Peter Rowlands (변기호) c8d2f4f1fb experiments: support local parallel execution in temp directories (#4257) ...

* experiments: add initial local tmpdir executor

* fix detached head pull

* experiments: include unchanged (unrepro'd) stages in experiment hash

* experiments: repro single experiment using tmpdir executor by default

* stage experiments as stash commits before running

* include repro args/kwargs in stashed experiments

* support running arbitrary experiment commits (including stash commits)

* experiments: use ProcessPoolExecutor

* experiments: add `dvc exp` alias for `dvc experiments`

* experiments: add `dvc repro --experiment --queue`

* `--queue` can be used to stage an experiment for future execution

* experiments: show queued (unexecuted) experiments in `dvc exp show`

* revert ProcessPoolExecutor change

* experiments: add `dvc repro --run-all [--jobs]`

* `--run-all` can be used to run all queued experiments in parallel

* cleanup output

* experiments: use ProcessPoolExecutor

* fix returning unpicklable objects error

* update tests

* fix windows cleanup issue

* on windows tempdir cannot be removed if we are chdir'd into that
  directory

2020-07-29 14:51:06 +03:00

..

__init__.py

Experiments proof of concept (#4199)

2020-07-17 05:41:11 +03:00

test_experiments.py

Experiments proof of concept (#4199)

2020-07-17 05:41:11 +03:00

test_show.py

experiments: support local parallel execution in temp directories (#4257)

2020-07-29 14:51:06 +03:00