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Scrapling/scrapling/core/storage_adaptors.py
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Karim shoair 145c03daff Big structure changes (check commit description)
- Moved most of the parser functions/files to the core package.
- Converted tools file to a package and made separate files for similar functions.
- Now all fetcher engines return a Response object
- Instead of selecting an engine to use and passing config to it, we have separate fetcher classes so the user can choose what to use while importing.
- I added a new custom fetcher so the user can create and use an engine.
- More...
2024-11-03 01:04:02 +02:00

150 lines
6.1 KiB
Python

import orjson
import sqlite3
import logging
import threading
from hashlib import sha256
from abc import ABC, abstractmethod
from scrapling.core._types import Dict, Optional, Union
from scrapling.core.utils import _StorageTools, cache
from lxml import html
from tldextract import extract as tld
class StorageSystemMixin(ABC):
# If you want to make your own storage system, you have to inherit from this
def __init__(self, url: Union[str, None] = None):
"""
:param url: URL of the website we are working on to separate it from other websites data
"""
self.url = url
@cache(None, typed=True)
def _get_base_url(self, default_value: str = 'default') -> str:
if not self.url or type(self.url) is not str:
return default_value
try:
extracted = tld(self.url)
return extracted.registered_domain or extracted.domain or default_value
except AttributeError:
return default_value
@abstractmethod
def save(self, element: html.HtmlElement, identifier: str) -> None:
"""Saves the element's unique properties to the storage for retrieval and relocation later
:param element: The element itself that we want to save to storage.
:param identifier: This is the identifier that will be used to retrieve the element later from the storage. See
the docs for more info.
"""
raise NotImplementedError('Storage system must implement `save` method')
@abstractmethod
def retrieve(self, identifier: str) -> Optional[Dict]:
"""Using the identifier, we search the storage and return the unique properties of the element
:param identifier: This is the identifier that will be used to retrieve the element from the storage. See
the docs for more info.
:return: A dictionary of the unique properties
"""
raise NotImplementedError('Storage system must implement `save` method')
@staticmethod
@cache(None, typed=True)
def _get_hash(identifier: str) -> str:
"""If you want to hash identifier in your storage system, use this safer"""
identifier = identifier.lower().strip()
if isinstance(identifier, str):
# Hash functions have to take bytes
identifier = identifier.encode('utf-8')
hash_value = sha256(identifier).hexdigest()
return f"{hash_value}_{len(identifier)}" # Length to reduce collision chance
@cache(None, typed=True)
class SQLiteStorageSystem(StorageSystemMixin):
"""The recommended system to use, it's race condition safe and thread safe.
Mainly built so the library can run in threaded frameworks like scrapy or threaded tools
> It's optimized for threaded applications but running it without threads shouldn't make it slow."""
def __init__(self, storage_file: str, url: Union[str, None] = None):
"""
:param storage_file: File to be used to store elements
:param url: URL of the website we are working on to separate it from other websites data
"""
super().__init__(url)
self.storage_file = storage_file
# We use a threading.Lock to ensure thread-safety instead of relying on thread-local storage.
self.lock = threading.Lock()
# >SQLite default mode in earlier version is 1 not 2 (1=thread-safe 2=serialized)
# `check_same_thread=False` to allow it to be used across different threads.
self.connection = sqlite3.connect(self.storage_file, check_same_thread=False)
# WAL (Write-Ahead Logging) allows for better concurrency.
self.connection.execute("PRAGMA journal_mode=WAL")
self.cursor = self.connection.cursor()
self._setup_database()
logging.debug(
f'Storage system loaded with arguments (storage_file="{storage_file}", url="{url}")'
)
def _setup_database(self) -> None:
self.cursor.execute("""
CREATE TABLE IF NOT EXISTS storage (
id INTEGER PRIMARY KEY,
url TEXT,
identifier TEXT,
element_data TEXT,
UNIQUE (url, identifier)
)
""")
self.connection.commit()
def save(self, element: html.HtmlElement, identifier: str):
"""Saves the elements unique properties to the storage for retrieval and relocation later
:param element: The element itself that we want to save to storage.
:param identifier: This is the identifier that will be used to retrieve the element later from the storage. See
the docs for more info.
"""
url = self._get_base_url()
element_data = _StorageTools.element_to_dict(element)
with self.lock:
self.cursor.execute("""
INSERT OR REPLACE INTO storage (url, identifier, element_data)
VALUES (?, ?, ?)
""", (url, identifier, orjson.dumps(element_data)))
self.cursor.fetchall()
self.connection.commit()
def retrieve(self, identifier: str) -> Optional[Dict]:
"""Using the identifier, we search the storage and return the unique properties of the element
:param identifier: This is the identifier that will be used to retrieve the element from the storage. See
the docs for more info.
:return: A dictionary of the unique properties
"""
url = self._get_base_url()
with self.lock:
self.cursor.execute(
"SELECT element_data FROM storage WHERE url = ? AND identifier = ?",
(url, identifier)
)
result = self.cursor.fetchone()
if result:
return orjson.loads(result[0])
return None
def close(self):
"""Close all connections, will be useful when with some things like scrapy Spider.closed() function/signal"""
with self.lock:
self.connection.commit()
self.cursor.close()
self.connection.close()
def __del__(self):
"""To ensure all connections are closed when the object is destroyed."""
self.close()