From 65b366d30d89c5376ee4827d5be7eb611c6f66a9 Mon Sep 17 00:00:00 2001 From: Daoud Clarke Date: Sun, 12 Dec 2021 20:58:44 +0000 Subject: [PATCH] Add spacy --- indexcc.py | 38 +++ poetry.lock | 814 +++++++++++++++++++++++++++++++++++++++++++++---- pyproject.toml | 3 + 3 files changed, 790 insertions(+), 65 deletions(-) create mode 100644 indexcc.py diff --git a/indexcc.py b/indexcc.py new file mode 100644 index 0000000..1f4c4e4 --- /dev/null +++ b/indexcc.py @@ -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 = 'Wikipedia: ' +TITLE_END = '\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() diff --git a/poetry.lock b/poetry.lock index 6fa6436..df81da1 100644 --- a/poetry.lock +++ b/poetry.lock @@ -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" 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