* stage: make runs checkpointable
* api: add make_checkpoint API call
* tests: add test for checkpointed stage
* experiments: implement checkpoints callback chain
* initial working state
* use .dvc/tmp for checkpoint signal file location
* force repro for checkpoint experiments
* checkout: add flag to allow missing persistent outputs
(i.e. not yet created)
* use allow_persist_missing on checkpoint experiment repro
* executor: force checkout before checkpoints experiment repro
* move checkpoint commands to `dvc exp run`
* support resuming checkpoint runs with --continue
* fix git bugs
* experiments: include checkpoint commits in `exp show`
* use 1sec sleep timers
* fix apply_workspace test conflict
* tests: add test for `dvc exp run`
* cleanup signal file behavior
* fix bool conversion
* tests: add tests for checkpoint and checkpoint_continue
* fix styling
* fix checkpoint stage test
* fix checkpoint monitor thread condition/notification
* experiments: cleanup show UI
* show git tag/branch names instead of SHAs by default
* make timestamp formatting more like the viewer
* update tests
* place timestamps in their own column
* update command test
* exp: remove unused regex
Co-authored-by: Ruslan Kuprieiev <[email protected]>
* plots: add -e/--experiment option for plots diff
* experiments: add method to get baseline for a given experiment
* plots: default to diff against baseline instead of workspace/head for experiments
* use exact match for experiments RE since name-rev may return relative
commits
* executor: abstract tmpdir population using tree upload
* experiments: unmark flaky test
* fix wrong tree download
* LocalTree: use os.replace instead of os.rename in _upload
* 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
* 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
Peter Rowlands (변기호)
Alexanderandaandrusenko
Saugat Pachhai