using the pipeline run name to explicitly access when explaining the … by AlexejPenner in https://github.com/zenml-io/zenml/pull/263
* Import user main module in kubeflow entrypoint to make sure all components are registered by schustmi in https://github.com/zenml-io/zenml/pull/273
* Fix cli version command by schustmi in https://github.com/zenml-io/zenml/pull/272
* User is informed of version mismatch and example pull defaults to cod… by AlexejPenner in https://github.com/zenml-io/zenml/pull/274
* Hamza/eng 274 telemetry by htahir1 in https://github.com/zenml-io/zenml/pull/275
* Update docs with right commands and events by htahir1 in https://github.com/zenml-io/zenml/pull/276
* Fixed type annotation for some python versions by AlexejPenner in https://github.com/zenml-io/zenml/pull/277


**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.5.5...0.5.6

0.5.5

Not secure
What's Changed
* Implement base component tests by schustmi in https://github.com/zenml-io/zenml/pull/211
* Add chapter names by alex-zenml in https://github.com/zenml-io/zenml/pull/212
* Fix docstring error by alex-zenml in https://github.com/zenml-io/zenml/pull/213
* Hamza/add caching example by htahir1 in https://github.com/zenml-io/zenml/pull/214
* Update readme by alex-zenml in https://github.com/zenml-io/zenml/pull/216
* Hamza/add small utils by htahir1 in https://github.com/zenml-io/zenml/pull/219
* Update docs by alex-zenml in https://github.com/zenml-io/zenml/pull/220
* Docs fixes by alex-zenml in https://github.com/zenml-io/zenml/pull/222
* Baris/eng 182 standard interfaces by bcdurak in https://github.com/zenml-io/zenml/pull/209
* Fix naming error by alex-zenml in https://github.com/zenml-io/zenml/pull/221
* Remove framework design by alex-zenml in https://github.com/zenml-io/zenml/pull/224
* Alexej/eng 234 zenml integration install by alexej-zenml in https://github.com/zenml-io/zenml/pull/223
* Fix deployment section order by alex-zenml in https://github.com/zenml-io/zenml/pull/225
* the readme of the example by bcdurak in https://github.com/zenml-io/zenml/pull/227
* Kubeflow integration by schustmi in https://github.com/zenml-io/zenml/pull/226

New Contributors
* alexej-zenml made their first contribution in https://github.com/zenml-io/zenml/pull/223

**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.5.4...0.5.5

0.5.4

Not secure
0.5.4 adds a [lineage tracking](https://github.com/zenml-io/zenml/tree/main/examples/lineage) integration to visualize lineage of pipeline runs! It also includes numerous bug fixes and optimizations.

What's Changed
* Fix typos by alex-zenml in https://github.com/zenml-io/zenml/pull/192
* Fix Apache Beam bug by alex-zenml in https://github.com/zenml-io/zenml/pull/194
* Fix apache beam logging bug by alex-zenml in https://github.com/zenml-io/zenml/pull/195
* Add step context by schustmi in https://github.com/zenml-io/zenml/pull/196
* Init docstrings by alex-zenml in https://github.com/zenml-io/zenml/pull/197
* Hamza/small fixes by htahir1 in https://github.com/zenml-io/zenml/pull/199
* Fix writing to metadata store with airflow orchestrator by schustmi in https://github.com/zenml-io/zenml/pull/198
* Use pipeline parameter name as step name in post execution by schustmi in https://github.com/zenml-io/zenml/pull/200
* Add error message when step name is not in metadata store by schustmi in https://github.com/zenml-io/zenml/pull/201
* Add option to set repo location using an environment variable by schustmi in https://github.com/zenml-io/zenml/pull/202
* Run cloudbuild after pypi publish by schustmi in https://github.com/zenml-io/zenml/pull/203
* Refactor component generation by schustmi in https://github.com/zenml-io/zenml/pull/204
* Removed unnecessary panel dependency by htahir1 in https://github.com/zenml-io/zenml/pull/206
* Updated README to successively install requirements by AlexejPenner in https://github.com/zenml-io/zenml/pull/205
* Store active stack in local config by schustmi in https://github.com/zenml-io/zenml/pull/208
* Hamza/eng 125 lineage tracking vis by htahir1 in https://github.com/zenml-io/zenml/pull/207

New Contributors
* AlexejPenner made their first contribution in https://github.com/zenml-io/zenml/pull/205

**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.5.3...0.5.4

0.5.3

Not secure
What's Changed
* Make tests run in a random order by alex-zenml in https://github.com/zenml-io/zenml/pull/160
* Connect steps using *args by schustmi in https://github.com/zenml-io/zenml/pull/162
* Move location of repobeats image by alex-zenml in https://github.com/zenml-io/zenml/pull/163
* Hamza/add sam by htahir1 in https://github.com/zenml-io/zenml/pull/165
* Pipeline initialization with *args by schustmi in https://github.com/zenml-io/zenml/pull/164
* Improve detection of third party modules during class resolving by schustmi in https://github.com/zenml-io/zenml/pull/167
* Merge path_utils into fileio & refactor what was left by alex-zenml in https://github.com/zenml-io/zenml/pull/168
* Update docker files by schustmi in https://github.com/zenml-io/zenml/pull/169
* Hamza/deploy api reference by htahir1 in https://github.com/zenml-io/zenml/pull/171
* API Reference by schustmi in https://github.com/zenml-io/zenml/pull/172
* Add colour back into our github actions by alex-zenml in https://github.com/zenml-io/zenml/pull/176
* Refactor tests not raising by alex-zenml in https://github.com/zenml-io/zenml/pull/177
* Improve step and pipeline interface by schustmi in https://github.com/zenml-io/zenml/pull/175
* Alex/eng 27 windows bug again by htahir1 in https://github.com/zenml-io/zenml/pull/178
* Automated todo tracking by schustmi in https://github.com/zenml-io/zenml/pull/173
* Fix mypy issues related to windows by schustmi in https://github.com/zenml-io/zenml/pull/179
* Include Github URL to TODO comment in issue by schustmi in https://github.com/zenml-io/zenml/pull/181
* Create Visualizers logic by htahir1 in https://github.com/zenml-io/zenml/pull/182
* Add README for visualizers examples by alex-zenml in https://github.com/zenml-io/zenml/pull/184
* Allow None as default value for BaseStep configs by schustmi in https://github.com/zenml-io/zenml/pull/185
* Baris/eng 37 standard import check by bcdurak in https://github.com/zenml-io/zenml/pull/183
* Replace duplicated code by call to source_utils.resolve_class by schustmi in https://github.com/zenml-io/zenml/pull/186
* Remove unused base enum cases by schustmi in https://github.com/zenml-io/zenml/pull/187
* Testing mocks for CLI `examples` command by alex-zenml in https://github.com/zenml-io/zenml/pull/180
* Set the correct module for steps created using our decorator by schustmi in https://github.com/zenml-io/zenml/pull/188
* Fix some cli commands by schustmi in https://github.com/zenml-io/zenml/pull/189
* Tag jira issues for which the todo was deleted by schustmi in https://github.com/zenml-io/zenml/pull/190
* Remove deadlinks by alex-zenml in https://github.com/zenml-io/zenml/pull/191


**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.5.2...0.5.3

0.5.2

Not secure
creating pipelines. It also improves the Airflow orchestrator logic to accommodate for more real world scenarios. Check out the
[low level API guide for more details!](https://docs.zenml.io/guides/low-level-api)

What's Changed
* Fix autocomplete for step and pipeline decorated functions by schustmi in https://github.com/zenml-io/zenml/pull/144
* Add reference docs for CLI example functionality by alex-zenml in https://github.com/zenml-io/zenml/pull/145
* Fix mypy integration by schustmi in https://github.com/zenml-io/zenml/pull/147
* Improve Post-Execution Workflow by schustmi in https://github.com/zenml-io/zenml/pull/146
* Fix CLI examples bug by alex-zenml in https://github.com/zenml-io/zenml/pull/148
* Update quickstart example notebook by alex-zenml in https://github.com/zenml-io/zenml/pull/150
* Add documentation images by alex-zenml in https://github.com/zenml-io/zenml/pull/151
* Add prettierignore to gitignore by alex-zenml in https://github.com/zenml-io/zenml/pull/154
* Airflow orchestrator improvements by schustmi in https://github.com/zenml-io/zenml/pull/153
* Google colab added by htahir1 in https://github.com/zenml-io/zenml/pull/155
* Tests for `core` and `cli` modules by alex-zenml in https://github.com/zenml-io/zenml/pull/149
* Add Paperspace environment check by alex-zenml in https://github.com/zenml-io/zenml/pull/156
* Step caching by schustmi in https://github.com/zenml-io/zenml/pull/157
* Add documentation for pipeline step parameter and run name configuration by schustmi in https://github.com/zenml-io/zenml/pull/158
* Automatically disable caching if the step function code has changed by schustmi in https://github.com/zenml-io/zenml/pull/159


**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.5.1...0.5.2

0.5.1

Not secure
0.5.1 builds on top of Slack of the 0.5.0 release with quick bug updates.


Overview

* Pipeline can now be run via a YAML file. 132
* CLI now let's you pull directly from GitHub examples folder. :fire: Amazing alex-zenml with 141!
* ZenML now has full [mypy](http://mypy-lang.org/) compliance. :tada: Thanks schustmi for #140!
* Numerous bugs and performance improvements. 136, bcdurak great job with 142
* Airflow orchestrator now bootstraps airflow locally and spins it up before running pipelines.
* Added new docs with a low level API guide. 143

[Our roadmap](https://docs.zenml.io/support/roadmap) goes into further detail on the timeline. Vote on the [next features now](https://github.com/zenml-io/zenml/discussions).

We encourage every user (old or new) to start afresh with this release. Please go over our latest [docs](https://docs.zenml.io) and [examples](examples) to get a hang of the new system.

Auto-generated docs:
* Some random optimizations by htahir1 in https://github.com/zenml-io/zenml/pull/129
* Add codecov threhold for PRs by schustmi in https://github.com/zenml-io/zenml/pull/131
* remove misspelling of preprocessor by alex-zenml in https://github.com/zenml-io/zenml/pull/134
* Quick edit of documentation by alex-zenml in https://github.com/zenml-io/zenml/pull/133
* Very confusing codecov update by htahir1 in https://github.com/zenml-io/zenml/pull/135
* Small bugs here and there by htahir1 in https://github.com/zenml-io/zenml/pull/136
* Michael/type annotations by schustmi in https://github.com/zenml-io/zenml/pull/137
* Hamza/docs upgrade by htahir1 in https://github.com/zenml-io/zenml/pull/138
* add tests by alex-zenml in https://github.com/zenml-io/zenml/pull/130
* Michael/mypy integration by schustmi in https://github.com/zenml-io/zenml/pull/139
* First version of low level api guide by htahir1 in https://github.com/zenml-io/zenml/pull/140
* CLI examples by alex-zenml in https://github.com/zenml-io/zenml/pull/141
* Implement pipeline configuration with yaml file by schustmi in https://github.com/zenml-io/zenml/pull/132
* Baris/improved performance by bcdurak in https://github.com/zenml-io/zenml/pull/142
* Hamza/docs upgrade by htahir1 in https://github.com/zenml-io/zenml/pull/143


**Full Changelog**: https://github.com/zenml-io/zenml/compare/0.5.0...0.5.1

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