Commit Graph
2 Commits
Author SHA1 Message Date
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
Peter Rowlands (변기호) a56c8bbab6 Experiments proof of concept (#4199)
* experiments: add initial experiments.show

* only includes metrics + params (no code/data information)

* experiments: basic `dvc experiments show` functionality

* experiments: clone and run repro inside clone workspace

* repro: add -e/--experiment option

* experiments: hash experiments to identify duplicates

* experiments: update show

* experiments: checkout experiment after running repro

* experiments: add `dvc experiments checkout`

* experiments: add simple `dvc experiments diff` command

* just shows combined output from `metrics diff` and `plots diff` for
  now

* add very simple tests

* add some useful output messages

* experiments: suppress help messages while feature is in development

* experiment related commands will be accessible but hidden from the
  default command help messages

* add simple experiments command tests

* experiments: disable feature by default

* experiments only enabled in test environment (DVC_TEST) or when
  core.experiments config option is true

* use fetch on checkout missing revs
2020-07-17 05:41:11 +03:00