Commit Graph
7 Commits
Author SHA1 Message Date
Saugat Pachhai (सौगात) 334f297ad3 deps: remove 3.11 checks for hydra; has 3.11 support now 2022-12-09 10:32:12 +05:45
David de la Iglesia Castro e4ea463c73 hydra: Raise error when name and sweeps. 2022-11-14 21:34:55 +01:00
dberenbaum 240f0ebdc3 fix hydra_sweeps referenced before assignment 2022-11-04 15:59:26 +01:00
skshetry 6df70d388e update pre-commit; add some more hooks (#8492)
* update pre-commit; add some more hooks

* Apply suggestions from code review
2022-10-31 21:04:11 +05:45
David de la Iglesia Castro 3b532b7d59 exp run: Support hydra basic sweeper.
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.
```
2022-09-13 13:43:30 +02:00
Saugat Pachhai (सौगात) 639eeed43b skip tests that depend on hydra.compose in 3.11 2022-08-31 17:24:09 +02:00
David de la Iglesia Castro 91f12395f1 exp run: Support composing and dumping Hydra config.
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
2022-08-31 17:24:09 +02:00