149 lines
6.1 KiB
Python
149 lines
6.1 KiB
Python
import sqlite3
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import threading
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from abc import ABC, abstractmethod
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from hashlib import sha256
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import orjson
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from lxml import html
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from tldextract import extract as tld
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from scrapling.core._types import Dict, Optional, Union
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from scrapling.core.utils import _StorageTools, log, lru_cache
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class StorageSystemMixin(ABC):
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# If you want to make your own storage system, you have to inherit from this
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def __init__(self, url: Union[str, None] = None):
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"""
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:param url: URL of the website we are working on to separate it from other websites data
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"""
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self.url = url
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@lru_cache(64, typed=True)
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def _get_base_url(self, default_value: str = 'default') -> str:
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if not self.url or type(self.url) is not str:
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return default_value
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try:
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extracted = tld(self.url)
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return extracted.registered_domain or extracted.domain or default_value
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except AttributeError:
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return default_value
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@abstractmethod
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def save(self, element: html.HtmlElement, identifier: str) -> None:
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"""Saves the element's unique properties to the storage for retrieval and relocation later
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:param element: The element itself that we want to save to storage.
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:param identifier: This is the identifier that will be used to retrieve the element later from the storage. See
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the docs for more info.
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"""
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raise NotImplementedError('Storage system must implement `save` method')
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@abstractmethod
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def retrieve(self, identifier: str) -> Optional[Dict]:
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"""Using the identifier, we search the storage and return the unique properties of the element
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:param identifier: This is the identifier that will be used to retrieve the element from the storage. See
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the docs for more info.
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:return: A dictionary of the unique properties
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"""
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raise NotImplementedError('Storage system must implement `save` method')
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@staticmethod
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@lru_cache(128, typed=True)
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def _get_hash(identifier: str) -> str:
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"""If you want to hash identifier in your storage system, use this safer"""
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identifier = identifier.lower().strip()
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if isinstance(identifier, str):
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# Hash functions have to take bytes
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identifier = identifier.encode('utf-8')
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hash_value = sha256(identifier).hexdigest()
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return f"{hash_value}_{len(identifier)}" # Length to reduce collision chance
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@lru_cache(1, typed=True)
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class SQLiteStorageSystem(StorageSystemMixin):
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"""The recommended system to use, it's race condition safe and thread safe.
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Mainly built so the library can run in threaded frameworks like scrapy or threaded tools
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> It's optimized for threaded applications but running it without threads shouldn't make it slow."""
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def __init__(self, storage_file: str, url: Union[str, None] = None):
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"""
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:param storage_file: File to be used to store elements
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:param url: URL of the website we are working on to separate it from other websites data
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"""
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super().__init__(url)
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self.storage_file = storage_file
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# We use a threading.Lock to ensure thread-safety instead of relying on thread-local storage.
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self.lock = threading.Lock()
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# >SQLite default mode in earlier version is 1 not 2 (1=thread-safe 2=serialized)
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# `check_same_thread=False` to allow it to be used across different threads.
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self.connection = sqlite3.connect(self.storage_file, check_same_thread=False)
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# WAL (Write-Ahead Logging) allows for better concurrency.
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self.connection.execute("PRAGMA journal_mode=WAL")
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self.cursor = self.connection.cursor()
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self._setup_database()
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log.debug(
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f'Storage system loaded with arguments (storage_file="{storage_file}", url="{url}")'
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)
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def _setup_database(self) -> None:
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self.cursor.execute("""
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CREATE TABLE IF NOT EXISTS storage (
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id INTEGER PRIMARY KEY,
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url TEXT,
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identifier TEXT,
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element_data TEXT,
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UNIQUE (url, identifier)
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)
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""")
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self.connection.commit()
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def save(self, element: html.HtmlElement, identifier: str):
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"""Saves the elements unique properties to the storage for retrieval and relocation later
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:param element: The element itself that we want to save to storage.
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:param identifier: This is the identifier that will be used to retrieve the element later from the storage. See
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the docs for more info.
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"""
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url = self._get_base_url()
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element_data = _StorageTools.element_to_dict(element)
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with self.lock:
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self.cursor.execute("""
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INSERT OR REPLACE INTO storage (url, identifier, element_data)
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VALUES (?, ?, ?)
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""", (url, identifier, orjson.dumps(element_data)))
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self.cursor.fetchall()
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self.connection.commit()
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def retrieve(self, identifier: str) -> Optional[Dict]:
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"""Using the identifier, we search the storage and return the unique properties of the element
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:param identifier: This is the identifier that will be used to retrieve the element from the storage. See
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the docs for more info.
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:return: A dictionary of the unique properties
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"""
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url = self._get_base_url()
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with self.lock:
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self.cursor.execute(
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"SELECT element_data FROM storage WHERE url = ? AND identifier = ?",
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(url, identifier)
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)
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result = self.cursor.fetchone()
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if result:
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return orjson.loads(result[0])
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return None
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def close(self):
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"""Close all connections, will be useful when with some things like scrapy Spider.closed() function/signal"""
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with self.lock:
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self.connection.commit()
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self.cursor.close()
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self.connection.close()
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def __del__(self):
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"""To ensure all connections are closed when the object is destroyed."""
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self.close()
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