Add spacy

This commit is contained in:
Daoud Clarke 2021-12-12 20:58:44 +00:00
parent 16a8356a23
commit 65b366d30d
3 changed files with 790 additions and 65 deletions

38
indexcc.py Normal file
View file

@ -0,0 +1,38 @@
"""
Index Wikipedia
"""
import gzip
import html
from urllib.parse import quote
from index import TinyIndexer, index_titles_and_urls, PAGE_SIZE, NUM_PAGES
from paths import WIKI_TITLES_PATH, INDEX_PATH
TEXT_TAGS = ['mediawiki', 'page', 'revision', 'text']
TITLE_START = '<title>Wikipedia: '
TITLE_END = '</title>\n'
def index_wiki():
nlp = spacy.load("en_core_web_sm")
with TinyIndexer(INDEX_PATH, NUM_PAGES, PAGE_SIZE) as indexer:
titles_and_urls = get_wiki_titles_and_urls()
index_titles_and_urls(indexer, nlp, titles_and_urls)
def get_wiki_titles_and_urls():
start_len = len(TITLE_START)
end_len = len(TITLE_END)
with gzip.open(WIKI_TITLES_PATH, 'rt') as wiki_titles_file:
wiki_titles_file.readline()
for raw_title in wiki_titles_file:
assert raw_title.startswith(TITLE_START)
assert raw_title.endswith(TITLE_END)
title = raw_title[start_len:-end_len]
unescaped_title = html.unescape(title)
url = 'https://en.wikipedia.org/wiki/' + quote(unescaped_title.replace(' ', '_'))
yield unescaped_title, url
if __name__ == '__main__':
index_wiki()

814
poetry.lock generated
View file

@ -13,16 +13,27 @@ soupsieve = ">1.2"
html5lib = ["html5lib"]
lxml = ["lxml"]
[[package]]
name = "blis"
version = "0.7.5"
description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
category = "main"
optional = false
python-versions = "*"
[package.dependencies]
numpy = ">=1.15.0"
[[package]]
name = "boto3"
version = "1.20.20"
version = "1.20.23"
description = "The AWS SDK for Python"
category = "main"
optional = false
python-versions = ">= 3.6"
[package.dependencies]
botocore = ">=1.23.20,<1.24.0"
botocore = ">=1.23.23,<1.24.0"
jmespath = ">=0.7.1,<1.0.0"
s3transfer = ">=0.5.0,<0.6.0"
@ -31,7 +42,7 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
[[package]]
name = "botocore"
version = "1.23.20"
version = "1.23.23"
description = "Low-level, data-driven core of boto 3."
category = "main"
optional = false
@ -45,6 +56,22 @@ urllib3 = ">=1.25.4,<1.27"
[package.extras]
crt = ["awscrt (==0.12.5)"]
[[package]]
name = "catalogue"
version = "2.0.6"
description = "Super lightweight function registries for your library"
category = "main"
optional = false
python-versions = ">=3.6"
[[package]]
name = "certifi"
version = "2021.10.8"
description = "Python package for providing Mozilla's CA Bundle."
category = "main"
optional = false
python-versions = "*"
[[package]]
name = "cffi"
version = "1.15.0"
@ -56,6 +83,59 @@ python-versions = "*"
[package.dependencies]
pycparser = "*"
[[package]]
name = "charset-normalizer"
version = "2.0.9"
description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
category = "main"
optional = false
python-versions = ">=3.5.0"
[package.extras]
unicode_backport = ["unicodedata2"]
[[package]]
name = "click"
version = "8.0.3"
description = "Composable command line interface toolkit"
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
[[package]]
name = "colorama"
version = "0.4.4"
description = "Cross-platform colored terminal text."
category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[[package]]
name = "cymem"
version = "2.0.6"
description = "Manage calls to calloc/free through Cython"
category = "main"
optional = false
python-versions = "*"
[[package]]
name = "en-core-web-sm"
version = "3.2.0"
description = "English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer."
category = "main"
optional = false
python-versions = "*"
[package.dependencies]
spacy = ">=3.2.0,<3.3.0"
[package.source]
type = "url"
url = "https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.2.0/en_core_web_sm-3.2.0-py3-none-any.whl"
[[package]]
name = "idna"
version = "3.3"
@ -64,6 +144,20 @@ category = "main"
optional = false
python-versions = ">=3.5"
[[package]]
name = "jinja2"
version = "3.0.3"
description = "A very fast and expressive template engine."
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
MarkupSafe = ">=2.0"
[package.extras]
i18n = ["Babel (>=2.7)"]
[[package]]
name = "jmespath"
version = "0.10.0"
@ -83,6 +177,17 @@ python-versions = "*"
[package.dependencies]
lxml = ">=4.4.2"
[[package]]
name = "langcodes"
version = "3.3.0"
description = "Tools for labeling human languages with IETF language tags"
category = "main"
optional = false
python-versions = ">=3.6"
[package.extras]
data = ["language-data (>=1.1,<2.0)"]
[[package]]
name = "langdetect"
version = "1.0.9"
@ -108,17 +213,44 @@ html5 = ["html5lib"]
htmlsoup = ["beautifulsoup4"]
source = ["Cython (>=0.29.7)"]
[[package]]
name = "markupsafe"
version = "2.0.1"
description = "Safely add untrusted strings to HTML/XML markup."
category = "main"
optional = false
python-versions = ">=3.6"
[[package]]
name = "murmurhash"
version = "1.0.6"
description = "Cython bindings for MurmurHash"
category = "main"
optional = false
python-versions = "*"
[[package]]
name = "numpy"
version = "1.21.4"
version = "1.21.1"
description = "NumPy is the fundamental package for array computing with Python."
category = "main"
optional = false
python-versions = ">=3.7,<3.11"
python-versions = ">=3.7"
[[package]]
name = "packaging"
version = "21.3"
description = "Core utilities for Python packages"
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
[[package]]
name = "pandas"
version = "1.3.4"
version = "1.3.5"
description = "Powerful data structures for data analysis, time series, and statistics"
category = "main"
optional = false
@ -137,6 +269,36 @@ pytz = ">=2017.3"
[package.extras]
test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
[[package]]
name = "pathy"
version = "0.6.1"
description = "pathlib.Path subclasses for local and cloud bucket storage"
category = "main"
optional = false
python-versions = ">= 3.6"
[package.dependencies]
smart-open = ">=5.0.0,<6.0.0"
typer = ">=0.3.0,<1.0.0"
[package.extras]
all = ["google-cloud-storage (>=1.26.0,<2.0.0)", "boto3", "pytest", "pytest-coverage", "mock", "typer-cli"]
gcs = ["google-cloud-storage (>=1.26.0,<2.0.0)"]
s3 = ["boto3"]
test = ["pytest", "pytest-coverage", "mock", "typer-cli"]
[[package]]
name = "preshed"
version = "3.0.6"
description = "Cython hash table that trusts the keys are pre-hashed"
category = "main"
optional = false
python-versions = "*"
[package.dependencies]
cymem = ">=2.0.2,<2.1.0"
murmurhash = ">=0.28.0,<1.1.0"
[[package]]
name = "py4j"
version = "0.10.9.2"
@ -153,6 +315,32 @@ category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]]
name = "pydantic"
version = "1.8.2"
description = "Data validation and settings management using python 3.6 type hinting"
category = "main"
optional = false
python-versions = ">=3.6.1"
[package.dependencies]
typing-extensions = ">=3.7.4.3"
[package.extras]
dotenv = ["python-dotenv (>=0.10.4)"]
email = ["email-validator (>=1.0.3)"]
[[package]]
name = "pyparsing"
version = "3.0.6"
description = "Python parsing module"
category = "main"
optional = false
python-versions = ">=3.6"
[package.extras]
diagrams = ["jinja2", "railroad-diagrams"]
[[package]]
name = "pyspark"
version = "3.2.0"
@ -189,6 +377,24 @@ category = "main"
optional = false
python-versions = "*"
[[package]]
name = "requests"
version = "2.26.0"
description = "Python HTTP for Humans."
category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
[package.dependencies]
certifi = ">=2017.4.17"
charset-normalizer = {version = ">=2.0.0,<2.1.0", markers = "python_version >= \"3\""}
idna = {version = ">=2.5,<4", markers = "python_version >= \"3\""}
urllib3 = ">=1.21.1,<1.27"
[package.extras]
socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
[[package]]
name = "s3transfer"
version = "0.5.0"
@ -211,6 +417,23 @@ category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
[[package]]
name = "smart-open"
version = "5.2.1"
description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
category = "main"
optional = false
python-versions = ">=3.6,<4.0"
[package.extras]
all = ["boto3", "google-cloud-storage", "azure-storage-blob", "azure-common", "azure-core", "requests"]
azure = ["azure-storage-blob", "azure-common", "azure-core"]
gcs = ["google-cloud-storage"]
http = ["requests"]
s3 = ["boto3"]
test = ["boto3", "google-cloud-storage", "azure-storage-blob", "azure-common", "azure-core", "requests", "moto[server] (==1.3.14)", "pathlib2", "responses", "paramiko", "parameterizedtestcase", "pytest", "pytest-rerunfailures"]
webhdfs = ["requests"]
[[package]]
name = "soupsieve"
version = "2.3.1"
@ -219,6 +442,166 @@ category = "main"
optional = false
python-versions = ">=3.6"
[[package]]
name = "spacy"
version = "3.2.1"
description = "Industrial-strength Natural Language Processing (NLP) in Python"
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
blis = ">=0.4.0,<0.8.0"
catalogue = ">=2.0.6,<2.1.0"
cymem = ">=2.0.2,<2.1.0"
jinja2 = "*"
langcodes = ">=3.2.0,<4.0.0"
murmurhash = ">=0.28.0,<1.1.0"
numpy = ">=1.15.0"
packaging = ">=20.0"
pathy = ">=0.3.5"
preshed = ">=3.0.2,<3.1.0"
pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.9.0"
requests = ">=2.13.0,<3.0.0"
spacy-legacy = ">=3.0.8,<3.1.0"
spacy-loggers = ">=1.0.0,<2.0.0"
srsly = ">=2.4.1,<3.0.0"
thinc = ">=8.0.12,<8.1.0"
tqdm = ">=4.38.0,<5.0.0"
typer = ">=0.3.0,<0.5.0"
wasabi = ">=0.8.1,<1.1.0"
[package.extras]
apple = ["thinc-apple-ops (>=0.0.4,<1.0.0)"]
cuda = ["cupy (>=5.0.0b4,<10.0.0)"]
cuda100 = ["cupy-cuda100 (>=5.0.0b4,<10.0.0)"]
cuda101 = ["cupy-cuda101 (>=5.0.0b4,<10.0.0)"]
cuda102 = ["cupy-cuda102 (>=5.0.0b4,<10.0.0)"]
cuda110 = ["cupy-cuda110 (>=5.0.0b4,<10.0.0)"]
cuda111 = ["cupy-cuda111 (>=5.0.0b4,<10.0.0)"]
cuda112 = ["cupy-cuda112 (>=5.0.0b4,<10.0.0)"]
cuda113 = ["cupy-cuda113 (>=5.0.0b4,<10.0.0)"]
cuda114 = ["cupy-cuda114 (>=5.0.0b4,<10.0.0)"]
cuda80 = ["cupy-cuda80 (>=5.0.0b4,<10.0.0)"]
cuda90 = ["cupy-cuda90 (>=5.0.0b4,<10.0.0)"]
cuda91 = ["cupy-cuda91 (>=5.0.0b4,<10.0.0)"]
cuda92 = ["cupy-cuda92 (>=5.0.0b4,<10.0.0)"]
ja = ["sudachipy (>=0.4.9)", "sudachidict-core (>=20200330)"]
ko = ["natto-py (==0.9.0)"]
lookups = ["spacy-lookups-data (>=1.0.3,<1.1.0)"]
ray = ["spacy-ray (>=0.1.0,<1.0.0)"]
th = ["pythainlp (>=2.0)"]
transformers = ["spacy-transformers (>=1.1.2,<1.2.0)"]
[[package]]
name = "spacy-legacy"
version = "3.0.8"
description = "Legacy registered functions for spaCy backwards compatibility"
category = "main"
optional = false
python-versions = ">=3.6"
[[package]]
name = "spacy-loggers"
version = "1.0.1"
description = "Logging utilities for SpaCy"
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
wasabi = ">=0.8.1,<1.1.0"
[[package]]
name = "srsly"
version = "2.4.2"
description = "Modern high-performance serialization utilities for Python"
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
catalogue = ">=2.0.3,<2.1.0"
[[package]]
name = "thinc"
version = "8.0.13"
description = "A refreshing functional take on deep learning, compatible with your favorite libraries"
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
blis = ">=0.4.0,<0.8.0"
catalogue = ">=2.0.4,<2.1.0"
cymem = ">=2.0.2,<2.1.0"
murmurhash = ">=0.28.0,<1.1.0"
numpy = ">=1.15.0"
preshed = ">=3.0.2,<3.1.0"
pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.9.0"
srsly = ">=2.4.0,<3.0.0"
wasabi = ">=0.8.1,<1.1.0"
[package.extras]
cuda = ["cupy (>=5.0.0b4)"]
cuda100 = ["cupy-cuda100 (>=5.0.0b4)"]
cuda101 = ["cupy-cuda101 (>=5.0.0b4)"]
cuda102 = ["cupy-cuda102 (>=5.0.0b4)"]
cuda110 = ["cupy-cuda110 (>=5.0.0b4)"]
cuda111 = ["cupy-cuda111 (>=5.0.0b4)"]
cuda112 = ["cupy-cuda112 (>=5.0.0b4)"]
cuda113 = ["cupy-cuda113 (>=5.0.0b4)"]
cuda114 = ["cupy-cuda114 (>=5.0.0b4)"]
cuda80 = ["cupy-cuda80 (>=5.0.0b4)"]
cuda90 = ["cupy-cuda90 (>=5.0.0b4)"]
cuda91 = ["cupy-cuda91 (>=5.0.0b4)"]
cuda92 = ["cupy-cuda92 (>=5.0.0b4)"]
datasets = ["ml-datasets (>=0.2.0,<0.3.0)"]
mxnet = ["mxnet (>=1.5.1,<1.6.0)"]
tensorflow = ["tensorflow (>=2.0.0,<2.6.0)"]
torch = ["torch (>=1.5.0)"]
[[package]]
name = "tqdm"
version = "4.62.3"
description = "Fast, Extensible Progress Meter"
category = "main"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
[package.extras]
dev = ["py-make (>=0.1.0)", "twine", "wheel"]
notebook = ["ipywidgets (>=6)"]
telegram = ["requests"]
[[package]]
name = "typer"
version = "0.4.0"
description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
click = ">=7.1.1,<9.0.0"
[package.extras]
all = ["colorama (>=0.4.3,<0.5.0)", "shellingham (>=1.3.0,<2.0.0)"]
dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)"]
doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=5.4.0,<6.0.0)", "markdown-include (>=0.5.1,<0.6.0)"]
test = ["shellingham (>=1.3.0,<2.0.0)", "pytest (>=4.4.0,<5.4.0)", "pytest-cov (>=2.10.0,<3.0.0)", "coverage (>=5.2,<6.0)", "pytest-xdist (>=1.32.0,<2.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "mypy (==0.910)", "black (>=19.10b0,<20.0b0)", "isort (>=5.0.6,<6.0.0)"]
[[package]]
name = "typing-extensions"
version = "4.0.1"
description = "Backported and Experimental Type Hints for Python 3.6+"
category = "main"
optional = false
python-versions = ">=3.6"
[[package]]
name = "ujson"
version = "4.3.0"
@ -251,6 +634,14 @@ python-versions = "*"
[package.dependencies]
six = "*"
[[package]]
name = "wasabi"
version = "0.9.0"
description = "A lightweight console printing and formatting toolkit"
category = "main"
optional = false
python-versions = "*"
[[package]]
name = "zstandard"
version = "0.16.0"
@ -268,20 +659,46 @@ cffi = ["cffi (>=1.11)"]
[metadata]
lock-version = "1.1"
python-versions = "^3.9"
content-hash = "7d089b6e01ec27542bde6e6b01f11a96dd9bb8c6af643999956c2d7fa7f9950c"
content-hash = "d551f110c809c3c84dcd7061a00f8a2b6fb75bab5a7550fbf4bfe60d4300b37b"
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View file

@ -18,7 +18,10 @@ pandas = "^1.3.4"
pyspark = "^3.2.0"
langdetect = "^1.0.9"
zstandard = "^0.16.0"
spacy = "^3.2.1"
[tool.poetry.dependencies.en_core_web_sm]
url= "https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.2.0/en_core_web_sm-3.2.0-py3-none-any.whl"
[tool.poetry.dev-dependencies]