docs: regular update (early August)

src/Documentation/glossary.js

@@ -5,54 +5,60 @@ export default {
     'relevant DVC concepts and terminologies which are frequently used.',
   contents: [
     {
-      name: 'Workspace directory',
+      name: 'Workspace',
       match: ['workspace'],
-      desc:
-        'The **workspace** contains all of your DVC **project** files and ' +
-        "directories. It's typically also a Git **repository**. See also " +
-        '[`dvc init`](/doc/commands-reference/init).'
+      desc: `
+By "workspace" we refer to the directory containing all your project files. For
+example raw datasets, source code, ML models, etc. A workspace becomes a DVC
+project when [\`dvc init\`](/doc/commands-reference/init) is run, and
+[DVC-files](/doc/user-guide/dvc-file-format) are created in it. It\s typically
+also a Git repository.
+      `
     },
     {
-      name: 'DVC cache',
+      name: 'DVC Cache',
       match: ['DVC cache', 'cache', 'cache directory'],
-      desc:
-        'The DVC cache is a hidden storage (by default located in the ' +
-        '`.dvc/cache` directory) for files that are under DVC control, and ' +
-        'their different versions. For more details, please refer to this ' +
-        '[document](/doc/user-guide/dvc-files-and-directories' +
-        '#structure-of-cache-directory).'
+      desc: `
+The DVC cache is a hidden storage (by default located in the \`.dvc/cache\`
+directory) for files that are under DVC control, and their different versions.
+For more details, please refer to this
+[document](/doc/user-guide/dvc-files-and-directories#structure-of-cache-directory).
+      `
     },
     {
-      name: 'Data artifact',
+      name: 'Data Artifact',
       match: ['data artifact', 'data artifacts'],
-      desc:
-        'Any **data** file or directory, as well as intermediate or final ' +
-        'result (such as extracted features or a ML model file) that is ' +
-        'under DVC control. Refer to [Data and Model Files Versioning]' +
-        '(/doc/use-cases/data-and-model-files-versioning) for more details.'
+      desc: `
+Any data file or directory, as well as intermediate or final result (such as
+extracted features or a ML model file) that is under DVC control. Refer to
+[Data and Model Files Versioning](/doc/use-cases/data-and-model-files-versioning)
+for more details.
+      `
     },
     {
-      name: 'Import stage',
+      name: 'Import Stage',
       match: ['import stage', 'import stages'],
-      desc:
-        'Stage (DVC-file) created with the `dvc import` or `dvc import-url` ' +
-        'commands. They represent files or directories from external sources.'
+      desc: `
+Stage (DVC-file) created with the \`dvc import\` or \`dvc import-url\`
+commands. They represent files or directories from external sources.
+      `
     },
     {
       name: 'Output',
       match: ['output', 'outputs'],
-      desc:
-        'A file or a directory that is under DVC control. See `dvc add`, ' +
-        '`dvc run`, `dvc import`, `dvc import-url` commands.'
+      desc: `
+A file or a directory that is under DVC control. See \`dvc add\` \`dvc run\`,
+\`dvc import\`, \`dvc import-url\` commands.
+      `
     },
     {
       name: 'External Dependency',
       match: ['external dependency', 'external dependencies'],
-      desc:
-        'A DVC-file dependency with origin in an external source, for ' +
-        'example HTTP, SSH, Amazon S3, Google Cloud Storage remote ' +
-        'locations, or even other DVC repositories. See ' +
-        '[External Dependencies](/doc/user-guide/external-dependencies).'
+      desc: `
+A DVC-file dependency with origin in an external source, for example HTTP, SSH,
+Amazon S3, Google Cloud Storage remote locations, or even other DVC repositories.
+See [External Dependencies](/doc/user-guide/external-dependencies).
+      `
     }
   ]
 }

static/docs/commands-reference/add.md

@@ -105,7 +105,7 @@ models). This way you bring data provenance and make your project reproducible.
   location, by including a path in the provided value (e.g.
   `-f stages/stage.dvc`).
 
-## Examples: Single file
+## Example: Single file
 
 Take a file under DVC control:
 
@@ -158,7 +158,7 @@ $ file .dvc/cache/d8/acabbfd4ee51c95da5d7628c7ef74b
 .dvc/cache/d8/acabbfd4ee51c95da5d7628c7ef74b: ASCII text
 ```
 
-## Examples: Directory
+## Example: Directory
 
 What if you have not one dog picture, but hundreds of pictures of dogs and cats?
 Your goal might be to build an algorithm to identify dogs and cats in pictures,

static/docs/commands-reference/cache/dir.md

@@ -1,7 +1,7 @@
 # cache dir
 
-Set/unset the cache directory location intuitively (compared to using
-`dvc config cache`).
+Set/unset the <abbr>cache directory</abbr> location intuitively (compared to
+using `dvc config cache`).
 
 ## Synopsis
 
@@ -40,7 +40,12 @@ file location**. They are required in the latter form for the config file.
 
 - `-h`, `--help` - prints the usage/help message, and exit.
 
-## Examples: Using relative path
+- `-q`, `--quiet` - do not write anything to standard output. Exit with 0 if no
+  problems arise, otherwise 1.
+
+- `-v`, `--verbose` - displays detailed tracing information.
+
+## Example: Using relative path
 
 ```dvc
 $ dvc cache dir ../dir
@@ -54,7 +59,7 @@ $ cat .dvc/config
 `../dir` has been resolved relative to the `.dvc/` dir, resulting in
 `../../dir`.
 
-## Examples: Using absolute path
+## Example: Using absolute path
 
 ```dvc
 $ dvc cache dir /path/to/dir

static/docs/commands-reference/cache/index.md

@@ -1,6 +1,6 @@
 # cache
 
-Contains a helper command to set the cache directory location:
+Contains a helper command to set the <abbr>cache directory</abbr> location:
 [dir](/doc/commands-reference/cache/dir).
 
 ## Synopsis
@@ -34,15 +34,3 @@ config option, for more information on file links on different platforms.)
   problems arise, otherwise 1.
 
 - `-v`, `--verbose` - displays detailed tracing information.
-
-## Example
-
-The main use of this command is to apply the `-v` and `-q` options to
-`dvc cache dir` which doesn't have them:
-
-```dvc
-$ dvc cache --verbose dir mycache
-DEBUG: Writing '/Users/user/myproject/.dvc/config'.
-$ dvc config cache.dir
-../mycache
-```

static/docs/commands-reference/checkout.md

@@ -103,36 +103,21 @@ be pulled from a remote cache using `dvc pull`.
 
 ## Examples
 
-To explore `dvc checkout` let's consider a simple workspace with several
-[stages](/doc/commands-reference/run), and a few Git tags. Then with
-`git checkout` and `dvc checkout` we can see what happens as we shift from tag
-to tag.
+Let's employ a simple workspace with some data, code, ML models, pipeline
+stages, as well as a few Git tags, such as our
+[get started example repo](https://github.com/iterative/example-get-started).
+Then we can see what happens with `git checkout` and `dvc checkout` as we switch
+from tag to tag.
 
 <details>
 
 ### Click and expand to setup the project
 
-This step is optional, and you can run it only if you want to run this examples
-in your environment. First, you need to download the project:
+Start by cloning our sample repo if you don't already have it:
 
 ```dvc
 $ git clone https://github.com/iterative/example-get-started
-```
-
-Second, let's install the requirements. But before we do that, we **strongly**
-recommend creating a virtual environment with
-[virtualenv](https://virtualenv.pypa.io/en/stable/) or a similar tool:
-
-```dvc
 $ cd example-get-started
-$ virtualenv -p python3 .env
-$ source .env/bin/activate
-```
-
-Now, we can install requirements for the project:
-
-```dvc
-$ pip install -r requirements.txt
 ```
 
 </details>
@@ -157,7 +142,6 @@ solving the problem:
 
 ```dvc
 $ git tag
-
 baseline     <- first simple version of the model
 bigram       <- use bigrams to improve the model
 ```

static/docs/commands-reference/commit.md

@@ -90,37 +90,33 @@ into play. It handles that last step of adding the file to the DVC cache.
 
 ## Examples
 
-To explore `dvc commit` let's consider a simple pipeline with several stages:
-the example workspace used in the [Get Started](/doc/get-started) section.
+Let's employ a simple workspace with some data, code, ML models, pipeline
+stages, such as the DVC project created in our [Get Started](/doc/get-started)
+section. Then we can see what happens with `git commit` and `dvc commit` in
+different situations.
 
 <details>
 
 ### Click and expand to setup the project
 
-This step is optional, and you can run it only if you want to run this examples
-in your environment. First, you need to download the project:
+Start by cloning our sample repo if you don't already have it:
 
 ```dvc
 $ git clone https://github.com/iterative/example-get-started
+$ cd example-get-started
 ```
 
-Second, let's install the requirements. But before we do that, we **strongly**
-recommend creating a virtual environment with
-[virtualenv](https://virtualenv.pypa.io/en/stable/) or a similar tool:
+Now let's install the requirements. But before we do that, we **strongly**
+recommend creating a virtual environment with a tool such as
+[virtualenv](https://virtualenv.pypa.io/en/stable/):
 
 ```dvc
-$ cd example-get-started
 $ virtualenv -p python3 .env
 $ source .env/bin/activate
-```
-
-Now, we can install requirements for the project:
-
-```dvc
 $ pip install -r requirements.txt
 ```
 
-Then download the precomputed data using:
+Download the precomputed data using:
 
 ```dvc
 $ dvc pull --all-branches --all-tags
@@ -221,7 +217,7 @@ $ ls .dvc/cache/70
 And we've verified that `dvc commit` has saved the changes into the cache, and
 that the new instance of `model.pkl` is in the cache.
 
-## Example: Running without DVC
+## Example: Running 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 script

static/docs/commands-reference/config.md

@@ -86,8 +86,8 @@ remote. See `dvc remote` for more information.
 The DVC cache is a hidden storage (by default located in the `.dvc/cache`
 directory) for files that are under DVC control, and their different versions.
 (See `dvc cache` and
-[DVC internal files](/doc/user-guide/dvc-files-and-directories) for more
-details.)
+[DVC internal files](/doc/user-guide/dvc-files-and-directories#structure-of-cache-directory)
+for more details.)
 
 - `cache.dir` - set/unset cache directory location. A correct value must be
   either an absolute path or a path **relative to the config file location**.
@@ -180,7 +180,7 @@ more about the state file that is used for optimization.
   so that when it needs to cleanup the database it could sort them by the
   timestamp and remove the oldest ones. Default quota is set to 50(percent).
 
-## Examples: Core config options
+## Example: Core config options
 
 Set the `dvc` log level to `debug`:
 
@@ -200,7 +200,7 @@ $ dvc remote add myremote s3://bucket/path
 $ dvc config core.remote myremote
 ```
 
-## Examples: Default remotes
+## Example: Default remotes
 
 Use remote `myremote` by default:
 
@@ -227,9 +227,9 @@ which is equivalent to:
 $ dvc config core.remote -u
 ```
 
-## Examples: Cache config options
+## Example: Cache config options
 
-Set the cache directory to an absolute path:
+Set the <abbr>cache directory</abbr> to an absolute path:
 
 ```dvc
 $ dvc config cache.dir /mnt/cache

static/docs/commands-reference/destroy.md

@@ -13,9 +13,9 @@ usage: dvc destroy [-h] [-q | -v] [-f]
 ## Description
 
 It removes DVC-files, and the entire `.dvc/` meta directory from the current
-workspace. Note that the DVC cache will normally be removed as well, unless it's
-set to an external location with `dvc cache dir`. (By default a local cache is
-located in the `.dvc/cache` directory.) If you were using
+workspace. Note that the <abbr>DVC cache</abbr> will normally be removed as
+well, unless it's set to an external location with `dvc cache dir`. (By default
+a local cache is located in the `.dvc/cache` directory.) If you were using
 [symlinks for linking data](/doc/user-guide/large-dataset-optimization) from the
 cache, DVC will replace them with copies, so that your data is intact after the
 DVC repository destruction.
@@ -31,7 +31,7 @@ DVC repository destruction.
 
 - `-v`, `--verbose` - displays detailed tracing information.
 
-## Example
+## Examples
 
 ```dvc
 $ dvc init
@@ -52,10 +52,10 @@ $ ls -a
 .git code.py foo
 ```
 
-## Example: External Cache Directory
+## Example: External cache directory
 
-By default, the cache location is `.dvc/cache`. Let's change the cache location
-to `/mnt/cache` and then execute `dvc destroy` command:
+By default, the <abbr>cache</abbr> location is `.dvc/cache`. Let's change the
+cache location to `/mnt/cache` and then execute `dvc destroy` command:
 
 ```dvc
 $ dvc init