Source code for concepts.pdsketch.execution_utils
#! /usr/bin/env python3
# -*- coding: utf-8 -*-
# File : execution_utils.py
# Author : Jiayuan Mao
# Email : maojiayuan@gmail.com
# Date : 12/22/2023
#
# This file is part of Project Concepts.
# Distributed under terms of the MIT license.
"""Utility functions for executing expressions for PDSketch."""
from concepts.dsl.dsl_types import QINDEX
from concepts.pdsketch.executor import PDSketchExecutor
from concepts.pdsketch.predicate import Predicate
from concepts.pdsketch.domain import State
[docs]
def recompute_state_variable_predicates_(executor: PDSketchExecutor, state: State):
"""Recompute the state variable predicates for a given state.
Args:
executor: the executor.
state: the state.
"""
for predicate in executor.domain.functions.values():
predicate: Predicate
if predicate.is_state_variable and not predicate.is_observation_variable:
assert predicate.is_derived
bounded_variables = {v: QINDEX for v in predicate.arguments}
state.features[predicate.name] = executor.execute(predicate.derived_expression, state=state, bounded_variables=bounded_variables)
[docs]
def recompute_all_cacheable_predicates_(executor: PDSketchExecutor, state: State):
"""Recompute all cacheable predicates for a given state.
Args:
executor: the executor.
state: the state.
"""
for predicate in executor.domain.functions.values():
predicate: Predicate
if predicate.is_cacheable and predicate.is_derived and not predicate.is_state_variable:
bounded_variables = {v: QINDEX for v in predicate.arguments}
state.features[predicate.name] = executor.execute(predicate.derived_expression, state=state, bounded_variables=bounded_variables)