Commit Graph

3241 Commits

Author SHA1 Message Date
Madeesh Kannan
520279ff7c
Tok2Vec: Add distill method (#12108)
* `Tok2Vec`: Add `distill` method

* `Tok2Vec`: Refactor `update`

* Add `Tok2Vec.distill` test

* Update `distill` signature to accept `Example`s instead of separate teacher and student docs

* Add docs

* Remove docstring

* Update test

* Remove `update` calls from test

* Update `Tok2Vec.distill` docstring
2023-03-09 09:37:19 +01:00
Marcus Blättermann
b309336712
Make sure to run Python setup before NPM dev mode (#12384) 2023-03-08 11:59:10 +01:00
Raphael Mitsch
1ea31552be Merge branch 'master' into sync/master-into-v4
# Conflicts:
#	requirements.txt
#	spacy/pipeline/entity_linker.py
#	spacy/util.py
#	website/docs/api/entitylinker.mdx
2023-03-02 16:24:15 +01:00
Raphael Mitsch
6aa6b86d49
Make generation of empty KnowledgeBase instances configurable in EntityLinker (#12320)
* Make empty_kb() configurable.

* Format.

* Update docs.

* Be more specific in KB serialization test.

* Update KB serialization tests. Update docs.

* Remove doc update for batched candidate generation.

* Fix serialization of subclassed KB in tests.

* Format.

* Update docstring.

* Update docstring.

* Switch from pickle to json for custom field serialization.
2023-03-01 16:02:55 +01:00
Adriane Boyd
da75896ef5
Return Tuple[Span] for all Doc/Span attrs that provide spans (#12288)
* Return Tuple[Span] for all Doc/Span attrs that provide spans

* Update Span types
2023-03-01 16:00:02 +01:00
kadarakos
56aa0cc75f
Displacy doc fix (#12352)
* more details for color setting

* more details for color setting

* prettier
2023-03-01 15:38:23 +01:00
Raphael Mitsch
efbc3d37b3
Update docs w.r.t. spacy.CandidateBatchGenerator.v1. (#12350) 2023-03-01 11:01:35 +01:00
Adriane Boyd
33864f1d07
Add new tags in docs for #12334 (#12348) 2023-03-01 10:46:13 +01:00
TAN Long
071667376a
Add new REL_OPs: >+, >-, <+, and <- (#12334)
* Add immediate left/right child/parent dependency relations

* Add tests for new REL_OPs: `>+`, `>-`, `<+`, and `<-`.

---------

Co-authored-by: Tan Long <tanloong@foxmail.com>
2023-02-28 14:36:33 +01:00
Adriane Boyd
4539fbae17
Revert "Fix FUZZY operator definition (#12318)" (#12336)
This reverts commit daedc45d05.

The default length depends on the length of the pattern string and was
correct for this example.
2023-02-27 09:48:36 +01:00
Adriane Boyd
df4c069a13
Remove backoff from .vector to .tensor (#12292) 2023-02-23 11:36:50 +01:00
andyjessen
daedc45d05
Fix FUZZY operator definition (#12318)
* Fix FUZZY operator definition

The default length of the FUZZY operator is 2 and not 3.

* adjust edit distance in matcher usage docs too

---------

Co-authored-by: svlandeg <svlandeg@github.com>
2023-02-23 09:37:40 +01:00
Adriane Boyd
b95123060a
Make Span.char_span optional args keyword-only (#12257)
* Make Span.char_span optional args keyword-only

* Make kb_id and following kw-only

* Format
2023-02-15 12:34:33 +01:00
Raphael Mitsch
2d4fb94ba0
Fix wrong file name in docs for rule-based matcher. (#12262) 2023-02-09 12:58:14 +01:00
Adriane Boyd
cbc2ae933e
Remove unused Span.char_span(id=) (#12250) 2023-02-08 14:46:07 +01:00
Adriane Boyd
cf85b81f34
Remove names for vectors (#12243)
* Remove names for vectors

Named vectors are basically a carry-over from v2 and aren't used for
anything.

* Format
2023-02-08 14:37:42 +01:00
Raphael Mitsch
d38a88f0f3
Remove negation. (#12252) 2023-02-08 14:18:33 +01:00
Sofie Van Landeghem
c47ec5b5c6
Merge pull request #12218 from adrianeboyd/chore/update-v4-from-master-7
Update v4 from master
2023-02-03 12:04:20 +01:00
Paul O'Leary McCann
89f974d4f5
Cleanup/remove backwards compat overwrite settings (#11888)
* Remove backwards-compatible overwrite from Entity Linker

This also adds a docstring about overwrite, since it wasn't present.

* Fix docstring

* Remove backward compat settings in Morphologizer

This also needed a docstring added.

For this component it's less clear what the right overwrite settings
are.

* Remove backward compat from sentencizer

This was simple

* Remove backward compat from senter

Another simple one

* Remove backward compat setting from tagger

* Add docstrings

* Update spacy/pipeline/morphologizer.pyx

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Update docs

---------

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2023-02-02 14:13:38 +01:00
Adriane Boyd
cd95b29053 Merge remote-tracking branch 'upstream/master' into chore/update-v4-from-master-7 2023-02-02 13:06:15 +01:00
Sofie Van Landeghem
4c60afb946
Backslash fixes in docs (#12213)
* backslash fixes

* revert unrelated change
2023-02-01 10:15:38 +01:00
Edward
360ccf628a
Rename language codes (Icelandic, multi-language) (#12149)
* Init

* fix tests

* Update spacy/errors.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Fix test_blank_languages

* Rename xx to mul in docs

* Format _util with black

* prettier formatting

---------

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2023-01-31 17:30:43 +01:00
Daniël de Kok
6b07be2110
Add Language.distill (#12116)
* Add `Language.distill`

This method is the distillation counterpart of `Language.update`.  It
takes a teacher `Language` instance and distills the student pipes on
the teacher pipes.

* Apply suggestions from code review

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>

* Clarify that how Example is used in distillation

* Update transition parser distill docstring for examples argument

* Pass optimizer to `TrainablePipe.distill`

* Annotate pipe before update

As discussed internally, we want to let a pipe annotate before doing an
update with gold/silver data. Otherwise, the output may be (too)
informed by the gold/silver data.

* Rename `component_map` to `student_to_teacher`

* Better synopsis in `Language.distill` docstring

* `name` -> `student_name`

* Fix labels type in docstring

* Mark distill test as slow

* Fix `student_to_teacher` type in docs

---------

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>
2023-01-30 12:44:11 +01:00
Paul O'Leary McCann
8932f4dc35
Add extra flag to assets docs (#12194)
* Add extra flag to assets docs

For some reason this wasn't included.

* Add new tag to docs
2023-01-30 10:05:23 +01:00
Adriane Boyd
ec45f704b1
Drop python 3.6/3.7, remove unneeded compat (#12187)
* Drop python 3.6/3.7, remove unneeded compat

* Remove unused import

* Minimal python 3.8+ docs updates
2023-01-27 15:48:20 +01:00
Sofie Van Landeghem
bd739e67d6
explain KB change and how to remedy (#12189) 2023-01-27 15:13:20 +01:00
Adriane Boyd
5f8a398bb9
Add span_id to Span.char_span, update Doc/Span.char_span docs (#12196)
* Add span_id to Span.char_span, update Doc/Span.char_span docs

`Span.char_span(id=)` should be removed in the future.

* Also use Union[int, str] in Doc docstring
2023-01-27 15:09:17 +01:00
Simon Gurcke
774c10fa39
Add alignment_mode argument to Span.char_span() (#12145)
* Add alignment_mode argument to Span.char_span()

* Update website

* Update spacy/tokens/span.pyx

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Add test

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2023-01-27 11:43:40 +01:00
Adriane Boyd
8548d4d16e Merge remote-tracking branch 'upstream/master' into update-v4-from-master-1 2023-01-27 08:29:09 +01:00
Daniël de Kok
8d69874afb
Add spacy.PlainTextCorpusReader.v1 (#12122)
* Add `spacy.PlainTextCorpusReader.v1`

This is a corpus reader that reads plain text corpora with the following
format:

- UTF-8 encoding
- One line per document.
- Blank lines are ignored.

It is useful for applications where we deal with very large corpora,
such as distillation, and don't want to deal with the space overhead of
serialized formats. Additionally, many large corpora already use such
a text format, keeping the necessary preprocessing to a minimum.

* Update spacy/training/corpus.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* docs: add version to `PlainTextCorpus`

* Add docstring to registry function

* Add plain text corpus tests

* Only strip newline/carriage return

* Add return type _string_to_tmp_file helper

* Use a temporary directory in place of file name

Different OS auto delete/sharing semantics are just wonky.

* This will be new in 3.5.1 (rather than 4)

* Test improvements from code review

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2023-01-26 11:33:22 +01:00
Marcus Blättermann
a37117abd0
Fix text colors in docs (#12186) 2023-01-26 10:30:24 +01:00
Marcus Blättermann
056b73468c
Load components dynamically (decrease initial file size for docs) (#12175)
* Extract `CodeBlock` component into own file

* Extract `InlineCode` component into own file

* Extract `TypeAnnotation` component into own file

* Convert named `export` to `default export`

* Remove unused `export`

* Simplify `TypeAnnotation` to remove dependency for Prism

* Load `Code` component dynamically

* Extract `MarkdownToReact` component into own file

* WIP Code Dynamic

* Load `MarkdownToReact` component dynamically

* Extract `htmlToReact` to own file

* Load `htmlToReact` component dynamically

* Dynamically load `Juniper`
2023-01-25 17:30:41 +01:00
Marcus Blättermann
11f10fff60
Fix frontpage image (#12184) 2023-01-25 13:17:35 +01:00
Marcus Blättermann
5a6000fb8b
Fix text color in docs (#12183)
* Fix text color on landing page

* Fix code color
2023-01-25 13:14:32 +01:00
Adriane Boyd
8ea15240ca
Update binder version to v3.5 (#12153) 2023-01-25 13:14:23 +01:00
Marcus Blättermann
99a05734a8
Add aria-label to quickstart widget (#12179) 2023-01-25 11:46:55 +01:00
Marcus Blättermann
0298b1a863
WEB-28 Increase contrast of grey text (#12178)
* Use transparent colors to increase contrast on darker backgrounds

* Increase color contrast of grey text
2023-01-25 11:46:43 +01:00
Marcus Blättermann
3062fae2ca
Fix broken URL (#12176) 2023-01-25 11:42:19 +01:00
Marcus Blättermann
57ba37bc52
Fix regression with links in prompts (#12172) 2023-01-25 08:51:40 +01:00
Marcus Blättermann
05a3685849
Fix broken syntax for type annotations (#12171) 2023-01-25 08:51:25 +01:00
Paul O'Leary McCann
de360bc981
Refactor lexeme mem passing (#12125)
* Don't pass mem pool to new lexeme function

* Remove unused mem from function args

Two methods calling _new_lexeme, get and get_by_orth, took mem arguments
just to call the internal method. That's no longer necessary, so this
cleans it up.

* prettier formatting

* Remove more unused mem args
2023-01-25 12:50:21 +09:00
Marcus Blättermann
f3c586f74a
Fix navigation alert (#12169)
Fixes a regression introduced in #12163
2023-01-24 16:40:40 +01:00
Marcus Blättermann
49237f05a6
Fix aria-hidden element (#12163)
* Rename CSS class to make use more clear

* Rename component prop to improve code readability

* Fix `aria-hidden` directly on a link element

This link wouldn't have been clickable by screenreaders

* Refactor component

This removes a unnessary `div` and a duplicate link

Co-authored-by: Ines Montani <ines@ines.io>
2023-01-24 14:44:47 +01:00
Marcus Blättermann
0a70696923
Fix wrong HTML element attribute (#12151)
Originally introduced in 62b9c9c6d7

Original error: Warning: Invalid DOM property `class`. Did you mean `className`?

React doesn't have `class`, it uses `className`.
2023-01-24 14:35:31 +01:00
Marcus Blättermann
9555e7aecf
Remove unnessary links (#12159)
There is no need to link to the image we are already viewing and this is also considered an accessibility issue.
2023-01-24 14:01:00 +01:00
Marcus Blättermann
031f6c7b60
WEB-27 Add alt tags to images (#12166)
* Update spaCy badge `alt` text

* Add `next/image` component to Universe

* Add missing `alt`texts
2023-01-24 13:56:14 +01:00
Marcus Blättermann
c9beb47ab7
Increase contrast of text and theme color (#12165) 2023-01-24 13:55:20 +01:00
Marcus Blättermann
a7d6a62f7c
Remove zoom locking (#12164)
* Fix missing comma

* Activate user zoom for website

This is recommended by lighthouse:

> Disabling zooming is problematic for users with low vision who rely on screen magnification to properly see the contents of a web page. Learn more.

Also iOS already ignores this attribute anyway.
2023-01-24 13:54:49 +01:00
Marcus Blättermann
48159e1d60
Update explosion logo (#12162)
This fixes a misalignment of the explosion logo
2023-01-24 13:53:51 +01:00
Marcus Blättermann
7160f7835d
Fix GitHub badge (#12161)
* Extract component

* Remove rounded border form GitHub Stars badge

* Add `alt` text
2023-01-24 13:53:28 +01:00
Marcus Blättermann
3aa61e615f
Add missing label (#12160) 2023-01-24 13:52:55 +01:00
Marcus Blättermann
fcedcd54a8
WEB-30 spaCy pattern in .png (#12158)
* Fix gap in landing pattern at the top

* Replace `.jpg` patterns with `.png`

This drastically reduces file size (for the landing page from 221kb to 57kb) while doubling the resolution to look sharper on retina displays.
2023-01-24 13:51:39 +01:00
Edward
e9048fd4a1
Add how to load probability tables to existing models to spaCy docs (#12051)
* add section about adding tables to models

* change to lexeme_norm

* Change syntax

* change to _prob

* Update website/docs/usage/saving-loading.mdx

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2023-01-24 10:01:22 +01:00
Marcus Blättermann
8a3ca77d9e
Fix broken social media image (#12137) 2023-01-20 16:57:43 +01:00
Sofie Van Landeghem
0f5d8a27f2
3.5 usage page (#12057)
* skeleton

* Fill in non-CLI details from release notes draft

* Add TODO for fuzzy matching

* Website updates for v3-5 draft

* Fill in usage examples

* Add fuzzy matching to intro

* Fix fuzzy examples

* Shell example formatting

* Fix typo

* Format

* Remove trailing periods in internal list

* Update

* Fix spacing for nested lists

* Update InMemoryLookupKB link

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
Co-authored-by: Ines Montani <ines@ines.io>
2023-01-19 16:13:04 +01:00
Adriane Boyd
3b8918e166
API docs: Rename kb_in_memory to inmemorylookupkb, add to sidebar (#12128)
* API docs: Rename kb_in_memory to inmemorylookupkb, add to sidebar

* adjust to mdx

* linkout to InMemoryLookupKB at first occurrence in kb.mdx

* fix links to docs

* revert Azure trigger setting (I'll make a separate PR)

Co-authored-by: svlandeg <svlandeg@github.com>
2023-01-19 13:29:17 +01:00
Adriane Boyd
a9910b6081
Update years in website landing page (#12107)
* Update years in website landing page

* Update website/pages/index.tsx

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

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2023-01-19 11:08:02 +01:00
Sofie Van Landeghem
7d88c55eeb
update docs for apply (#12127)
* update docs for apply

* prettier
2023-01-19 10:37:09 +01:00
Adriane Boyd
28fd589b85
Move all website gitignore settings to website/.gitignore (#12120) 2023-01-18 21:46:19 +01:00
Daniël de Kok
b052b1b47f
Fix batching regression (#12094)
* Fix batching regression

Some time ago, the spaCy v4 branch switched to the new Thinc v9
schedule. However, this introduced an error in how batching is handed.

In the PR, the batchers were changed to keep track of their step,
so that the step can be passed to the schedule. However, the issue
is that the training loop repeatedly calls the batching functions
(rather than using an infinite generator/iterator). So, the step and
therefore the schedule would be reset each epoch. Before the schedule
switch we didn't have this issue, because the old schedules were
stateful.

This PR fixes this issue by reverting the batching functions to use
a (stateful) generator. Their registry functions do accept a `Schedule`
and we convert `Schedule`s to generators.

* Update batcher docs

* Docstring fixes

* Make minibatch take iterables again as well

* Bump thinc requirement to 9.0.0.dev2

* Use type declaration

* Convert another comment into a proper type declaration
2023-01-18 18:28:30 +01:00
Daniël de Kok
668ec989ad
Update Dockerfile to work with Next.js (#12119)
* Update Dockerfile to work with Next.js

- Update to Node 18
- Do not run as root, this also works better with Node
  privilege-dropping.
- Update README with new run instructions and adding the
  `--rm` flag to avoid leaving a bunch of unused Docker
  containers.
- Also change README to recommend building the image locally.
  Image builds are pretty fast and the uploaded images get
  outdated pretty quickly.

* Add .dockerignore to avoid sending large build contexts

* Typo
2023-01-18 18:15:47 +01:00
Daniël de Kok
a183db3cef
Merge the parser refactor into v4 (#10940)
* Try to fix doc.copy

* Set dev version

* Make vocab always own lexemes

* Change version

* Add SpanGroups.copy method

* Fix set_annotations during Parser.update

* Fix dict proxy copy

* Upd version

* Fix copying SpanGroups

* Fix set_annotations in parser.update

* Fix parser set_annotations during update

* Revert "Fix parser set_annotations during update"

This reverts commit eb138c89ed.

* Revert "Fix set_annotations in parser.update"

This reverts commit c6df0eafd0.

* Fix set_annotations during parser update

* Inc version

* Handle final states in get_oracle_sequence

* Inc version

* Try to fix parser training

* Inc version

* Fix

* Inc version

* Fix parser oracle

* Inc version

* Inc version

* Fix transition has_gold

* Inc version

* Try to use real histories, not oracle

* Inc version

* Upd parser

* Inc version

* WIP on rewrite parser

* WIP refactor parser

* New progress on parser model refactor

* Prepare to remove parser_model.pyx

* Convert parser from cdef class

* Delete spacy.ml.parser_model

* Delete _precomputable_affine module

* Wire up tb_framework to new parser model

* Wire up parser model

* Uncython ner.pyx and dep_parser.pyx

* Uncython

* Work on parser model

* Support unseen_classes in parser model

* Support unseen classes in parser

* Cleaner handling of unseen classes

* Work through tests

* Keep working through errors

* Keep working through errors

* Work on parser. 15 tests failing

* Xfail beam stuff. 9 failures

* More xfail. 7 failures

* Xfail. 6 failures

* cleanup

* formatting

* fixes

* pass nO through

* Fix empty doc in update

* Hackishly fix resizing. 3 failures

* Fix redundant test. 2 failures

* Add reference version

* black formatting

* Get tests passing with reference implementation

* Fix missing prints

* Add missing file

* Improve indexing on reference implementation

* Get non-reference forward func working

* Start rigging beam back up

* removing redundant tests, cf #8106

* black formatting

* temporarily xfailing issue 4314

* make flake8 happy again

* mypy fixes

* ensure labels are added upon predict

* cleanup remnants from merge conflicts

* Improve unseen label masking

Two changes to speed up masking by ~10%:

- Use a bool array rather than an array of float32.

- Let the mask indicate whether a label was seen, rather than
  unseen. The mask is most frequently used to index scores for
  seen labels. However, since the mask marked unseen labels,
  this required computing an intermittent flipped mask.

* Write moves costs directly into numpy array (#10163)

This avoids elementwise indexing and the allocation of an additional
array.

Gives a ~15% speed improvement when using batch_by_sequence with size
32.

* Temporarily disable ner and rehearse tests

Until rehearse is implemented again in the refactored parser.

* Fix loss serialization issue (#10600)

* Fix loss serialization issue

Serialization of a model fails with:

TypeError: array(738.3855, dtype=float32) is not JSON serializable

Fix this using float conversion.

* Disable CI steps that require spacy.TransitionBasedParser.v2

After finishing the refactor, TransitionBasedParser.v2 should be
provided for backwards compat.

* Add back support for beam parsing to the refactored parser (#10633)

* Add back support for beam parsing

Beam parsing was already implemented as part of the `BeamBatch` class.
This change makes its counterpart `GreedyBatch`. Both classes are hooked
up in `TransitionModel`, selecting `GreedyBatch` when the beam size is
one, or `BeamBatch` otherwise.

* Use kwarg for beam width

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

* Avoid implicit default for beam_width and beam_density

* Parser.{beam,greedy}_parse: ensure labels are added

* Remove 'deprecated' comments

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

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

* Parser `StateC` optimizations (#10746)

* `StateC`: Optimizations

Avoid GIL acquisition in `__init__`
Increase default buffer capacities on init
Reduce C++ exception overhead

* Fix typo

* Replace `set::count` with `set::find`

* Add exception attribute to c'tor

* Remove unused import

* Use a power-of-two value for initial capacity
Use default-insert to init `_heads` and `_unshiftable`

* Merge `cdef` variable declarations and assignments

* Vectorize `example.get_aligned_parses` (#10789)

* `example`: Vectorize `get_aligned_parse`
Rename `numpy` import

* Convert aligned array to lists before returning

* Revert import renaming

* Elide slice arguments when selecting the entire range

* Tagger/morphologizer alignment performance optimizations (#10798)

* `example`: Unwrap `numpy` scalar arrays before passing them to `StringStore.__getitem__`

* `AlignmentArray`: Use native list as staging buffer for offset calculation

* `example`: Vectorize `get_aligned`

* Hoist inner functions out of `get_aligned`

* Replace inline `if..else` clause in assignment statement

* `AlignmentArray`: Use raw indexing into offset and data `numpy` arrays

* `example`: Replace array unique value check with `groupby`

* `example`: Correctly exclude tokens with no alignment in `_get_aligned_vectorized`
Simplify `_get_aligned_non_vectorized`

* `util`: Update `all_equal` docstring

* Explicitly use `int32_t*`

* Restore C CPU inference in the refactored parser (#10747)

* Bring back the C parsing model

The C parsing model is used for CPU inference and is still faster for
CPU inference than the forward pass of the Thinc model.

* Use C sgemm provided by the Ops implementation

* Make tb_framework module Cython, merge in C forward implementation

* TransitionModel: raise in backprop returned from forward_cpu

* Re-enable greedy parse test

* Return transition scores when forward_cpu is used

* Apply suggestions from code review

Import `Model` from `thinc.api`

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

* Use relative imports in tb_framework

* Don't assume a default for beam_width

* We don't have a direct dependency on BLIS anymore

* Rename forwards to _forward_{fallback,greedy_cpu}

* Require thinc >=8.1.0,<8.2.0

* tb_framework: clean up imports

* Fix return type of _get_seen_mask

* Move up _forward_greedy_cpu

* Style fixes.

* Lower thinc lowerbound to 8.1.0.dev0

* Formatting fix

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

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

* Reimplement parser rehearsal function (#10878)

* Reimplement parser rehearsal function

Before the parser refactor, rehearsal was driven by a loop in the
`rehearse` method itself. For each parsing step, the loops would:

1. Get the predictions of the teacher.
2. Get the predictions and backprop function of the student.
3. Compute the loss and backprop into the student.
4. Move the teacher and student forward with the predictions of
   the student.

In the refactored parser, we cannot perform search stepwise rehearsal
anymore, since the model now predicts all parsing steps at once.
Therefore, rehearsal is performed in the following steps:

1. Get the predictions of all parsing steps from the student, along
   with its backprop function.
2. Get the predictions from the teacher, but use the predictions of
   the student to advance the parser while doing so.
3. Compute the loss and backprop into the student.

To support the second step a new method, `advance_with_actions` is
added to `GreedyBatch`, which performs the provided parsing steps.

* tb_framework: wrap upper_W and upper_b in Linear

Thinc's Optimizer cannot handle resizing of existing parameters. Until
it does, we work around this by wrapping the weights/biases of the upper
layer of the parser model in Linear. When the upper layer is resized, we
copy over the existing parameters into a new Linear instance. This does
not trigger an error in Optimizer, because it sees the resized layer as
a new set of parameters.

* Add test for TransitionSystem.apply_actions

* Better FIXME marker

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>

* Fixes from Madeesh

* Apply suggestions from Sofie

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

* Remove useless assignment

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

* Rename some identifiers in the parser refactor (#10935)

* Rename _parseC to _parse_batch

* tb_framework: prefix many auxiliary functions with underscore

To clearly state the intent that they are private.

* Rename `lower` to `hidden`, `upper` to `output`

* Parser slow test fixup

We don't have TransitionBasedParser.{v1,v2} until we bring it back as a
legacy option.

* Remove last vestiges of PrecomputableAffine

This does not exist anymore as a separate layer.

* ner: re-enable sentence boundary checks

* Re-enable test that works now.

* test_ner: make loss test more strict again

* Remove commented line

* Re-enable some more beam parser tests

* Remove unused _forward_reference function

* Update for CBlas changes in Thinc 8.1.0.dev2

Bump thinc dependency to 8.1.0.dev3.

* Remove references to spacy.TransitionBasedParser.{v1,v2}

Since they will not be offered starting with spaCy v4.

* `tb_framework`: Replace references to `thinc.backends.linalg` with `CBlas`

* dont use get_array_module (#11056) (#11293)

Co-authored-by: kadarakos <kadar.akos@gmail.com>

* Move `thinc.extra.search` to `spacy.pipeline._parser_internals` (#11317)

* `search`: Move from `thinc.extra.search`
Fix NPE in `Beam.__dealloc__`

* `pytest`: Add support for executing Cython tests
Move `search` tests from thinc and patch them to run with `pytest`

* `mypy` fix

* Update comment

* `conftest`: Expose `register_cython_tests`

* Remove unused import

* Move `argmax` impls to new `_parser_utils` Cython module (#11410)

* Parser does not have to be a cdef class anymore

This also fixes validation of the initialization schema.

* Add back spacy.TransitionBasedParser.v2

* Fix a rename that was missed in #10878.

So that rehearsal tests pass.

* Remove module from setup.py that got added during the merge

* Bring back support for `update_with_oracle_cut_size` (#12086)

* Bring back support for `update_with_oracle_cut_size`

This option was available in the pre-refactor parser, but was never
implemented in the refactored parser. This option cuts transition
sequences that are longer than `update_with_oracle_cut` size into
separate sequences that have at most `update_with_oracle_cut`
transitions. The oracle (gold standard) transition sequence is used to
determine the cuts and the initial states for the additional sequences.

Applying this cut makes the batches more homogeneous in the transition
sequence lengths, making forward passes (and as a consequence training)
much faster.

Training time 1000 steps on de_core_news_lg:

- Before this change: 149s
- After this change: 68s
- Pre-refactor parser: 81s

* Fix a rename that was missed in #10878.

So that rehearsal tests pass.

* Apply suggestions from @shadeMe

* Use chained conditional

* Test with update_with_oracle_cut_size={0, 1, 5, 100}

And fix a git that occurs with a cut size of 1.

* Fix up some merge fall out

* Update parser distillation for the refactor

In the old parser, we'd iterate over the transitions in the distill
function and compute the loss/gradients on the go. In the refactored
parser, we first let the student model parse the inputs. Then we'll let
the teacher compute the transition probabilities of the states in the
student's transition sequence. We can then compute the gradients of the
student given the teacher.

* Add back spacy.TransitionBasedParser.v1 references

- Accordion in the architecture docs.
- Test in test_parse, but disabled until we have a spacy-legacy release.

Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
Co-authored-by: svlandeg <svlandeg@github.com>
Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>
Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
Co-authored-by: kadarakos <kadar.akos@gmail.com>
2023-01-18 11:27:45 +01:00
Adriane Boyd
794cea6907
Fix comments and examples for levenshtein_compare (#12113) 2023-01-18 08:02:33 +01:00
Paul O'Leary McCann
a3b15c9f53
Clarify how --code arg works (#12102)
* Clarify how `--code` arg works

This adds a few sentences to the docs to clarify how the `--code`
argument works, including an explanation of how to load custom
components in your own code.

* Add link to spacy.load docs
2023-01-17 19:30:02 +09:00
Daniël de Kok
5e297aa20e
Add TrainablePipe.{distill,get_teacher_student_loss} (#12016)
* Add `TrainablePipe.{distill,get_teacher_student_loss}`

This change adds two methods:

- `TrainablePipe::distill` which performs a training step of a
   student pipe on a teacher pipe, giving a batch of `Doc`s.
- `TrainablePipe::get_teacher_student_loss` computes the loss
  of a student relative to the teacher.

The `distill` or `get_teacher_student_loss` methods are also implemented
in the tagger, edit tree lemmatizer, and parser pipes, to enable
distillation in those pipes and as an example for other pipes.

* Fix stray `Beam` import

* Fix incorrect import

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* TrainablePipe.distill: use `Iterable[Example]`

* Add Pipe.is_distillable method

* Add `validate_distillation_examples`

This first calls `validate_examples` and then checks that the
student/teacher tokens are the same.

* Update distill documentation

* Add distill documentation for all pipes that support distillation

* Fix incorrect identifier

* Apply suggestions from code review

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

* Add comment to explain `is_distillable`

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2023-01-16 10:25:53 +01:00
Sofie Van Landeghem
c2f3e699ca
fix anchors (#12095) 2023-01-13 11:14:58 +01:00
Daniël de Kok
319eb508b5
Add a spacy benchmark speed subcommand (#11902)
* Add a `spacy evaluate speed` subcommand

This subcommand reports the mean batch performance of a model on a data set with
a 95% confidence interval. For reliability, it first performs some warmup
rounds. Then it will measure performance on batches with randomly shuffled
documents.

To avoid having too many spaCy commands, `speed` is a subcommand of `evaluate`
and accuracy evaluation is moved to its own `evaluate accuracy` subcommand.

* Fix import cycle

* Restore `spacy evaluate`, make `spacy benchmark speed` an alias

* Add documentation for `spacy benchmark`

* CREATES -> PRINTS

* WPS -> words/s

* Disable formatting of benchmark speed arguments

* Fail with an error message when trying to speed bench empty corpus

* Make it clearer that `benchmark accuracy` is a replacement for `evaluate`

* Fix docstring webpage reference

* tests: check `evaluate` output against `benchmark accuracy`
2023-01-12 11:55:21 +01:00
Paul O'Leary McCann
8e558095a1
Clean up displacy port-related error messages, docs (#12089)
* Clean up displacy port-related error messages, docs

There were some issues in the error messages and docs in #11948.

1. the error messages didn't specify the port argument to displacy.serve correctly
2. the docs didn't mark the auto select argument as new

This addresses those issues.

* Update website/docs/api/top-level.md

Co-authored-by: Raphael Mitsch <r.mitsch@outlook.com>

* Apply prettier

Co-authored-by: Raphael Mitsch <r.mitsch@outlook.com>
2023-01-12 14:54:09 +09:00
svlandeg
b2fd9490e3 Merge branch 'copy_master' into copy_v4 2023-01-11 18:40:55 +01:00
Sofie Van Landeghem
554df9ef20
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: 77b5f79a4d/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 17:30:07 +01:00
Adriane Boyd
9e0322de1a
Restore v2 token_acc score implementation (#12073)
In the v3 scorer refactoring, `token_acc` was implemented incorrectly.
It should use `precision` instead of `fscore` for the measure of
correctly aligned tokens / number of predicted tokens.

Fix the docs to reflect that the measure uses the number of predicted
tokens rather than the number of gold tokens.
2023-01-11 08:01:47 +01:00
Kevin Humphreys
19650ebb52
Enable fuzzy text matching in Matcher (#11359)
* enable fuzzy matching

* add fuzzy param to EntityMatcher

* include rapidfuzz_capi

not yet used

* fix type

* add FUZZY predicate

* add fuzzy attribute list

* fix type properly

* tidying

* remove unnecessary dependency

* handle fuzzy sets

* simplify fuzzy sets

* case fix

* switch to FUZZYn predicates

use Levenshtein distance.
remove fuzzy param.
remove rapidfuzz_capi.

* revert changes added for fuzzy param

* switch to polyleven

(Python package)

* enable fuzzy matching

* add fuzzy param to EntityMatcher

* include rapidfuzz_capi

not yet used

* fix type

* add FUZZY predicate

* add fuzzy attribute list

* fix type properly

* tidying

* remove unnecessary dependency

* handle fuzzy sets

* simplify fuzzy sets

* case fix

* switch to FUZZYn predicates

use Levenshtein distance.
remove fuzzy param.
remove rapidfuzz_capi.

* revert changes added for fuzzy param

* switch to polyleven

(Python package)

* fuzzy match only on oov tokens

* remove polyleven

* exclude whitespace tokens

* don't allow more edits than characters

* fix min distance

* reinstate FUZZY operator

with length-based distance function

* handle sets inside regex operator

* remove is_oov check

* attempt build fix

no mypy failure locally

* re-attempt build fix

* don't overwrite fuzzy param value

* move fuzzy_match

to its own Python module to allow patching

* move fuzzy_match back inside Matcher

simplify logic and add tests

* Format tests

* Parametrize fuzzyn tests

* Parametrize and merge fuzzy+set tests

* Format

* Move fuzzy_match to a standalone method

* Change regex kwarg type to bool

* Add types for fuzzy_match

- Refactor variable names
- Add test for symmetrical behavior

* Parametrize fuzzyn+set tests

* Minor refactoring for fuzz/fuzzy

* Make fuzzy_match a Matcher kwarg

* Update type for _default_fuzzy_match

* don't overwrite function param

* Rename to fuzzy_compare

* Update fuzzy_compare default argument declarations

* allow fuzzy_compare override from EntityRuler

* define new Matcher keyword arg

* fix type definition

* Implement fuzzy_compare config option for EntityRuler and SpanRuler

* Rename _default_fuzzy_compare to fuzzy_compare, remove from reexported objects

* Use simpler fuzzy_compare algorithm

* Update types

* Increase minimum to 2 in fuzzy_compare to allow one transposition

* Fix predicate keys and matching for SetPredicate with FUZZY and REGEX

* Add FUZZY6..9

* Add initial docs

* Increase default fuzzy to rounded 30% of pattern length

* Update docs for fuzzy_compare in components

* Update EntityRuler and SpanRuler API docs

* Rename EntityRuler and SpanRuler setting to matcher_fuzzy_compare

To having naming similar to `phrase_matcher_attr`, rename
`fuzzy_compare` setting for `EntityRuler` and `SpanRuler` to
`matcher_fuzzy_compare. Organize next to `phrase_matcher_attr` in docs.

* Fix schema aliases

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

* Fix typo

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

* Add FUZZY6-9 operators and update tests

* Parameterize test over greedy

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

* Fix type for fuzzy_compare to remove Optional

* Rename to spacy.levenshtein_compare.v1, move to spacy.matcher.levenshtein

* Update docs following levenshtein_compare renaming

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2023-01-10 10:36:17 +01:00
Zhangrp
eb8bb35c13
improve ux for displacy when the serve port is in use (#11948)
* check port in use and add itself

* check port in use and add itself

* Auto switch to nearest available port.

* Use bind to check port instead of connect_ex.

* Reformat.

* Add auto_select_port argument.

* update docs for displacy.serve

* Update spacy/errors.py

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Update website/docs/api/top-level.md

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Update spacy/errors.py

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Add test using multiprocessing

* fix argument name

* Increase sleep times

Want to rule this out as a cause of test failure

* Don't terminate a process that isn't alive

* Refactor port finding logic

This moves all the port logic into its own util function, which can be
tested without having to background a server directly.

* Use with for the server

This ensures the server is closed correctly.

* Pass in the host when checking port availability

* Shorten argument name

* Update error codes following merge

* Add types for arguments, specify docstrings.

* Add typing for arguments with default value.

* Update docstring to match spaCy format.

* Update docstring to match spaCy format.

* Fix docs

Arg name changed from `auto_select_port` to just `auto_select`.

* Revert "Fix docs"

This reverts commit 356966fe84.

Co-authored-by: zhiiw <1302593554@qq.com>
Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>
Co-authored-by: Raphael Mitsch <r.mitsch@outlook.com>
2023-01-10 15:52:57 +09:00
Madeesh Kannan
f1dcdefc8a
Add version tag to before_update config key (#12059) 2023-01-05 11:46:04 +01:00
Paul O'Leary McCann
dbd829f0ed
Fix inconsistency in displaCy docs about page option (#12047)
* Fix inconsistency in displaCy docs about page option

The `page` option, which wraps the output SVG in HTML, is true by
default for `serve` but not for `render`. The `render` docs were wrong
though, so this updates them.

* Update the same statement in more docs

A few renderers used the same language
2023-01-04 12:51:40 +09:00
svlandeg
6852adc8b7 Merge branch 'copy_master' into copy_v4 2023-01-03 13:34:05 +01:00
Wannaphong Phatthiyaphaibun
31c1beba78
Add spacy-pythainlp (#12038)
* Add spacy-pythainlp

* Move submission to right section

* Minor cleanup

* Remove extra list call

* Update universe.json

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>
2023-01-03 17:03:59 +09:00
Madeesh Kannan
aa2b471a6e
New console logger with expanded progress tracking (#11972)
* Add `ConsoleLogger.v3`

This addition expands the progress bar feature to count up the training/distillation steps to either the next evaluation pass or the maximum number of steps.

* Rename progress bar types

* Add defaults to docs
Minor fixes

* Move comment

* Minor punctuation fixes

* Explicitly check for `None` when validating progress bar type

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>
2022-12-23 15:21:44 +01:00
Daniël de Kok
207565a788 Merge remote-tracking branch 'upstream/master' into chore/v4-merge-master-20221222 2022-12-22 10:08:54 +01:00
Raphael Mitsch
eef3d950b4
Fix SpanGroup and Span typing (#12009)
* Correct Span.label, Span.kb_id types. Fix SpanGroup.__iter__().

* Extend test.

* Rename test. Fix typo.

* Add comment.

* Fix types for Span.label, Span.kb_id, Span.char_span().

* Update spacy/tests/doc/test_span_group.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Update docs.

* Fix typo.

* Update spacy/tokens/span_group.pyx

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-12-21 18:54:27 +01:00
kadarakos
c223cd7a86
Add apply CLI (#11376)
* annotate cli first try

* add batch-size and n_process

* rename to apply

* typing fix

* handle file suffixes

* walk directories

* support jsonl

* typing fix

* remove debug

* make suffix optional for walk

* revert unrelated

* don't warn but raise

* better error message

* minor touch up

* Update spacy/tests/test_cli.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Update spacy/cli/apply.py

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

* Update spacy/cli/apply.py

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

* update tests and bugfix

* add force_overwrite

* typo

* fix adding .spacy suffix

* Update spacy/cli/apply.py

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

* Update spacy/cli/apply.py

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

* Update spacy/cli/apply.py

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

* store user data and rename cmd arg

* include test for user attr

* rename cmd arg

* better help message

* documentation

* prettier

* black

* link fix

* Update spacy/cli/apply.py

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Update website/docs/api/cli.md

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Update website/docs/api/cli.md

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Update website/docs/api/cli.md

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* addressing reviews

* dont quit but warn

* prettier

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>
2022-12-20 17:11:33 +01:00
cfuerbachersparks
3a2b655a29
Update lexeme.md (#11994)
Change suffix_ string to end
2022-12-19 10:33:38 +01:00
Paul O'Leary McCann
d60997febb
Remove old model shortcuts (#11916)
* Remove old model shortcuts

* Remove error, docs warnings about shortcuts

* Fix import in util

Accidentally deleted the whole import and not just the old part...

* Change universe example to v3 style

* Switch ubuntu-latest to ubuntu-20.04 in main tests (#11928)

* Switch ubuntu-latest to ubuntu-20.04 in main tests

* Only use 20.04 for 3.6

* Update some model loading in Universe

* Add v2 tag to neuralcoref

* Use the spacy-version feature instead of a v2 tag

Co-authored-by: svlandeg <svlandeg@github.com>
2022-12-08 11:45:52 +01:00
Paul O'Leary McCann
6b9af38eeb
Remove all references to "begin_training" (#11943)
When v3 was released, `begin_training` was renamed to `initialize`.
There were warnings in the code and docs about that. This PR removes
them.
2022-12-08 11:43:52 +01:00
vincent d warmerdam
6d2ca1ab3a
Update custom solutions links (#11903)
* Update custom solutions

Will now point to https://explosion.ai/custom-solutions

* added-sidebar

* added-analysis-to-readme

* update-landing-page
2022-12-07 16:02:09 +01:00
Paul O'Leary McCann
73919336fb
Remove spacy-sentence-segmenter from Universe (#11932) 2022-12-07 15:56:03 +01:00
Paul O'Leary McCann
916191848a
Update scattertext example code (#11937)
* Update scattertext example code

* Remove PMI Filter Threshold
2022-12-07 18:09:04 +09:00
svlandeg
799d226676 prettier formatting 2022-12-05 08:57:24 +01:00
svlandeg
04fea09ffd Merge branch 'copy_master' into copy_v4 2022-12-05 08:56:15 +01:00
Sofie Van Landeghem
4b2097a271
fix links (#11927) 2022-12-05 16:29:13 +09:00
Zhangrp
9cf3fa9711
Add docs for biluo_to_iob and iob_to_biluo. (#11901)
* Add docs for biluo_to_iob and iob_to_biluo.

* Fix typos.

* Remove redundant links.
2022-12-01 13:30:27 +01:00
Damian Romero
afd7a2476d
Fix typo in vocab.md table (#11908)
* Fix typo in vocab.md table

Fixes explosion/spaCy/#11907

* Reformat vocab.md with Prettier
2022-12-01 13:06:28 +01:00
Adriane Boyd
1ebe7db07c
Support local filesystem remotes for projects (#11762)
* Support local filesystem remotes for projects

* Fix support for local filesystem remotes for projects
  * Use `FluidPath` instead of `Pathy` to support both filesystem and
    remote paths
  * Create missing parent directories if required for local filesystem
  * Add a more general `_file_exists` method to support both `Pathy`,
    `Path`, and `smart_open`-compatible URLs
* Add explicit `smart_open` dependency starting with support for
  `compression` flag
* Update `pathy` dependency to exclude older versions that aren't
  compatible with required `smart_open` version
* Update docs to refer to `Pathy` instead of `smart_open` for project
  remotes (technically you can still push to any `smart_open`-compatible
  path but you can't pull from them)
* Add tests for local filesystem remotes

* Update pathy for general BlobStat sorting

* Add import

* Remove _file_exists since only Pathy remotes are supported

* Format CLI docs

* Clean up merge
2022-11-29 11:40:58 +01:00
Sofie Van Landeghem
96c9cf3448
Merge pull request #11855 from essenmitsosse/move-styleguide-out-of-readme
Move Styleguide out of Readme
2022-11-28 21:22:56 +01:00
Zhangrp
9f986af120
Add example sentence for Chinese in website meta (#11879) 2022-11-28 14:50:30 +09:00
Marcus Blättermann
5c9faf6eea
Update menu for styleguide
This reflects the removed parts from ecbf052abd
2022-11-27 03:48:05 +01:00
Marcus Blättermann
90141202c0
Merge branch 'move-styleguide-out-of-readme' into migrate-to-next-web-17 2022-11-27 03:48:03 +01:00
Marcus Blättermann
7f2ea20fee
Update README.md 2022-11-27 03:47:11 +01:00
Marcus Blättermann
c23d54fd26
Remove MDX tags from README.md 2022-11-27 03:47:11 +01:00
Raphael Mitsch
c0fd8a2e71
find-threshold: CLI command for multi-label classifier threshold tuning (#11280)
* Add foundation for find-threshold CLI functionality.

* Finish first draft for find-threshold.

* Add tests.

* Revert adjusted import statements.

* Fix mypy errors.

* Fix imports.

* Harmonize arguments with spacy evaluate command.

* Generalize component and threshold handling. Harmonize arguments with 'spacy evaluate' CLI.

* Fix Spancat test.

* Add beta parameter to Scorer and PRFScore.

* Make beta a component scorer setting.

* Remove beta.

* Update nlp.config (workaround).

* Reload pipeline on threshold change. Adjust tests. Remove confection reference.

* Remove assumption of component being a Pipe object or having a .cfg attribute.

* Adjust test output and reference values.

* Remove beta references. Delete universe.json.

* Reverting unnecessary changes. Removing unused default values. Renaming variables in find-cli tests.

* Update spacy/cli/find_threshold.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Remove adding labels in tests.

* Remove unused error

* Undo changes to PRFScorer

* Change default value for n_trials. Log table iteratively.

* Add warnings for pointless applications of find_threshold().

* Fix imports.

* Adjust type check of TextCategorizer to exclude subclasses.

* Change check of if there's only one unique value in scores.

* Update spacy/cli/find_threshold.py

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

* Incorporate feedback.

* Fix test issue. Update docstring.

* Update docs & docstring.

* Update spacy/tests/test_cli.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Add examples to docs. Rename _nlp to nlp in tests.

* Update spacy/cli/find_threshold.py

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

* Update spacy/cli/find_threshold.py

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

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2022-11-25 11:44:55 +01:00
kadarakos
dece775279
correct ndim in docs (#11869) 2022-11-25 11:31:28 +01:00
Madeesh Kannan
5ea14af32b
Add training.before_update callback (#11739)
* Add `training.before_update` callback

This callback can be used to implement training paradigms like gradual (un)freezing of components (e.g: the Transformer) after a certain number of training steps to mitigate catastrophic forgetting during fine-tuning.

* Fix type annotation, default config value

* Generalize arguments passed to the callback

* Update schema

* Pass `epoch` to callback, rename `current_step` to `step`

* Add test

* Simplify test

* Replace config string with `spacy.blank`

* Apply suggestions from code review

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Cleanup imports

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-11-23 17:54:58 +01:00
Edward
e79910d57e
Remove sentiment extension (#11722)
* remove sentiment attribute

* remove sentiment from docs

* add test for backwards compatibility

* replace from_disk with from_bytes

* Fix docs and format file

* Fix formatting
2022-11-23 13:09:32 +01:00
Paul O'Leary McCann
8271cfb4cd
Remove Learning Path spaCy (#11846) 2022-11-23 11:03:18 +01:00
Marcus Blättermann
ecbf052abd
Remove README.md content from styleguide 2022-11-23 02:04:54 +01:00
Marcus Blättermann
5659eeaadd
Remove styleguide content from README.md 2022-11-23 02:04:54 +01:00
Marcus Blättermann
8c0ceca637
Move README.md content to styleguide 2022-11-23 02:04:54 +01:00
Marcus Blättermann
0794e5c6cc
Add missing files to project structure in README.md 2022-11-23 02:04:54 +01:00
Marcus Blättermann
96218a1e8f
Delete styleguide.md
This is in intermediate commit, so the content of `/README.md`can be moved to the styleguid, but the history is kept
2022-11-23 02:04:54 +01:00
Marcus Blättermann
9d96e44a87
Apply Prettier to README.md 2022-11-23 02:04:49 +01:00
Paul O'Leary McCann
e3173bd86d
Remove spikex from Universe (#11825) 2022-11-18 08:24:22 +01:00
Peter Baumgartner
9baa686f82
remove migration support form (#11802) 2022-11-14 16:53:14 +01:00
Paul O'Leary McCann
bb523d4d91
Remove spacy-ray from docs (#11781)
* Remove spacy ray from cli docs

* Remove more ray docs

* Remove ray from universe
2022-11-14 19:58:38 +09:00
Edward
3478ff1eb0
remove new v2 tags (#11780) 2022-11-14 17:41:01 +09:00
Jacobo Myerston
322b5dc1df
Add greCy to Universe (#11774)
* Update universe.json

* Update universe.json

fixes Github value
2022-11-10 13:21:20 +09:00
Raphael Mitsch
20bbbe3e44
Revert disable/disabled merging behavior (#11745)
* Merge disable with disabled. Adjust warnings, errors and tests.

* Replace any() with set operation.

* Update spacy/tests/pipeline/test_pipe_methods.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Update docs.

* Remve reference to config entry nlp.enabled from docs.

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-11-08 14:58:10 +01:00
Adriane Boyd
68b8fa2df2 Merge remote-tracking branch 'upstream/master' into chore/update-v4-from-master-4 2022-11-03 09:42:36 +01:00
Adriane Boyd
420b1d854b
Update textcat scorer threshold behavior (#11696)
* Update textcat scorer threshold behavior

For `textcat` (with exclusive classes) the scorer should always use a
threshold of 0.0 because there should be one predicted label per doc and
the numeric score for that particular label should not matter.

* Rename to test_textcat_multilabel_threshold

* Remove all uses of threshold for multi_label=False

* Update Scorer.score_cats API docs

* Add tests for score_cats with thresholds

* Update textcat API docs

* Fix types

* Convert threshold back to float

* Fix threshold type in docstring

* Improve formatting in Scorer API docs
2022-11-02 15:35:04 +01:00
Aaron Zipp
d25f09468c
Spelling mistake in rule-based-matching.md (#11717)
Changed retokenize to retokenizer
2022-10-31 13:27:12 +09:00
Paul O'Leary McCann
6b78135b9e
Add warning to install widget for M1 GPUs (#11666)
* Add warning to install widget for M1 GPUs

* Use Thinc tracking issue instead

* Update website/src/widgets/quickstart-install.js

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Underline URL in warning

* Update website/src/widgets/quickstart-install.js

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Don't install cupy on m1 gpus

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-10-27 15:08:24 +02:00
Adriane Boyd
8740e4341f
Update languages and version in README and website (#11694) 2022-10-25 14:54:54 +02:00
Adriane Boyd
cae4589f5a
Replace EntityRuler with SpanRuler implementation (#11320)
* Replace EntityRuler with SpanRuler implementation

Remove `EntityRuler` and rename the `SpanRuler`-based
`future_entity_ruler` to `entity_ruler`.

Main changes:

* It is no longer possible to load patterns on init as with
`EntityRuler(patterns=)`.
* The older serialization formats (`patterns.jsonl`) are no longer
supported and the related tests are removed.
* The config settings are only stored in the config, not in the
serialized component (in particular the `phrase_matcher_attr` and
overwrite settings).

* Add migration guide to EntityRuler API docs

* docs update

* Minor edit

Co-authored-by: svlandeg <svlandeg@github.com>
2022-10-24 09:11:35 +02:00
Adriane Boyd
103b24fb25 Merge remote-tracking branch 'upstream/master' into chore/update-v4-from-master 2022-10-21 09:13:32 +02:00
Adriane Boyd
6c380d4fc6 Merge remote-tracking branch 'upstream/master' into chore/update-develop-from-master-v3.5 2022-10-20 13:45:17 +02:00
Adriane Boyd
7e56701057 Merge remote-tracking branch 'upstream/master' into chore/update-develop-from-master-v3.5 2022-10-20 13:38:49 +02:00
Cellan Hall
b69d249a22
Adding spacy-cleaner to the spaCy universe (#11674)
* added spacy-cleaner to the spaCy universe

* Move data to righ section of universe.json

* Cleanup

- fix typo ("replacers")
- spaCy doesn't need to be marked as code
- lemma of "Hello" is lower case

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>
2022-10-20 20:38:29 +09:00
Paul O'Leary McCann
bf83f6872a
Add detailed example of env dict usage (#11677)
* Add detailed example of env dict usage

* Mark code blocks as yaml
2022-10-20 20:35:03 +09:00
Paul O'Leary McCann
858565a567
Fix issues with DVC commands (#11592)
* Fix flag handling in dvc

Prior to this commit, if a flag (--verbose or --quiet) was passed to
DVC, it would be added to the end of the generated dvc command line.
This would result in the command being interpreted as part of the actual
command to run, rather than an argument to dvc. This would result in
command lines like:

    spacy project run preprocess --verbose

That would fail with an error that there's no such directory as
`--verbose`.

This change puts the flags at the front of the dvc command so that they
are interpreted correctly. It removes the `run_dvc_commands` function,
which had been reduced to just a for loop and wasn't used elsewhere.

A separate problem is that there's no way to specify the quiet behaviour
to dvc from the command line, though it's unclear if that's a bug.

* Add dvc quiet flag to docs

* Handle case in DVC where no commands are appropriate

If only have commands with no deps or outputs (admittedly unlikely), you
get a weird error about the dvc file not existing. This gives explicit
output instead.

* Add support for quiet flag

* Fix command execution

Commands are strings now because they're joined further up.
2022-10-18 15:11:39 +09:00
Paul O'Leary McCann
2e52479eec
Fix example code for spacy-wordnet (#11593)
* Fix example code for spacy-wordnet

It looks like in the most recent version, 0.1.0, it's no longer possible
to pass the lang parameter to the component separately. Doing so will
raise an error.

* Apply suggestions from code review

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

* Cleanup

* More cleanup

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2022-10-11 16:45:05 +02:00
Madeesh Kannan
446a3ecf34
StringStore refactoring (#11344)
* `strings`: Remove unused `hash32_utf8` function

* `strings`: Make `hash_utf8` and `decode_Utf8Str` private

* `strings`: Reorganize private functions

* 'strings': Raise error when non-string/-int types are passed to functions that don't accept them

* `strings`: Add `items()` method, add type hints, remove unused methods, restrict inputs to specific types, reorganize methods

* `Morphology`: Use `StringStore.items()` to enumerate features when pickling

* `test_stringstore`: Update pre-Python 3 tests

* Update `StringStore` docs

* Fix `get_string_id` imports

* Replace redundant test with tests for type checking

* Rename `_retrieve_interned_str`, remove `.get` default arg

* Add `get_string_id` to `strings.pyi`
Remove `mypy` ignore directives from imports of the above

* `strings.pyi`: Replace functions that consume `Union`-typed params with overloads

* `strings.pyi`: Revert some function signatures

* Update `SYMBOLS_BY_INT` lookups and error codes post-merge

* Revert clobbered change introduced in a previous merge

* Remove unnecessary type hint

* Invert tuple order in `StringStore.items()`

* Add test for `StringStore.items()`

* Revert "`Morphology`: Use `StringStore.items()` to enumerate features when pickling"

This reverts commit 1af9510ceb.

* Rename `keys` and `key_map`

* Add `keys()` and `values()`

* Add comment about the inverted key-value semantics in the API

* Fix type hints

* Implement `keys()`, `values()`, `items()` without generators

* Fix type hints, remove unnecessary boxing

* Update docs

* Simplify `keys/values/items()` impl

* `mypy` fix

* Fix error message, doc fixes
2022-10-06 10:51:06 +02:00
Sofie Van Landeghem
b187076a2d
fix docs (#11573) 2022-10-03 17:01:04 +02:00
svlandeg
e3027c65b8 Merge branch 'copy_develop' into copy_v4 2022-10-03 14:12:16 +02:00
svlandeg
9c8cdb403e Merge branch 'master_copy' into develop_copy 2022-09-30 15:40:26 +02:00
Gabriele Picco
ff9002b726
Add Zshot Spacy plugin (#11557)
* Add Zshot Spacy plugin

Add Zshot (Zero and Few shot named entity & relationships recognition) Spacy plugin

* Update website/meta/universe.json

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Update website/meta/universe.json

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-09-29 17:34:44 +02:00
Paul O'Leary McCann
ba63f57f81
Update docs to reflect Doc input to Language (#11555) 2022-09-29 18:50:29 +09:00
Taniguchi Yasufumi
9557b0fb01
Add spacy-partial-tagger to spaCy Universe (#11538) 2022-09-27 14:11:50 +02:00
Paul O'Leary McCann
a44b7d4622
Add experimental coref docs (#11291)
* Add experimental coref docs

* Docs cleanup

* Apply suggestions from code review

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

* Apply changes from code review

* Fix prettier formatting

It seems a period after a number made this think it was a list?

* Update docs on examples for initialize

* Add docs for coref scorers

* Remove 3.4 notes from coref

There won't be a "new" tag until it's in core.

* Add docs for span cleaner

* Fix docs

* Fix docs to match spacy-experimental

These weren't properly updated when the code was moved out of spacy
core.

* More doc fixes

* Formatting

* Update architectures

* Fix links

* Fix another link

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
Co-authored-by: svlandeg <svlandeg@github.com>
2022-09-27 18:11:23 +09:00
Paul O'Leary McCann
936a5f0506
Fix English pipeline names in 3.4 release notes (#11542) 2022-09-27 08:25:24 +02:00
Richard Hudson
6f692a06d5
Remove side effects from Doc.__init__() (#11506)
* Remove side effects from Doc.__init__()

* Changes based on review comment

* Readd test

* Change interface of Doc.__init__()

* Simplify test

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Update doc.md

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-09-26 15:58:21 +02:00
Basile Dura
f40d2fac29
fix: remove duplicate v3.2 (#11530) 2022-09-23 13:18:51 +02:00
Raphael Mitsch
af9b01ef97
Add dependency check to project step runs (#11226)
* Add dependency check to project step running.

* Fix dependency mismatch warning.

* Remove newline.

* Add types-setuptools to setup.cfg.

* Move types-setuptools to test requirements. Move warnings into _validate_requirements(). Handle file reading in project_run().

* Remove newline formatting for output of package conflicts.

* Show full version conflict message instead of just package name.

* Update spacy/cli/project/run.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Fix typo.

* Re-add rephrasing of message for conflicting packages. Remove requirements path redundancy.

* Update spacy/cli/project/run.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Update spacy/cli/project/run.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Print unified message for requirement conflicts and missing requirements.

* Update spacy/cli/project/run.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Fix warning message.

* Print conflict/missing messages individually.

* Print conflict/missing messages individually.

* Add check_requirements setting in project.yml to disable requirements check.

* Update website/docs/usage/projects.md

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Update website/docs/usage/projects.md

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Update description of project.yml structure in projects.md.

* Update website/docs/usage/projects.md

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

* Prettify projects docs.

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2022-09-16 16:54:31 +02:00
Sofie Van Landeghem
df0b815c23
more explicit Example constructor example (#11489)
* make constructor example for Example more explicit

* shorten example and add spaces
2022-09-16 09:26:33 +02:00
Richard Hudson
3f0c3ad7d3
Correct alignment example and documentation (#11491)
* Correct example and documentation

* Added altered example.md

* Changes based on review + apply prettier

* Remote unnecessary 'the'

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>
2022-09-14 09:36:55 +02:00
Daniël de Kok
efdbb722c5
Store activations in Docs when save_activations is enabled (#11002)
* Store activations in Doc when `store_activations` is enabled

This change adds the new `activations` attribute to `Doc`. This
attribute can be used by trainable pipes to store their activations,
probabilities, and guesses for downstream users.

As an example, this change modifies the `tagger` and `senter` pipes to
add an `store_activations` option. When this option is enabled, the
probabilities and guesses are stored in `set_annotations`.

* Change type of `store_activations` to `Union[bool, List[str]]`

When the value is:

- A bool: all activations are stored when set to `True`.
- A List[str]: the activations named in the list are stored

* Formatting fixes in Tagger

* Support store_activations in spancat and morphologizer

* Make Doc.activations type visible to MyPy

* textcat/textcat_multilabel: add store_activations option

* trainable_lemmatizer/entity_linker: add store_activations option

* parser/ner: do not currently support returning activations

* Extend tagger and senter tests

So that they, like the other tests, also check that we get no
activations if no activations were requested.

* Document `Doc.activations` and `store_activations` in the relevant pipes

* Start errors/warnings at higher numbers to avoid merge conflicts

Between the master and v4 branches.

* Add `store_activations` to docstrings.

* Replace store_activations setter by set_store_activations method

Setters that take a different type than what the getter returns are still
problematic for MyPy. Replace the setter by a method, so that type inference
works everywhere.

* Use dict comprehension suggested by @svlandeg

* Revert "Use dict comprehension suggested by @svlandeg"

This reverts commit 6e7b958f70.

* EntityLinker: add type annotations to _add_activations

* _store_activations: make kwarg-only, remove doc_scores_lens arg

* set_annotations: add type annotations

* Apply suggestions from code review

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

* TextCat.predict: return dict

* Make the `TrainablePipe.store_activations` property a bool

This means that we can also bring back `store_activations` setter.

* Remove `TrainablePipe.activations`

We do not need to enumerate the activations anymore since `store_activations` is
`bool`.

* Add type annotations for activations in predict/set_annotations

* Rename `TrainablePipe.store_activations` to `save_activations`

* Error E1400 is not used anymore

This error was used when activations were still `Union[bool, List[str]]`.

* Change wording in API docs after store -> save change

* docs: tag (save_)activations as new in spaCy 4.0

* Fix copied line in morphologizer activations test

* Don't train in any test_save_activations test

* Rename activations

- "probs" -> "probabilities"
- "guesses" -> "label_ids", except in the edit tree lemmatizer, where
  "guesses" -> "tree_ids".

* Remove unused W400 warning.

This warning was used when we still allowed the user to specify
which activations to save.

* Formatting fixes

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

* Replace "kb_ids" by a constant

* spancat: replace a cast by an assertion

* Fix EOF spacing

* Fix comments in test_save_activations tests

* Do not set RNG seed in activation saving tests

* Revert "spancat: replace a cast by an assertion"

This reverts commit 0bd5730d16.

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2022-09-13 09:51:12 +02:00
Adriane Boyd
6be6913ba5
Update cupy extras (#11279)
* Update cupy extras:

* Extend to v11
* Add `cupy-cuda11x` and `cupy-wheel`
* Update quickstart to use `cupy-wheel` for CUDA 10.2+

* Rename cuda-wheel to cuda-autodetect, remove repeated CUDA in menu
2022-09-13 09:04:53 +02:00
Sofie Van Landeghem
cc10a27c59
Prevent tok2vec to broadcast to listeners when predicting (#11385)
* replicate bug with tok2vec in annotating components

* add overfitting test with a frozen tok2vec

* remove broadcast from predict and check doc.tensor instead

* remove broadcast

* proper error

* slight rephrase of documentation
2022-09-12 15:36:48 +02:00
Madeesh Kannan
aac9a58c29
Add docs for the spacy.models_and_pipes_with_nvtx_range.v1 callback (#11463)
* Add docs for the `spacy.models_and_pipes_with_nvtx_range.v1` callback

* Add `new` tag
2022-09-09 10:46:01 +02:00
Paul O'Leary McCann
2602a30d32
Fix DVC command example (#11457)
This command doesn't have the project dir, but it's required.
2022-09-08 13:42:47 +02:00
Raphael Mitsch
1f23c615d7
Refactor KB for easier customization (#11268)
* Add implementation of batching + backwards compatibility fixes. Tests indicate issue with batch disambiguation for custom singular entity lookups.

* Fix tests. Add distinction w.r.t. batch size.

* Remove redundant and add new comments.

* Adjust comments. Fix variable naming in EL prediction.

* Fix mypy errors.

* Remove KB entity type config option. Change return types of candidate retrieval functions to Iterable from Iterator. Fix various other issues.

* Update spacy/pipeline/entity_linker.py

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Update spacy/pipeline/entity_linker.py

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Update spacy/kb_base.pyx

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Update spacy/kb_base.pyx

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Update spacy/pipeline/entity_linker.py

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Add error messages to NotImplementedErrors. Remove redundant comment.

* Fix imports.

* Remove redundant comments.

* Rename KnowledgeBase to InMemoryLookupKB and BaseKnowledgeBase to KnowledgeBase.

* Fix tests.

* Update spacy/errors.py

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

* Move KB into subdirectory.

* Adjust imports after KB move to dedicated subdirectory.

* Fix config imports.

* Move Candidate + retrieval functions to separate module. Fix other, small issues.

* Fix docstrings and error message w.r.t. class names. Fix typing for candidate retrieval functions.

* Update spacy/kb/kb_in_memory.pyx

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

* Update spacy/ml/models/entity_linker.py

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

* Fix typing.

* Change typing of mentions to be Span instead of Union[Span, str].

* Update docs.

* Update EntityLinker and _architecture docs.

* Update website/docs/api/entitylinker.md

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

* Adjust message for E1046.

* Re-add section for Candidate in kb.md, add reference to dedicated page.

* Update docs and docstrings.

* Re-add section + reference for KnowledgeBase.get_alias_candidates() in docs.

* Update spacy/kb/candidate.pyx

* Update spacy/kb/kb_in_memory.pyx

* Update spacy/pipeline/legacy/entity_linker.py

* Remove canididate.md. Remove mistakenly added config snippet in entity_linker.py.

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>
Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2022-09-08 10:38:07 +02:00
shademe
977b847cce
Merge branch 'develop' into merge-develop-into-v4 2022-09-07 11:35:47 +02:00
shademe
21000ae935
Merge branch 'master' into merge-master-into-develop 2022-09-06 17:50:07 +02:00
Paul O'Leary McCann
ff0522f8da Fix asent pip package name 2022-09-06 19:19:05 +09:00
Sofie Van Landeghem
d801cccd38
Merge pull request #11430 from rmitsch/chore/synch-develop
Synch develop with master
2022-09-05 15:07:18 +02:00
Paul O'Leary McCann
977dc33312
Add a way to get the URL to download a pipeline to the CLI (#11175)
* Add a dry run flag to download

* Remove --dry-run, add --url option to `spacy info` instead

* Make mypy happy

* Print only the URL, so it's easier to use in scripts

* Don't add the egg hash unless downloading an sdist

* Update spacy/cli/info.py

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

* Add two implementations of requirements

* Clean up requirements sample slightly

This should make mypy happy

* Update URL help string

* Remove requirements option

* Add url option to docs

* Add URL to spacy info model output, when available

* Add types-setuptools to testing reqs

* Add types-setuptools to requirements

* Add "compatible", expand docstring

* Update spacy/cli/info.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Run prettier on CLI docs

* Update docs

Add a sidebar about finding download URLs, with some examples of the new
command.

* Add download URLs to table on model page

* Apply suggestions from code review

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Updates from review

* download url -> download link

* Update docs

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-09-02 11:58:21 +02:00
Madeesh Kannan
604a7c3c26
SpanGroup(s)-related optimizations (#11380)
* `SpanGroup`: Add support for binding copies to a new reference document

* `SpanGroups`: Replace superfluous serialize-deserialize roundtrip in `copy`

Instead, directly copy the in-memory representations of the constituent `SpanGroup`s.

* Update `SpanGroup.copy()` signature

* Rename `new_doc` param to `doc`

* Fix kwdarg

* Update `.pyi` file and docstrings

* `mypy` fix

* Update spacy/tokens/span_group.pyx

* Update docs

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-08-31 09:03:20 +02:00
Sofie Van Landeghem
8fc0efc502
Allow string argument for disable/enable/exclude (#11406)
* adding unit test for spacy.load with disable/exclude string arg

* allow pure strings in from_config

* update docs

* upstream type adjustements

* docs update

* make docstring more consistent

* Update spacy/language.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* two more cleanups

* fix type in internal method

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-08-31 09:02:34 +02:00
Paul O'Leary McCann
698b8b495f
Update/remove old Matcher syntax (#11370)
* Clean up old Matcher call style related stuff

In v2 Matcher.add was called with (key, on_match, *patterns). In v3 this
was changed to (key, patterns, *, on_match=None), but there were various
points where the old call syntax was documented or handled specially.
This removes all those.

The Matcher itself didn't need any code changes, as it just gives a
generic type error. However the PhraseMatcher required some changes
because it would automatically "fix" the old call style.

Surprisingly, the tokenizer was still using the old call style in one
place.

After these changes tests failed in two places:

1. one test for the "new" call style, including the "old" call style. I
   removed this test.
2. deserializing the PhraseMatcher fails because the input docs are a
   set.

I am not sure why 2 is happening - I guess it's a quirk of the
serialization format? - so for now I just convert the set to a list when
deserializing. The check that the input Docs are a List in the
PhraseMatcher is a new check, but makes it parallel with the other
Matchers, which seemed like the right thing to do.

* Add notes related to input docs / deserialization type

* Remove Typing import

* Remove old note about call style change

* Apply suggestions from code review

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Use separate method for setting internal doc representations

In addition to the title change, this changes the internal dict to be a
defaultdict, instead of a dict with frequent use of setdefault.

* Add _add_from_arrays for unpickling

* Cleanup around adding from arrays

This moves adding to internal structures into the private batch method,
and removes the single-add method.

This has one behavioral change for `add`, in that if something is wrong
with the list of input Docs (such as one of the items not being a Doc),
valid items before the invalid one will not be added. Also the callback
will not be updated if anything is invalid. This change should not be
significant.

This also adds a test to check failure when given a non-Doc.

* Update spacy/matcher/phrasematcher.pyx

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-08-30 15:40:31 +02:00
Patrick J. Burns
5ae63b1fbd
Add Latin language support (#11349)
* Add lang folder for la (Latin)

* Add Latin lang classes

* Add minimal tokenizer exceptions

* Add minimal stopwords

* Add minimal lex_attrs

* Update stopwords, tokenizer exceptions

* Add la tests; register la_tokenizer in conftest.py

* Update spacy/lang/la/lex_attrs.py

Remove duplicate form in Latin lex_attrs

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

* Update natto-py version spec (#11222)

* Update natto-py version spec

* Update setup.cfg

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Add scorer to textcat API docs config settings (#11263)

* Update docs for pipeline initialize() methods (#11221)

* Update documentation for dependency parser

* Update documentation for trainable_lemmatizer

* Update documentation for entity_linker

* Update documentation for ner

* Update documentation for morphologizer

* Update documentation for senter

* Update documentation for spancat

* Update documentation for tagger

* Update documentation for textcat

* Update documentation for tok2vec

* Run prettier on edited files

* Apply similar changes in transformer docs

* Remove need to say annotated example explicitly

I removed the need to say "Must contain at least one annotated Example"
because it's often a given that Examples will contain some gold-standard
annotation.

* Run prettier on transformer docs

* chore: add 'concepCy' to spacy universe (#11255)

* chore: add 'concepCy' to spacy universe

* docs: add 'slogan' to concepCy

* Support full prerelease versions in the compat table (#11228)

* Support full prerelease versions in the compat table

* Fix types

* adding spans to doc_annotation in Example.to_dict (#11261)

* adding spans to doc_annotation in Example.to_dict

* to_dict compatible with from_dict: tuples instead of spans

* use strings for label and kb_id

* Simplify test

* Update data formats docs

Co-authored-by: Stefanie Wolf <stefanie.wolf@vitecsoftware.com>
Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Fix regex invalid escape sequences (#11276)

* Add W605 to the errors raised by flake8 in the CI (#11283)

* Clean up automated label-based issue handling (#11284)

* Clean up automated label-based issue handline

1. upgrade tiangolo/issue-manager to latest
2. move needs-more-info to tiangolo
3. change needs-more-info close time to 7 days
4. delete old needs-more-info config

* Use old, longer message

* Fix label name

* Fix Dutch noun chunks to skip overlapping spans (#11275)

* Add test for overlapping noun chunks

* Skip overlapping noun chunks

* Update spacy/tests/lang/nl/test_noun_chunks.py

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

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

* Docs: displaCy documentation - data types, `parse_{deps,ents,spans}`, spans example (#10950)

* add in spans example and parse references

* rm autoformatter

* rm extra ents copy

* TypedDict draft

* type fixes

* restore non-documentation files

* docs update

* fix spans example

* fix hyperlinks

* add parse example

* example fix + argument fix

* fix api arg in docs

* fix bad variable replacement

* fix spacing in style

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

* fix spacing on table

* fix spacing on table

* rm temp files

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

* include span_ruler for default warning filter (#11333)

* Add uk pipelines to website (#11332)

* Check for . in factory names (#11336)

* Make fixes for PR #11349

* Fix roman numeral coverage in #11349

Co-authored-by: Patrick J. Burns <patricks@diyclassics.org>
Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>
Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
Co-authored-by: Lj Miranda <12949683+ljvmiranda921@users.noreply.github.com>
Co-authored-by: Jules Belveze <32683010+JulesBelveze@users.noreply.github.com>
Co-authored-by: stefawolf <wlf.ste@gmail.com>
Co-authored-by: Stefanie Wolf <stefanie.wolf@vitecsoftware.com>
Co-authored-by: Peter Baumgartner <5107405+pmbaumgartner@users.noreply.github.com>
2022-08-30 14:04:54 +02:00
Edward
6723d76f24
Add ConsoleLogger.v2 (#11214)
* Init

* Change logger to ConsoleLogger.v2

* adjust naming

* More naming adjustments

* Fix output_file reference error

* ignore type

* Add basic test for logger

* Hopefully fix mypy issue

* mypy ignore line

* Update mypy line

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Update test method name

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Change file saving logic

* Fix finalize method

* increase spacy-legacy version in requirements

* Update docs

* small adjustments

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-08-29 10:23:05 +02:00
Adriane Boyd
2a558a7cdc
Switch to mecab-ko as default Korean tokenizer (#11294)
* Switch to mecab-ko as default Korean tokenizer

Switch to the (confusingly-named) mecab-ko python module for default Korean
tokenization.

Maintain the previous `natto-py` tokenizer as
`spacy.KoreanNattoTokenizer.v1`.

* Temporarily run tests with mecab-ko tokenizer

* Fix types

* Fix duplicate test names

* Update requirements test

* Revert "Temporarily run tests with mecab-ko tokenizer"

This reverts commit d2083e7044.

* Add mecab_args setting, fix pickle for KoreanNattoTokenizer

* Fix length check

* Update docs

* Formatting

* Update natto-py error message

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>

Co-authored-by: Paul O'Leary McCann <polm@dampfkraft.com>
2022-08-26 10:11:18 +02:00
Adriane Boyd
740c33fe58 Merge remote-tracking branch 'upstream/develop' into chore/update-v4-from-develop 2022-08-24 20:43:07 +02:00
Adriane Boyd
81874265e9 Merge remote-tracking branch 'upstream/master' into chore/update-develop-from-master-v3.5-1 2022-08-24 12:47:42 +02:00
Adriane Boyd
c44d243f25 Merge remote-tracking branch 'upstream/master' into chore/update-v4-from-master 2022-08-24 07:15:41 +02:00
Tobius Saul
c09d2fa25b
luganda language extension (#10847)
* luganda language extension

* __init__.py changes

* New enhancements

* Lexical attribute changed

* punctuaction and sentence additions

* Remove comment header

* Fix typos, reformat

* reformated version

* Add tokenizer test

* Remove contractions from stop words

* Format

* Add Luganda to website

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-08-23 13:09:36 +02:00
Tal Zussman
7e75327893
Fix menu order in linguistic-features.md (#11364)
Swap 'Vectors & Similarity' and 'Mappings & Exceptions' in menu to match order in body
2022-08-23 14:40:38 +09:00
Adriane Boyd
bb0e178878
Make Span/Doc.ents more consistent for ent_kb_id and ent_id (#11328)
* Map `Span.id` to `Token.ent_id` in all cases when setting `Doc.ents`
* Reset `Token.ent_id` and `Token.ent_kb_id` when setting `Doc.ents`
* Make `Span.ent_id` an alias of `Span.id` rather than a read-only view
of the root token's `ent_id` annotation
2022-08-22 20:28:57 +02:00
Adriane Boyd
04c6e5cb95
Improve floret vectors display in pipeline docs (#11343) 2022-08-22 11:28:13 +02:00
Adriane Boyd
5fa8f4faca
Switch ru and uk lemmatizers to pymorphy3 (#11345)
* Switch ru and uk lemmatizers to pymorphy3

* Switch to pymorphy3 in tests
2022-08-22 11:27:14 +02:00
Adriane Boyd
09b3118b26
Add uk pipelines to website (#11332) 2022-08-18 14:04:57 +02:00
Peter Baumgartner
db7b9938a4
Docs: displaCy documentation - data types, parse_{deps,ents,spans}, spans example (#10950)
* add in spans example and parse references

* rm autoformatter

* rm extra ents copy

* TypedDict draft

* type fixes

* restore non-documentation files

* docs update

* fix spans example

* fix hyperlinks

* add parse example

* example fix + argument fix

* fix api arg in docs

* fix bad variable replacement

* fix spacing in style

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

* fix spacing on table

* fix spacing on table

* rm temp files

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2022-08-16 11:23:34 -04:00
Sofie Van Landeghem
5d54c0e32a
Rename modules for consistency (#11286)
* rename Python module to entity_ruler

* rename Python module to attribute_ruler
2022-08-10 11:44:05 +02:00
stefawolf
23749cfc91
adding spans to doc_annotation in Example.to_dict (#11261)
* adding spans to doc_annotation in Example.to_dict

* to_dict compatible with from_dict: tuples instead of spans

* use strings for label and kb_id

* Simplify test

* Update data formats docs

Co-authored-by: Stefanie Wolf <stefanie.wolf@vitecsoftware.com>
Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-08-05 12:26:38 +02:00
Jules Belveze
cd09614ab2
chore: add 'concepCy' to spacy universe (#11255)
* chore: add 'concepCy' to spacy universe

* docs: add 'slogan' to concepCy
2022-08-04 15:42:38 +09:00
Lj Miranda
d993df41e5
Update docs for pipeline initialize() methods (#11221)
* Update documentation for dependency parser

* Update documentation for trainable_lemmatizer

* Update documentation for entity_linker

* Update documentation for ner

* Update documentation for morphologizer

* Update documentation for senter

* Update documentation for spancat

* Update documentation for tagger

* Update documentation for textcat

* Update documentation for tok2vec

* Run prettier on edited files

* Apply similar changes in transformer docs

* Remove need to say annotated example explicitly

I removed the need to say "Must contain at least one annotated Example"
because it's often a given that Examples will contain some gold-standard
annotation.

* Run prettier on transformer docs
2022-08-03 16:53:02 +02:00
Adriane Boyd
d0578c2ede
Add scorer to textcat API docs config settings (#11263) 2022-08-03 16:41:20 +02:00
Daniël de Kok
1ff683a50b Merge remote-tracking branch 'upstream/master' into merge-master-v4-20220728 2022-07-28 13:53:59 +02:00
ninjalu
95a1b8aca6
add additional REL_OP (#10371)
* add additional  REL_OP

* change to condition and new rel_op symbols

* add operators to docs

* add the anchor while we're in here

* add tests

Co-authored-by: Peter Baumgartner <5107405+pmbaumgartner@users.noreply.github.com>
2022-07-27 13:16:44 +02:00
Paul O'Leary McCann
1c12812d1a
Replace link to old label (#11188) 2022-07-25 16:39:34 +09:00
Adriane Boyd
7a99fe3c65
Move sent-patterns to correct section of universe.json (#11192) 2022-07-25 09:14:50 +02:00
0xpeIpeI
93960dc4b5
[universe project] create English interpretation project (#11184)
* [add] my universe  project setting

* [modify] A few adjustments

* [Modify] change package description
2022-07-24 19:01:04 +09:00
Dan Radenkovic
a5aa3a818f
fix docs (#11123) 2022-07-24 17:16:36 +09:00
Lucas Terriel
7ff52c02a1
Update meta for spacyfishing in spaCy Universe (#11185)
* add new logo for spacyfishing to update spacy universe

* change logo location
2022-07-24 17:10:29 +09:00
Maarten Grootendorst
1caa2d1d16
Added BERTopic to Spacy Universe (#11159)
* Added BERTopic to Spacy Universe

* Fix no render of visualization
2022-07-19 19:37:18 +09:00
Madeesh Kannan
ba18d2913d
Morphology/Morphologizer optimizations and refactoring (#11024)
* `Morphology`: Refactor to use C types, reduce allocations, remove unused code

* `Morphologzier`: Avoid unnecessary sorting of morpho features

* `Morphologizer`: Remove execessive reallocations of labels, improve hash lookups of labels, coerce `numpy` numeric types to native ints
Update docs

* Remove unused method

* Replace `unique_ptr` usage with `shared_ptr`

* Add type annotations to internal Python methods, rename `hash` variable, fix typos

* Add comment to clarify implementation detail

* Fix return type

* `Morphology`: Stop early when splitting fields and values
2022-07-15 11:14:08 +02:00
Adriane Boyd
2235e3520c
Update binder version in docs (#11124) 2022-07-12 15:20:33 +02:00
Adriane Boyd
11f859c132
Docs for v3.4 (#11057)
* Add draft of v3.4 usage

* Add Croatian models

* Add Matcher min/max

* Update release notes

* Minor edits

* Add updates, tables

* Update pydantic/mypy versions

* Update version in README

* Fix sidebar
2022-07-11 15:36:31 +02:00
Adriane Boyd
3701039c1f
Tweak build jobs setting, update install docs (#11077)
* Restrict SPACY_NUM_BUILD_JOBS to only override if set

* Update install docs
2022-07-08 19:21:17 +02:00
Richard Hudson
dc38a0f079
Change demo URL (#11102) 2022-07-08 19:19:48 +02:00
Adriane Boyd
be9e17c0e4
Add docs for compiling with build constraints (#11081) 2022-07-08 11:45:56 +02:00
Nipun Sadvilkar
bb3e11b9a1
Github Action for spaCy universe project alert (#11090) 2022-07-07 17:50:30 +05:30
Kenneth Enevoldsen
7b220afc29
Added asent to spacy universe (#11078)
* Added asent to spacy universe

* Update addition of asent following correction
2022-07-07 13:25:25 +09:00
Schero1994
c7c3fb1d0c
Merge pull request #11074 from Schero1994/feature/remove
Batch #2 | spaCy universe cleanup
2022-07-06 10:39:04 +02:00
Raphael Mitsch
e9eb59699f
NEL confidence threshold (#11016)
* Add base for NEL abstention threshold mechanism.

* Add abstention threshold to entity linker. Add test.

* Fix entity linking tests.

* Changed abstention default threshold from 0 to None.

* Fix default values for abstention thresholds.

* Fix mypy errors.

* Replace assertion with raise of proper error code.

* Simplify threshold check. Remove thresholding from EntityLinker_v1.

* Rename test.

* Update spacy/pipeline/entity_linker.py

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

* Update spacy/pipeline/entity_linker.py

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

* Make E1043 configurable.

* Update docs.

* Rephrase description in docs. Adjusting error code message.

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2022-07-04 17:05:21 +02:00
schaeran
b3165db41b remove universe object: spacy-langdetect 2022-07-04 16:07:18 +02:00
schaeran
4e8a5994df remove universe object: NLPre 2022-07-04 16:06:58 +02:00
schaeran
0e4a835468 remove universe object: num_fh 2022-07-04 16:06:38 +02:00
schaeran
5000a08a20 remove universe object: adam_qas 2022-07-04 16:06:20 +02:00
schaeran
60a35a2bb2 remove universe object: spacy_kenlm 2022-07-04 16:06:02 +02:00
schaeran
224f30c563 remove universe object: spacy-raspberry 2022-07-04 16:05:34 +02:00
schaeran
a9062ebf17 remove universe object: spacy-lookup 2022-07-04 16:05:11 +02:00