Combine crawler and search servers
This commit is contained in:
Daoud Clarke
parent
7771657684
commit
e2eb405083
9 changed files with 731 additions and 312 deletions
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@ -4,7 +4,7 @@ Export the list of unique URLs to a SQLite file for analysis/evaluation.
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import sqlite3
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from mwmbl.indexer.paths import URLS_PATH
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from mwmbl.tinysearchengine.app import get_config_and_index
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from mwmbl.app import get_config_and_index
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def create_database():
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0
mwmbl/crawler/__init__.py
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0
mwmbl/crawler/__init__.py
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232
mwmbl/crawler/app.py
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232
mwmbl/crawler/app.py
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@ -0,0 +1,232 @@
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import gzip
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import hashlib
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import json
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import os
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import re
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from datetime import datetime, timezone, timedelta
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from typing import Optional, Union
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from uuid import uuid4
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import boto3
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import requests
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from fastapi import HTTPException, APIRouter
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from pydantic import BaseModel
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from mwmbl.crawler.urls import URLDatabase
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APPLICATION_KEY = os.environ['MWMBL_APPLICATION_KEY']
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KEY_ID = os.environ['MWMBL_KEY_ID']
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ENDPOINT_URL = 'https://s3.us-west-004.backblazeb2.com'
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BUCKET_NAME = 'mwmbl-crawl'
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MAX_BATCH_SIZE = 100
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USER_ID_LENGTH = 36
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PUBLIC_USER_ID_LENGTH = 64
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VERSION = 'v1'
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DATE_REGEX = re.compile(r'\d{4}-\d{2}-\d{2}')
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PUBLIC_URL_PREFIX = f'https://f004.backblazeb2.com/file/{BUCKET_NAME}/'
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FILE_NAME_SUFFIX = '.json.gz'
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router = APIRouter(prefix="/crawler", tags=["crawler"])
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def get_bucket(name):
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s3 = boto3.resource('s3', endpoint_url=ENDPOINT_URL, aws_access_key_id=KEY_ID,
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aws_secret_access_key=APPLICATION_KEY)
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return s3.Object(BUCKET_NAME, name)
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def upload(data: bytes, name: str):
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bucket = get_bucket(name)
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result = bucket.put(Body=data)
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return result
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class ItemContent(BaseModel):
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title: str
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extract: str
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links: list[str]
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class ItemError(BaseModel):
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name: str
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message: Optional[str]
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class Item(BaseModel):
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url: str
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status: Optional[int]
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timestamp: int
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content: Optional[ItemContent]
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error: Optional[ItemError]
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class Batch(BaseModel):
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user_id: str
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items: list[Item]
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class NewBatchRequest(BaseModel):
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user_id: str
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class HashedBatch(BaseModel):
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user_id_hash: str
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timestamp: int
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items: list[Item]
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last_batch = None
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@router.on_event("startup")
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async def on_startup():
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with URLDatabase() as db:
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return db.create_tables()
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@router.post('/batches/')
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def create_batch(batch: Batch):
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if len(batch.items) > MAX_BATCH_SIZE:
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raise HTTPException(400, f"Batch size too large (maximum {MAX_BATCH_SIZE}), got {len(batch.items)}")
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if len(batch.user_id) != USER_ID_LENGTH:
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raise HTTPException(400, f"User ID length is incorrect, should be {USER_ID_LENGTH} characters")
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user_id_hash = _get_user_id_hash(batch)
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now = datetime.now(timezone.utc)
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seconds = (now - datetime(now.year, now.month, now.day, tzinfo=timezone.utc)).seconds
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# How to pad a string with zeros: https://stackoverflow.com/a/39402910
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# Maximum seconds in a day is 60*60*24 = 86400, so 5 digits is enough
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padded_seconds = str(seconds).zfill(5)
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# See discussion here: https://stackoverflow.com/a/13484764
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uid = str(uuid4())[:8]
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filename = f'1/{VERSION}/{now.date()}/1/{user_id_hash}/{padded_seconds}__{uid}.json.gz'
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# Using an approach from https://stackoverflow.com/a/30476450
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epoch_time = (now - datetime(1970, 1, 1, tzinfo=timezone.utc)).total_seconds()
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hashed_batch = HashedBatch(user_id_hash=user_id_hash, timestamp=epoch_time, items=batch.items)
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data = gzip.compress(hashed_batch.json().encode('utf8'))
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upload(data, filename)
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_record_urls_in_database(batch, user_id_hash, now)
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global last_batch
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last_batch = hashed_batch
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return {
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'status': 'ok',
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'public_user_id': user_id_hash,
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'url': f'{PUBLIC_URL_PREFIX}{filename}',
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}
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def _get_user_id_hash(batch: Union[Batch, NewBatchRequest]):
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return hashlib.sha3_256(batch.user_id.encode('utf8')).hexdigest()
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@router.post('/batches/new')
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def request_new_batch(batch_request: NewBatchRequest):
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user_id_hash = _get_user_id_hash(batch_request)
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with URLDatabase() as db:
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return db.get_new_batch_for_user(user_id_hash)
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@router.post('/batches/historical')
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def create_historical_batch(batch: HashedBatch):
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"""
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Update the database state of URL crawling for old data
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"""
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user_id_hash = batch.user_id_hash
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batch_datetime = datetime(1970, 1, 1, tzinfo=timezone.utc) + timedelta(seconds=batch.timestamp)
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_record_urls_in_database(batch, user_id_hash, batch_datetime)
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def _record_urls_in_database(batch: Union[Batch, HashedBatch], user_id_hash: str, timestamp: datetime):
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with URLDatabase() as db:
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found_urls = set()
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for item in batch.items:
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if item.content is not None:
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found_urls |= set(item.content.links)
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if len(found_urls) > 0:
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db.user_found_urls(user_id_hash, list(found_urls), timestamp)
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crawled_urls = [item.url for item in batch.items]
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db.user_crawled_urls(user_id_hash, crawled_urls, timestamp)
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@router.get('/batches/{date_str}/users/{public_user_id}')
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def get_batches_for_date_and_user(date_str, public_user_id):
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check_date_str(date_str)
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check_public_user_id(public_user_id)
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prefix = f'1/{VERSION}/{date_str}/1/{public_user_id}/'
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return get_batches_for_prefix(prefix)
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def check_public_user_id(public_user_id):
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if len(public_user_id) != PUBLIC_USER_ID_LENGTH:
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raise HTTPException(400, f"Incorrect public user ID length, should be {PUBLIC_USER_ID_LENGTH}")
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@router.get('/batches/{date_str}/users/{public_user_id}/batch/{batch_id}')
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def get_batch_from_id(date_str, public_user_id, batch_id):
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check_date_str(date_str)
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check_public_user_id(public_user_id)
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url = f'{PUBLIC_URL_PREFIX}1/{VERSION}/{date_str}/1/{public_user_id}/{batch_id}{FILE_NAME_SUFFIX}'
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data = json.loads(gzip.decompress(requests.get(url).content))
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return data
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@router.get('/latest-batch', response_model=list[HashedBatch])
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def get_latest_batch():
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return [] if last_batch is None else [last_batch]
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def get_batch_id_from_file_name(file_name: str):
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assert file_name.endswith(FILE_NAME_SUFFIX)
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return file_name[:-len(FILE_NAME_SUFFIX)]
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def get_batches_for_prefix(prefix):
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s3 = boto3.resource('s3', endpoint_url=ENDPOINT_URL, aws_access_key_id=KEY_ID,
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aws_secret_access_key=APPLICATION_KEY)
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bucket = s3.Bucket(BUCKET_NAME)
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items = bucket.objects.filter(Prefix=prefix)
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file_names = sorted(item.key.rsplit('/', 1)[1] for item in items)
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results = {'batch_ids': [get_batch_id_from_file_name(name) for name in file_names]}
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return results
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@router.get('/batches/{date_str}/users')
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def get_user_id_hashes_for_date(date_str: str):
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check_date_str(date_str)
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prefix = f'1/{VERSION}/{date_str}/1/'
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return get_subfolders(prefix)
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def check_date_str(date_str):
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if not DATE_REGEX.match(date_str):
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raise HTTPException(400, f"Incorrect date format, should be YYYY-MM-DD")
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def get_subfolders(prefix):
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client = boto3.client('s3', endpoint_url=ENDPOINT_URL, aws_access_key_id=KEY_ID,
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aws_secret_access_key=APPLICATION_KEY)
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items = client.list_objects(Bucket=BUCKET_NAME,
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Prefix=prefix,
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Delimiter='/')
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print("Got items", items)
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item_keys = [item['Prefix'][len(prefix):].strip('/') for item in items['CommonPrefixes']]
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return item_keys
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@router.get('/')
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def status():
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return {
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'status': 'ok'
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}
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121
mwmbl/crawler/urls.py
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121
mwmbl/crawler/urls.py
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@ -0,0 +1,121 @@
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"""
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Database storing info on URLs
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"""
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import os
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from dataclasses import dataclass
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from datetime import datetime, timedelta
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from enum import Enum
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from psycopg2 import connect
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from psycopg2.extras import execute_values
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# Client has one hour to crawl a URL that has been assigned to them, or it will be reassigned
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REASSIGN_MIN_HOURS = 1
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BATCH_SIZE = 100
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class URLStatus(Enum):
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"""
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URL state update is idempotent and can only progress forwards.
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"""
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NEW = 0 # One user has identified this URL
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CONFIRMED = 1 # A different user has identified the same URL
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ASSIGNED = 2 # The crawler has given the URL to a user to crawl
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CRAWLED = 3 # At least one user has crawled the URL
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class URLDatabase:
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def __init__(self):
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self.connection = None
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def __enter__(self):
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self.connection = connect(user=os.environ["USER"])
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self.connection.__enter__()
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return self
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def __exit__(self, exc_type, exc_val, exc_tb):
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self.connection.__exit__(exc_type, exc_val, exc_tb)
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self.connection.close()
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def create_tables(self):
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sql = """
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CREATE TABLE IF NOT EXISTS urls (
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url VARCHAR PRIMARY KEY,
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status INT NOT NULL DEFAULT 0,
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user_id_hash VARCHAR NOT NULL,
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score INT NOT NULL DEFAULT 1,
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updated TIMESTAMP NOT NULL DEFAULT NOW()
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)
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"""
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with self.connection.cursor() as cursor:
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cursor.execute(sql)
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def user_found_urls(self, user_id_hash: str, urls: list[str], timestamp: datetime):
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sql = f"""
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INSERT INTO urls (url, status, user_id_hash, score, updated) values %s
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ON CONFLICT (url) DO UPDATE SET
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status = CASE
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WHEN excluded.status={URLStatus.NEW.value}
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AND excluded.user_id_hash != urls.user_id_hash
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THEN {URLStatus.CONFIRMED.value}
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ELSE {URLStatus.NEW.value}
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END,
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user_id_hash=excluded.user_id_hash,
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score=urls.score + 1,
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updated=excluded.updated
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"""
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data = [(url, URLStatus.NEW.value, user_id_hash, 1, timestamp) for url in urls]
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with self.connection.cursor() as cursor:
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execute_values(cursor, sql, data)
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def user_crawled_urls(self, user_id_hash: str, urls: list[str], timestamp: datetime):
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sql = f"""
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INSERT INTO urls (url, status, user_id_hash, updated) values %s
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ON CONFLICT (url) DO UPDATE SET
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status=excluded.status,
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user_id_hash=excluded.user_id_hash,
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updated=excluded.updated
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"""
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data = [(url, URLStatus.CRAWLED.value, user_id_hash, timestamp) for url in urls]
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with self.connection.cursor() as cursor:
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execute_values(cursor, sql, data)
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def get_new_batch_for_user(self, user_id_hash: str):
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sql = f"""
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UPDATE urls SET status = {URLStatus.ASSIGNED.value}, user_id_hash = %(user_id_hash)s, updated = %(now)s
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WHERE url IN (
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SELECT url FROM urls
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WHERE status = {URLStatus.CONFIRMED.value} OR (
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status = {URLStatus.ASSIGNED.value} AND updated < %(min_updated_date)s
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)
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ORDER BY score DESC
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LIMIT {BATCH_SIZE}
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FOR UPDATE SKIP LOCKED
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)
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RETURNING url
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"""
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now = datetime.utcnow()
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min_updated_date = now - timedelta(hours=REASSIGN_MIN_HOURS)
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with self.connection.cursor() as cursor:
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cursor.execute(sql, {'user_id_hash': user_id_hash, 'min_updated_date': min_updated_date, 'now': now})
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results = cursor.fetchall()
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return [result[0] for result in results]
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if __name__ == "__main__":
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with URLDatabase() as db:
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db.create_tables()
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# update_url_status(conn, [URLStatus("https://mwmbl.org", URLState.NEW, "test-user", datetime.now())])
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# db.user_found_urls("Test user", ["a", "b", "c"], datetime.utcnow())
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# db.user_found_urls("Another user", ["b", "c", "d"], datetime.utcnow())
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# db.user_crawled_urls("Test user", ["c"], datetime.utcnow())
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batch = db.get_new_batch_for_user('test user 4')
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print("Batch", len(batch), batch)
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@ -3,8 +3,11 @@ import logging
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import pandas as pd
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import uvicorn
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from fastapi import FastAPI
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from starlette.middleware.cors import CORSMiddleware
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from mwmbl.tinysearchengine import create_app
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from mwmbl.crawler.app import router as crawler_router
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from mwmbl.tinysearchengine import search
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from mwmbl.tinysearchengine.completer import Completer
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from mwmbl.tinysearchengine.indexer import TinyIndex, Document
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from mwmbl.tinysearchengine.rank import HeuristicRanker
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@ -21,7 +24,7 @@ def setup_args():
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return args
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def main():
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def run():
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"""Main entrypoint for tinysearchengine.
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* Parses CLI args
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@ -40,11 +43,22 @@ def main():
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ranker = HeuristicRanker(tiny_index, completer)
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# Initialize FastApi instance
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app = create_app.create(ranker)
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app = FastAPI()
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# Allow CORS requests from any site
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_headers=["*"],
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)
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search_router = search.create_router(ranker)
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app.include_router(search_router)
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app.include_router(crawler_router)
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# Initialize uvicorn server using global app instance and server config params
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uvicorn.run(app, host="0.0.0.0", port=8080)
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if __name__ == "__main__":
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main()
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run()
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@ -1,39 +0,0 @@
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import re
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from logging import getLogger
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from operator import itemgetter
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from pathlib import Path
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from urllib.parse import urlparse
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from fastapi import FastAPI
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from starlette.middleware.cors import CORSMiddleware
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from mwmbl.tinysearchengine.completer import Completer
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from mwmbl.tinysearchengine.hn_top_domains_filtered import DOMAINS
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from mwmbl.tinysearchengine.indexer import TinyIndex, Document
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from mwmbl.tinysearchengine.rank import HeuristicRanker
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logger = getLogger(__name__)
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SCORE_THRESHOLD = 0.25
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def create(ranker: HeuristicRanker):
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app = FastAPI()
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# Allow CORS requests from any site
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_headers=["*"],
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)
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@app.get("/search")
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def search(s: str):
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return ranker.search(s)
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@app.get("/complete")
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def complete(q: str):
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return ranker.complete(q)
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return app
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24
mwmbl/tinysearchengine/search.py
Normal file
24
mwmbl/tinysearchengine/search.py
Normal file
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@ -0,0 +1,24 @@
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from logging import getLogger
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from fastapi import APIRouter
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from mwmbl.tinysearchengine.rank import HeuristicRanker
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logger = getLogger(__name__)
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SCORE_THRESHOLD = 0.25
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|
||||
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
|
||||
599
poetry.lock
generated
599
poetry.lock
generated
|
|
@ -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 (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
|
||||
examples = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)"]
|
||||
tests = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "black (>=21.6b0)", "mypy (>=0.770)", "pyamg (>=4.0.0)"]
|
||||
benchmark = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "memory-profiler (>=0.57.0)"]
|
||||
docs = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.2.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
|
||||
examples = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)"]
|
||||
tests = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "black (>=22.3.0)", "mypy (>=0.770)", "pyamg (>=4.0.0)", "numpydoc (>=1.2.0)"]
|
||||
|
||||
[[package]]
|
||||
name = "scipy"
|
||||
version = "1.8.0"
|
||||
version = "1.8.1"
|
||||
description = "SciPy: Scientific Library for Python"
|
||||
category = "main"
|
||||
optional = false
|
||||
|
|
@ -652,7 +660,7 @@ python-versions = ">=3.5"
|
|||
|
||||
[[package]]
|
||||
name = "soupsieve"
|
||||
version = "2.3.1"
|
||||
version = "2.3.2.post1"
|
||||
description = "A modern CSS selector implementation for Beautiful Soup."
|
||||
category = "main"
|
||||
optional = true
|
||||
|
|
@ -719,7 +727,7 @@ python-versions = ">=3.6"
|
|||
|
||||
[[package]]
|
||||
name = "spacy-loggers"
|
||||
version = "1.0.1"
|
||||
version = "1.0.2"
|
||||
description = "Logging utilities for SpaCy"
|
||||
category = "main"
|
||||
optional = true
|
||||
|
|
@ -730,7 +738,7 @@ wasabi = ">=0.8.1,<1.1.0"
|
|||
|
||||
[[package]]
|
||||
name = "srsly"
|
||||
version = "2.4.2"
|
||||
version = "2.4.3"
|
||||
description = "Modern high-performance serialization utilities for Python"
|
||||
category = "main"
|
||||
optional = true
|
||||
|
|
@ -755,7 +763,7 @@ full = ["itsdangerous", "jinja2", "python-multipart", "pyyaml", "requests", "gra
|
|||
|
||||
[[package]]
|
||||
name = "thinc"
|
||||
version = "8.0.15"
|
||||
version = "8.0.17"
|
||||
description = "A refreshing functional take on deep learning, compatible with your favorite libraries"
|
||||
category = "main"
|
||||
optional = true
|
||||
|
|
@ -810,7 +818,7 @@ python-versions = ">=3.7"
|
|||
|
||||
[[package]]
|
||||
name = "tqdm"
|
||||
version = "4.63.0"
|
||||
version = "4.64.0"
|
||||
description = "Fast, Extensible Progress Meter"
|
||||
category = "main"
|
||||
optional = true
|
||||
|
|
@ -822,11 +830,12 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
|
|||
[package.extras]
|
||||
dev = ["py-make (>=0.1.0)", "twine", "wheel"]
|
||||
notebook = ["ipywidgets (>=6)"]
|
||||
slack = ["slack-sdk"]
|
||||
telegram = ["requests"]
|
||||
|
||||
[[package]]
|
||||
name = "typer"
|
||||
version = "0.4.0"
|
||||
version = "0.4.1"
|
||||
description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
|
||||
category = "main"
|
||||
optional = true
|
||||
|
|
@ -838,16 +847,16 @@ 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)"]
|
||||
doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mdx-include (>=1.4.1,<2.0.0)"]
|
||||
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 (>=22.3.0,<23.0.0)", "isort (>=5.0.6,<6.0.0)"]
|
||||
|
||||
[[package]]
|
||||
name = "typing-extensions"
|
||||
version = "4.1.1"
|
||||
description = "Backported and Experimental Type Hints for Python 3.6+"
|
||||
version = "4.2.0"
|
||||
description = "Backported and Experimental Type Hints for Python 3.7+"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.6"
|
||||
python-versions = ">=3.7"
|
||||
|
||||
[[package]]
|
||||
name = "ujson"
|
||||
|
|
@ -899,7 +908,7 @@ six = "*"
|
|||
|
||||
[[package]]
|
||||
name = "wasabi"
|
||||
version = "0.9.0"
|
||||
version = "0.9.1"
|
||||
description = "A lightweight console printing and formatting toolkit"
|
||||
category = "main"
|
||||
optional = true
|
||||
|
|
@ -920,21 +929,21 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\
|
|||
cffi = ["cffi (>=1.11)"]
|
||||
|
||||
[extras]
|
||||
indexer = ["botocore", "boto3", "ujson", "warcio", "idna", "beautifulsoup4", "lxml", "jusText", "langdetect", "pyarrow", "pyspark", "Levenshtein", "spacy", "en-core-web-sm"]
|
||||
indexer = ["boto3", "ujson", "warcio", "idna", "beautifulsoup4", "lxml", "jusText", "langdetect", "pyarrow", "pyspark", "Levenshtein", "spacy", "en-core-web-sm"]
|
||||
|
||||
[metadata]
|
||||
lock-version = "1.1"
|
||||
python-versions = ">=3.10,<3.11"
|
||||
content-hash = "82ce3efb1f7108ff006f0db654d1e070429dad98eb0648731effb15533d0ffed"
|
||||
content-hash = "e9fd2b7a725d4d7d6fd161e112310dee12d1ee0cf7abdfd799ac9af234c4e2db"
|
||||
|
||||
[metadata.files]
|
||||
anyio = [
|
||||
{file = "anyio-3.5.0-py3-none-any.whl", hash = "sha256:b5fa16c5ff93fa1046f2eeb5bbff2dad4d3514d6cda61d02816dba34fa8c3c2e"},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
asgiref = [
|
||||
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|
||||
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|
||||
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|
||||
{file = "asgiref-3.5.2.tar.gz", hash = "sha256:4a29362a6acebe09bf1d6640db38c1dc3d9217c68e6f9f6204d72667fc19a424"},
|
||||
]
|
||||
atomicwrites = [
|
||||
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|
||||
|
|
@ -949,38 +958,41 @@ beautifulsoup4 = [
|
|||
{file = "beautifulsoup4-4.10.0.tar.gz", hash = "sha256:c23ad23c521d818955a4151a67d81580319d4bf548d3d49f4223ae041ff98891"},
|
||||
]
|
||||
blis = [
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
{file = "blis-0.7.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:762714b1d6901d628c53a11072db932aeeb01b6df2a394ec240f0a051e4e8e8e"},
|
||||
{file = "blis-0.7.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:43789dc60d81692d5db4978d3eba1c9fa02e4d1e9eadad11000244609d924521"},
|
||||
{file = "blis-0.7.6-cp39-cp39-win_amd64.whl", hash = "sha256:6eb5553a9905bbc63eebeba4bf555bbabb47d029aaed8b0a4f0490a199dccba7"},
|
||||
{file = "blis-0.7.6.tar.gz", hash = "sha256:fe97b10f68a1c7b54c0e54beada84e18f4efb68dd40c906fb8748f5114743ec6"},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
{file = "blis-0.7.7-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:1667db8439d9ca41c0c1f0ea954d87462be01b125436c4b264f73603c9fb4e82"},
|
||||
{file = "blis-0.7.7-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3e024f103522e72a27019cfcfe14569522a394f5d651565560a18040fdd69a6c"},
|
||||
{file = "blis-0.7.7-cp36-cp36m-win_amd64.whl", hash = "sha256:64bef63b1abd5b41819ea53897bdbc03c631a59c1757a9393e6ae0828692f31c"},
|
||||
{file = "blis-0.7.7-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:cfb7d730fef706f3ea4389196ce5f610f24cc83f828c498a275c12f05f0cf5c4"},
|
||||
{file = "blis-0.7.7-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:148f59a0a47a38ce82e3afc50c709494d5e5a494bef28ce1519c7a17346c645b"},
|
||||
{file = "blis-0.7.7-cp37-cp37m-win_amd64.whl", hash = "sha256:a0183760604b14e8eb671a431d06606594def03c36aaaa2a2e7b7f88382dac76"},
|
||||
{file = "blis-0.7.7-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:680480dfa16b354f2e4d584edb8d36f0505ed8df12939beee2d161aea7bb3609"},
|
||||
{file = "blis-0.7.7-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b1e0567cde024e6ef677fe825d934baa7362cd71450c98e5198538026a86e896"},
|
||||
{file = "blis-0.7.7-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4a48eeaa506f176bcac306378f5e8063697c93e26d2418fcbe053e8912019090"},
|
||||
{file = "blis-0.7.7-cp38-cp38-win_amd64.whl", hash = "sha256:7865e39cac4e10506afc49213938fb7e13bf73ca980c9c20ffad2de4ef858f43"},
|
||||
{file = "blis-0.7.7-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:76d13dbcd648ca33dfc83569bb219d0696e4f6e5ad00b9f538332a3bdb28ff30"},
|
||||
{file = "blis-0.7.7-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:929a6e70b800f9df505f08ed3e863bf5fd0a209aed45fb38a0fd2b8342c04981"},
|
||||
{file = "blis-0.7.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e22145110864bcffb1d52cb57050b67b8a8ecd43c7c0a1ac0bcdb2c85c8bf416"},
|
||||
{file = "blis-0.7.7-cp39-cp39-win_amd64.whl", hash = "sha256:d6055ced65d6581ab4f1da0d3f6ec14c60512474c5c9b3210c9f30dd7dd1447d"},
|
||||
{file = "blis-0.7.7.tar.gz", hash = "sha256:5d4a81f9438db7a19ac8e64ad41331f65a659ea8f3bb1889a9c2088cfd9fe104"},
|
||||
]
|
||||
boto3 = [
|
||||
{file = "boto3-1.20.20-py3-none-any.whl", hash = "sha256:6c173ffaf0604e34d6865edf7a9a71e1b3e79bd441b8b465ca4b2d44f840806d"},
|
||||
{file = "boto3-1.20.20.tar.gz", hash = "sha256:2c5377b6ab74eeccccd16f0f21537ede87b05c8322b0ccc852a68f36ea6c16c9"},
|
||||
{file = "boto3-1.24.10-py3-none-any.whl", hash = "sha256:32ffc0fd50408acc710cf5ce40037aa3c14926d6e3f6fbf61ed5990fb63cd881"},
|
||||
{file = "boto3-1.24.10.tar.gz", hash = "sha256:88fd816274d4b64bcf90889441d4efa5f16a0048ed670bc33cbd0f5a678313a6"},
|
||||
]
|
||||
botocore = [
|
||||
{file = "botocore-1.23.20-py3-none-any.whl", hash = "sha256:98275e47c941cada6507089ecfe91e420972209b1deeceaf55a89ea50d046347"},
|
||||
{file = "botocore-1.23.20.tar.gz", hash = "sha256:22e1c7b4b2b8b11d7001ca5ef2b41bda9a8be46fb3cb994a2948462666ac5ef1"},
|
||||
{file = "botocore-1.27.10-py3-none-any.whl", hash = "sha256:24ec42b4f29a50f7ef78f9f863c3c25e00f65b5a48db669c8068457789a90803"},
|
||||
{file = "botocore-1.27.10.tar.gz", hash = "sha256:b39da97452c9e2c856e7778d8c908252394da81e2e5792f1d4cb0ece4ce1043a"},
|
||||
]
|
||||
catalogue = [
|
||||
{file = "catalogue-2.0.6-py3-none-any.whl", hash = "sha256:34ebb5cd2b98f7fa7421fa0eead3b84e577243532509b3fa8cd04abcc9f61d3c"},
|
||||
{file = "catalogue-2.0.6.tar.gz", hash = "sha256:336a35603f447167042ef504114d6befa46688f03f4c14dabdc633a44587b245"},
|
||||
{file = "catalogue-2.0.7-py3-none-any.whl", hash = "sha256:cab4feda641fe05da1e6a1a9d123b0869d5ca324dcd93d4a5c384408ab62e7fb"},
|
||||
{file = "catalogue-2.0.7.tar.gz", hash = "sha256:535d33ae79ebd21ca298551d85da186ae8b8e1df36b0fb0246da774163ec2d6b"},
|
||||
]
|
||||
certifi = [
|
||||
{file = "certifi-2021.10.8-py2.py3-none-any.whl", hash = "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"},
|
||||
{file = "certifi-2021.10.8.tar.gz", hash = "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872"},
|
||||
{file = "certifi-2022.6.15-py3-none-any.whl", hash = "sha256:fe86415d55e84719d75f8b69414f6438ac3547d2078ab91b67e779ef69378412"},
|
||||
{file = "certifi-2022.6.15.tar.gz", hash = "sha256:84c85a9078b11105f04f3036a9482ae10e4621616db313fe045dd24743a0820d"},
|
||||
]
|
||||
cffi = [
|
||||
{file = "cffi-1.15.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:c2502a1a03b6312837279c8c1bd3ebedf6c12c4228ddbad40912d671ccc8a962"},
|
||||
|
|
@ -1039,12 +1051,12 @@ charset-normalizer = [
|
|||
{file = "charset_normalizer-2.0.12-py3-none-any.whl", hash = "sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df"},
|
||||
]
|
||||
click = [
|
||||
{file = "click-8.0.4-py3-none-any.whl", hash = "sha256:6a7a62563bbfabfda3a38f3023a1db4a35978c0abd76f6c9605ecd6554d6d9b1"},
|
||||
{file = "click-8.0.4.tar.gz", hash = "sha256:8458d7b1287c5fb128c90e23381cf99dcde74beaf6c7ff6384ce84d6fe090adb"},
|
||||
{file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
|
||||
{file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
|
||||
]
|
||||
colorama = [
|
||||
{file = "colorama-0.4.4-py2.py3-none-any.whl", hash = "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"},
|
||||
{file = "colorama-0.4.4.tar.gz", hash = "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b"},
|
||||
{file = "colorama-0.4.5-py2.py3-none-any.whl", hash = "sha256:854bf444933e37f5824ae7bfc1e98d5bce2ebe4160d46b5edf346a89358e99da"},
|
||||
{file = "colorama-0.4.5.tar.gz", hash = "sha256:e6c6b4334fc50988a639d9b98aa429a0b57da6e17b9a44f0451f930b6967b7a4"},
|
||||
]
|
||||
cymem = [
|
||||
{file = "cymem-2.0.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:700540b68e96a7056d0691d467df2bbaaf0934a3e6fe2383669998cbee19580a"},
|
||||
|
|
@ -1082,12 +1094,12 @@ iniconfig = [
|
|||
{file = "iniconfig-1.1.1.tar.gz", hash = "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"},
|
||||
]
|
||||
jinja2 = [
|
||||
{file = "Jinja2-3.0.3-py3-none-any.whl", hash = "sha256:077ce6014f7b40d03b47d1f1ca4b0fc8328a692bd284016f806ed0eaca390ad8"},
|
||||
{file = "Jinja2-3.0.3.tar.gz", hash = "sha256:611bb273cd68f3b993fabdc4064fc858c5b47a973cb5aa7999ec1ba405c87cd7"},
|
||||
{file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
|
||||
{file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
|
||||
]
|
||||
jmespath = [
|
||||
{file = "jmespath-0.10.0-py2.py3-none-any.whl", hash = "sha256:cdf6525904cc597730141d61b36f2e4b8ecc257c420fa2f4549bac2c2d0cb72f"},
|
||||
{file = "jmespath-0.10.0.tar.gz", hash = "sha256:b85d0567b8666149a93172712e68920734333c0ce7e89b78b3e987f71e5ed4f9"},
|
||||
{file = "jmespath-1.0.0-py3-none-any.whl", hash = "sha256:e8dcd576ed616f14ec02eed0005c85973b5890083313860136657e24784e4c04"},
|
||||
{file = "jmespath-1.0.0.tar.gz", hash = "sha256:a490e280edd1f57d6de88636992d05b71e97d69a26a19f058ecf7d304474bf5e"},
|
||||
]
|
||||
joblib = [
|
||||
{file = "joblib-1.1.0-py2.py3-none-any.whl", hash = "sha256:f21f109b3c7ff9d95f8387f752d0d9c34a02aa2f7060c2135f465da0e5160ff6"},
|
||||
|
|
@ -1292,71 +1304,76 @@ mmh3 = [
|
|||
{file = "mmh3-3.0.0.tar.gz", hash = "sha256:d1ec578c09a07d3518ec9be540b87546397fa3455de73c166fcce51eaa5c41c5"},
|
||||
]
|
||||
murmurhash = [
|
||||
{file = "murmurhash-1.0.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1431d817e1fff1ed35f8dc54dd5b4d70165ec98076de8aca351805f8037293f3"},
|
||||
{file = "murmurhash-1.0.6-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5c7b8cc4a8db1c821b80f8ca70a25c3166b14d68ecef8693a117c6a0b1d74ace"},
|
||||
{file = "murmurhash-1.0.6-cp310-cp310-win_amd64.whl", hash = "sha256:e40790fdaf65213d70da4ed9229f16f6d6376310dc8fc23eacc98e6151c6ae7e"},
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{file = "psycopg2_binary-2.9.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:99485cab9ba0fa9b84f1f9e1fef106f44a46ef6afdeec8885e0b88d0772b49e8"},
|
||||
{file = "psycopg2_binary-2.9.3-cp39-cp39-win32.whl", hash = "sha256:46f0e0a6b5fa5851bbd9ab1bc805eef362d3a230fbdfbc209f4a236d0a7a990d"},
|
||||
{file = "psycopg2_binary-2.9.3-cp39-cp39-win_amd64.whl", hash = "sha256:accfe7e982411da3178ec690baaceaad3c278652998b2c45828aaac66cd8285f"},
|
||||
]
|
||||
py = [
|
||||
{file = "py-1.11.0-py2.py3-none-any.whl", hash = "sha256:607c53218732647dff4acdfcd50cb62615cedf612e72d1724fb1a0cc6405b378"},
|
||||
{file = "py-1.11.0.tar.gz", hash = "sha256:51c75c4126074b472f746a24399ad32f6053d1b34b68d2fa41e558e6f4a98719"},
|
||||
|
|
@ -1459,15 +1534,15 @@ pydantic = [
|
|||
{file = "pydantic-1.8.2.tar.gz", hash = "sha256:26464e57ccaafe72b7ad156fdaa4e9b9ef051f69e175dbbb463283000c05ab7b"},
|
||||
]
|
||||
pyparsing = [
|
||||
{file = "pyparsing-3.0.7-py3-none-any.whl", hash = "sha256:a6c06a88f252e6c322f65faf8f418b16213b51bdfaece0524c1c1bc30c63c484"},
|
||||
{file = "pyparsing-3.0.7.tar.gz", hash = "sha256:18ee9022775d270c55187733956460083db60b37d0d0fb357445f3094eed3eea"},
|
||||
{file = "pyparsing-3.0.9-py3-none-any.whl", hash = "sha256:5026bae9a10eeaefb61dab2f09052b9f4307d44aee4eda64b309723d8d206bbc"},
|
||||
{file = "pyparsing-3.0.9.tar.gz", hash = "sha256:2b020ecf7d21b687f219b71ecad3631f644a47f01403fa1d1036b0c6416d70fb"},
|
||||
]
|
||||
pyspark = [
|
||||
{file = "pyspark-3.2.0.tar.gz", hash = "sha256:bfea06179edbfb4bc76a0f470bd3c38e12f00e1023e3ad0373558d07cff102ab"},
|
||||
]
|
||||
pytest = [
|
||||
{file = "pytest-7.1.1-py3-none-any.whl", hash = "sha256:92f723789a8fdd7180b6b06483874feca4c48a5c76968e03bb3e7f806a1869ea"},
|
||||
{file = "pytest-7.1.1.tar.gz", hash = "sha256:841132caef6b1ad17a9afde46dc4f6cfa59a05f9555aae5151f73bdf2820ca63"},
|
||||
{file = "pytest-7.1.2-py3-none-any.whl", hash = "sha256:13d0e3ccfc2b6e26be000cb6568c832ba67ba32e719443bfe725814d3c42433c"},
|
||||
{file = "pytest-7.1.2.tar.gz", hash = "sha256:a06a0425453864a270bc45e71f783330a7428defb4230fb5e6a731fde06ecd45"},
|
||||
]
|
||||
python-dateutil = [
|
||||
{file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
|
||||
|
|
@ -1569,71 +1644,57 @@ rapidfuzz = [
|
|||
{file = "rapidfuzz-1.8.3.tar.gz", hash = "sha256:e85fa8110dc1271b7f193f225e5c6c63be81c3cf1a48648d01ed5d55955fbc4c"},
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||||
]
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||||
requests = [
|
||||
{file = "requests-2.27.1-py2.py3-none-any.whl", hash = "sha256:f22fa1e554c9ddfd16e6e41ac79759e17be9e492b3587efa038054674760e72d"},
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{file = "requests-2.27.1.tar.gz", hash = "sha256:68d7c56fd5a8999887728ef304a6d12edc7be74f1cfa47714fc8b414525c9a61"},
|
||||
{file = "requests-2.28.0-py3-none-any.whl", hash = "sha256:bc7861137fbce630f17b03d3ad02ad0bf978c844f3536d0edda6499dafce2b6f"},
|
||||
{file = "requests-2.28.0.tar.gz", hash = "sha256:d568723a7ebd25875d8d1eaf5dfa068cd2fc8194b2e483d7b1f7c81918dbec6b"},
|
||||
]
|
||||
s3transfer = [
|
||||
{file = "s3transfer-0.5.2-py3-none-any.whl", hash = "sha256:7a6f4c4d1fdb9a2b640244008e142cbc2cd3ae34b386584ef044dd0f27101971"},
|
||||
{file = "s3transfer-0.5.2.tar.gz", hash = "sha256:95c58c194ce657a5f4fb0b9e60a84968c808888aed628cd98ab8771fe1db98ed"},
|
||||
{file = "s3transfer-0.6.0-py3-none-any.whl", hash = "sha256:06176b74f3a15f61f1b4f25a1fc29a4429040b7647133a463da8fa5bd28d5ecd"},
|
||||
{file = "s3transfer-0.6.0.tar.gz", hash = "sha256:2ed07d3866f523cc561bf4a00fc5535827981b117dd7876f036b0c1aca42c947"},
|
||||
]
|
||||
scikit-learn = [
|
||||
{file = "scikit-learn-1.0.2.tar.gz", hash = "sha256:b5870959a5484b614f26d31ca4c17524b1b0317522199dc985c3b4256e030767"},
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||||
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||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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|
||||
scipy = [
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||||
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@ -1648,8 +1709,8 @@ sniffio = [
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@ -1674,48 +1735,54 @@ spacy-legacy = [
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|
||||
{file = "thinc-8.0.15-cp37-cp37m-win_amd64.whl", hash = "sha256:f9ba4e4dac98e166950e004c87a0f57b8f8796ecd0e3b6973beb6febc20257ff"},
|
||||
{file = "thinc-8.0.15-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:489521ca3cca469d67432fc30f14c7c13c17320b179bf8e362319313feaafbb7"},
|
||||
{file = "thinc-8.0.15-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8ddda1aa1432eef8bab5c83e4cf2020f1ed891771a6dd86729f1aa6078f25f2c"},
|
||||
{file = "thinc-8.0.15-cp38-cp38-win_amd64.whl", hash = "sha256:70781a0802fbb62a27217ccb80e744e80a5b43f9107ac596c5cd2dc9878ae258"},
|
||||
{file = "thinc-8.0.15-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:a1f19dd9a7121d332d16446db39b4999abb4f040ce7c71bc86ea05664c86d361"},
|
||||
{file = "thinc-8.0.15-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ecd8eab82598b079e901f16567818dc955481326c01d84b819c3c05801b97e07"},
|
||||
{file = "thinc-8.0.15-cp39-cp39-win_amd64.whl", hash = "sha256:5d98e6b3bf220c1068442d09d7c34dd8e52bbdfa43ea32f773747c5909a1c011"},
|
||||
{file = "thinc-8.0.15.tar.gz", hash = "sha256:2e315020da85c3791e191fbf37c4a2433f57cf322e27380da0cd4de99d96053b"},
|
||||
{file = "thinc-8.0.17-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9c42240d19bf7f02837fb5fe395c19b8e7ae8b5539dec7d4373555e1c940ab49"},
|
||||
{file = "thinc-8.0.17-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cc074a16876ec3eaf765ac0178adf891dc1c4eda33e9e02906a027bf51b78141"},
|
||||
{file = "thinc-8.0.17-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2d1b481a2c88796988ac6a2c755059aace586d2494bb186f709aa3981ead96b2"},
|
||||
{file = "thinc-8.0.17-cp310-cp310-win_amd64.whl", hash = "sha256:fd2d49a80a6c95be4eb0f8370a22eef903ecad10b65762d39c9b192abf905f7c"},
|
||||
{file = "thinc-8.0.17-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:d6657b0e2978f0ab8c75cb8180856ebbbaf7f52d97351ad5f59988b5da5b6b1e"},
|
||||
{file = "thinc-8.0.17-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e2821a820e47edfe098901dd1be60b8321c5b15e5132d47b48f0b8225115054c"},
|
||||
{file = "thinc-8.0.17-cp36-cp36m-win_amd64.whl", hash = "sha256:cfd8cc5df9652e746d708f7d9e1aaaf4fe6ce0d66d66ad267c170c92e8b8ef45"},
|
||||
{file = "thinc-8.0.17-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:b104ff10bb968d1625b9a81ef56f947a25e24b46069bbaf35fc3ea4562c92cbc"},
|
||||
{file = "thinc-8.0.17-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f86b8ee3c2605f0de9925dd6f0fc2c1c2392c8ca4fbc93511eee97299c09260"},
|
||||
{file = "thinc-8.0.17-cp37-cp37m-win_amd64.whl", hash = "sha256:3eb3e5c897cbd5501048666ef30e4fac5921941b735a91e6803a7cf714dacd92"},
|
||||
{file = "thinc-8.0.17-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:73d454210e9cf11537887635ddeea4b2aad607886a6d4360524df10d57ff8272"},
|
||||
{file = "thinc-8.0.17-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:55780308cae6119c75a7b6cfee154fded0a03692858c308032151151b37d1571"},
|
||||
{file = "thinc-8.0.17-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d2bcf5db534e237b23513965f3d542a6f261370a1946e1c7252bc8134086085f"},
|
||||
{file = "thinc-8.0.17-cp38-cp38-win_amd64.whl", hash = "sha256:d4275d9cd382707dd1a340cb4e8fba550a3fbff0b000abc1c413825837f55a60"},
|
||||
{file = "thinc-8.0.17-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:515e86cead73d42828db140efa36f6e1b826ac4401426236aa9fca5eb3e6f068"},
|
||||
{file = "thinc-8.0.17-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c4a6e7e4c00ae560b799d269e7cf2b87379eaf15350a312405d93bd8c7076ce8"},
|
||||
{file = "thinc-8.0.17-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4737feae51aef428f2b7be03cabc28d4e4116968ec1419cf0508c460ee8a059d"},
|
||||
{file = "thinc-8.0.17-cp39-cp39-win_amd64.whl", hash = "sha256:eba973fe229e7fa86b99f2c5e2724f7f19040ac75a8ef7c8b23b434dac1eadea"},
|
||||
{file = "thinc-8.0.17.tar.gz", hash = "sha256:042c518aa799a38bec22a7a0bf28df80ce617eb7de32bc049798707c0a36167f"},
|
||||
]
|
||||
threadpoolctl = [
|
||||
{file = "threadpoolctl-3.1.0-py3-none-any.whl", hash = "sha256:8b99adda265feb6773280df41eece7b2e6561b772d21ffd52e372f999024907b"},
|
||||
|
|
@ -1726,16 +1793,16 @@ tomli = [
|
|||
{file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
|
||||
]
|
||||
tqdm = [
|
||||
{file = "tqdm-4.63.0-py2.py3-none-any.whl", hash = "sha256:e643e071046f17139dea55b880dc9b33822ce21613b4a4f5ea57f202833dbc29"},
|
||||
{file = "tqdm-4.63.0.tar.gz", hash = "sha256:1d9835ede8e394bb8c9dcbffbca02d717217113adc679236873eeaac5bc0b3cd"},
|
||||
{file = "tqdm-4.64.0-py2.py3-none-any.whl", hash = "sha256:74a2cdefe14d11442cedf3ba4e21a3b84ff9a2dbdc6cfae2c34addb2a14a5ea6"},
|
||||
{file = "tqdm-4.64.0.tar.gz", hash = "sha256:40be55d30e200777a307a7585aee69e4eabb46b4ec6a4b4a5f2d9f11e7d5408d"},
|
||||
]
|
||||
typer = [
|
||||
{file = "typer-0.4.0-py3-none-any.whl", hash = "sha256:d81169725140423d072df464cad1ff25ee154ef381aaf5b8225352ea187ca338"},
|
||||
{file = "typer-0.4.0.tar.gz", hash = "sha256:63c3aeab0549750ffe40da79a1b524f60e08a2cbc3126c520ebf2eeaf507f5dd"},
|
||||
{file = "typer-0.4.1-py3-none-any.whl", hash = "sha256:e8467f0ebac0c81366c2168d6ad9f888efdfb6d4e1d3d5b4a004f46fa444b5c3"},
|
||||
{file = "typer-0.4.1.tar.gz", hash = "sha256:5646aef0d936b2c761a10393f0384ee6b5c7fe0bb3e5cd710b17134ca1d99cff"},
|
||||
]
|
||||
typing-extensions = [
|
||||
{file = "typing_extensions-4.1.1-py3-none-any.whl", hash = "sha256:21c85e0fe4b9a155d0799430b0ad741cdce7e359660ccbd8b530613e8df88ce2"},
|
||||
{file = "typing_extensions-4.1.1.tar.gz", hash = "sha256:1a9462dcc3347a79b1f1c0271fbe79e844580bb598bafa1ed208b94da3cdcd42"},
|
||||
{file = "typing_extensions-4.2.0-py3-none-any.whl", hash = "sha256:6657594ee297170d19f67d55c05852a874e7eb634f4f753dbd667855e07c1708"},
|
||||
{file = "typing_extensions-4.2.0.tar.gz", hash = "sha256:f1c24655a0da0d1b67f07e17a5e6b2a105894e6824b92096378bb3668ef02376"},
|
||||
]
|
||||
ujson = [
|
||||
{file = "ujson-4.3.0-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:3609e0514f6f721c6c9818b9374ec91b994e59fb193af2f924ca3f2f32009f1c"},
|
||||
|
|
@ -1796,8 +1863,8 @@ warcio = [
|
|||
{file = "warcio-1.7.4.tar.gz", hash = "sha256:e1889dad9ecac654de5b0973247f335a55827b1b14a8203772d18c749143ea51"},
|
||||
]
|
||||
wasabi = [
|
||||
{file = "wasabi-0.9.0-py3-none-any.whl", hash = "sha256:f40f317981d019903db5b69eb2bf78519c9e165c1dfdbd0452e4ca81ff9a31d2"},
|
||||
{file = "wasabi-0.9.0.tar.gz", hash = "sha256:152245d892030a3a7b511038e9472acff6d0e237cfe4123fef0d147f2d3274fc"},
|
||||
{file = "wasabi-0.9.1-py3-none-any.whl", hash = "sha256:217edcb2850993c7931399e7419afccde13539d589e333bc85f9053cf0bb1772"},
|
||||
{file = "wasabi-0.9.1.tar.gz", hash = "sha256:ada6f13e9b70ef26bf95fad0febdfdebe2005e29a08ad58f4bbae383a97298cf"},
|
||||
]
|
||||
zstandard = [
|
||||
{file = "zstandard-0.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:eba125d3899f2003debf97019cd6f46f841a405df067da23d11443ad17952a40"},
|
||||
|
|
|
|||
|
|
@ -14,11 +14,10 @@ mmh3 = "^3.0.0"
|
|||
fastapi = "^0.70.1"
|
||||
uvicorn = "^0.16.0"
|
||||
pyyaml = "==6.0"
|
||||
boto3 = "^1.20.37"
|
||||
|
||||
# Optional dependencies do 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]
|
||||
|
|
|
|||
Loading…
Reference in a new issue