diff --git a/analyse/export_urls.py b/analyse/export_urls.py index 129db83..a042260 100644 --- a/analyse/export_urls.py +++ b/analyse/export_urls.py @@ -4,7 +4,7 @@ Export the list of unique URLs to a SQLite file for analysis/evaluation. import sqlite3 from mwmbl.indexer.paths import URLS_PATH -from mwmbl.tinysearchengine.app import get_config_and_index +from mwmbl.app import get_config_and_index def create_database(): diff --git a/mwmbl/crawler/__init__.py b/mwmbl/crawler/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/mwmbl/crawler/app.py b/mwmbl/crawler/app.py new file mode 100644 index 0000000..583ffdb --- /dev/null +++ b/mwmbl/crawler/app.py @@ -0,0 +1,232 @@ +import gzip +import hashlib +import json +import os +import re +from datetime import datetime, timezone, timedelta +from typing import Optional, Union +from uuid import uuid4 + +import boto3 +import requests +from fastapi import HTTPException, APIRouter +from pydantic import BaseModel + +from mwmbl.crawler.urls import URLDatabase + +APPLICATION_KEY = os.environ['MWMBL_APPLICATION_KEY'] +KEY_ID = os.environ['MWMBL_KEY_ID'] +ENDPOINT_URL = 'https://s3.us-west-004.backblazeb2.com' +BUCKET_NAME = 'mwmbl-crawl' +MAX_BATCH_SIZE = 100 +USER_ID_LENGTH = 36 +PUBLIC_USER_ID_LENGTH = 64 +VERSION = 'v1' +DATE_REGEX = re.compile(r'\d{4}-\d{2}-\d{2}') +PUBLIC_URL_PREFIX = f'https://f004.backblazeb2.com/file/{BUCKET_NAME}/' +FILE_NAME_SUFFIX = '.json.gz' + + +router = APIRouter(prefix="/crawler", tags=["crawler"]) + + +def get_bucket(name): + s3 = boto3.resource('s3', endpoint_url=ENDPOINT_URL, aws_access_key_id=KEY_ID, + aws_secret_access_key=APPLICATION_KEY) + return s3.Object(BUCKET_NAME, name) + + +def upload(data: bytes, name: str): + bucket = get_bucket(name) + result = bucket.put(Body=data) + return result + + +class ItemContent(BaseModel): + title: str + extract: str + links: list[str] + + +class ItemError(BaseModel): + name: str + message: Optional[str] + + +class Item(BaseModel): + url: str + status: Optional[int] + timestamp: int + content: Optional[ItemContent] + error: Optional[ItemError] + + +class Batch(BaseModel): + user_id: str + items: list[Item] + + +class NewBatchRequest(BaseModel): + user_id: str + + +class HashedBatch(BaseModel): + user_id_hash: str + timestamp: int + items: list[Item] + + +last_batch = None + + +@router.on_event("startup") +async def on_startup(): + with URLDatabase() as db: + return db.create_tables() + + +@router.post('/batches/') +def create_batch(batch: Batch): + if len(batch.items) > MAX_BATCH_SIZE: + raise HTTPException(400, f"Batch size too large (maximum {MAX_BATCH_SIZE}), got {len(batch.items)}") + + if len(batch.user_id) != USER_ID_LENGTH: + raise HTTPException(400, f"User ID length is incorrect, should be {USER_ID_LENGTH} characters") + + user_id_hash = _get_user_id_hash(batch) + + now = datetime.now(timezone.utc) + seconds = (now - datetime(now.year, now.month, now.day, tzinfo=timezone.utc)).seconds + + # How to pad a string with zeros: https://stackoverflow.com/a/39402910 + # Maximum seconds in a day is 60*60*24 = 86400, so 5 digits is enough + padded_seconds = str(seconds).zfill(5) + + # See discussion here: https://stackoverflow.com/a/13484764 + uid = str(uuid4())[:8] + filename = f'1/{VERSION}/{now.date()}/1/{user_id_hash}/{padded_seconds}__{uid}.json.gz' + + # Using an approach from https://stackoverflow.com/a/30476450 + epoch_time = (now - datetime(1970, 1, 1, tzinfo=timezone.utc)).total_seconds() + hashed_batch = HashedBatch(user_id_hash=user_id_hash, timestamp=epoch_time, items=batch.items) + data = gzip.compress(hashed_batch.json().encode('utf8')) + upload(data, filename) + + _record_urls_in_database(batch, user_id_hash, now) + + global last_batch + last_batch = hashed_batch + + return { + 'status': 'ok', + 'public_user_id': user_id_hash, + 'url': f'{PUBLIC_URL_PREFIX}{filename}', + } + + +def _get_user_id_hash(batch: Union[Batch, NewBatchRequest]): + return hashlib.sha3_256(batch.user_id.encode('utf8')).hexdigest() + + +@router.post('/batches/new') +def request_new_batch(batch_request: NewBatchRequest): + user_id_hash = _get_user_id_hash(batch_request) + + with URLDatabase() as db: + return db.get_new_batch_for_user(user_id_hash) + + +@router.post('/batches/historical') +def create_historical_batch(batch: HashedBatch): + """ + Update the database state of URL crawling for old data + """ + user_id_hash = batch.user_id_hash + batch_datetime = datetime(1970, 1, 1, tzinfo=timezone.utc) + timedelta(seconds=batch.timestamp) + _record_urls_in_database(batch, user_id_hash, batch_datetime) + + +def _record_urls_in_database(batch: Union[Batch, HashedBatch], user_id_hash: str, timestamp: datetime): + with URLDatabase() as db: + found_urls = set() + for item in batch.items: + if item.content is not None: + found_urls |= set(item.content.links) + + if len(found_urls) > 0: + db.user_found_urls(user_id_hash, list(found_urls), timestamp) + + crawled_urls = [item.url for item in batch.items] + db.user_crawled_urls(user_id_hash, crawled_urls, timestamp) + + +@router.get('/batches/{date_str}/users/{public_user_id}') +def get_batches_for_date_and_user(date_str, public_user_id): + check_date_str(date_str) + check_public_user_id(public_user_id) + prefix = f'1/{VERSION}/{date_str}/1/{public_user_id}/' + return get_batches_for_prefix(prefix) + + +def check_public_user_id(public_user_id): + if len(public_user_id) != PUBLIC_USER_ID_LENGTH: + raise HTTPException(400, f"Incorrect public user ID length, should be {PUBLIC_USER_ID_LENGTH}") + + +@router.get('/batches/{date_str}/users/{public_user_id}/batch/{batch_id}') +def get_batch_from_id(date_str, public_user_id, batch_id): + check_date_str(date_str) + check_public_user_id(public_user_id) + url = f'{PUBLIC_URL_PREFIX}1/{VERSION}/{date_str}/1/{public_user_id}/{batch_id}{FILE_NAME_SUFFIX}' + data = json.loads(gzip.decompress(requests.get(url).content)) + return data + + +@router.get('/latest-batch', response_model=list[HashedBatch]) +def get_latest_batch(): + return [] if last_batch is None else [last_batch] + + +def get_batch_id_from_file_name(file_name: str): + assert file_name.endswith(FILE_NAME_SUFFIX) + return file_name[:-len(FILE_NAME_SUFFIX)] + + +def get_batches_for_prefix(prefix): + s3 = boto3.resource('s3', endpoint_url=ENDPOINT_URL, aws_access_key_id=KEY_ID, + aws_secret_access_key=APPLICATION_KEY) + bucket = s3.Bucket(BUCKET_NAME) + items = bucket.objects.filter(Prefix=prefix) + file_names = sorted(item.key.rsplit('/', 1)[1] for item in items) + results = {'batch_ids': [get_batch_id_from_file_name(name) for name in file_names]} + return results + + +@router.get('/batches/{date_str}/users') +def get_user_id_hashes_for_date(date_str: str): + check_date_str(date_str) + prefix = f'1/{VERSION}/{date_str}/1/' + return get_subfolders(prefix) + + +def check_date_str(date_str): + if not DATE_REGEX.match(date_str): + raise HTTPException(400, f"Incorrect date format, should be YYYY-MM-DD") + + +def get_subfolders(prefix): + client = boto3.client('s3', endpoint_url=ENDPOINT_URL, aws_access_key_id=KEY_ID, + aws_secret_access_key=APPLICATION_KEY) + items = client.list_objects(Bucket=BUCKET_NAME, + Prefix=prefix, + Delimiter='/') + print("Got items", items) + item_keys = [item['Prefix'][len(prefix):].strip('/') for item in items['CommonPrefixes']] + return item_keys + + +@router.get('/') +def status(): + return { + 'status': 'ok' + } diff --git a/mwmbl/crawler/urls.py b/mwmbl/crawler/urls.py new file mode 100644 index 0000000..56e9527 --- /dev/null +++ b/mwmbl/crawler/urls.py @@ -0,0 +1,121 @@ +""" +Database storing info on URLs +""" +import os +from dataclasses import dataclass +from datetime import datetime, timedelta +from enum import Enum + +from psycopg2 import connect +from psycopg2.extras import execute_values + + +# Client has one hour to crawl a URL that has been assigned to them, or it will be reassigned +REASSIGN_MIN_HOURS = 1 +BATCH_SIZE = 100 + + +class URLStatus(Enum): + """ + URL state update is idempotent and can only progress forwards. + """ + NEW = 0 # One user has identified this URL + CONFIRMED = 1 # A different user has identified the same URL + ASSIGNED = 2 # The crawler has given the URL to a user to crawl + CRAWLED = 3 # At least one user has crawled the URL + + +class URLDatabase: + def __init__(self): + self.connection = None + + def __enter__(self): + self.connection = connect(user=os.environ["USER"]) + self.connection.__enter__() + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + self.connection.__exit__(exc_type, exc_val, exc_tb) + self.connection.close() + + def create_tables(self): + sql = """ + CREATE TABLE IF NOT EXISTS urls ( + url VARCHAR PRIMARY KEY, + status INT NOT NULL DEFAULT 0, + user_id_hash VARCHAR NOT NULL, + score INT NOT NULL DEFAULT 1, + updated TIMESTAMP NOT NULL DEFAULT NOW() + ) + """ + + with self.connection.cursor() as cursor: + cursor.execute(sql) + + def user_found_urls(self, user_id_hash: str, urls: list[str], timestamp: datetime): + sql = f""" + INSERT INTO urls (url, status, user_id_hash, score, updated) values %s + ON CONFLICT (url) DO UPDATE SET + status = CASE + WHEN excluded.status={URLStatus.NEW.value} + AND excluded.user_id_hash != urls.user_id_hash + THEN {URLStatus.CONFIRMED.value} + ELSE {URLStatus.NEW.value} + END, + user_id_hash=excluded.user_id_hash, + score=urls.score + 1, + updated=excluded.updated + """ + + data = [(url, URLStatus.NEW.value, user_id_hash, 1, timestamp) for url in urls] + + with self.connection.cursor() as cursor: + execute_values(cursor, sql, data) + + def user_crawled_urls(self, user_id_hash: str, urls: list[str], timestamp: datetime): + sql = f""" + INSERT INTO urls (url, status, user_id_hash, updated) values %s + ON CONFLICT (url) DO UPDATE SET + status=excluded.status, + user_id_hash=excluded.user_id_hash, + updated=excluded.updated + """ + + data = [(url, URLStatus.CRAWLED.value, user_id_hash, timestamp) for url in urls] + + with self.connection.cursor() as cursor: + execute_values(cursor, sql, data) + + def get_new_batch_for_user(self, user_id_hash: str): + sql = f""" + UPDATE urls SET status = {URLStatus.ASSIGNED.value}, user_id_hash = %(user_id_hash)s, updated = %(now)s + WHERE url IN ( + SELECT url FROM urls + WHERE status = {URLStatus.CONFIRMED.value} OR ( + status = {URLStatus.ASSIGNED.value} AND updated < %(min_updated_date)s + ) + ORDER BY score DESC + LIMIT {BATCH_SIZE} + FOR UPDATE SKIP LOCKED + ) + RETURNING url + """ + + now = datetime.utcnow() + min_updated_date = now - timedelta(hours=REASSIGN_MIN_HOURS) + with self.connection.cursor() as cursor: + cursor.execute(sql, {'user_id_hash': user_id_hash, 'min_updated_date': min_updated_date, 'now': now}) + results = cursor.fetchall() + + return [result[0] for result in results] + + +if __name__ == "__main__": + with URLDatabase() as db: + db.create_tables() + # update_url_status(conn, [URLStatus("https://mwmbl.org", URLState.NEW, "test-user", datetime.now())]) + # db.user_found_urls("Test user", ["a", "b", "c"], datetime.utcnow()) + # db.user_found_urls("Another user", ["b", "c", "d"], datetime.utcnow()) + # db.user_crawled_urls("Test user", ["c"], datetime.utcnow()) + batch = db.get_new_batch_for_user('test user 4') + print("Batch", len(batch), batch) diff --git a/mwmbl/tinysearchengine/app.py b/mwmbl/main.py similarity index 71% rename from mwmbl/tinysearchengine/app.py rename to mwmbl/main.py index d386adf..68aff11 100644 --- a/mwmbl/tinysearchengine/app.py +++ b/mwmbl/main.py @@ -3,8 +3,11 @@ import logging import pandas as pd import uvicorn +from fastapi import FastAPI +from starlette.middleware.cors import CORSMiddleware -from mwmbl.tinysearchengine import create_app +from mwmbl.crawler.app import router as crawler_router +from mwmbl.tinysearchengine import search from mwmbl.tinysearchengine.completer import Completer from mwmbl.tinysearchengine.indexer import TinyIndex, Document from mwmbl.tinysearchengine.rank import HeuristicRanker @@ -21,7 +24,7 @@ def setup_args(): return args -def main(): +def run(): """Main entrypoint for tinysearchengine. * Parses CLI args @@ -40,11 +43,22 @@ def main(): ranker = HeuristicRanker(tiny_index, completer) # Initialize FastApi instance - app = create_app.create(ranker) + app = FastAPI() + + # Allow CORS requests from any site + app.add_middleware( + CORSMiddleware, + allow_origins=["*"], + allow_headers=["*"], + ) + + search_router = search.create_router(ranker) + app.include_router(search_router) + app.include_router(crawler_router) # Initialize uvicorn server using global app instance and server config params uvicorn.run(app, host="0.0.0.0", port=8080) if __name__ == "__main__": - main() + run() diff --git a/mwmbl/tinysearchengine/create_app.py b/mwmbl/tinysearchengine/create_app.py deleted file mode 100644 index fc5e3db..0000000 --- a/mwmbl/tinysearchengine/create_app.py +++ /dev/null @@ -1,39 +0,0 @@ -import re -from logging import getLogger -from operator import itemgetter -from pathlib import Path -from urllib.parse import urlparse - -from fastapi import FastAPI -from starlette.middleware.cors import CORSMiddleware - -from mwmbl.tinysearchengine.completer import Completer -from mwmbl.tinysearchengine.hn_top_domains_filtered import DOMAINS -from mwmbl.tinysearchengine.indexer import TinyIndex, Document -from mwmbl.tinysearchengine.rank import HeuristicRanker - -logger = getLogger(__name__) - - -SCORE_THRESHOLD = 0.25 - - -def create(ranker: HeuristicRanker): - app = FastAPI() - - # Allow CORS requests from any site - app.add_middleware( - CORSMiddleware, - allow_origins=["*"], - allow_headers=["*"], - ) - - @app.get("/search") - def search(s: str): - return ranker.search(s) - - @app.get("/complete") - def complete(q: str): - return ranker.complete(q) - - return app diff --git a/mwmbl/tinysearchengine/search.py b/mwmbl/tinysearchengine/search.py new file mode 100644 index 0000000..b00a70d --- /dev/null +++ b/mwmbl/tinysearchengine/search.py @@ -0,0 +1,24 @@ +from logging import getLogger + +from fastapi import APIRouter + +from mwmbl.tinysearchengine.rank import HeuristicRanker + +logger = getLogger(__name__) + + +SCORE_THRESHOLD = 0.25 + + +def create_router(ranker: HeuristicRanker) -> APIRouter: + router = APIRouter(prefix="/search", tags=["search"]) + + @router.get("/") + def search(s: str): + return ranker.search(s) + + @router.get("/complete") + def complete(q: str): + return ranker.complete(q) + + return router diff --git a/poetry.lock b/poetry.lock index a15a3b5..0a52633 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,6 +1,6 @@ [[package]] name = "anyio" -version = "3.5.0" +version = "3.6.1" description = "High level compatibility layer for multiple asynchronous event loop implementations" category = "main" optional = false @@ -12,12 +12,12 @@ sniffio = ">=1.1" [package.extras] doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"] -test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=6.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"] +test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"] trio = ["trio (>=0.16)"] [[package]] name = "asgiref" -version = "3.5.0" +version = "3.5.2" description = "ASGI specs, helper code, and adapters" category = "main" optional = false @@ -65,7 +65,7 @@ lxml = ["lxml"] [[package]] name = "blis" -version = "0.7.6" +version = "0.7.7" description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension." category = "main" optional = true @@ -76,39 +76,39 @@ numpy = ">=1.15.0" [[package]] name = "boto3" -version = "1.20.20" +version = "1.24.10" description = "The AWS SDK for Python" category = "main" -optional = true -python-versions = ">= 3.6" +optional = false +python-versions = ">= 3.7" [package.dependencies] -botocore = ">=1.23.20,<1.24.0" -jmespath = ">=0.7.1,<1.0.0" -s3transfer = ">=0.5.0,<0.6.0" +botocore = ">=1.27.10,<1.28.0" +jmespath = ">=0.7.1,<2.0.0" +s3transfer = ">=0.6.0,<0.7.0" [package.extras] crt = ["botocore[crt] (>=1.21.0,<2.0a0)"] [[package]] name = "botocore" -version = "1.23.20" +version = "1.27.10" description = "Low-level, data-driven core of boto 3." category = "main" -optional = true -python-versions = ">= 3.6" +optional = false +python-versions = ">= 3.7" [package.dependencies] -jmespath = ">=0.7.1,<1.0.0" +jmespath = ">=0.7.1,<2.0.0" python-dateutil = ">=2.1,<3.0.0" urllib3 = ">=1.25.4,<1.27" [package.extras] -crt = ["awscrt (==0.12.5)"] +crt = ["awscrt (==0.13.8)"] [[package]] name = "catalogue" -version = "2.0.6" +version = "2.0.7" description = "Super lightweight function registries for your library" category = "main" optional = true @@ -116,11 +116,11 @@ python-versions = ">=3.6" [[package]] name = "certifi" -version = "2021.10.8" +version = "2022.6.15" description = "Python package for providing Mozilla's CA Bundle." category = "main" optional = false -python-versions = "*" +python-versions = ">=3.6" [[package]] name = "cffi" @@ -146,18 +146,18 @@ unicode_backport = ["unicodedata2"] [[package]] name = "click" -version = "8.0.4" +version = "8.1.3" description = "Composable command line interface toolkit" category = "main" optional = false -python-versions = ">=3.6" +python-versions = ">=3.7" [package.dependencies] colorama = {version = "*", markers = "platform_system == \"Windows\""} [[package]] name = "colorama" -version = "0.4.4" +version = "0.4.5" description = "Cross-platform colored terminal text." category = "main" optional = false @@ -230,11 +230,11 @@ python-versions = "*" [[package]] name = "jinja2" -version = "3.0.3" +version = "3.1.2" description = "A very fast and expressive template engine." category = "main" optional = true -python-versions = ">=3.6" +python-versions = ">=3.7" [package.dependencies] MarkupSafe = ">=2.0" @@ -244,11 +244,11 @@ i18n = ["Babel (>=2.7)"] [[package]] name = "jmespath" -version = "0.10.0" +version = "1.0.0" description = "JSON Matching Expressions" category = "main" -optional = true -python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" +optional = false +python-versions = ">=3.7" [[package]] name = "joblib" @@ -334,7 +334,7 @@ python-versions = "*" [[package]] name = "murmurhash" -version = "1.0.6" +version = "1.0.7" description = "Cython bindings for MurmurHash" category = "main" optional = true @@ -342,7 +342,7 @@ python-versions = "*" [[package]] name = "numpy" -version = "1.22.3" +version = "1.22.4" description = "NumPy is the fundamental package for array computing with Python." category = "main" optional = false @@ -361,7 +361,7 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5" [[package]] name = "pandas" -version = "1.4.1" +version = "1.4.2" description = "Powerful data structures for data analysis, time series, and statistics" category = "main" optional = false @@ -417,6 +417,14 @@ python-versions = "*" cymem = ">=2.0.2,<2.1.0" murmurhash = ">=0.28.0,<1.1.0" +[[package]] +name = "psycopg2-binary" +version = "2.9.3" +description = "psycopg2 - Python-PostgreSQL Database Adapter" +category = "main" +optional = false +python-versions = ">=3.6" + [[package]] name = "py" version = "1.11.0" @@ -469,14 +477,14 @@ email = ["email-validator (>=1.0.3)"] [[package]] name = "pyparsing" -version = "3.0.7" -description = "Python parsing module" +version = "3.0.9" +description = "pyparsing module - Classes and methods to define and execute parsing grammars" category = "main" optional = false -python-versions = ">=3.6" +python-versions = ">=3.6.8" [package.extras] -diagrams = ["jinja2", "railroad-diagrams"] +diagrams = ["railroad-diagrams", "jinja2"] [[package]] name = "pyspark" @@ -497,7 +505,7 @@ sql = ["pandas (>=0.23.2)", "pyarrow (>=1.0.0)"] [[package]] name = "pytest" -version = "7.1.1" +version = "7.1.2" description = "pytest: simple powerful testing with Python" category = "dev" optional = false @@ -556,29 +564,29 @@ full = ["numpy"] [[package]] name = "requests" -version = "2.27.1" +version = "2.28.0" 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.*" +python-versions = ">=3.7, <4" [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\""} +charset-normalizer = ">=2.0.0,<2.1.0" +idna = ">=2.5,<4" urllib3 = ">=1.21.1,<1.27" [package.extras] -socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"] +socks = ["PySocks (>=1.5.6,!=1.5.7)"] use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"] [[package]] name = "s3transfer" -version = "0.5.2" +version = "0.6.0" description = "An Amazon S3 Transfer Manager" category = "main" -optional = true -python-versions = ">= 3.6" +optional = false +python-versions = ">= 3.7" [package.dependencies] botocore = ">=1.12.36,<2.0a.0" @@ -588,27 +596,27 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"] [[package]] name = "scikit-learn" -version = "1.0.2" +version = "1.1.1" description = "A set of python modules for machine learning and data mining" category = "main" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" [package.dependencies] -joblib = ">=0.11" -numpy = ">=1.14.6" -scipy = ">=1.1.0" +joblib = ">=1.0.0" +numpy = ">=1.17.3" +scipy = ">=1.3.2" threadpoolctl = ">=2.0.0" [package.extras] -benchmark = ["matplotlib (>=2.2.3)", "pandas (>=0.25.0)", "memory-profiler (>=0.57.0)"] -docs = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.0.0)", "Pillow (>=7.1.2)", "sphinx-prompt 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not get installed by default. Look under tool.poetry.extras section # to see which extras to use. -botocore = {version= "==1.23.20", optional = true} -boto3 = {version= "==1.20.20", optional = true} ujson = {version= "==4.3.0", optional = true} warcio = {version= "==1.7.4", optional = true} idna = {version= "==3.3", optional = true} @@ -33,6 +32,7 @@ Levenshtein = {version= "==0.16.0", optional = true} spacy = {version= "==3.2.1", optional = true} 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.tar.gz", optional = true} requests = "^2.27.1" +psycopg2-binary = "^2.9.3" [tool.poetry.extras]