Defaults List overrides (`defaults/foo=1,2`) were not working because of the inclusion of the `/` character.
Fixed it by updating how we construct the `merged_overrides` and added a regression test.
Requires `--queue` to be used alongside `--set-param`.
Doesn't strictly require `hydra.config.enabled`.
Add `get_hydra_sweeps` to `dvc/utils/hydra.py`. Uses hydra `BasicSweeper` to generate the different sweeps.
`glob` syntax for sweeps is not supported in this P.R.
Closes#8083
---
Using setup from https://hydra.cc/docs/tutorials/basic/your_first_app/composition/ :
```console
$ dvc exp run -S "db=mysql,postgresql" -S "schema=warehouse,school" --queue
Queueing with '{'params.yaml': ['db=mysql', 'schema=warehouse']}'.
Queued experiment '5ab98b8' for future execution.
Queueing with '{'params.yaml': ['db=mysql', 'schema=school']}'.
Queued experiment '57c2fb6' for future execution.
Queueing with '{'params.yaml': ['db=postgresql', 'schema=warehouse']}'.
Queued experiment 'b9d6391' for future execution.
Queueing with '{'params.yaml': ['db=postgresql', 'schema=school']}'.
Queued experiment '145cd55' for future execution.
```
The feature will be used depending on whether `config.hydra.enabled` is True or False.
Uses `hydra.initialize_config_dir` and `hydra.compose` (from https://hydra.cc/docs/advanced/compose_api/) to build the config and dump it to `params.yaml`. The content of the output file will be overwritten.
`config.hydra.config_dir` and `config.hydra.config_name` can be used to customize the values passed to `hydra.initialize_config_dir` and `hydra.compose`.
Can be combined with `--set-param` overrides.
Closes#8082
If an untracked target is provided alongside `stages` or `deps`, don't load the parameters from the target and raise no params found instead.
Closes#8161
This was a regression introduced in #7712.
Calling `repo.metrics.show` from a subdir stopped returning metrics because `fs.isfile(metric)` check returned false.
- Overriding a config value : foo.bar=value
- Appending a config value : +foo.bar=value
- Appending or overriding a config value : ++foo.bar=value
- Removing a config value : ~foo.bar, ~foo.bar=value
See https://hydra.cc/docs/advanced/override_grammar/basic/#modifying-the-config-object
---
Breaking changes:
To modify a list, `foo[0]=bar` must now be passed as `foo.0=bar`.
Modifying a nested list inside a dictionary is not supported by omegaconf.
---
Closes#4883Closes#5868Closes#6129
Allow to use dictionaries as values for template interpolation but only inside the `cmd` key.
See tests/func/parsing/test_interpolated_entry.py::test_cmd_dict for detailed syntax.
Add `config.parsing` section for configuring behavior of ambiguous data types
like booleans and lists.
Closes#6507
Uses `repo.params.show` with custom error_handler and postprocess the outputs for more user-friendly structure.
Extend `repo.params.show` to accept `stages` argument to cover the "params of current stage" use case.
Use relpath to repo.root_dir as keys in deps and outs.
Add `use_cache` and `is_data_source` for outs.
This allows to differentiate git-tracked dependencies and
intermediate outputs.
Closes#7575Closes#7790
Removed `--include-metrics` / `--include-params` and
`--exclude-metrics` / `--exclude-params`.
Removed `--no-timestamp` . Can be done by `--drop Created`.
`--drop` and `--keep` operate directly on the table columns.
`--keep` does not perform any filtering. It's only used
to specify columns to keep despite the other filtering.
For example `--only-changed --keep foo` will prevent
`foo` from being removed by `--only-changed`.
Another example, `--drop train.* --keep train.dropout`
will remove all columns matching `train.*` except for
`train.dropout`.
Closes#7079Closes#7080
Pre-requisite for #6434
When filling missing values with `ui.rich_text` (i.e. in experiments show CMD), those values were not being correctly matched against `self._fill_value`)
Adds new argument `fill_value` to ParallelCoordinatesRenderer.
For scalar columns, prevent converting to categorical by explictly inserting None when value is missing (value == fill_value).
For categorical columns, replace `fill_value` with `"Missing"` and ensure it is the last item so it gets rendered on top of the column.
After #6814 the header of `diff_table` is `a_rev/`b_rev` instead of `Old`/`New` so the name of the option was counterintuitive.
In addition, make `a_rev` show by default, for consistency with output format of other `diff_table` uses (`dvc metrics diff` / `dvc params diff`).
This method mimics pandas `drop_duplicates` when axis=rows.
For axis=cols this method will drop columns with 0-variance (only
1 unique value). NaNs (`_fill_value`) won't be counted as unique values.
So the following column (`-` would be the `_fill_value`) will be dropped:
foo
-
foo
foo
Writing at the end of each step (create_summary) can mess up with some ML Framework progress bars, I moved the message to the monitor task, as the path won't change during training.
Fixesiterative/dvclive#177
We were previously using relpath in *all* cases, mainly to support WSL but relpath doesn't work
on macOS.
Added a check for using relpath *only* for WSL.
Fixes#6092
* Added dvclive to tests
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Moved dvclive to rest_requirements
* Update setup.py
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Added refresh tag
* Formatted
* Added refresh_seconds to live
* Added refresh test
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Add refresh_seconds to render
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Update html.py
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* exp show: Allow for wildcard patterns in include and exclude params/metrics
Fixes#5642
* Add test case for nested metrics/params
* match full string in _filter_name
* pre-commit
* Update dvc/command/experiments.py
Co-authored-by: Peter Rowlands (변기호) <[email protected]>
Co-authored-by: Peter Rowlands (변기호) <[email protected]>
