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Improve support for searching indexes #36
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,166 @@ | ||
| from __future__ import annotations | ||
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| from typing import TYPE_CHECKING | ||
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| from dissect.esedb.exceptions import KeyNotFoundError, NoNeighbourPageError | ||
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| if TYPE_CHECKING: | ||
| from dissect.esedb.esedb import EseDB | ||
| from dissect.esedb.page import Node, Page | ||
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| class BTree: | ||
| """A simple implementation for searching the ESE B+Trees. | ||
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| This is a stateful interactive class that moves an internal cursor to a position within the BTree. | ||
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| Args: | ||
| esedb: An instance of :class:`~dissect.esedb.esedb.EseDB`. | ||
| page: The page to open the :class:`BTree` on. | ||
| """ | ||
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| def __init__(self, esedb: EseDB, root: int | Page): | ||
| self.esedb = esedb | ||
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| if isinstance(root, int): | ||
| page_num = root | ||
| root = esedb.page(page_num) | ||
| else: | ||
| page_num = root.num | ||
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| self.root = root | ||
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| self._page = root | ||
| self._page_num = page_num | ||
| self._node_num = 0 | ||
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| def reset(self) -> None: | ||
| """Reset the internal state to the root of the BTree.""" | ||
| self._page = self.root | ||
| self._page_num = self._page.num | ||
| self._node_num = 0 | ||
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| def node(self) -> Node: | ||
| """Return the node the BTree is currently on. | ||
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| Returns: | ||
| A :class:`~dissect.esedb.page.Node` object of the current node. | ||
| """ | ||
| return self._page.node(self._node_num) | ||
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| def next(self) -> Node: | ||
| """Move the BTree to the next node and return it. | ||
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| Can move the BTree to the next page as a side effect. | ||
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| Returns: | ||
| A :class:`~dissect.esedb.page.Node` object of the next node. | ||
| """ | ||
| if self._node_num + 1 > self._page.node_count - 1: | ||
| self.next_page() | ||
| else: | ||
| self._node_num += 1 | ||
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| return self.node() | ||
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| def next_page(self) -> None: | ||
| """Move the BTree to the next page in the tree. | ||
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| Raises: | ||
| NoNeighbourPageError: If the current page has no next page. | ||
| """ | ||
| if self._page.next_page: | ||
| self._page = self.esedb.page(self._page.next_page) | ||
| self._node_num = 0 | ||
| else: | ||
| raise NoNeighbourPageError(f"{self._page} has no next page") | ||
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| def prev(self) -> Node: | ||
| """Move the BTree to the previous node and return it. | ||
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| Can move the BTree to the previous page as a side effect. | ||
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| Returns: | ||
| A :class:`~dissect.esedb.page.Node` object of the previous node. | ||
| """ | ||
| if self._node_num - 1 < 0: | ||
| self.prev_page() | ||
| else: | ||
| self._node_num -= 1 | ||
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| return self.node() | ||
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| def prev_page(self) -> None: | ||
| """Move the BTree to the previous page in the tree. | ||
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| Raises: | ||
| NoNeighbourPageError: If the current page has no previous page. | ||
| """ | ||
| if self._page.previous_page: | ||
| self._page = self.esedb.page(self._page.previous_page) | ||
| self._node_num = self._page.node_count - 1 | ||
| else: | ||
| raise NoNeighbourPageError(f"{self._page} has no previous page") | ||
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| def search(self, key: bytes, exact: bool = True) -> Node: | ||
| """Search the tree for the given ``key``. | ||
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| Moves the BTree to the matching node, or on the last node that is less than the requested key. | ||
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| Args: | ||
| key: The key to search for. | ||
| exact: Whether to only return successfully on an exact match. | ||
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| Raises: | ||
| KeyNotFoundError: If an ``exact`` match was requested but not found. | ||
| """ | ||
| page = self._page | ||
| while True: | ||
| node = find_node(page, key) | ||
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| if page.is_branch: | ||
| page = self.esedb.page(node.child) | ||
| else: | ||
| self._page = page | ||
| self._page_num = page.num | ||
| self._node_num = node.num | ||
| break | ||
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| if exact and key != node.key: | ||
| raise KeyNotFoundError(f"Can't find key: {key}") | ||
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| return self.node() | ||
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| def find_node(page: Page, key: bytes) -> Node: | ||
| """Search a page for a node matching ``key``. | ||
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| Args: | ||
| page: The page to search. | ||
| key: The key to search. | ||
| """ | ||
| first_node_idx = 0 | ||
| last_node_idx = page.node_count - 1 | ||
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| node = None | ||
| while first_node_idx < last_node_idx: | ||
| node_idx = (first_node_idx + last_node_idx) // 2 | ||
| node = page.node(node_idx) | ||
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| # It turns out that the way BTree keys are compared matches 1:1 with how Python compares bytes | ||
| # First compare data, then length | ||
| if key < node.key: | ||
| last_node_idx = node_idx | ||
| elif key == node.key: | ||
| if page.is_branch: | ||
| # If there's an exact match on a key on a branch page, the actual leaf nodes are in the next branch | ||
| # Page keys for branch pages appear to be non-inclusive upper bounds | ||
| node_idx = min(node_idx + 1, page.node_count - 1) | ||
| node = page.node(node_idx) | ||
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| return node | ||
| else: | ||
| first_node_idx = node_idx + 1 | ||
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| # We're at the last node | ||
| return page.node(first_node_idx) | ||
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