From 204304e18eead2be064b244f9c990d3bf3a3b55f Mon Sep 17 00:00:00 2001 From: Daoud Clarke Date: Sat, 18 Nov 2023 18:49:41 +0000 Subject: [PATCH] Add term info to index --- analyse/add_term_info.py | 15 ++------ analyse/index_local.py | 57 ---------------------------- analyse/inspect_index.py | 60 ------------------------------ devdata/index-v2.tinysearch | Bin 10489856 -> 10489856 bytes mwmbl/apps.py | 10 +++++ mwmbl/background.py | 6 ++- mwmbl/indexer/index_batches.py | 26 +++++++------ mwmbl/indexer/update_urls.py | 2 +- mwmbl/platform/curate.py | 21 ++++++++--- mwmbl/tinysearchengine/indexer.py | 1 - mwmbl/utils.py | 23 ++++++++++++ 11 files changed, 71 insertions(+), 150 deletions(-) delete mode 100644 analyse/index_local.py delete mode 100644 analyse/inspect_index.py diff --git a/analyse/add_term_info.py b/analyse/add_term_info.py index 22864ab..9cf9795 100644 --- a/analyse/add_term_info.py +++ b/analyse/add_term_info.py @@ -10,24 +10,15 @@ from random import Random import numpy as np from scipy.stats import sem -from mwmbl.indexer.index import tokenize_document from mwmbl.tinysearchengine.indexer import TinyIndex, Document, _trim_items_to_page, astuple from zstandard import ZstdCompressor +from mwmbl.utils import add_term_info + random = Random(1) -INDEX_PATH = Path(os.environ["HOME"]) / "Downloads" / "index-v2.tinysearch" -# INDEX_PATH = Path(__file__).parent.parent / "devdata" / "index-v2.tinysearch" - - -def add_term_info(document: Document, index: TinyIndex, page_index: int): - tokenized = tokenize_document(document.url, document.title, document.extract, document.score) - for token in tokenized.tokens: - token_page_index = index.get_key_page_index(token) - if token_page_index == page_index: - return Document(document.title, document.url, document.extract, document.score, token) - raise ValueError("Could not find token in page index") +INDEX_PATH = Path(__file__).parent.parent / "devdata" / "index-v2.tinysearch" def run(): diff --git a/analyse/index_local.py b/analyse/index_local.py deleted file mode 100644 index 334868d..0000000 --- a/analyse/index_local.py +++ /dev/null @@ -1,57 +0,0 @@ -""" -Index batches stored locally on the filesystem for the purpose of evaluation. -""" -import glob -import gzip -import json -import logging -import os -import sys -from datetime import datetime - -import spacy - -from mwmbl.crawler import HashedBatch -from mwmbl.crawler.urls import URLDatabase -from mwmbl.database import Database -from mwmbl.indexer import index_batches -from mwmbl.tinysearchengine import TinyIndex, Document - -LOCAL_BATCHES_PATH = f'{os.environ["HOME"]}/data/mwmbl/file/**/*.json.gz' -NUM_BATCHES = 10000 -EVALUATE_INDEX_PATH = f'{os.environ["HOME"]}/data/mwmbl/evaluate-index.tinysearch' -NUM_PAGES = 1_024_000 -PAGE_SIZE = 4096 - - -logging.basicConfig(stream=sys.stdout, level=logging.DEBUG) - - -def get_batches(): - for path in sorted(glob.glob(LOCAL_BATCHES_PATH, recursive=True))[:NUM_BATCHES]: - data = json.load(gzip.open(path)) - yield HashedBatch.parse_obj(data) - - -def run(): - try: - os.remove(EVALUATE_INDEX_PATH) - except FileNotFoundError: - pass - TinyIndex.create(item_factory=Document, index_path=EVALUATE_INDEX_PATH, num_pages=NUM_PAGES, page_size=PAGE_SIZE) - - batches = get_batches() - - start = datetime.now() - with Database() as db: - nlp = spacy.load("en_core_web_sm") - url_db = URLDatabase(db.connection) - index_batches(batches, EVALUATE_INDEX_PATH, nlp, url_db) - end = datetime.now() - - total_time = (end - start).total_seconds() - print("total_seconds:", total_time) - - -if __name__ == '__main__': - run() diff --git a/analyse/inspect_index.py b/analyse/inspect_index.py deleted file mode 100644 index c48ad22..0000000 --- a/analyse/inspect_index.py +++ /dev/null @@ -1,60 +0,0 @@ -import logging -import sys - -import numpy as np -import spacy - -from analyse.index_local import EVALUATE_INDEX_PATH -from mwmbl.indexer import tokenize_document -from mwmbl.indexer import INDEX_PATH -from mwmbl.tinysearchengine import TinyIndex, Document - - -logging.basicConfig(stream=sys.stdout, level=logging.DEBUG) -nlp = spacy.load("en_core_web_sm") - - -def store(): - document = Document( - title='A nation in search of the new black | Theatre | The Guardian', - url='https://www.theguardian.com/stage/2007/nov/18/theatre', - extract="Topic-stuffed and talk-filled, Kwame Kwei-Armah's new play proves that issue-driven drama is (despite reports of its death) still being written and staged…", - score=1.0 - ) - with TinyIndex(Document, INDEX_PATH, 'w') as tiny_index: - tokenized = tokenize_document(document.url, document.title, document.extract, 1, nlp) - print("Tokenized", tokenized) - # for token in tokenized.tokens: - # - # tiny_index.index(token, document) - - -def get_items(): - with TinyIndex(Document, INDEX_PATH) as tiny_index: - items = tiny_index.retrieve('wikipedia') - if items: - for item in items: - print("Items", item) - - -def run(index_path): - with TinyIndex(Document, index_path) as tiny_index: - sizes = {} - for i in range(tiny_index.num_pages): - page = tiny_index.get_page(i) - if page: - sizes[i] = len(page) - if len(page) > 50: - print("Page", len(page), page) - # for item in page: - # if ' search' in item.title: - # print("Page", i, item) - print("Max", max(sizes.values())) - print("Top", sorted(sizes.values())[-100:]) - print("Mean", np.mean(list(sizes.values()))) - - -if __name__ == '__main__': - # store() - run(EVALUATE_INDEX_PATH) - # get_items() diff --git a/devdata/index-v2.tinysearch b/devdata/index-v2.tinysearch index ebf9ba97545ec25846d8b72c90b6a164bcdc389a..d7a3690afd6fb2eb4f8964848903d24ac38f455f 100644 GIT binary patch literal 10489856 zcmeF2aJU1pXuNAA$b}{72wF0{;>CkHCKf{v+@of&U2n|0V$HVEHgHAhisJxSIb( z!Lk$+#|z($63%Vep;FuI$nq7b4+HJS&i}3ijiE0c7|jM)e+h0zi*thS$rHQFC4i!a zqJ$Eve35&tddXv0Ie~Y^?S;=b<~oIE*c<4BBZgdVuTV~5s3NJVTpmqZ6v+=0B0p?)jPZ?%(J}*K;ZK2I;SLlj%ZgqzXHjbJX0$#7m_7 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