Bump spacy from 3.4.3 to 3.5.0

[dependabot]

Bumps spacy from 3.4.3 to 3.5.0.

Release notes

Sourced from spacy's releases.

v3.5.0: New CLI commands, language updates, bug fixes and much more

✨ New features and improvements

• NEW: New apply CLI command to annotate new documents with a trained pipeline (#11376).
• NEW: New benchmark CLI command to benchmark pipelines. The new benchmark speed subcommand measures the speed of a pipeline, the benchmark accuracy subcommand is a new alias for evaluate (#11902).
• NEW: New find-threshold CLI command to identify an optimal threshold for classification models (#11280).
• NEW: New FUZZY Matcher operator for fuzzy matches based on Levenshtein edit distance. In addition, the FUZZY and REGEX operators are now supported in combination with IN/NOT_IN. (#11359).
• Language updates for Ancient Greek, Dutch, Russian, Slovenian and Ukrainian (#11345, #11162, #11426, #11753, #11811, #11997, more details below).
• Allow up to typer v0.7.x (#11720), mypy 0.990 (#11801) and typing_extensions v4.4.x (#12036).
• New spacy.ConsoleLogger.v3 with expanded progress tracking (#11972).
• Improved scoring behavior for textcat with spacy.textcat_scorer.v2 (#11696 and #11971) and spacy.textcat_multilabel_scorer.v2 (#11820).
• Improved customizability of the knowledge base used for entity linking, with the default implementation being the new InMemoryLookupKB (#11268).
• Optional before_update callback that is invoked at the start of each training step (#11739).
• Improve performance of SpanGroup (#11380).
• Improve UX around displacy.serve when the default port is in use (#11948).
• Patch a security vulnerability in extracting tar files (#11746).
• Add equality definition for vectors (#11806).
• Allow interpolation of variables in directory names in projects (#11235).
• Update default component configs to use the latest tok2vec version (#11618).

🔴 Bug fixes

• #11382: Fix lookup behavior for the French and Catalan lemmatizers.
• #11385: Ensure that downstream components can train properly on a frozen tok2vec or transformer layer.
• #11762: Support local file system remotes for projects.
• #11763: Raise an error when unsupported values are used for textcat.
• #11834: Ensure Vocab.to_disk respects the exclude setting for lookups and vectors.
• #12009: Fix a few typing issues for SpanGroup and Span objects.
• #12098: Correctly handle missing annotations in the edit tree lemmatizer.

⚠️ Backwards incompatibilities and model updates

The following changes may require you to update code that is using the relevant functionality:

• An error is now raised when unsupported values are given as input to train a textcat or textcat_multilabel model - ensure that values are 0.0 or 1.0 as explained in the docs.

The following changes may influence the output of your language pipeline or trained models:

• Updates to language defaults:
  • Extended support for Slovenian (#11162).
  • Switch Russian and Ukrainian lemmatizers to pymorphy3 (#11345, #11811).
  • Support for editorial punctuation in Ancient Greek (#11426).
  • Update to Russian tokenizer exceptions (#11753).
  • Small fix in the list of Dutch stop words (#11997).
• Updates to model defaults:
  • Use the latest tok2vec defaults in all components (#11618).
  • Improve the default attributes used for the textcat and textcat_multilabel components (#11698).
  • Update the default scorer for textcat and textcat_multilabel to fix a bug related to threshold for textcat and to make it possible to score multiple textcat/textcat_multilabel components in a single pipeline with custom scorers. If no custom scorers are used, the cat_p/r/f scores will now only reflect the final component's labels and performance (#11696, #11820).
  • Correct the token_acc score to report the intended measure (# correct tokens / # predicted tokens, the same as in spaCy v2). The token_acc scores for v3.5 will be lower for the same performance because they were incorrectly inflated in v3.0-v3.4. The token_p/r/f scores should remain unchanged (#12073).

... (truncated)

Commits

• dec8150 Update README for v3.5 (#12132)
• 0f5d8a2 3.5 usage page (#12057)
• 1e993d3 Merge pull request #12121 from adrianeboyd/chore/v3.5.0-2
• 3b8918e API docs: Rename kb_in_memory to inmemorylookupkb, add to sidebar (#12128)
• a9910b6 Update years in website landing page (#12107)
• 7d88c55 update docs for apply (#12127)
• 28fd589 Move all website gitignore settings to website/.gitignore (#12120)
• 668ec98 Update Dockerfile to work with Next.js (#12119)
• dc0f527 Revert "Temporarily skip tests that require models/compat"
• 794cea6 Fix comments and examples for levenshtein_compare (#12113)
• Additional commits viewable in compare view

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