Dave Berenbaum

import-url: `--no-download` and `dvc commit`

2

What is the expected behavior of `dvc commit` when a repo has partial imports? Currently it will fail because there is no output file in the workspace ``` $ cat...

Document dvcfs API

8

### Report [Dvcfs](https://github.com/iterative/dvc/tree/main/dvc/fs) can be a useful public api that is more flexible than the methods in the current dvc api. Some use cases for it: * It can support...

ref: add git status refs to data status

1

Closes #3928

ref: compare `dvc data status` to similar commands

1

### Report We can add some more context in https://dvc.org/doc/command-reference/data/status to compare it to: * `dvc status`: `dvc data status` includes comparison to Git HEAD and doesn't show how pipelines...

Plots: modify plots from plots view

2

I'd like to be able to change how the plots look without leaving the plots view. For now, I have to go to `dvc.yaml`, adjust properties, and then come back...

MLEM takes care of the initial step for deployment by handling packaging/building and serving the model. Once the model is deployed, the next step is monitoring the model. See this...

`log_model`

11

Use [MLEM](https://mlem.ai/) to save models. Should also enable these to be automatically tracked with DVC. This is important to be able to save models in DVCLive across frameworks in a...

plots: make output structure consistent between plot types

2

Follow up to #322. The difference in behavior between `log_image` and `log_sklearn_plot` bothers me: ``` ├── plots │ ├── images │ │ ├── 0 │ │ │ └── img.png │...

Not sure why anyone would want a longer method, but `log_metric` is more explicit. Is it worth adding for clarification?