2022-06-23 06:16:38 +00:00
---
title: Attributes
teaser: Token attributes
source: spacy/attrs.pyx
---
[Token](/api/token) attributes are specified using internal IDs in many places
including:
- [`Matcher` patterns](/api/matcher#patterns),
- [`Doc.to_array`](/api/doc#to_array) and
[`Doc.from_array`](/api/doc#from_array)
- [`Doc.has_annotation`](/api/doc#has_annotation)
- [`MultiHashEmbed`](/api/architectures#MultiHashEmbed) Tok2Vec architecture
`attrs`
> ```python
> import spacy
> from spacy.attrs import DEP
>
> nlp = spacy.blank("en")
> doc = nlp("There are many attributes.")
>
> # DEP always has the same internal value
> assert DEP == 76
>
> # "DEP" is automatically converted to DEP
> assert DEP == nlp.vocab.strings["DEP"]
> assert doc.has_annotation(DEP) == doc.has_annotation("DEP")
>
> # look up IDs in spacy.attrs.IDS
> from spacy.attrs import IDS
> assert IDS["DEP"] == DEP
> ```
All methods automatically convert between the string version of an ID (`"DEP"`)
and the internal integer symbols (`DEP`). The internal IDs can be imported from
`spacy.attrs` or retrieved from the [`StringStore`](/api/stringstore). A map
from string attribute names to internal attribute IDs is stored in
`spacy.attrs.IDS`.
The corresponding [`Token` object attributes](/api/token#attributes) can be
accessed using the same names in lowercase, e.g. `token.orth` or `token.length`.
Website migration from Gatsby to Next (#12058)
* Rename all MDX file to `.mdx`
* Lock current node version (#11885)
* Apply Prettier (#11996)
* Minor website fixes (#11974) [ci skip]
* fix table
* Migrate to Next WEB-17 (#12005)
* Initial commit
* Run `npx create-next-app@13 next-blog`
* Install MDX packages
Following: https://github.com/vercel/next.js/blob/77b5f79a4dff453abb62346bf75b14d859539b81/packages/next-mdx/readme.md
* Add MDX to Next
* Allow Next to handle `.md` and `.mdx` files.
* Add VSCode extension recommendation
* Disabled TypeScript strict mode for now
* Add prettier
* Apply Prettier to all files
* Make sure to use correct Node version
* Add basic implementation for `MDXRemote`
* Add experimental Rust MDX parser
* Add `/public`
* Add SASS support
* Remove default pages and styling
* Convert to module
This allows to use `import/export` syntax
* Add import for custom components
* Add ability to load plugins
* Extract function
This will make the next commit easier to read
* Allow to handle directories for page creation
* Refactoring
* Allow to parse subfolders for pages
* Extract logic
* Redirect `index.mdx` to parent directory
* Disabled ESLint during builds
* Disabled typescript during build
* Remove Gatsby from `README.md`
* Rephrase Docker part of `README.md`
* Update project structure in `README.md`
* Move and rename plugins
* Update plugin for wrapping sections
* Add dependencies for plugin
* Use plugin
* Rename wrapper type
* Simplify unnessary adding of id to sections
The slugified section ids are useless, because they can not be referenced anywhere anyway. The navigation only works if the section has the same id as the heading.
* Add plugin for custom attributes on Markdown elements
* Add plugin to readd support for tables
* Add plugin to fix problem with wrapped images
For more details see this issue: https://github.com/mdx-js/mdx/issues/1798
* Add necessary meta data to pages
* Install necessary dependencies
* Remove outdated MDX handling
* Remove reliance on `InlineList`
* Use existing Remark components
* Remove unallowed heading
Before `h1` components where not overwritten and would never have worked and they aren't used anywhere either.
* Add missing components to MDX
* Add correct styling
* Fix broken list
* Fix broken CSS classes
* Implement layout
* Fix links
* Fix broken images
* Fix pattern image
* Fix heading attributes
* Rename heading attribute
`new` was causing some weird issue, so renaming it to `version`
* Update comment syntax in MDX
* Merge imports
* Fix markdown rendering inside components
* Add model pages
* Simplify anchors
* Fix default value for theme
* Add Universe index page
* Add Universe categories
* Add Universe projects
* Fix Next problem with copy
Next complains when the server renders something different then the client, therfor we move the differing logic to `useEffect`
* Fix improper component nesting
Next doesn't allow block elements inside a `<p>`
* Replace landing page MDX with page component
* Remove inlined iframe content
* Remove ability to inline HTML content in iFrames
* Remove MDX imports
* Fix problem with image inside link in MDX
* Escape character for MDX
* Fix unescaped characters in MDX
* Fix headings with logo
* Allow to export static HTML pages
* Add prebuild script
This command is automatically run by Next
* Replace `svg-loader` with `react-inlinesvg`
`svg-loader` is no longer maintained
* Fix ESLint `react-hooks/exhaustive-deps`
* Fix dropdowns
* Change code language from `cli` to `bash`
* Remove unnessary language `none`
* Fix invalid code language
`markdown_` with an underscore was used to basically turn of syntax highlighting, but using unknown languages know throws an error.
* Enable code blocks plugin
* Readd `InlineCode` component
MDX2 removed the `inlineCode` component
> The special component name `inlineCode` was removed, we recommend to use `pre` for the block version of code, and code for both the block and inline versions
Source: https://mdxjs.com/migrating/v2/#update-mdx-content
* Remove unused code
* Extract function to own file
* Fix code syntax highlighting
* Update syntax for code block meta data
* Remove unused prop
* Fix internal link recognition
There is a problem with regex between Node and browser, and since Next runs the component on both, this create an error.
`Prop `rel` did not match. Server: "null" Client: "noopener nofollow noreferrer"`
This simplifies the implementation and fixes the above error.
* Replace `react-helmet` with `next/head`
* Fix `className` problem for JSX component
* Fix broken bold markdown
* Convert file to `.mjs` to be used by Node process
* Add plugin to replace strings
* Fix custom table row styling
* Fix problem with `span` inside inline `code`
React doesn't allow a `span` inside an inline `code` element and throws an error in dev mode.
* Add `_document` to be able to customize `<html>` and `<body>`
* Add `lang="en"`
* Store Netlify settings in file
This way we don't need to update via Netlify UI, which can be tricky if changing build settings.
* Add sitemap
* Add Smartypants
* Add PWA support
* Add `manifest.webmanifest`
* Fix bug with anchor links after reloading
There was no need for the previous implementation, since the browser handles this nativly. Additional the manual scrolling into view was actually broken, because the heading would disappear behind the menu bar.
* Rename custom event
I was googeling for ages to find out what kind of event `inview` is, only to figure out it was a custom event with a name that sounds pretty much like a native one. 🫠
* Fix missing comment syntax highlighting
* Refactor Quickstart component
The previous implementation was hidding the irrelevant lines via data-props and dynamically generated CSS. This created problems with Next and was also hard to follow. CSS was used to do what React is supposed to handle.
The new implementation simplfy filters the list of children (React elements) via their props.
* Fix syntax highlighting for Training Quickstart
* Unify code rendering
* Improve error logging in Juniper
* Fix Juniper component
* Automatically generate "Read Next" link
* Add Plausible
* Use recent DocSearch component and adjust styling
* Fix images
* Turn of image optimization
> Image Optimization using Next.js' default loader is not compatible with `next export`.
We currently deploy to Netlify via `next export`
* Dont build pages starting with `_`
* Remove unused files
* Add Next plugin to Netlify
* Fix button layout
MDX automatically adds `p` tags around text on a new line and Prettier wants to put the text on a new line. Hacking with JSX string.
* Add 404 page
* Apply Prettier
* Update Prettier for `package.json`
Next sometimes wants to patch `package-lock.json`. The old Prettier setting indended with 4 spaces, but Next always indends with 2 spaces. Since `npm install` automatically uses the indendation from `package.json` for `package-lock.json` and to avoid the format switching back and forth, both files are now set to 2 spaces.
* Apply Next patch to `package-lock.json`
When starting the dev server Next would warn `warn - Found lockfile missing swc dependencies, patching...` and update the `package-lock.json`. These are the patched changes.
* fix link
Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
* small backslash fixes
* adjust to new style
Co-authored-by: Marcus Blättermann <marcus@essenmitsosse.de>
2023-01-11 16:30:07 +00:00
For attributes that represent string values, the internal integer ID is accessed
as `Token.attr`, e.g. `token.dep`, while the string value can be retrieved by
appending `_` as in `token.dep_`.
2022-06-23 06:16:38 +00:00
2024-04-29 09:10:17 +00:00
| Attribute | Description |
| ------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `DEP` | The token's dependency label. ~~str~~ |
| `ENT_ID` | The token's entity ID (`ent_id`). ~~str~~ |
| `ENT_IOB` | The IOB part of the token's entity tag. Uses custom integer values rather than the string store: unset is `0`, `I` is `1`, `O` is `2`, and `B` is `3`. ~~str~~ |
| `ENT_KB_ID` | The token's entity knowledge base ID. ~~str~~ |
| `ENT_TYPE` | The token's entity label. ~~str~~ |
| `IS_ALPHA` | Token text consists of alphabetic characters. ~~bool~~ |
| `IS_ASCII` | Token text consists of ASCII characters. ~~bool~~ |
| `IS_DIGIT` | Token text consists of digits. ~~bool~~ |
| `IS_LOWER` | Token text is in lowercase. ~~bool~~ |
| `IS_PUNCT` | Token is punctuation. ~~bool~~ |
| `IS_SPACE` | Token is whitespace. ~~bool~~ |
| `IS_STOP` | Token is a stop word. ~~bool~~ |
| `IS_TITLE` | Token text is in titlecase. ~~bool~~ |
| `IS_UPPER` | Token text is in uppercase. ~~bool~~ |
| `LEMMA` | The token's lemma. ~~str~~ |
| `LENGTH` | The length of the token text. ~~int~~ |
| `LIKE_EMAIL` | Token text resembles an email address. ~~bool~~ |
| `LIKE_NUM` | Token text resembles a number. ~~bool~~ |
| `LIKE_URL` | Token text resembles a URL. ~~bool~~ |
| `LOWER` | The lowercase form of the token text. ~~str~~ |
| `MORPH` | The token's morphological analysis. ~~MorphAnalysis~~ |
| `NORM` | The normalized form of the token text. ~~str~~ |
| `ORTH` | The exact verbatim text of a token. ~~str~~ |
| `POS` | The token's universal part of speech (UPOS). ~~str~~ |
| `SENT_START` | Token is start of sentence. ~~bool~~ |
| `SHAPE` | The token's shape. ~~str~~ |
| `SPACY` | Token has a trailing space. ~~bool~~ |
| `TAG` | The token's fine-grained part of speech. ~~str~~ |
