Commit Graph

2544 Commits

Author SHA1 Message Date
Adriane Boyd
fac457a509
Support floret for PretrainVectors (#12435)
* Support floret for PretrainVectors

* Format
2023-03-24 16:28:51 +01:00
Vinit Ravishankar
28de85737f
Tagger label smoothing (#12293)
* add label smoothing

* use True/False instead of floats

* add entropy to debug data

* formatting

* docs

* change test to check difference in distributions

* Update website/docs/api/tagger.mdx

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

* Update spacy/pipeline/tagger.pyx

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

* bool -> float

* update docs

* fix seed

* black

* update tests to use label_smoothing = 0.0

* set default to 0.0, update quickstart

* Update spacy/pipeline/tagger.pyx

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

* update morphologizer, tagger test

* fix morph docs

* add url to docs

---------

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2023-03-22 12:17:56 +01:00
Raphael Mitsch
96b61d0671
Fix EL failure with sentence-crossing entities (#12398)
* Add test reproducing EL failure in sentence-crossing entities.

* Format.

* Draft fix.

* Format.

* Fix case for len(ent.sents) == 1.

* Format.

* Format.

* Format.

* Fix mypy error.

* Merge EL sentence crossing tests.

* Remove unneeded sentencizer component.

* Fix or ignore mypy issues in test.

* Simplify ent.sents handling.

* Format. Update assert in ent.sents handling.

* Small rewrite

---------

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2023-03-14 22:02:49 +01:00
Raphael Mitsch
e8cab4625c
Fix sentence indexing bug in Span.sents (#12405)
* Add test for partial sentences in ent.sents.

* Removed unneeded import.

* Format. Simplify code.
2023-03-14 10:21:53 +01:00
Adriane Boyd
f27bce67fd
Skip project clone tests if git is not available (#12394) 2023-03-09 16:41:21 +01:00
Lj Miranda
913d74f509
Add spancat_singlelabel pipeline for multiclass and non-overlapping span labelling tasks (#11365)
* [wip] Update

* [wip] Update

* Add initial port

* [wip] Update

* Fix all imports

* Add spancat_exclusive to pipeline

* [WIP] Update

* [ci skip] Add breakpoint for debugging

* Use spacy.SpanCategorizer.v1 as default archi

* Update spacy/pipeline/spancat_exclusive.py

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

* [ci skip] Small updates

* Use Softmax v2 directly from thinc

* Cache the label map

* Fix mypy errors

However, I ignored line 370 because it opened up a bunch of type errors
that might be trickier to solve and might lead to a more complicated
codebase.

* avoid multiplication with 1.0

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

* Update spacy/pipeline/spancat_exclusive.py

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

* Update component versions to v2

* Add scorer to docstring

* Add _n_labels property to SpanCategorizer

Instead of using len(self.labels) in initialize() I am using a private
property self._n_labels. This achieves implementation parity and allows
me to delete the whole initialize() method for spancat_exclusive (since
it's now the same with spancat).

* Inherit from SpanCat instead of TrainablePipe

This commit changes the inheritance structure of Exclusive_Spancat,
now it's inheriting from SpanCategorizer than TrainablePipe. This
allows me to remove duplicate methods that are already present in
the parent function.

* Revert documentation link to spancat

* Fix init call for exclusive spancat

* Update spacy/pipeline/spancat_exclusive.py

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

* Import Suggester from spancat

* Include zero_init.v1 for spancat

* Implement _allow_extra_label to use _n_labels

To ensure that spancat / spancat_exclusive cannot be resized after
initialization, I inherited the _allow_extra_label() method from
spacy/pipeline/trainable_pipe.pyx and used self._n_labels instead
of len(self.labels) for checking.

I think that changing it locally is a better solution rather than
forcing each class that inherits TrainablePipe to use the self._n_labels
attribute.

Also note that I turned-off black formatting in this block of code
because it reads better without the overhang.

* Extend existing tests to spancat_exclusive

In this commit, I extended the existing tests for spancat to include
spancat_exclusive. I parametrized the test functions with 'name'
(similar var name with textcat and textcat_multilabel) for each
applicable test.

TODO: Add overfitting tests for spancat_exclusive

* Update documentation for spancat

* Turn on formatting for allow_extra_label

* Remove initializers in default config

* Use DEFAULT_EXCL_SPANCAT_MODEL

I also renamed spancat_exclusive_default_config into
spancat_excl_default_config because black does some not pretty
formatting changes.

* Update documentation

Update grammar and usage

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

* Clarify docstring for Exclusive_SpanCategorizer

* Remove mypy ignore and typecast labels to list

* Fix documentation API

* Use a single variable for tests

* Update defaults for number of rows

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

* Put back initializers in spancat config

Whenever I remove model.scorer.init_w and model.scorer.init_b,
I encounter an error in the test:

    SystemError: <method '__getitem__' of 'dict' objects> returned a result
    with an error set.

My Thinc version is 8.1.5, but I can't seem to check what's causing the
error.

* Update spancat_exclusive docstring

* Remove init_W and init_B parameters

This commit is expected to fail until the new Thinc release.

* Require thinc>=8.1.6 for serializable Softmax defaults

* Handle zero suggestions to make tests pass

I'm not sure if this is the most elegant solution. But what should
happen is that the _make_span_group function MUST return an empty
SpanGroup if there are no suggestions.

The error happens when the 'scores' variable is empty. We cannot
get the 'predicted' and other downstream vars.

* Better approach for handling zero suggestions

* Update website/docs/api/spancategorizer.md

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

* Update spancategorizer headers

* Apply suggestions from code review

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

* Add default value in negative_weight in docs

* Add default value in allow_overlap in docs

* Update how spancat_exclusive is constructed

In this commit, I added the following:
- Put the default values of negative_weight and allow_overlap
    in the default_config dictionary.
- Rename make_spancat -> make_exclusive_spancat

* Run prettier on spancategorizer.mdx

* Change exactly one -> at most one

* Add suggester documentation in Exclusive_SpanCategorizer

* Add suggester to spancat docstrings

* merge multilabel and singlelabel spancat

* rename spancat_exclusive to singlelable

* wire up different make_spangroups for single and multilabel

* black

* black

* add docstrings

* more docstring and fix negative_label

* don't rely on default arguments

* black

* remove spancat exclusive

* replace single_label with add_negative_label and adjust inference

* mypy

* logical bug in configuration check

* add spans.attrs[scores]

* single label make_spangroup test

* bugfix

* black

* tests for make_span_group with negative labels

* refactor make_span_group

* black

* Update spacy/tests/pipeline/test_spancat.py

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

* remove duplicate declaration

* Update spacy/pipeline/spancat.py

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

* raise error instead of just print

* make label mapper private

* update docs

* run prettier

* Update website/docs/api/spancategorizer.mdx

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

* Update website/docs/api/spancategorizer.mdx

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

* Update spacy/pipeline/spancat.py

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

* Update spacy/pipeline/spancat.py

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

* Update spacy/pipeline/spancat.py

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

* Update spacy/pipeline/spancat.py

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

* don't keep recomputing self._label_map for each span

* typo in docs

* Intervals to private and document 'name' param

* Update spacy/pipeline/spancat.py

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

* Update spacy/pipeline/spancat.py

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

* add Tag to new features

* replace tags

* revert

* revert

* revert

* revert

* Update website/docs/api/spancategorizer.mdx

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

* Update website/docs/api/spancategorizer.mdx

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

* prettier

* Fix merge

* Update website/docs/api/spancategorizer.mdx

* remove references to 'single_label'

* remove old paragraph

* Add spancat_singlelabel to config template

* Format

* Extend init config tests

---------

Co-authored-by: kadarakos <kadar.akos@gmail.com>
Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2023-03-09 10:30:59 +01:00
Adriane Boyd
260cb9c6fe
Raise error for non-default vectors with PretrainVectors (#12366) 2023-03-06 18:06:31 +01:00
Adriane Boyd
5ecb3babed
Update to use absolute imports in tests (#12372) 2023-03-06 17:30:17 +01:00
Adriane Boyd
0bbc620dd8
Partially work around pending deprecation of pkg_resources (#12368)
* Handle deprecation of pkg_resources

* Replace `pkg_resources` with `importlib_metadata` for `spacy info
--url`
* Remove requirements check from `spacy project` given the lack of
alternatives

* Fix installed model URL method and CI test

* Fix types/handling, simplify catch-all return

* Move imports instead of disabling requirements check

* Format

* Reenable test with ignored deprecation warning

* Fix except

* Fix return
2023-03-06 14:48:57 +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
Sofie Van Landeghem
74cae47bf6
rely on is_empty property instead of __len__ (#12347) 2023-03-01 12:06:07 +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
lise-brinck
e2de188cf1
Bugfix/swedish tokenizer (#12315)
* add unittest for explosion#12311

* create punctuation.py for swedish

* removed : from infixes in swedish punctuation.py

* allow : as infix if succeeding char is uppercase
2023-02-27 10:53:45 +01:00
Paul O'Leary McCann
1e8bac99f3
Add tests for projects to master (#12303)
* Add tests for projects to master

* Fix git clone related issues on Windows

* Add stat import
2023-02-23 10:22:57 +01:00
Sofie Van Landeghem
79ef6cf0f9
Have logging calls use string formatting types (#12215)
* change logging call for spacy.LookupsDataLoader.v1

* substitutions in language and _util

* various more substitutions

* add string formatting guidelines to contribution guidelines
2023-02-02 11:15:22 +01:00
Raphael Mitsch
02af17a5c8
Remove flaky assertions. (#12210) 2023-01-31 16:52:06 +01:00
Adriane Boyd
606273f7e4
Normalize whitespace in evaluate CLI output test (#12157)
* Normalize whitespace in evaluate CLI output test

Depending on terminal settings, lines may be padded to the screen width
so the comparison is too strict with only the command string replacement.

* Move to test util method

* Change to normalization method
2023-01-27 16:13:34 +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
Peter Baumgartner
c68e6b8a96
trainable_lemmatizer in debug data (#11419)
* WIP

* rm ipython embeds

* rm total

* WIP

* cleanup

* cleanup + reword

* rm component function

* remove migration support form

* fix reference dataset for dev data

* additional fixes

- set approach to identifying unique trees
- adjust line length on messages
- add logic for detecting docs without annotations

* use 0 instead of none for no annotation

* partial annotation support

* initial tests for _compile_gold lemma attributes

Using the example data from the edit tree lemmatizer tests for:
- lemmatizer_trees
- partial_lemma_annotations
- n_low_cardinality_lemmas
- no_lemma_annotations

* adds output test for cli app

* switch msg level

* rm unclear uniqueness check

* Revert "rm unclear uniqueness check"

This reverts commit 6ea2b3524b.

* remove good message on uniqueness

* formatting

* use en_vocab fixture

* clarify data set source in messages

* remove unnecessary import

Co-authored-by: svlandeg <svlandeg@github.com>
2023-01-26 17:36:50 +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
Raphael Mitsch
950fceceb6
Make test_cli_find_threshold() more robust. (#12148) 2023-01-23 14:42:33 +01:00
Richard Hudson
f9e020dd67
Fix speed problem with top_k>1 on CPU in edit tree lemmatizer (#12017)
* Refactor _scores2guesses

* Handle arrays on GPU

* Convert argmax result to raw integer

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

* Use NumpyOps() to copy data to CPU

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

* Changes based on review comments

* Use different _scores2guesses depending on tree_k

* Add tests for corner cases

* Add empty line for consistency

* Improve naming

Co-authored-by: Daniël de Kok <me@github.danieldk.eu>

* Improve naming

Co-authored-by: Daniël de Kok <me@github.danieldk.eu>

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>
Co-authored-by: Daniël de Kok <me@github.danieldk.eu>
2023-01-20 19:34:11 +01:00
Adriane Boyd
dc0f527039 Revert "Temporarily skip tests that require models/compat"
This reverts commit 378db0eb1e.
2023-01-18 12:54:56 +01:00
Daniël de Kok
dda7331da3
Handle missing annotations in the edit tree lemmatizer (#12098)
The losses/gradients of missing annotations were not correctly masked
out. Fix this and check the masking in the partial data test.
2023-01-12 12:13:55 +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
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
Sofie Van Landeghem
6d03b04901
Improve score_cats for use with multiple textcat components (#11820)
* add test for running evaluate on an nlp pipeline with two distinct textcat components

* cleanup

* merge dicts instead of overwrite

* don't add more labels to the given set

* Revert "merge dicts instead of overwrite"

This reverts commit 89bee0ed77.

* Switch tests to separate scorer keys rather than merged dicts

* Revert unrelated edits

* Switch textcat scorers to v2

* formatting

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2023-01-09 11:43:48 +01:00
Sofie Van Landeghem
7f6c638c3a
fix processing of "auto" in convert (#12050)
* fix processing of "auto" in walk_directory

* add check for None

* move AUTO check to convert and fix verification of args

* add specific CLI test with CliRunner

* cleanup

* more cleanup

* update docstring
2023-01-05 10:21:00 +01:00
github-actions[bot]
abb0ab109d
Auto-format code with black (#12035)
Co-authored-by: explosion-bot <explosion-bot@users.noreply.github.com>
2023-01-02 11:59:57 +01:00
Adriane Boyd
ef9e504eac
Rename modified textcat scorer to v2 (#11971)
As a follow-up to #11696, rename the modified scorer to v2 and move the
v1 scorer to `spacy-legacy`.
2022-12-29 14:01:08 +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
Adriane Boyd
0591e67265
Cast to uint64 for all array-based doc representations (#11933)
* Convert all individual values explicitly to uint64 for array-based doc representations

* Temporarily test with latest numpy v1.24.0rc

* Remove unnecessary conversion from attr_t

* Reduce number of individual casts

* Convert specifically from int32 to uint64

* Revert "Temporarily test with latest numpy v1.24.0rc"

This reverts commit eb0e3c5006.

* Also use int32 in tests
2022-12-12 08:45:35 +01:00
github-actions[bot]
f22fc7a113
Auto-format code with black (#11955)
Co-authored-by: explosion-bot <explosion-bot@users.noreply.github.com>
2022-12-09 10:15:52 +01:00
Daniël de Kok
27fac7df2e
EditTreeLemmatizer: correctly add strings when initializing from labels (#11934)
Strings in replacement nodes where not added to the `StringStore`
when `EditTreeLemmatizer` was initialized from a set of labels. The
corresponding test did not capture this because it added the strings
through the examples that were passed to the initialization.

This change fixes both this bug in the initialization as the 'shadowing'
of the bug in the test.
2022-12-07 13:53:41 +09:00
Zhangrp
23085ffef4
Fix interpolation in directory names, see #11235. (#11914) 2022-12-06 17:42:12 +09:00
Adriane Boyd
445c670a2d
Fix spancat for zero suggestions (#11860)
* Add test for spancat predict with zero suggestions

* Fix spancat for zero suggestions

* Undo changes to extract_spans

* Use .sum() as in update
2022-12-02 09:33:52 +01:00
Adriane Boyd
6f9d630f7e
Replace Pipe type with Callable in Language (#11803)
* Replace Pipe type with Callable in Language

* Use Callable[[Doc], Doc] in the docstrings
2022-11-29 13:20:08 +01:00
Adriane Boyd
e0d43557b7
Merge pull request #11871 from adrianeboyd/chore/v3.5.0
Prepare for v3.5.0
2022-11-29 11:41:32 +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
Paul O'Leary McCann
f54bfb56c9
Don't throw an error if using displacy on an unset span key (#11845)
* Don't throw an error if using displacy on an unset span key

* List available keys in W117
2022-11-28 10:01:09 +01:00
Adriane Boyd
681ec20914
Add smart_open requirement, update deprecated options (#11864)
* Switch from deprecated `ignore_ext` to `compression`
* Add upload/download test for local files
2022-11-25 13:00:57 +01:00
Adriane Boyd
378db0eb1e Temporarily skip tests that require models/compat 2022-11-25 12:05:25 +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
Adriane Boyd
30d31fd335
Update Russian and Ukrainian lemmatizers (#11811)
* pymorph2 issues #11620, #11626, #11625:
- #11620: pymorphy2_lookup
- #11626: handle multiple forms pointing to the same normal form + handling empty POS tag
- #11625: matching DET that are labelled as PRON by pymorhp2

* Move lemmatizer algorithm changes back into RussianLemmatizer

* Fix uk pymorphy3_lookup mode init

* Move and update tests for ru/uk lookup lemmatizer modes

* Fix typo

* Remove traces of previous behavior for uninflected POS

* Refactor to private generic-looking pymorphy methods

* Remove xfailed uk lemmatizer cases

* Update spacy/lang/ru/lemmatizer.py

Co-authored-by: Richard Hudson <richard@explosion.ai>

Co-authored-by: Dmytro S Lituiev <d.lituiev@gmail.com>
Co-authored-by: Richard Hudson <richard@explosion.ai>
2022-11-25 11:12:46 +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
Marco Edward Gorelli
f0d8309a28
fix comparison of constants (#11834)
Co-authored-by: MarcoGorelli <>
2022-11-21 08:12:03 +01:00