Commit Graph

81 Commits

Author SHA1 Message Date
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
03eebe9d1c
Update warning, add tests for project requirements check (#11777)
* Update warning, add tests for project requirements check

* Make warning more general for differences between PEP 508 and pip
* Add tests for _check_requirements

* Parameterize test
2022-11-09 10:59:28 +01:00
Adriane Boyd
e5990db713 Revert "Temporarily skip tests that require models/compat"
This reverts commit d9320db7db.
2022-07-25 18:12:18 +02:00
Adriane Boyd
d9320db7db Temporarily skip tests that require models/compat 2022-06-24 11:20:53 +02:00
Lj Miranda
1d34aa2b3d
Add spacy-span-analyzer to debug data (#10668)
* Rename to spans_key for consistency

* Implement spans length in debug data

* Implement how span bounds and spans are obtained

In this commit, I implemented how span boundaries (the tokens) around a
given span and spans are obtained. I've put them in the compile_gold()
function so that it's accessible later on. I will do the actual
computation of the span and boundary distinctiveness in the main
function above.

* Compute for p_spans and p_bounds

* Add computation for SD and BD

* Fix mypy issues

* Add weighted average computation

* Fix compile_gold conditional logic

* Add test for frequency distribution computation

* Add tests for kl-divergence computation

* Fix weighted average computation

* Make tables more compact by rounding them

* Add more descriptive checks for spans

* Modularize span computation methods

In this commit, I added the _get_span_characteristics and
_print_span_characteristics functions so that they can be reusable
anywhere.

* Remove unnecessary arguments and make fxs more compact

* Update a few parameter arguments

* Add tests for print_span and get_span methods

* Update API to talk about span characteristics in brief

* Add better reporting of spans_length

* Add test for span length reporting

* Update formatting of span length report

Removed '' to indicate that it's not a string, then
sort the n-grams by their length, not by their frequency.

* Apply suggestions from code review

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

* Show all frequency distribution when -V

In this commit, I displayed the full frequency distribution of the
span lengths when --verbose is passed. To make things simpler, I
rewrote some of the formatter functions so that I can call them
whenever.

Another notable change is that instead of showing percentages as
Integers, I showed them as floats (max 2-decimal places). I did this
because it looks weird when it displays (0%).

* Update logic on how total is computed

The way the 90% thresholding is computed now is that we keep
adding the percentages until we reach >= 90%. I also updated the wording
and used the term "At least" to denote that >= 90% of your spans have
these distributions.

* Fix display when showing the threshold percentage

* Apply suggestions from code review

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

* Add better phrasing for span information

* Update spacy/cli/debug_data.py

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

* Add minor edits for whitespaces etc.

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

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-05-23 19:06:38 +02:00
Raphael Mitsch
2904359685
Allow assets to be optional in spacy project (#10714)
* Allow assets to be optional in spacy project: draft for optional flag/download_all options.

* Allow assets to be optional in spacy project: added OPTIONAL_DEFAULT reflecting default asset optionality.

* Allow assets to be optional in spacy project: renamed --all to --extra.

* Allow assets to be optional in spacy project: included optional flag in project config test.

* Allow assets to be optional in spacy project: added documentation.

* Allow assets to be optional in spacy project: fixing deprecated --all reference.

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

* Allow assets to be optional in spacy project: fixed project_assets() docstring.

* Allow assets to be optional in spacy project: adjusted wording in justification of optional assets.

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

* Allow assets to be optional in spacy project: switched to  as keyword in project.yml. Updated docs.

* Allow assets to be optional in spacy project: updated comment.

* Allow assets to be optional in spacy project: replacing 'optional' with 'extra' in output.

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

* Allow assets to be optional in spacy project: replacing 'optional' with 'extra' in docstring..

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

* Allow assets to be optional in spacy project: replacing 'optional' with 'extra' in test..

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

* Allow assets to be optional in spacy project: replacing 'optional' with 'extra' in test.

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

* Allow assets to be optional in spacy project: renamed OPTIONAL_DEFAULT to EXTRA_DEFAULT.

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2022-05-10 10:40:11 +02:00
Adriane Boyd
10377fb945
Set version to v3.3.0 (#10614)
* Set version to v3.3.0

* Revert "Temporarily skip tests that require models/compat"

This reverts commit e422101e00.
2022-04-28 13:07:49 +02:00
Sofie Van Landeghem
b3717ba53a
removing print statements from the test suite (#10712) 2022-04-27 09:14:25 +02:00
Adriane Boyd
e422101e00 Temporarily skip tests that require models/compat 2022-04-01 11:09:28 +02:00
Adriane Boyd
f32ee2e533
Fix NER check in CoNLL-U converter (#10302)
* Fix NER check in CoNLL-U converter

Leave ents unset if no NER annotation is found in the MISC column.

* Revert to global rather than per-sentence NER check

* Update spacy/training/converters/conllu_to_docs.py

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

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
2022-02-21 10:24:52 +01:00
github-actions[bot]
5adedb8587
Auto-format code with black (#10260)
Co-authored-by: explosion-bot <explosion-bot@users.noreply.github.com>
2022-02-11 14:23:01 +01:00
Peter Baumgartner
ee662ec381
Raise error in spacy package when model name is not a valid python identifier (#10192)
* MultiHashEmbed vector docs correction

* raise error for invalid identifier as model name

* more succinct error message

* update success message

* permitted package name + double underscore

* clarify package name error

* clarify underscore run message

* tweak language + simplify underscore run

* cleanup underscore run warning

* spacing correction

* Update spacy/tests/test_cli.py

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-02-10 08:15:23 +01:00
Adriane Boyd
63e1e4e8f6
Fix debug data check for ents that cross sents (#10188)
* Fix debug data check for ents that cross sents

* Use aligned sent starts to have the same indices for the NER and sent
start annotation
* Add a temporary, insufficient hack for the case where a
sentence-initial reference token is split into multiple tokens in the
predicted doc, since `Example.get_aligned("SENT_START")` currently
aligns `True` to all the split tokens.

* Improve test example

* Use Example.get_aligned_sent_starts

* Add test for crossing entity
2022-02-07 08:53:30 +01:00
Adriane Boyd
a55212fca0
Determine labels by factory name in debug data (#10079)
* Determine labels by factory name in debug data

For all components, return labels for all components with the
corresponding factory name rather than for only the default name.

For `spancat`, return labels as a dict keyed by `spans_key`.

* Refactor for typing

* Add test

* Use assert instead of cast, removed unneeded arg

* Mark test as slow
2022-01-20 11:42:52 +01:00
Lj Miranda
7d50804644
Migrate regression tests into the main test suite (#9655)
* Migrate regressions 1-1000

* Move serialize test to correct file

* Remove tests that won't work in v3

* Migrate regressions 1000-1500

Removed regression test 1250 because v3 doesn't support the old LEX
scheme anymore.

* Add missing imports in serializer tests

* Migrate tests 1500-2000

* Migrate regressions from 2000-2500

* Migrate regressions from 2501-3000

* Migrate regressions from 3000-3501

* Migrate regressions from 3501-4000

* Migrate regressions from 4001-4500

* Migrate regressions from 4501-5000

* Migrate regressions from 5001-5501

* Migrate regressions from 5501 to 7000

* Migrate regressions from 7001 to 8000

* Migrate remaining regression tests

* Fixing missing imports

* Update docs with new system [ci skip]

* Update CONTRIBUTING.md

- Fix formatting
- Update wording

* Remove lemmatizer tests in el lang

* Move a few tests into the general tokenizer

* Separate Doc and DocBin tests
2021-12-04 20:34:48 +01:00
Paul O'Leary McCann
ac05de2c6c
Fix Language-specific factory handling in package command (#9674)
* Use internal names for factories

If a component factory is registered like `@French.factory(...)` instead
of `@Language.factory(...)`, the name in the factories registry will be
prefixed with the language code. However in the nlp.config object the
factory will be listed without the language code. The `add_pipe` code
has fallback logic to handle this, but packaging code and the registry
itself don't.

This change makes it so that the factory name in nlp.config is the
language-specific form. It's not clear if this will break anything else,
but it does seem to fix the inconsistency and resolve the specific user
issue that brought this to our attention.

* Change approach to use fallback in package lookup

This adds fallback logic to the package lookup, so it doesn't have to
touch the way the config is built. It seems to fix the tests too.

* Remove unecessary line

* Add test

Thsi also adds an assert that seems to have been forgotten.
2021-11-29 08:31:02 +01:00
Adriane Boyd
4d5db737e9 Revert "Temporarily skip compat tests (#9594)"
This reverts commit 667572adca.
2021-11-02 14:24:06 +01:00
Adriane Boyd
667572adca
Temporarily skip compat tests (#9594) 2021-11-02 14:10:48 +01:00
Adriane Boyd
271e8e7856
Skip compat table tests for prerelease versions (#9476) 2021-10-15 14:28:02 +02:00
Adriane Boyd
aba6ce3a43
Handle spacy-legacy in package CLI for dependencies (#9163)
* Handle spacy-legacy in package CLI for dependencies

* Implement legacy backoff in spacy registry.find

* Remove unused import

* Update and format test
2021-09-08 11:46:40 +02:00
github-actions[bot]
584fae5807
Auto-format code with black (#9130)
Co-authored-by: explosion-bot <explosion-bot@users.noreply.github.com>
2021-09-03 10:47:03 +02:00
Robyn Speer
d60b748e3c
Fix surprises when asking for the root of a git repo (#9074)
* Fix surprises when asking for the root of a git repo

In the case of the first asset I wanted to get from git, the data I
wanted was the entire repository. I tried leaving "path" blank, which
gave a less-than-helpful error, and then I tried `path: "/"`, which
started copying my entire filesystem into the project. The path I should
have used was "".

I've made two changes to make this smoother for others:

- The 'path' within a git clone defaults to ""
- If the path points outside of the tmpdir that the git clone goes
into, we fail with an error

Signed-off-by: Elia Robyn Speer <elia@explosion.ai>

* use a descriptive error instead of a default

plus some minor fixes from PR review

Signed-off-by: Elia Robyn Speer <elia@explosion.ai>

* check for None values in assets

Signed-off-by: Elia Robyn Speer <elia@explosion.ai>

Co-authored-by: Elia Robyn Speer <elia@explosion.ai>
2021-09-01 22:52:08 +02:00
Ines Montani
4cd052e81d
Include component factories in third-party dependencies resolver (#9009)
* Include component factories in third-party dependencies resolver

* Increment catalogue and update test
2021-08-25 14:58:01 +02:00
Ines Montani
d94ddd5686
Auto-detect package dependencies in spacy package (#8948)
* Auto-detect package dependencies in spacy package

* Add simple get_third_party_dependencies test

* Import packages_distributions explicitly

* Inline packages_distributions

* Fix docstring [ci skip]

* Relax catalogue requirement

* Move importlib_metadata to spacy.compat with note

* Include license information [ci skip]
2021-08-17 14:05:13 +02:00
Ines Montani
f90482d077 Tidy up and auto-format 2021-07-18 15:44:56 +10:00
Sofie Van Landeghem
733e8ceea9
fix spancat initialize with labels (#8620) 2021-07-06 19:08:25 +02:00
Adriane Boyd
9fde258053
Use minor version for compatibility check (#8403)
* Use minor version for compatibility check

* Use minor version of compatibility table
* Soften warning message about incompatible models
* Add test for presence of current version in compatibility table

* Add test for download compatibility table

* Use minor version of lower pin in error message if possible

* Fall back to spacy_git_version if available

* Fix unknown version string
2021-06-21 09:39:22 +02:00
Sofie Van Landeghem
cfad7e21d5
fix config parsing of ints/strings (#7755)
* add few failing tests for parsing integers and strings

* bump thinc to 8.0.3
2021-04-22 18:09:13 +10:00
Sofie Van Landeghem
cd70c3cb79
Fixing pretrain (#7342)
* initialize NLP with train corpus

* add more pretraining tests

* more tests

* function to fetch tok2vec layer for pretraining

* clarify parameter name

* test different objectives

* formatting

* fix check for static vectors when using vectors objective

* clarify docs

* logger statement

* fix init_tok2vec and proc.initialize order

* test training after pretraining

* add init_config tests for pretraining

* pop pretraining block to avoid config validation errors

* custom errors
2021-03-09 14:01:13 +11:00
Ines Montani
c08b3f294c Support env vars and CLI overrides for project.yml 2021-02-10 13:45:27 +11:00
svlandeg
d5ff0fecf8 add docs 2020-12-30 14:01:13 +01:00
svlandeg
c74ab6a313 fix imports 2020-12-30 12:40:12 +01:00
svlandeg
712a78b74a add simple unit test 2020-12-30 12:35:26 +01:00
Adriane Boyd
1ddf2f39c7
Switch converters to generator functions (#6547)
* Switch converters to generator functions

To reduce the memory usage when converting large corpora, refactor the
convert methods to be generator functions.

* Update tests
2020-12-15 16:47:16 +08:00
Ines Montani
9d32e839d3 Merge branch 'develop' into feature/init-config-cpu-gpu 2020-12-10 08:50:53 +11:00
Ines Montani
b85bd63eca Fix test 2020-12-09 11:24:01 +11:00
Ines Montani
febf71af28 Fix test 2020-12-09 11:23:07 +11:00
svlandeg
8f8a7f1733 returning config in init_config 2020-12-08 17:37:20 +01:00
Ines Montani
23c63eefaf Tidy up env vars [ci skip] 2020-09-30 15:15:11 +02:00
Ines Montani
fa47f87924 Tidy up and auto-format 2020-09-29 21:39:28 +02:00
Ines Montani
822ea4ef61 Refactor CLI 2020-09-28 15:09:59 +02:00
Ines Montani
ca3c997062 Improve CLI config validation with latest Thinc 2020-09-26 13:13:57 +02:00
Ines Montani
60a317520a
Merge pull request #6109 from svlandeg/feature/2rename 2020-09-23 09:47:12 +02:00
Ines Montani
5e3b796b12 Validate section refs in debug config 2020-09-22 12:24:39 +02:00
svlandeg
e1b8090b9b few more fixes 2020-09-22 12:01:06 +02:00
svlandeg
b556a10808 rename converts in_to_out 2020-09-22 11:50:19 +02:00
Ines Montani
758ead8a47 Sync overrides with CLI overrides 2020-09-21 12:50:13 +02:00
Ines Montani
5497acf49a Support config overrides via environment variables 2020-09-21 11:25:10 +02:00
Ines Montani
1114219ae3 Tidy up and auto-format 2020-09-21 10:59:07 +02:00
Matthew Honnibal
e8378b57bc Fix test 2020-09-14 21:21:13 +02:00