Metaflow

Latest version: v2.13

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2.10.3

What's Changed
* Safely parse `pandas.DataFrame` indexes for default card by amerberg in https://github.com/Netflix/metaflow/pull/1574
* search for micromamba in more locations by savingoyal in https://github.com/Netflix/metaflow/pull/1581
* fix timezone in default card time format string by amerberg in https://github.com/Netflix/metaflow/pull/1575
* change writable location for local micromamba by savingoyal in https://github.com/Netflix/metaflow/pull/1583
* introduce triggers in annotations by savingoyal in https://github.com/Netflix/metaflow/pull/1569
* Fix escape hatch test by romain-intel in https://github.com/Netflix/metaflow/pull/1558
* EFA with pre-commit formatting by emattia in https://github.com/Netflix/metaflow/pull/1584
* return event identifier in response to `ArgoEvent.publish` by savingoyal in https://github.com/Netflix/metaflow/pull/1587
* Add parameter info to argo workflow template annotations by rohanrebello in https://github.com/Netflix/metaflow/pull/1549
* avoid race condition with argo-workflows by savingoyal in https://github.com/Netflix/metaflow/pull/1595
* Bump version to 2.10.3 by saikonen in https://github.com/Netflix/metaflow/pull/1598

New Contributors
* rohanrebello made their first contribution in https://github.com/Netflix/metaflow/pull/1549

**Full Changelog**: https://github.com/Netflix/metaflow/compare/2.10.2...2.10.3

2.10.2

Features
* New configuration option to use same headers as metadata service for argo events webhook calls by oavdeev in https://github.com/Netflix/metaflow/pull/1560 . Default behavior is the same as before.

* Metaflow CLI now supports `list-workflow-templates` command to list deployed argo workflows by saikonen in https://github.com/Netflix/metaflow/pull/1577


**Full Changelog**: https://github.com/Netflix/metaflow/compare/2.10.0...2.10.2

2.10.0

Coming soon!

**Full Changelog**: https://github.com/Netflix/metaflow/compare/2.9.15...2.10.0

2.9.15

Improvements

Improve the performance of parallel_map
We now check for processes in the order in which they complete not in the order in which they are launched. This also increases the likelihood of failing fast.

Fix issues with the environment escape mechanism
Deadlocks and errors could occur when using the environment escape mechanism in two cases: (a) GC would occur at an inopportune moment or (b) subprocesses were involved. Both issues were fixed.

What's Changed
* Fix two possible issues with the environment escape communication by romain-intel in https://github.com/Netflix/metaflow/pull/1555
* Check for the first finished parallel proccess by maxzheng in https://github.com/Netflix/metaflow/pull/1546

New Contributors
* maxzheng made their first contribution in https://github.com/Netflix/metaflow/pull/1546

**Full Changelog**: https://github.com/Netflix/metaflow/compare/2.9.14...2.9.15

2.9.14

Improvements

Fixes merging of log lines
This release fixes an issue with merging broken log lines.

Fix issue with using `LD_LIBRARY_PATH` with Conda environments
In a Conda environment, it is sometimes necessary to set `LD_LIBRARY_PATH` to first include the Conda's environment libraries before anything else. Prior to this release, this used to cause issues with the escape hatch.


What's Changed
* fix: GPU scheduling issue by saikonen in https://github.com/Netflix/metaflow/pull/1520
* vend packaging by savingoyal in https://github.com/Netflix/metaflow/pull/1506
* fix: vendor older version of packaging for python 3.5 by saikonen in https://github.com/Netflix/metaflow/pull/1530
* Fix an issue when LD_LIBRARY_PATH is overriden in a Conda environment by romain-intel in https://github.com/Netflix/metaflow/pull/1540
* Fix the merging of borked lines with MFLOG by romain-intel in https://github.com/Netflix/metaflow/pull/1533
* Revert "fix: GPU scheduling issue" by savingoyal in https://github.com/Netflix/metaflow/pull/1542
* Bump version to 2.9.14 by saikonen in https://github.com/Netflix/metaflow/pull/1543


**Full Changelog**: https://github.com/Netflix/metaflow/compare/2.9.13...2.9.14

2.9.13

Bug fix
Revert annotations changes to fix a regression
The recent annotations feature introduced an issue where `project`, `flow_name` or `user` annotations are not being populated for Kubernetes. This release reverts the changes.


What's Changed
* Revert "Adds custom annotations via env variables" by savingoyal in https://github.com/Netflix/metaflow/pull/1516
* Bump to 2.9.13 by savingoyal in https://github.com/Netflix/metaflow/pull/1517


**Full Changelog**: https://github.com/Netflix/metaflow/compare/2.9.12...2.9.13

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