mongo/buildscripts/cost_model/physical_tree.py

83 lines
3.1 KiB
Python

# Copyright (C) 2022-present MongoDB, Inc.
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the Server Side Public License, version 1,
# as published by MongoDB, Inc.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# Server Side Public License for more details.
#
# You should have received a copy of the Server Side Public License
# along with this program. If not, see
# <http://www.mongodb.com/licensing/server-side-public-license>.
#
# As a special exception, the copyright holders give permission to link the
# code of portions of this program with the OpenSSL library under certain
# conditions as described in each individual source file and distribute
# linked combinations including the program with the OpenSSL library. You
# must comply with the Server Side Public License in all respects for
# all of the code used other than as permitted herein. If you modify file(s)
# with this exception, you may extend this exception to your version of the
# file(s), but you are not obligated to do so. If you do not wish to do so,
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"""Define ABT physical tree and parse it from query explain."""
from __future__ import annotations
from dataclasses import dataclass
__all__ = ['Node', 'build']
@dataclass
class Node:
"""Represent ABT node."""
node_type: str
plan_node_id: int
cost: float
local_cost: float
adjusted_ce: float
children: list[Node]
def print(self, level=0):
"""Pretty print of the ABT."""
print(
f'{"| "*level}{self.node_type}, planNodeId: {self.plan_node_id}, cost: {self.cost:0.5f}, localCost: {self.local_cost:0.5f}, adjustedCE: {self.adjusted_ce:0.2f}'
)
for child in self.children:
child.print(level + 1)
def build(optimizer_plan: dict[str, any]) -> Node:
"""Build ABT from query explain."""
return parse_optimizer_node(optimizer_plan)
def parse_optimizer_node(explain_node: dict[str, any]) -> Node:
"""Recursively parse ABT node from query explain's node."""
children = get_children(explain_node)
properties = explain_node['properties']
return Node(node_type=explain_node['nodeType'], plan_node_id=properties['planNodeID'],
cost=properties['cost'], local_cost=properties['localCost'],
adjusted_ce=properties['adjustedCE'], children=children)
def get_children(explain_node: dict[str, any]) -> list[Node]:
"""Get children nodes of the ABT node."""
if 'children' in explain_node:
children = [parse_optimizer_node(child) for child in explain_node['children']]
else:
children = []
children_refs = ['child', 'leftChild', 'rightChild']
for ref in children_refs:
if ref in explain_node:
children.append(parse_optimizer_node(explain_node[ref]))
return children