treeverse · shcheklein · Feb 13, 2020 · Jan 17, 2020 · Jan 24, 2020 · Jan 27, 2020
diff --git a/public/static/docs/changelog/0.35.md b/public/static/docs/changelog/0.35.md
@@ -59,9 +59,9 @@ improvements) we have done in the last few months:
 
 - ⚡️ **Performance optimizations.** The most notable one is the migration from
   using a plain JSON file to an (embedded) SQLLite instance, to cache file and
-  directory checksums. Another one is improved performance, stability and
-  general user experience for the commands that navigate tags or branches (all
-  the commands that include `--all-bracnhes`, `-a` or `--all-tags`, `-T`).
+  directory hashes. Another one is improved performance, stability and general
+  user experience for the commands that navigate tags or branches (all the
+  commands that include `--all-bracnhes`, `-a` or `--all-tags`, `-T`).
 
 There are new [integrations and plugins](/doc/install/plugins) available:
 

diff --git a/public/static/docs/command-reference/add.md b/public/static/docs/command-reference/add.md
@@ -29,16 +29,16 @@ that becomes [external outputs](/doc/user-guide/managing-external-data).
 Under the hood, a few actions are taken for each file (or directory) in
 `targets`:
 
-1. Calculate the file checksum.
+1. Calculate the file hashes.
 2. Move the file contents to the cache directory (by default in `.dvc/cache`),
-   using the checksum to form the cached file names. (See
+   using the file hash to form the cached file names. (See
    [Structure of cache directory](/doc/user-guide/dvc-files-and-directories#structure-of-cache-directory)
    for more details.)
 3. Attempt to replace the file by a link to the file in cache (more details
    below).
-4. Create a corresponding DVC-file and store the checksum to identify the cached
-   file. Unless the `-f` option is used, the DVC-file name generated by default
-   is `<file>.dvc`, where `<file>` is the file name of the first target.
+4. Create a corresponding DVC-file and store the file hash to identify the
+   cached file. Unless the `-f` option is used, the DVC-file name generated by
+   default is `<file>.dvc`, where `<file>` is the file name of the first target.
 5. Unless `dvc init --no-scm` was used when initializing the project, add the
    `targets` to `.gitignore` in order to prevent them from being committed to
    the Git repository.
@@ -48,7 +48,7 @@ Under the hood, a few actions are taken for each file (or directory) in
 
 The result is that the target data gets cached by DVC, and instead small
 DVC-files can be tracked with Git. The DVC-file lists the added file as an
-output (`outs` field), and references the cached file using the checksum. See
+output (`outs` field), and references the cached file using its hash. See
 [DVC-File Format](/doc/user-guide/dvc-file-format) for more details.
 
 > Note that DVC-files created by this command are considered _orphans_ because
@@ -150,7 +150,7 @@ meta: # Special field to contain arbitary user data
   email: john@xyz.com
 ```
 
-This is a standard DVC-file with only an `outs` entry. The checksum should
+This is a standard DVC-file with only an `outs` entry. The hash value should
 correspond to an entry in the <abbr>cache</abbr>.
 
 > Note that the `meta` values above were entered manually for this example. Meta

diff --git a/public/static/docs/command-reference/checkout.md b/public/static/docs/command-reference/checkout.md
@@ -33,8 +33,8 @@ The execution of `dvc checkout` does the following:
 
 - Scans the DVC-files to compare against the data files or directories in the
   <abbr>workspace</abbr>. DVC knows which data (<abbr>outputs</abbr>) match
-  because the corresponding file hash values are saved in the `outs` fields in
-  the DVC-files. Scanning is limited to the given `targets` (if any). See also
+  because the corresponding hash values are saved in the `outs` fields in the
+  DVC-files. Scanning is limited to the given `targets` (if any). See also
   options `--with-deps` and `--recursive` below.
 
 - Missing data files or directories, or those that don't match with any
@@ -147,7 +147,7 @@ bigrams-experiment      <- Uses bigrams to improve the model
 This project comes with a predefined HTTP
 [remote storage](/doc/command-reference/remote). We can now just run `dvc pull`
 that will fetch and checkout the most recent `model.pkl`, `data.xml`, and other
-files that are under DVC control. The model file checksum
+files that are under DVC control. The model file hash
 `3863d0e317dee0a55c4e59d2ec0eef33` will be used in the `train.dvc`
 [stage file](/doc/command-reference/run):
 
@@ -195,10 +195,10 @@ MD5 (model.pkl) = 43630cce66a2432dcecddc9dd006d0a7
 ```
 
 What happened is that DVC went through the DVC-files and adjusted the current
-set of files to match the `outs` in them. `dvc fetch` is run this once to
-download missing data from the remote storage to the <abbr>cache</abbr>.
-(Alternatively, we could have just run `dvc pull` to do `dvc fetch` +
-`dvc checkout` in one step.)
+set of <abbr>output</abbr> files to match the `outs` in them. `dvc fetch` is run
+this once to download missing data from the remote storage to the
+<abbr>cache</abbr>. (Alternatively, we could have just run `dvc pull` to do
+`dvc fetch` + `dvc checkout` in one step.)
 
 ## Example: Automating DVC checkout
 

diff --git a/public/static/docs/command-reference/commit.md b/public/static/docs/command-reference/commit.md
@@ -49,8 +49,8 @@ Let's take a look at what is happening in the fist scenario closely. Normally
 DVC commands like `dvc add`, `dvc repro` or `dvc run` commit the data to the
 <abbr>cache</abbr> after creating a DVC-file. What _commit_ means is that DVC:
 
-- Computes a checksum for the file/directory.
-- Enters the checksum and file name into the DVC-file.
+- Computes a hash for the file/directory.
+- Enters the hash value and file name into the DVC-file.
 - Tells Git to ignore the file/directory (adding an entry to `.gitignore`).
   (Note that if the <abbr>project</abbr> was initialized with no SCM support
   (`dvc init --no-scm`), this does not happen.)
@@ -59,10 +59,10 @@ DVC commands like `dvc add`, `dvc repro` or `dvc run` commit the data to the
 There are many cases where the last step is not desirable (for example rapid
 iterations on an experiment). The `--no-commit` option prevents the last step
 from occurring (on the commands where it's available), saving time and space by
-not storing unwanted <abbr>data artifacts</abbr>. Checksums is still computed
-and added to the DVC-file, but the actual data file is not saved in the cache.
-This is where the `dvc commit` command comes into play. It performs that last
-step (saving the data in cache).
+not storing unwanted <abbr>data artifacts</abbr>. The file hash is still
+computed and added to the DVC-file, but the actual data file is not saved in the
+cache. This is where the `dvc commit` command comes into play. It performs that
+last step (saving the data in cache).
 
 Note that it's best to avoid the last two scenarios. They essentially
 force-update the [DVC-files](/doc/user-guide/dvc-file-format) and save data to
@@ -81,7 +81,7 @@ reproducibility in those cases.
   for this option to have effect. Determines the files to commit by searching
   each target directory and its subdirectories for DVC-files to inspect.
 
-- `-f`, `--force` - commit data even if checksums for dependencies or outputs
+- `-f`, `--force` - commit data even if hash values for dependencies or outputs
   did not change.
 
 - `-h`, `--help` - prints the usage/help message, and exit.
@@ -196,7 +196,7 @@ wdir: .
 
 To verify this instance of `model.pkl` is not in the cache, we must know the
 path to the cached file. In the cache directory, the first two characters of the
-checksum are used as a subdirectory name, and the remaining characters are the
+hash value are used as a subdirectory name, and the remaining characters are the
 file name. Therefore, had the file been committed to the cache, it would appear
 in the directory `.dvc/cache/70`. Let's check:
 

diff --git a/public/static/docs/command-reference/config.md b/public/static/docs/command-reference/config.md
@@ -76,7 +76,7 @@ This is the main section with the general config options:
   [anonymized usage statistics](/doc/user-guide/analytics). Accepts values
   `true` (default) and `false`.
 
-- `core.checksum_jobs` - number of threads for computing checksums. Accepts
+- `core.checksum_jobs` - number of threads for computing file hashes. Accepts
   positive integers. The default value is `max(1, min(4, cpu_count() // 2))`.
 
 - `core.hardlink_lock` - use hardlink file locks instead of the default ones,
@@ -168,9 +168,9 @@ for more details.) This section contains the following options:
 
   > Avoid using the same remote location that you are using for `dvc push`,
   > `dvc pull`, `dvc fetch` as external cache for your external outputs, because
-  > it may cause possible checksum overlaps. Checksum for some data file on an
-  > external storage can potentially collide with checksum generated locally for
-  > a different file, with a different content.
+  > it may cause possible file hash overlaps: the hash of a data file in
+  > external storage could collide with a hash generated locally for another
+  > file with a different content.
 
 - `cache.s3` - name of an
   [Amazon S3 remote to use as external cache](/doc/user-guide/managing-external-data#amazon-s-3).
@@ -191,9 +191,9 @@ learn more about the state file (database) that is used for optimization.
 
 - `state.row_limit` - maximum number of entries in the state database, which
   affects the physical size of the state file itself, as well as the performance
-  of certain DVC operations. The bigger the limit the more checksum history DVC
-  can keep in order to avoid sequential checksum recalculations for the files.
-  Default limit is set to 10 000 000 rows.
+  of certain DVC operations. The bigger the limit, the longer the file hash
+  history that DVC can keep, in order to avoid sequential hash recalculations.
+  The default limit is set to 10,000,000 rows.
 
 - `state.row_cleanup_quota` - percentage of the state database that is going to
   be deleted when it hits the `state.row_limit`. When an entry in the database

diff --git a/public/static/docs/command-reference/diff.md b/public/static/docs/command-reference/diff.md
@@ -17,10 +17,10 @@ positional arguments:
 
 ## Description
 
-Given two commit SHA hashes, branch or tag names, etc.
+Given two commit hashes, branch or tag names, etc.
 ([references](https://git-scm.com/docs/revisions)) `a_ref` and `b_ref`, this
-command shows a comparative summary of basic statistics: how many files were
-deleted/changed, and the file size differences.
+command shows a comparative summary of basic statistics related to files tracked
+by DVC: how many files were deleted/changed, and the file size differences.
 
 > Note that `dvc diff` does not show the line-to-line comparisons like
 > `git diff` or [GNU `diff`](https://www.gnu.org/software/diffutils/) can. This
@@ -78,12 +78,12 @@ Preparing to download data from 'https://remote.dvc.org/get-started'
 
 ## Example: Previous commit in the same branch
 
-The minimal `dvc diff` command only includes the "from" reference (`a_ref`) from
-which to calculate the difference. The "until" reference (`b_ref`) defaults to
-`HEAD` (current Git commit).
+The minimal `dvc diff`, run without arguments, defaults to comparing DVC-tacked
+files between `HEAD` (current Git commit) and the current <abbr>workspace</abbr>
+(uncommitted changes, if any).
 
-To see the difference with the very previous commit of the project, we can use
-`HEAD^` as `a_ref`:
+To see the difference between the very previous commit of the project and the
+workspace, we can use `HEAD^` as `a_ref`:
 
 ```dvc
 $ dvc diff HEAD^

diff --git a/public/static/docs/command-reference/fetch.md b/public/static/docs/command-reference/fetch.md
@@ -64,11 +64,10 @@ for more information on how to configure different remote storage providers.
 `dvc fetch`, `dvc pull`, and `dvc push` are related in that these 3 commands
 perform data synchronization among local and remote storage. The specific way in
 which the set of files to push/fetch/pull is determined begins with calculating
-the checksums of the files in question, when these are
-[added](/doc/get-started/add-files) to DVC. File checksums are then stored in
-the corresponding DVC-files (usually saved in a Git branch). Only the checksums
-specified in DVC-files currently in the project are considered by `dvc fetch`
-(unless the `-a` or `-T` options are used).
+file hashes when these are [added](/doc/get-started/add-files) to DVC. File
+hashes are stored in the corresponding DVC-files (typically versioned with Git).
+Only the hashes specified in DVC-files currently in the workspace are considered
+by `dvc fetch` (unless the `-a` or `-T` options are used).
 
 ## Options
 
@@ -103,7 +102,7 @@ specified in DVC-files currently in the project are considered by `dvc fetch`
 - `-T`, `--all-tags` - fetch cache for all Git tags. Similar to `-a` above. Note
   that both options can be combined, for example using the `-aT` flag.
 
-- `--show-checksums` - show checksums instead of file names when printing the
+- `--show-checksums` - show file hashes instead of file names when printing the
   download progress.
 
 * `-h`, `--help` - prints the usage/help message, and exit.
@@ -194,8 +193,8 @@ Note that the `.dvc/cache` directory was created and populated.
 > for more info.
 
 As seen above, used without arguments, `dvc fetch` downloads all assets needed
-by all DVC-files in the current branch, including for directories. The checksums
-`3863d0e317dee0a55c4e59d2ec0eef33` and `42c7025fc0edeb174069280d17add2d4`
+by all DVC-files in the current branch, including for directories. The hash
+values `3863d0e317dee0a55c4e59d2ec0eef33` and `42c7025fc0edeb174069280d17add2d4`
 correspond to the `model.pkl` file and `data/features/` directory, respectively.
 
 Let's now link files from the cache to the workspace with:
@@ -232,8 +231,8 @@ $ tree .dvc/cache
 > Note that `prepare.dvc` is the first stage in our example's pipeline.
 
 Cache entries for the necessary directories, as well as the actual
-`data/prepared/test.tsv` and `data/prepared/train.tsv` files were download,
-checksums shown above.
+`data/prepared/test.tsv` and `data/prepared/train.tsv` files were downloaded.
+Their hash values are shown above.
 
 ## Example: With dependencies
 

diff --git a/public/static/docs/command-reference/gc.md b/public/static/docs/command-reference/gc.md
@@ -79,7 +79,7 @@ $ du -sh .dvc/cache/
 ```
 
 When you run `dvc gc` it removes all objects from cache that are not referenced
-in the <abbr>workspace</abbr> (by collecting hash sums from the DVC-files):
+in the <abbr>workspace</abbr> (by collecting hash values from the DVC-files):
 
 ```dvc
 $ dvc gc

diff --git a/public/static/docs/command-reference/get.md b/public/static/docs/command-reference/get.md
@@ -56,7 +56,7 @@ name.
   an existing directory is specified, then the output will be placed inside of
   it.
 
-- `--rev` - commit SHA hash, branch or tag name, etc. (any
+- `--rev` - commit hash, branch or tag name, etc. (any
   [Git revision](https://git-scm.com/docs/revisions)) of the repository to
   download the file or directory from. The latest commit in `master` (tip of the
   default branch) is used by default when this option is not specified.
@@ -134,7 +134,7 @@ https://remote.dvc.org/get-started/66/2eb7f64216d9c2c1088d0a5e2c6951
 
 `remote.dvc.org/get-started` is an HTTP
 [DVC remote](/doc/command-reference/remote), whereas
-`662eb7f64216d9c2c1088d0a5e2c6951` is the file's checksum.
+`662eb7f64216d9c2c1088d0a5e2c6951` is the file hash.
 
 ## Example: Compare different versions of data or model
 

diff --git a/public/static/docs/command-reference/import-url.md b/public/static/docs/command-reference/import-url.md
@@ -241,7 +241,7 @@ outs:
 The DVC-file is nearly the same as in the previous example. The difference is
 that the dependency (`deps`) now references the local file in the data store
 directory we created previously. (Its `path` has the URL for the data store.)
-And instead of an `etag` we have an `md5` checksum. We did this so its easy to
+And instead of an `etag` we have an `md5` hash value. We did this so its easy to
 edit the data file.
 
 Let's now manually reproduce a
@@ -306,8 +306,8 @@ Data and pipelines are up to date.
 
 In the data store directory, edit `data.xml`. It doesn't matter what you change,
 as long as it remains a valid XML file, because any change will result in a
-different dependency file checksum (`md5`) in the import stage DVC-file. Once we
-do so, we can run `dvc update` to make sure the import stage is up to date:
+different dependency file hash (`md5`) in the import stage DVC-file. Once we do
+so, we can run `dvc update` to make sure the import stage is up to date:
 
 ```dvc
 $ dvc update data.xml.dvc

diff --git a/public/static/docs/command-reference/import.md b/public/static/docs/command-reference/import.md
@@ -73,7 +73,7 @@ data artifact from the source repo.
   an existing directory is specified, then the output will be placed inside of
   it.
 
-- `--rev` - commit SHA hash, branch or tag name, etc. (any
+- `--rev` - commit hash, branch or tag name, etc. (any
   [Git revision](https://git-scm.com/docs/revisions)) of the repository to
   download the file or directory from. The latest commit in `master` (tip of the
   default branch) is used by default when this option is not specified.
@@ -159,10 +159,9 @@ deps:
 If `rev` is a Git branch or tag (where the commit it points to changes), the
 data source may have updates at a later time. To bring it up to date if so (and
 update `rev_lock` in the DVC-file), simply use `dvc update <stage>.dvc`. If
-`rev` is a specific commit SHA hash (does not change), `dvc update` will never
-have an effect on the import stage. You may **re-import** a different commit
-instead, by using `dvc import` again with a different (or without) `--rev`. For
-example:
+`rev` is a specific commit hash (does not change), `dvc update` will never have
+an effect on the import stage. You may **re-import** a different commit instead,
+by using `dvc import` again with a different (or without) `--rev`. For example:
 
 ```dvc
 $ dvc import --rev master \

diff --git a/public/static/docs/command-reference/install.md b/public/static/docs/command-reference/install.md
@@ -21,11 +21,11 @@ etc.) doesn't have DVC initialized (no `.dvc/` directory present).
 
 Namely:
 
-**Checkout**: For any commit SHA hash, branch or tag, `git checkout` retrieves
-the [DVC-files](/doc/user-guide/dvc-file-format) corresponding to that version.
-The project's DVC-files in turn refer to data stored in <abbr>cache</abbr>, but
-not necessarily in the <abbr>workspace</abbr>. Normally, it would be necessary
-to run `dvc checkout` to synchronize workspace and DVC-files.
+**Checkout**: For any commit hash, branch or tag, `git checkout` retrieves the
+[DVC-files](/doc/user-guide/dvc-file-format) corresponding to that version. The
+project's DVC-files in turn refer to data stored in <abbr>cache</abbr>, but not
+necessarily in the <abbr>workspace</abbr>. Normally, it would be necessary to
+run `dvc checkout` to synchronize workspace and DVC-files.
 
 This hook automates running `dvc checkout`.
 
@@ -174,10 +174,11 @@ running `git checkout master`.
 We also see that the first `dvc status` tells us about differences between the
 project's <abbr>cache</abbr> and the data files currently in the workspace. Git
 changed the DVC-files in the workspace, which changed references to data files.
-What `dvc status` did is inform us the data files in the workspace no longer
-matched the checksums in the [DVC-files](/doc/user-guide/dvc-file-format).
-Running `dvc checkout` then checks out the corresponding data files, and a
-second `dvc status` now tells us the data files match the DVC-files.
+`dvc status` first informed us that the data files in the workspace no longer
+matched the hash values in the corresponding
+[DVC-files](/doc/user-guide/dvc-file-format). Running `dvc checkout` then brings
+them up to date, and a second `dvc status` tells us that the data files now do
+match the DVC-files.
 
 ```dvc
 $ git checkout master

diff --git a/public/static/docs/command-reference/remote/add.md b/public/static/docs/command-reference/remote/add.md
@@ -213,9 +213,8 @@ $ dvc remote modify myremote gdrive_client_secret <client secret>
 
 Note that GDrive remotes are not "trusted" by default. This means that the
 [`verify`](/doc/command-reference/remote/modify#available-settings-for-all-remotes)
-option is enabled on this type of storage, so DVC recalculates the checksums of
-files upon download (e.g. `dvc pull`), to make sure that these haven't been
-modified.
+option is enabled on this type of storage, so DVC recalculates the file hashes
+upon download (e.g. `dvc pull`), to make sure that these haven't been modified.
 
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