Commit Graph

121 Commits

Author SHA1 Message Date
Adriane Boyd
fa79a0db9f
Add AttributeRuler for token attribute exceptions (#5842)
* Add AttributeRuler for token attribute exceptions

Add the `AttributeRuler` to handle exceptions for token-level
attributes. The `AttributeRuler` uses `Matcher` patterns to identify
target spans and applies the specified attributes to the token at the
provided index in the matched span. A negative index can be used to
index from the end of the matched span. The retokenizer is used to
"merge" the individual tokens and assign them the provided attributes.

Helper functions can import existing tag maps and morph rules to the
corresponding `Matcher` patterns.

There is an additional minor bug fix for `MORPH` attributes in the
retokenizer to correctly normalize the values and to handle `MORPH`
alongside `_` in an attrs dict.

* Fix default name

* Update name in error message

* Extend AttributeRuler functionality

* Add option to initialize with a dict of AttributeRuler patterns

* Instead of silently discarding overlapping matches (the default
behavior for the retokenizer if only the attrs differ), split the
matches into disjoint sets and retokenize each set separately. This
allows, for instance, one pattern to set the POS and another pattern to
set the lemma. (If two matches modify the same attribute, it looks like
the attrs are applied in the order they were added, but it may not be
deterministic?)

* Improve types

* Sort spans before processing

* Fix index boundaries in Span

* Refactor retokenizer to separate attrs methods

Add top-level `normalize_token_attrs` and `set_token_attrs` methods.

* Update AttributeRuler to use refactored methods

Update `AttributeRuler` to replace use of full retokenizer with only the
relevant methods for normalizing and setting attributes for a single
token.

* Update spacy/pipeline/attributeruler.py

Co-authored-by: Ines Montani <ines@ines.io>

* Make API more similar to EntityRuler

* Add `AttributeRuler.add_patterns` to add patterns from a list of dicts
* Return list of dicts as property `AttributeRuler.patterns`

* Make attrs_unnormed private

* Add test loading patterns from assets

* Revert "Fix index boundaries in Span"

This reverts commit 8f8a5c3386.

* Add Span index boundary checks (#5861)

* Add Span index boundary checks

* Return Span-specific IndexError in all cases

* Simplify and fix if/else

Co-authored-by: Ines Montani <ines@ines.io>
2020-08-04 17:02:39 +02:00
Ines Montani
e0ffe36e79 Update docstrings, docs and types 2020-07-29 11:36:42 +02:00
Ines Montani
412dbb1f38
Remove dead and/or deprecated code (#5710)
* Remove dead and/or deprecated code

* Remove n_threads

Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
2020-07-06 13:06:25 +02:00
Ines Montani
60c2695131 Remove deprecated methods 2020-07-01 22:33:39 +02:00
Ines Montani
810fce3bb1 Merge branch 'develop' into master-tmp 2020-06-03 14:36:59 +02:00
Ines Montani
5d3806e059 unicode -> str consistency 2020-05-24 17:20:58 +02:00
Ines Montani
24f72c669c Merge branch 'develop' into master-tmp 2020-05-21 18:39:06 +02:00
adrianeboyd
e63880e081
Use Token.sent_start for Span.sent (#5439)
Use `Token.sent_start` for sentence boundaries in `Span.sent` so that
`Doc.sents` and `Span.sent` return the same sentence boundaries.
2020-05-14 18:22:51 +02:00
Adriane Boyd
bc39f97e11 Simplify warnings 2020-04-28 13:37:37 +02:00
adrianeboyd
f8ac5b9f56
bugfix in span similarity (#5155) (#5358)
* bugfix in span similarity

* also rewrite doc.pyx for clarity

* formatting

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2020-04-27 16:51:27 +02:00
Sofie Van Landeghem
d6d95674c1
bugfix in span similarity (#5155)
* bugfix in span similarity

* also rewrite doc.pyx for clarity

* formatting
2020-03-29 13:56:07 +02:00
Ines Montani
b0cfab317f Merge branch 'develop' into refactor/simplify-warnings 2020-03-04 16:38:55 +01:00
Ines Montani
648f61d077
Tidy up compiler flags and imports (#5071) 2020-03-02 11:48:10 +01:00
Ines Montani
37691e6d5d Simplify warnings 2020-02-28 12:20:23 +01:00
Ines Montani
e3f40a6a0f Tidy up and auto-format 2020-02-18 15:38:18 +01:00
Ines Montani
de11ea753a Merge branch 'master' into develop 2020-02-18 14:47:23 +01:00
adrianeboyd
3b22eb651b
Sync Span __eq__ and __hash__ (#5005)
* Sync Span __eq__ and __hash__

Use the same tuple for `__eq__` and `__hash__`, including all attributes
except `vector` and `vector_norm`.

* Update entity comparison in tests

Update `assert_docs_equal()` test util to compare `Span` properties for
ents rather than `Span` objects.
2020-02-16 17:20:36 +01:00
Ines Montani
2ed49404e3
Improve setup.py and call into Cython directly (#4952)
* Improve setup.py and call into Cython directly

* Add numpy to setup_requires

* Improve clean helper

* Update setup.cfg

* Try if it builds without pyproject.toml

* Update MANIFEST.in
2020-02-11 17:46:18 -05:00
Sofie Van Landeghem
569cc98982
Update spaCy for thinc 8.0.0 (#4920)
* Add load_from_config function

* Add train_from_config script

* Merge configs and expose via spacy.config

* Fix script

* Suggest create_evaluation_callback

* Hard-code for NER

* Fix errors

* Register command

* Add TODO

* Update train-from-config todos

* Fix imports

* Allow delayed setting of parser model nr_class

* Get train-from-config working

* Tidy up and fix scores and printing

* Hide traceback if cancelled

* Fix weighted score formatting

* Fix score formatting

* Make output_path optional

* Add Tok2Vec component

* Tidy up and add tok2vec_tensors

* Add option to copy docs in nlp.update

* Copy docs in nlp.update

* Adjust nlp.update() for set_annotations

* Don't shuffle pipes in nlp.update, decruft

* Support set_annotations arg in component update

* Support set_annotations in parser update

* Add get_gradients method

* Add get_gradients to parser

* Update errors.py

* Fix problems caused by merge

* Add _link_components method in nlp

* Add concept of 'listeners' and ControlledModel

* Support optional attributes arg in ControlledModel

* Try having tok2vec component in pipeline

* Fix tok2vec component

* Fix config

* Fix tok2vec

* Update for Example

* Update for Example

* Update config

* Add eg2doc util

* Update and add schemas/types

* Update schemas

* Fix nlp.update

* Fix tagger

* Remove hacks from train-from-config

* Remove hard-coded config str

* Calculate loss in tok2vec component

* Tidy up and use function signatures instead of models

* Support union types for registry models

* Minor cleaning in Language.update

* Make ControlledModel specifically Tok2VecListener

* Fix train_from_config

* Fix tok2vec

* Tidy up

* Add function for bilstm tok2vec

* Fix type

* Fix syntax

* Fix pytorch optimizer

* Add example configs

* Update for thinc describe changes

* Update for Thinc changes

* Update for dropout/sgd changes

* Update for dropout/sgd changes

* Unhack gradient update

* Work on refactoring _ml

* Remove _ml.py module

* WIP upgrade cli scripts for thinc

* Move some _ml stuff to util

* Import link_vectors from util

* Update train_from_config

* Import from util

* Import from util

* Temporarily add ml.component_models module

* Move ml methods

* Move typedefs

* Update load vectors

* Update gitignore

* Move imports

* Add PrecomputableAffine

* Fix imports

* Fix imports

* Fix imports

* Fix missing imports

* Update CLI scripts

* Update spacy.language

* Add stubs for building the models

* Update model definition

* Update create_default_optimizer

* Fix import

* Fix comment

* Update imports in tests

* Update imports in spacy.cli

* Fix import

* fix obsolete thinc imports

* update srsly pin

* from thinc to ml_datasets for example data such as imdb

* update ml_datasets pin

* using STATE.vectors

* small fix

* fix Sentencizer.pipe

* black formatting

* rename Affine to Linear as in thinc

* set validate explicitely to True

* rename with_square_sequences to with_list2padded

* rename with_flatten to with_list2array

* chaining layernorm

* small fixes

* revert Optimizer import

* build_nel_encoder with new thinc style

* fixes using model's get and set methods

* Tok2Vec in component models, various fixes

* fix up legacy tok2vec code

* add model initialize calls

* add in build_tagger_model

* small fixes

* setting model dims

* fixes for ParserModel

* various small fixes

* initialize thinc Models

* fixes

* consistent naming of window_size

* fixes, removing set_dropout

* work around Iterable issue

* remove legacy tok2vec

* util fix

* fix forward function of tok2vec listener

* more fixes

* trying to fix PrecomputableAffine (not succesful yet)

* alloc instead of allocate

* add morphologizer

* rename residual

* rename fixes

* Fix predict function

* Update parser and parser model

* fixing few more tests

* Fix precomputable affine

* Update component model

* Update parser model

* Move backprop padding to own function, for test

* Update test

* Fix p. affine

* Update NEL

* build_bow_text_classifier and extract_ngrams

* Fix parser init

* Fix test add label

* add build_simple_cnn_text_classifier

* Fix parser init

* Set gpu off by default in example

* Fix tok2vec listener

* Fix parser model

* Small fixes

* small fix for PyTorchLSTM parameters

* revert my_compounding hack (iterable fixed now)

* fix biLSTM

* Fix uniqued

* PyTorchRNNWrapper fix

* small fixes

* use helper function to calculate cosine loss

* small fixes for build_simple_cnn_text_classifier

* putting dropout default at 0.0 to ensure the layer gets built

* using thinc util's set_dropout_rate

* moving layer normalization inside of maxout definition to optimize dropout

* temp debugging in NEL

* fixed NEL model by using init defaults !

* fixing after set_dropout_rate refactor

* proper fix

* fix test_update_doc after refactoring optimizers in thinc

* Add CharacterEmbed layer

* Construct tagger Model

* Add missing import

* Remove unused stuff

* Work on textcat

* fix test (again :)) after optimizer refactor

* fixes to allow reading Tagger from_disk without overwriting dimensions

* don't build the tok2vec prematuraly

* fix CharachterEmbed init

* CharacterEmbed fixes

* Fix CharacterEmbed architecture

* fix imports

* renames from latest thinc update

* one more rename

* add initialize calls where appropriate

* fix parser initialization

* Update Thinc version

* Fix errors, auto-format and tidy up imports

* Fix validation

* fix if bias is cupy array

* revert for now

* ensure it's a numpy array before running bp in ParserStepModel

* no reason to call require_gpu twice

* use CupyOps.to_numpy instead of cupy directly

* fix initialize of ParserModel

* remove unnecessary import

* fixes for CosineDistance

* fix device renaming

* use refactored loss functions (Thinc PR 251)

* overfitting test for tagger

* experimental settings for the tagger: avoid zero-init and subword normalization

* clean up tagger overfitting test

* use previous default value for nP

* remove toy config

* bringing layernorm back (had a bug - fixed in thinc)

* revert setting nP explicitly

* remove setting default in constructor

* restore values as they used to be

* add overfitting test for NER

* add overfitting test for dep parser

* add overfitting test for textcat

* fixing init for linear (previously affine)

* larger eps window for textcat

* ensure doc is not None

* Require newer thinc

* Make float check vaguer

* Slop the textcat overfit test more

* Fix textcat test

* Fix exclusive classes for textcat

* fix after renaming of alloc methods

* fixing renames and mandatory arguments (staticvectors WIP)

* upgrade to thinc==8.0.0.dev3

* refer to vocab.vectors directly instead of its name

* rename alpha to learn_rate

* adding hashembed and staticvectors dropout

* upgrade to thinc 8.0.0.dev4

* add name back to avoid warning W020

* thinc dev4

* update srsly

* using thinc 8.0.0a0 !

Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
Co-authored-by: Ines Montani <ines@ines.io>
2020-01-29 17:06:46 +01:00
Sofie Van Landeghem
a1b22e90cd serialize ENT_ID (#4852)
* expand serialization test for custom token attribute

* add failing test for issue 4849

* define ENT_ID as attr and use in doc serialization

* fix few typos
2020-01-06 14:57:34 +01:00
Ines Montani
db55577c45
Drop Python 2.7 and 3.5 (#4828)
* Remove unicode declarations

* Remove Python 3.5 and 2.7 from CI

* Don't require pathlib

* Replace compat helpers

* Remove OrderedDict

* Use f-strings

* Set Cython compiler language level

* Fix typo

* Re-add OrderedDict for Table

* Update setup.cfg

* Revert CONTRIBUTING.md

* Revert lookups.md

* Revert top-level.md

* Small adjustments and docs [ci skip]
2019-12-22 01:53:56 +01:00
tamuhey
1707e77c5e add char_span to Span (#4793) 2019-12-13 15:54:58 +01:00
Sofie Van Landeghem
9be4d1c105 Allow copying of user_data in as_doc (#4282)
* Allow copying the user_data with as_doc + unit test

* add option to docs

* add typing

* import fix

* workaround to avoid bool clashing ...

* bint instead of bool
2019-09-12 17:08:14 +02:00
Matthew Honnibal
944a66c326 Add span.tensor and token.tensor attributes 2019-08-01 18:30:50 +02:00
Ines Montani
d5bce35fb1 Fix bug in Span.similarity when called via hook 2019-07-27 15:33:27 +02:00
Sofie Van Landeghem
ba02957c80 Fix dependency copy for as_doc (#3969)
* failing unit test for issue 3962

* attempt to fix Issue #3962

* create artificial unit test example

* using length instead of self.length

* sp

* reformat with black

* find better ancestor within span and use generic 'dep'

* attach to span.root if there is no appropriate ancestor

* comment span text

* clean up ancestor code

* reconstruct dep tree to keep same number of sentences
2019-07-23 18:28:54 +02:00
svlandeg
8608685543 ensure Span.as_doc keeps the entity links + unit test 2019-06-25 15:28:51 +02:00
svlandeg
5b1cd49222 error msg and unit tests for setting kb_id on span 2019-03-22 12:05:35 +01:00
svlandeg
feb71e15fd hash the entity name 2019-03-22 11:36:44 +01:00
svlandeg
735fc2a735 annotate kb_id through ents in doc 2019-03-22 11:36:44 +01:00
Matthew Honnibal
72889a16d5 Fix similarity calculation if vectors are on GPU (#3440) 2019-03-20 12:09:59 +01:00
Sofie
c45ed32c74 label in span not writable anymore (#3408)
* label in span not writable anymore

* more explicit unit test and error message for readonly label

* bit more explanation (view)

* error msg tailored to specific case

* fix None case
2019-03-15 00:46:45 +01:00
Matthew Honnibal
b0b990e405 Fix token.conjuncts (closes #795) (#3392)
* Implement conjuncts method

* Add span.conjuncts property

* Un-xfail token.conjuncts tests

* Update docs for token.conjuncts and span.conjuncts

* Fix merge error in token.conjuncts
2019-03-11 17:05:45 +01:00
Ines Montani
47e9c274ef Tidy up property code style (#3391)
Use decorator if properties only have a getter and existing syntax if there's getter and setter
2019-03-11 15:59:09 +01:00
Ines Montani
296446a1c8
Tidy up and improve docs and docstrings (#3370)
<!--- Provide a general summary of your changes in the title. -->

## Description
* tidy up and adjust Cython code to code style
* improve docstrings and make calling `help()` nicer
* add URLs to new docs pages to docstrings wherever possible, mostly to user-facing objects
* fix various typos and inconsistencies in docs

### Types of change
enhancement, docs

## Checklist
<!--- Before you submit the PR, go over this checklist and make sure you can
tick off all the boxes. [] -> [x] -->
- [x] I have submitted the spaCy Contributor Agreement.
- [x] I ran the tests, and all new and existing tests passed.
- [x] My changes don't require a change to the documentation, or if they do, I've added all required information.
2019-03-08 11:42:26 +01:00
Ines Montani
9d6ca18a10 Tidy up and only use self.vector once 2019-03-07 01:06:12 +01:00
Ines Montani
a8f1efd2f5 Merge branch 'master' into develop 2019-03-07 00:56:31 +01:00
Daniel King
5f40229397 Don't use numpy directly for similarity (#3362)
* Don't use numpy directly for similarity

* Contributor agreement
2019-03-06 22:58:38 +00:00
Ines Montani
5651a0d052 💫 Replace {Doc,Span}.merge with Doc.retokenize (#3280)
* Add deprecation warning to Doc.merge and Span.merge

* Replace {Doc,Span}.merge with Doc.retokenize
2019-02-15 10:29:44 +01:00
Ines Montani
fbf9f1edf1 Also raise error in Span.__reduce__ 2019-02-13 13:22:05 +01:00
Ines Montani
ea07f3022e Only run noun chunks iterator in Span if available (closes #3199) 2019-02-08 18:33:16 +01:00
Ines Montani
ff36b14cb2 Fix whitespace 2019-02-08 18:31:31 +01:00
Ines Montani
5d0b60999d Merge branch 'master' into develop 2019-02-07 20:54:07 +01:00
Álvaro Abella Bascarán
1cd8f9823f Correct docs of Token.subtree and Span.subtree (issue #3122) (#3124)
* solve inconsistency between docs and Span.subtree (issue #3122)

* solve inconsistency between docs and Token.subtree (issue #3122)
2019-01-09 03:11:15 +01:00
Matthew Honnibal
63b7accd74
💫 Make span.as_doc() return a copy, not a view. Closes #1537 (#3107)
Initially span.as_doc() was designed to return a view of the span's contents, as a Doc object. This was a nice idea, but it fails due to the token.idx property, which refers to the character offset within the string. In a span, the idx of the first token might not be 0. Because this data is different, we can't have a view --- it'll be inconsistent.

This patch changes span.as_doc() to instead return a copy. The docs are updated accordingly. Closes #1537

* Update test for span.as_doc()

* Make span.as_doc() return a copy. Closes #1537

* Document change to Span.as_doc()
2018-12-30 15:17:46 +01:00
Álvaro Abella Bascarán
9bc4cc1352 Fix issue 2396 (#3089)
* Test on #2396: bug in Doc.get_lca_matrix()

* reimplementation of Doc.get_lca_matrix(), (closes #2396)

* reimplement Span.get_lca_matrix(), and call it from Doc.get_lca_matrix()

* tests Span.get_lca_matrix() as well as Doc.get_lca_matrix()

* implement _get_lca_matrix as a helper function in doc.pyx; call it from Doc.get_lca_matrix and Span.get_lca_matrix

* use memory view instead of np.ndarray in _get_lca_matrix (faster)

* fix bug when calling Span.get_lca_matrix; return lca matrix as np.array instead of memoryview

* cleaner conditional, add comment
2018-12-29 18:05:52 +01:00
Álvaro Abella Bascarán
6fe276f85d Fix issue 2396 (#3089)
* Test on #2396: bug in Doc.get_lca_matrix()

* reimplementation of Doc.get_lca_matrix(), (closes #2396)

* reimplement Span.get_lca_matrix(), and call it from Doc.get_lca_matrix()

* tests Span.get_lca_matrix() as well as Doc.get_lca_matrix()

* implement _get_lca_matrix as a helper function in doc.pyx; call it from Doc.get_lca_matrix and Span.get_lca_matrix

* use memory view instead of np.ndarray in _get_lca_matrix (faster)

* fix bug when calling Span.get_lca_matrix; return lca matrix as np.array instead of memoryview

* cleaner conditional, add comment
2018-12-29 18:02:26 +01:00
Matthew Honnibal
2c2db0c492 💫 Allow Span to take text label (#3031)
Fixes #3027.

* Allow Span.__init__ to take unicode values for the `label` argument.
* Allow `Span.label_` to be writeable.

- [x] I have submitted the spaCy Contributor Agreement.
- [x] I ran the tests, and all new and existing tests passed.
- [ ] My changes don't require a change to the documentation, or if they do, I've added all required information.
2018-12-08 13:08:41 +01:00
Matthew Honnibal
4336397ecb Update develop from master 2018-08-14 03:04:28 +02:00
Ole Henrik Skogstrøm
0473add369 Feature/span ents (#2599)
* Created Span.ents property

* Add tests for span.ents

* Add tests for start and end of sentence
2018-08-07 13:52:32 +02:00