cmd: update commit-related info.

content/docs/command-reference/add.md

@@ -128,10 +128,9 @@ not.
   among the `targets`, this option is ignored. For each file found, a new `.dvc`
   file is created using the process described in this command's description.
 
-- `--no-commit` - do not save outputs to cache. A `.dvc` file is created, while
-  nothing is added to the cache. (`dvc status` will report that the file is
-  `not in cache`.) Use `dvc commit` when ready to commit outputs with DVC. This
-  is analogous to using `git add` before `git commit`.
+- `--no-commit` - do not store `targets` in the cache (the `.dvc` file is still
+  created). Use `dvc commit` to finish the operation (similar to `git commit`
+  after `git add`).
 
 - `--file <filename>` - specify name of the `.dvc` file it generates. This
   option works only if there is a single target. By default the name of the

content/docs/command-reference/commit.md

@@ -1,7 +1,8 @@
 # commit
 
-Record changes to DVC-tracked files in the <abbr>project</abbr>, by saving them
-to the <abbr>cache</abbr> and updating the `dvc.lock` or `.dvc` files.
+Record changes to files or directories tracked by DVC, by storing the current
+versions in the <abbr>cache</abbr>, and updating `dvc.lock` or `.dvc` files as
+needed.
 
 ## Synopsis
 
@@ -17,65 +18,52 @@ positional arguments:
 
 ## Description
 
-The `dvc commit` command is useful for several scenarios, when data already
-tracked by DVC changes: when a [stage](/doc/command-reference/run) or
-[pipeline](/doc/command-reference/dag) is in development/experimentation; to
-force-update the `dvc.lock` or `.dvc` files without reproducing stages or
-pipelines; or to mark existing files/dirs as stage <abbr>outputs</abbr>. These
-scenarios are further detailed below.
-
-- Code or data for a stage is under active development, with multiple iterations
-  (experiments) in code, configuration, or data. Use the `--no-commit` option of
-  DVC commands (`dvc add`, `dvc run`, `dvc repro`) to avoid caching unnecessary
-  data repeatedly. Use `dvc commit` when the DVC-tracked data is final.
-
-  💡 For convenience, a pre-commit Git hook is available to remind you to
-  `dvc commit` when needed. See `dvc install` for more details.
-
-- Sometimes we want to edit source code, config, or data files in a way that
-  doesn't cause changes in the results of their data pipeline. We might write
-  add code comments, change indentation, remove some debugging printouts, or any
-  other change that doesn't cause changed stage outputs. However, DVC will
-  notice that some <abbr>dependencies</abbr> have changed, and expect you to
-  reproduce the whole pipeline. If you're sure no pipeline results would change,
-  use `dvc commit` to force update the `dvc.lock` or `.dvc` files and cache.
-
-- In some cases, we have previously executed a stage, and later notice that some
-  of the files/directories used by the stage as dependencies or created as
-  outputs are missing from `dvc.yaml`. It is possible to
-  [add missing data to an existing stage](/docs/user-guide/how-to/add-deps-or-outs-to-a-stage),
-  and then `dvc commit` can be used to save outputs to the cache (and update
-  `dvc.lock`)
-
-- It's always possible to manually execute the command or source code used in a
-  stage without DVC (outputs must be unprotected or removed first in certain
-  cases, see `dvc unprotect`). Once the desired result is reached, use
-  `dvc commit` to update the `dvc.lock` file(s) and store changed data to the
-  cache.
-
-Let's take a look at what is happening in the first scenario closely. Normally
-DVC commands like `dvc add`, `dvc repro` or `dvc run` commit the data to the
-<abbr>cache</abbr> after creating or updating a `dvc.lock` or `.dvc` file. What
-_commit_ means is that DVC:
-
-- Computes a hash for the file/directory.
-- Enters the hash value and file name in the `dvc.lock` or `.dvc` file.
-- Tells Git to ignore the file/directory (adding them to `.gitignore`). (Note
-  that if the <abbr>project</abbr> was initialized with no Git support
-  (`dvc init --no-scm`), this does not happen.)
-- Adds the file(s) in question to the cache.
-
-There are many cases where the last step is not desirable (for example rapid
-iterations on an experiment). The `--no-commit` option prevents it (on the
-commands where it's available). The file hash is still computed and added to the
-`dvc.lock` or `.dvc` file, but the actual data is not cached. And this is where
-the `dvc commit` command comes into play: It performs that last step when
-needed.
+This command can be useful for several scenarios, when
+[stages](/doc/command-reference/run) are under development, or to force-update
+the cache without having to execute stage commands again (avoiding `dvc repro`).
+
+> Note that this does not register project versions. That can be done with
+> `git commit` (if using Git).
+
+Normally, `dvc repro` and `dvc run` finish up with the same steps as `dvc add`,
+for each <abbr>output</abbr> involved. In summary:
+
+- Compute the hash value of the file or directory and save it in the `dvc.lock`
+  or `.dvc` file.
+- If using Git, append the file/directory path to `.gitignore`.
+- Store the data in question in the <abbr>cache</abbr>.
+
+For stages under development, the last step can be skipped with the
+`--no-commit` option of those commands. This avoids caching unfinished data
+(hash values are still calculated and added to `dvc.lock` or `.dvc` files). This
+is where `dvc commit` comes into play: It performs that last step when needed.
+
+💡 For convenience, a pre-commit Git hook is available to remind you to
+`dvc commit` when needed. See `dvc install` for more info.
+
+Other scenarios include:
+
+- Often we edit source code, configuration, or input data in a way that doesn't
+  cause changes to any outputs, for example reformatting data, adding code
+  comments, etc. However, DVC notices all changes to <abbr>dependencies</abbr>
+  and expects you to reproduce the corresponding stages. Use `dvc commit`
+  instead to force accepting the changes without having to `dvc repro`.
+
+- Sometimes, after executing a stage, we realize that we forgot to specify some
+  of its dependencies or outputs in `dvc.yaml`. Fortunately it's possible to
+  [add the missing deps/outs](/docs/user-guide/how-to/add-deps-or-outs-to-a-stage),
+  and `dvc commit` may be needed to finalize the remedy (see link).
+
+- It's also possible to execute stage commands by hand (without `dvc repro`), or
+  to manually modify their output files or directories. Use `dvc commit` to
+  register the changes with DVC once you're done.
+
+  > Note that `dvc unprotect` (or removing the outputs) is usually required
+  > before rewriting files/dirs tracked by DVC.
 
-Note that it's best to avoid the last three scenarios. They essentially
-force-update the `dvc.lock` or `.dvc` files and save data to cache. They are
-still useful, but keep in mind that DVC can't guarantee reproducibility in those
-cases.
+Note that it's best to try avoiding these scenarios, where the cache,
+`dvc.lock`, and `.dvc` files are force-updated. DVC can't guarantee
+reproducibility in those cases.
 
 ## Options
 
@@ -228,20 +216,21 @@ ba000ba83b341a423a81eed8ff9238
 We've verified that `dvc commit` has saved the changes into the cache, and that
 the new instance of `model.pkl` is there.
 
-## Example: Running commands without DVC
+## Example: Executing stage commands without DVC
 
-It is also possible to execute the commands that are executed by `dvc repro` by
-hand. You won't have DVC helping you, but you have the freedom to run any
-command you like, even ones not defined in `dvc.yaml` stages. For example:
+Sometimes you may want to execute stage commands manually (instead of using
+`dvc repro`). You won't have DVC helping you, but you'll have the freedom to run
+any command, even ones not defined in `dvc.yaml`. For example:
 
 ```dvc
 $ python src/featurization.py data/prepared data/features
 $ python src/train.py data/features model.pkl
 $ python src/evaluate.py model.pkl data/features auc.metric
 ```
 
-As before, `dvc status` will show which files have changed, and when your work
-is finalized `dvc commit` will commit everything to the <abbr>cache</abbr>.
+As before, `dvc status` will show which tracked files/dirs have changed, and
+when your work is finalized, `dvc commit` will save the outputs the
+<abbr>cache</abbr>.
 
 ## Example: Updating dependencies
 

content/docs/command-reference/repro.md

@@ -26,10 +26,8 @@ implicitly defined by the stages listed in `dvc.yaml`. The commands defined in
 these stages can then be executed in the correct order, reproducing pipeline
 results.
 
-> Pipeline stages are defined in a
-> [`dvc.yaml` file](/doc/user-guide/dvc-files-and-directories#dvcyaml-file)
-> (either manually or by using `dvc run`) while initial data dependencies can be
-> registered with `dvc add`.
+> Pipeline stages are defined in a `dvc.yaml` file (either manually or by using
+> `dvc run`) while initial data dependencies can be registered with `dvc add`.
 
 This command is similar to [Make](https://www.gnu.org/software/make/) in
 software build automation, but DVC captures build requirements
@@ -105,11 +103,9 @@ up-to-date and only execute the final stage.
   target directory and its subdirectories for stages (in `dvc.yaml`) to inspect.
   If there are no directories among the targets, this option is ignored.
 
-- `--no-commit` - do not save outputs to cache. A DVC-file is created, while
-  nothing is added to the cache. (`dvc status` will report that the file is
-  `not in cache`.) Use `dvc commit` when ready to commit outputs with DVC.
-  Useful to avoid caching unnecessary data repeatedly when running multiple
-  experiments.
+- `--no-commit` - do not store outputs in the cache (`dvc.yaml` and `dvc.lock`
+  are still created or updated); useful to avoid caching unnecessary data when
+  executing tests or experiments. Use `dvc commit` to finish the operation.
 
 - `-m`, `--metrics` - show metrics after reproduction. The target pipelines must
   have at least one metrics file defined either with the `dvc metrics` command,
@@ -141,10 +137,10 @@ up-to-date and only execute the final stage.
   stages (`A` and below) depend on `requirements.txt`, we can specify it in `A`,
   and omit it in `B` and `C`.
 
-  Like with the same option on `dvc run`, this is a way to force-execute stages
-  without changes. This can also be useful for pipelines containing stages that
-  produce non-deterministic (semi-random) outputs, where outputs can vary on
-  each execution, meaning the cache cannot be trusted for such stages.
+  Like with the `--force` option on `dvc run`, this is a way to force-execute
+  stages without changes. This can also be useful for pipelines containing
+  stages that produce non-deterministic (semi-random) outputs, where outputs can
+  vary on each execution, meaning the cache cannot be trusted for such stages.
 
 - `--downstream` - only execute the stages after the given `targets` in their
   corresponding pipelines, including the target stages themselves. This option

content/docs/command-reference/run.md

@@ -227,14 +227,14 @@ $ dvc run -n my_stage './my_script.sh $MYENVVAR'
   It's used by `dvc repro` to change the working directory before executing the
   `command`.
 
-- `--no-exec` - create a stage file, but do not execute the `command` defined in
-  it, nor cache dependencies or outputs (like with `--no-commit`, explained
-  below). DVC will also add your outputs to `.gitignore`, same as it would do
-  without `--no-exec`. Use `dvc commit` to force committing existing output file
-  versions to cache.
+- `--no-exec` - write the stage to `dvc.yaml`, but do not execute its `command`.
+  Any dependencies and outputs will be entered in `.gitignore`, but won't be
+  cached (like with `--no-commit` below) or recorded in `dvc.lock`. Use
+  `dvc commit` to save any existing dep/out files to the cache and record their
+  hashes to the lock file.
 
   This is useful if, for example, you need to build a pipeline quickly first,
-  and run it all at once later.
+  and run it all at once later (with `dvc repro`).
 
 - `-f`, `--force` - overwrite an existing stage in `dvc.yaml` file without
   asking for confirmation.
@@ -244,14 +244,9 @@ $ dvc run -n my_stage './my_script.sh $MYENVVAR'
   command's code is non-deterministic
   ([not recommended](#avoiding-unexpected-behavior)).
 
-- `--no-commit` - do not save outputs to cache. A stage created, while nothing
-  is added to the cache. In the stage file, the file hash values will be empty;
-  They will be populated the next time this stage is actually executed, or
-  `dvc commit` can be used to force committing existing output file versions to
-  cache.
-
-  This is useful to avoid caching unnecessary data repeatedly when running
-  multiple experiments.
+- `--no-commit` - do not store outputs in the cache (`dvc.yaml` and `dvc.lock`
+  are still created or updated); useful to avoid caching unnecessary data when
+  executing tests or experiments. Use `dvc commit` to finish the operation.
 
 - `--always-changed` - always consider this stage as changed (uses the
   `always_changed` field in `dvc.yaml`). As a result `dvc status` will report it