textacy

library0.13.0pypypiunverified

textacy is a Python library for NLP pre- and post-processing built on top of spaCy. Version 0.13.0, requires Python >=3.9. Released irregularly, with focuses on text extraction, tokenization, similarity, and topic modeling.

ai-ml data

pip install textacy

github ↗package ↗docs ↗changelog ↗

INSTALL

IMPORT

SIG · TEXTACY

textacy

ai-mlpythonv0.13.0

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

TextDoc

✓ from textacy import TextDoc

✗ from textacy import TextDoc

Basic usage: create a TextDoc from a spaCy Doc and extract noun chunks.

import spacy import textacy # Load spaCy model nlp = spacy.load('en_core_web_sm') # Create TextDoc from text text = "The quick brown fox jumps over the lazy dog." doc = textacy.make_spacy_doc(text, nlp) # returns spacy.tokens.Doc text_doc = textacy.TextDoc(doc) # Extract noun chunks chunks = list(text_doc.noun_chunks) print(chunks[:2])

Debug

Known issues

breakingtextacy 0.13.0 removed many top-level API functions (e.g., `textacy.extract.*`, `textacy.io.*`). Use `TextDoc` methods or dedicated submodules like `textacy.extract.ngrams`.

fix

Replace old imports: e.g., `from textacy.extract import ngrams` instead of `textacy.extract.ngrams`.

affects: >=0.13.0

deprecated`textacy.preprocess` module is deprecated in favor of `TextDoc` methods for text cleaning.

fix

Use `text_doc.preprocess_text(...)` or `text_doc.replace(...)`.

affects: >=0.13.0

gotcha`make_spacy_doc` requires a spaCy `Language` object, not a raw model name. Passing a string will raise TypeError.

fix

Always pass a loaded nlp pipeline: `make_spacy_doc(text, nlp)`.

affects: all

gotcha`TextDoc` constructor expects a `spacy.tokens.Doc`, not raw text. You must call `nlp(text)` or `make_spacy_doc(text, nlp)` first.

fix

Create a Doc first: `doc = nlp(text)` then `TextDoc(doc)`.

affects: >=0.13.0

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Version history

0.13.0latest on PyPI · released Apr 2, 2023

Audit

Dependencies

spacy>=3.0.0requiredCore dependency; textacy wraps spaCy's Doc objects.

Agent activity

20 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/chartbeat-labs/textacy ↗

packagehttps://pypi.org/project/textacy/ ↗

docshttps://textacy.readthedocs.io ↗

changeloghttps://github.com/chartbeat-labs/textacy/blob/main/CHANGES.md ↗