spaCy/website/meta
Adriane Boyd a322d6d5f2
Add SpanRuler component (#9880)
* Add SpanRuler component

Add a `SpanRuler` component similar to `EntityRuler` that saves a list
of matched spans to `Doc.spans[spans_key]`. The matches from the token
and phrase matchers are deduplicated and sorted before assignment but
are not otherwise filtered.

* Update spacy/pipeline/span_ruler.py

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>

* Fix cast

* Add self.key property

* Use number of patterns as length

* Remove patterns kwarg from init

* Update spacy/tests/pipeline/test_span_ruler.py

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>

* Add options for spans filter and setting to ents

* Add `spans_filter` option as a registered function'
* Make `spans_key` optional and if `None`, set to `doc.ents` instead of
`doc.spans[spans_key]`.

* Update and generalize tests

* Add test for setting doc.ents, fix key property type

* Fix typing

* Allow independent doc.spans and doc.ents

* If `spans_key` is set, set `doc.spans` with `spans_filter`.
* If `annotate_ents` is set, set `doc.ents` with `ents_fitler`.
  * Use `util.filter_spans` by default as `ents_filter`.
  * Use a custom warning if the filter does not work for `doc.ents`.

* Enable use of SpanC.id in Span

* Support id in SpanRuler as Span.id

* Update types

* `id` can only be provided as string (already by `PatternType`
definition)

* Update all uses of Span.id/ent_id in Doc

* Rename Span id kwarg to span_id

* Update types and docs

* Add ents filter to mimic EntityRuler overwrite_ents

* Refactor `ents_filter` to take `entities, spans` args for more
  filtering options
* Give registered filters more descriptive names
* Allow registered `filter_spans` filter
  (`spacy.first_longest_spans_filter.v1`) to take any number of
  `Iterable[Span]` objects as args so it can be used for spans filter
  or ents filter

* Implement future entity ruler as span ruler

Implement a compatible `entity_ruler` as `future_entity_ruler` using
`SpanRuler` as the underlying component:
* Add `sort_key` and `sort_reverse` to allow the sorting behavior to be
  customized. (Necessary for the same sorting/filtering as in
  `EntityRuler`.)
* Implement `overwrite_overlapping_ents_filter` and
  `preserve_existing_ents_filter` to support
  `EntityRuler.overwrite_ents` settings.
* Add `remove_by_id` to support `EntityRuler.remove` functionality.
* Refactor `entity_ruler` tests to parametrize all tests to test both
  `entity_ruler` and `future_entity_ruler`
* Implement `SpanRuler.token_patterns` and `SpanRuler.phrase_patterns`
  properties.

Additional changes:

* Move all config settings to top-level attributes to avoid duplicating
  settings in the config vs. `span_ruler/cfg`. (Also avoids a lot of
  casting.)

* Format

* Fix filter make method name

* Refactor to use same error for removing by label or ID

* Also provide existing spans to spans filter

* Support ids property

* Remove token_patterns and phrase_patterns

* Update docstrings

* Add span ruler docs

* Fix types

* Apply suggestions from code review

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>

* Move sorting into filters

* Check for all tokens in seen tokens in entity ruler filters

* Remove registered sort key

* Set Token.ent_id in a backwards-compatible way in Doc.set_ents

* Remove sort options from API docs

* Update docstrings

* Rename entity ruler filters

* Fix and parameterize scoring

* Add id to Span API docs

* Fix typo in API docs

* Include explicit labeled=True for scorer

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2022-06-02 13:12:53 +02:00
..
languages.json Docs for v3.3 (#10628) 2022-04-28 14:09:35 +02:00
sidebars.json Add SpanRuler component (#9880) 2022-06-02 13:12:53 +02:00
site.json Update newsletter id (#10655) 2022-04-14 13:34:01 +02:00
type-annotations.json Update docs for spacy-transformers v1.1 data classes (#9361) 2021-10-18 14:16:58 +02:00
universe.json Update Holmes entry in universe.json 2022-05-30 18:05:26 +02:00