* plots: allow dir plots
* first scenario
* separate dvclive tests
* rename index to step
* another test
* refactor
* its ok to have step in data
* sort plots
* introduce --logs
* add logs to run commands
* variable name refactoring
* fix logs option
* fixup
* cmd: run: fix unit tests
* plots: modify: fix tests
* improve dir handling
* fixup
* dvclive: logs summary
* api: introduce logs summarization method
* handle no repo case
* fix granular dir plots
* api: dvclive: simplify
* dvclive: roll back logs flag
* cmd: introduce logs
* api: adjust to logs
* test: dvclive fix
* rename logs to dvclive
* live: command: add uninitialized
* outs: dvclive type
* dvclive: support providing config via evn variables
* dvclive: treat as metrics
* dvclive integration: add support for summary on/off
* dvc integration: add temporary test for configuration export
* remove requirements
* cmd: introduce logs
* rename logs to dvclive
* cmd: introduce logs
* remove logs leftowvers
* dvclive: env: adjust to chekpoints env variables
* command: live: remove unnecessary help
* fix linter suggestions
* type hinting
* review refactor
* replace dvclive with live
* stage: loading: move live loading to separate method
* stage: serialize: allow only single live output
* live: add show/diff
* stage: serialize: roll back single live enforcing
* fixup
* rebase fixups
* output: live: force single instance
* live: command: add unit tests
* Update dvc/output/base.py
Co-authored-by: Ruslan Kuprieiev <[email protected]>
* Update dvc/stage/__init__.py
Co-authored-by: Ruslan Kuprieiev <[email protected]>
* Update dvc/stage/serialize.py
Co-authored-by: Ruslan Kuprieiev <[email protected]>
* review v2
* live: fix summary tracking by experiments
* naming fixups
* api: live: add tests
* tests: api: separate live tests
Co-authored-by: Ruslan Kuprieiev <[email protected]>
* experiments: move executor into a module
* experiments: separate executor into base/local
* rename LocalExecutor to TempDirExecutor, run in .dvc/tmp by default
* git: restore HEAD using reset not checkout in detached_head()
* experiments: support calling BaseExecutor.reproduce directly for
workspace runs
* experiments: run single experiments in local workspace by default
* update experiments tests for workspace changes
* experiments: update checkpoints for workspace runs
* update checkpoints tests
* update test_show
* add force param for apply
* exp apply: add --force option
* exp run/res: add --temp option to force tempdir execution for single
experiments
* force apply in non-apply specific tests
Currently, we iterate over targets manually in CLI, which results in a
complicated code and a DAG collection/check overhead. With this PR we
collect the DAG once, figure out all the needed targets within it and
just reproduce them in one pass.
Currently we don't handle bad name well:
```
(dvc-3.8.3) ➜ dvc git:(config-bug) ✗ dvc config section
ERROR: unexpected error - not enough values to unpack (expected 2, got 1)
```
With this PR, we check name to conform to either `remote.name.option` or
`section.option`, so we'll give a more friendly:
```
(dvc-3.8.3) ➜ dvc git:(config-bug) ✗ dvc config section
ERROR: argument name: name argument should look like remote.name.option or section.option
usage: dvc config [-h] [--global | --system | --local] [-q | -v] [-u] [-l] [name] [value]
Get or set config options.
Documentation: <https://man.dvc.org/config>
positional arguments:
name Option name (remote.name.option or section.option).
value Option value.
optional arguments:
-h, --help show this help message and exit
--global Use global config.
--system Use system config.
--local Use local config.
-q, --quiet Be quiet.
-v, --verbose Be verbose.
-u, --unset Unset option.
-l, --list List all defined config values.
```
* experiments: add utils.exp_commits for iterating over experiment commits
* repo: add support for all_experiments in brancher and used_cache
* git: make all_commits return commits in standard refs instead of --all
* gc: add --all-experiments to preserve cache for experiments
* update gc tests
* repo: support pushing and fetching specific revs internally
* exp push: push cache for experiment by default
* exp pull: pull cache for experiment by default
* fix empty git repo bug
* WIP fixes#4621
* changes to all_branch if condition
* flatten_dict changes
* fix one test
* minor changes
* minor changes
* add precision
* tests and added precision to arguments
Co-authored-by: indh8717 <[email protected]>
* experiments: commit to refs/exps/... instead of branch heads
* update exp show
* restore checkpoint_resume kwarg
* refactor new() to use experiments stash
* experiments: use refspecs to populate and collect executors
* experiments: use new stash and merge on exp checkout
* experiments: fix executor chdir
* experiments: update run and show
* skip checkout after reproduce
* checkpoints: use experiments refspecs
* check if workspace was stashed before applying
* exp show: unify checkpoint/standalone experiment collection
* git: move iter_refs to backend
* update for scm changes
* experiments: replace exp checkout in favor of exp apply
* git: handle rev_parse errors in resolve_commit
* update refs containing and baseline check
* fix sigint handling for checkpoints
* update checkpoint exists behavior
* fix checkpoint baseline behavior
* update tests
* experiments: update gc
* update show tests
* fix type checking errors
* update diff
* scm: add diff, describe
* experiments: generate human readable names
* exp run/resume: allow user specified exp name with -n/--name
* update tests
* experiments: add `exp branch` for promoting experiment to full branch
* fix test
* fix missing file
* experiments: explicitly close scm instances before cleaning up tmp dir
* repro: support regex/foreach-group to run at once
Fixes#4912Fixes#4886Fixes#4958
* Use `tree.isdir` rather than `os.path.isdir`
* Use glob rather than regex
* Update dvc/command/repro.py
* s/regex/glob
* disable glob on `collect_granular`
There's no need for a glob here
* add tests for `collect` and `collect_granular`
Outs desc will be used by viewer right away. Stage desc is for people to
start using now, but we won't be using it it viewer until DAG support is
added there.
* experiments: refactor regular/checkpoint experiment separation
* fix scm_checkout pull bug
* experiments: return stages from executor.reproduce
* since executor has to move to threadpool execution anyways, we no
longer have to work around the pickle repro result limitation
* refactor new/resume behavior
* refactor checkpoints tests
* use -f to force checkpoints reset/restart
* checkpoints: use 'exp run' and 'exp res[ume]' commands
* stage: all outs can be missing for checkpoint stages
* regular outputs may not be written at the time a checkpoint is
generated, but subsequent checkouts of that stage should not fail due
to the missing outs
* commit stage on checkpoint generation otherwise non-persist cached outs
are lost
* checkpoints: wait for stage proc to end after killing via terminate()
* stage: fix issues with killing checkpoint stage
* refactor signaling (use threading.Event instead of Condition)
* fix windows bug (kill all child processes via taskkill)
* experiments: refactor executor collection
* tests: move checkpoint tests into separate module
* refactor experiment tests to use stage fixture
* 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
* repro: support --pull
This option allows run-cache to pull the cache for the outputs
when restoring a stage instead of pulling everything at once during
`dvc pull --run-cache`.
Fixes#4223
* repro: adjust --pull help
* metrics: diff: make table more intuitive
Currently we have a "diff not supported" marker in the table, that is
used whenever dvc is not able to diff the values (e.g. no old one, no
new one or format error). It is quite ugly and it is much more intuitive
to just show both old and new values and now show that marker at all, as
if there is no old/new value it is intuitive that we can't calculate the
change. Next step is to add old/new "bad format"/etc markers for
unsupported types or malformed/missing metric files.
E.g., before:
```
Path Metric Value Change
metrics.json foo 1.2 diff not supported
```
after this PR:
```
Path Metric Old New Change
metrics.json foo None 1.2
```
* metrics/params: use em dash in diff table
* diff: support missing cache status for workspace diff
* diff: add --hide-missing option to hide cache missing status
* update command tests
* update diff func tests
* only show missing cache status when diffing local workspace
* suppress all output if no changes and --hide-missing
* use hide_missing instead of show_missing
* use is_dvc
* 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
* diff: Add sort logic to sort diff ouput irrespective of output format(default/json/md)
* diff: test stub using actual value, not pass by reference for (dict)
* 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
Also, makes fixes for `--overwrite` rename to `--force`
and also remove `remove_with_prompt` which was only being
used with `force\=True` anyway.
Fix#4003
Dmitry Kropachev
Paweł Redzyński
Pavel Ditenbir
Ioana Grigoropol
Peter Rowlands (변기호)
Batuhan Taskaya
GaoandSaugat Pachhai
Indhu Kumarandindh8717
Guro Bokum
Kevin Lloyd Bernal
Tomás Farías Santana
Raymond GasperandRuslan Kuprieiev
Puneetha Pai
Alexander Schepanovski