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Add SMT math example and logging
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4 files changed

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README.md

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Original file line numberDiff line numberDiff line change
@@ -5,6 +5,22 @@ Currently, this can be thought of as a standard library to `egglog`.
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You can use the egglog [Zulip](https://egraphs.zulipchat.com/#narrow/stream/375765-egglog) to ask questions and suggest improvements to this repo.
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## SMT Final Project Reproduction
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To reproduce the SMT final project results, you can run the following commands:
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```bash
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# Or any other way to install the z3 CLI command
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brew install z3
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# install rust https://rust-lang.org/tools/install/
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git clone git@github.com:RockingMat/egglog-smt.git
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cd egglog-smt
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# To run the SMT calculus example:
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env SMT_DEBUG=1 cargo run tests/smt-math.egg
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```
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## Trying it out
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The easiest way to try out `egglog-experimental` is to use the [web demo](https://egraphs-good.github.io/egglog-demo), which builds on top of latest egglog-experimental.
@@ -22,6 +38,7 @@ To use it in a Rust project, you can add it as a dependency in a `Cargo.toml` fi
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egglog-experimental = "1.0"
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```
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## Implemented extensions
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* `for`-loops ([demo](https://egraphs-good.github.io/egglog-demo/?example=for))

src/smt.rs

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Original file line numberDiff line numberDiff line change
@@ -14,10 +14,11 @@ use smtlib::backend::z3_binary::Z3Binary;
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use smtlib::funs::Fun;
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use smtlib::sorts::Sort;
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use smtlib::terms::{StaticSorted, exists};
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use smtlib::{Bool, Int, Real, SatResultWithModel, Solver, Sorted, Storage};
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use smtlib::{Bool, Int, Logger, Real, SatResultWithModel, Solver, Sorted, Storage};
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use smtlib_lowlevel::lexicon::Symbol;
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use std::any::TypeId;
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use std::collections::BTreeSet;
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use std::env;
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use std::{fmt::Debug, hash::Hash};
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pub fn add_smt(egraph: &mut EGraph) {
@@ -623,12 +624,13 @@ impl BaseSort for SMTSolved {
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"smt-solve" = [asserts: SMTBoolValue] -> SMTSolvedValue { {
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let st = Storage::new();
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let mut solver = Solver::new(&st, Z3Binary::new("z3").unwrap()).unwrap();
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solver.set_logger(SMTLogger);
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for b in asserts.clone() {
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let smt_bool = b.to_bool(&st, &mut solver);
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solver.assert(smt_bool).unwrap();
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}
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match solver.check_sat_with_model().unwrap() {
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let res = match solver.check_sat_with_model().unwrap() {
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SatResultWithModel::Sat(model) => {
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let mut constants = Constants::default();
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for b in asserts {
@@ -662,7 +664,9 @@ impl BaseSort for SMTSolved {
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}
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SatResultWithModel::Unsat => SMTSolvedValue::Unsat,
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SatResultWithModel::Unknown => SMTSolvedValue::Unknown,
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}
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};
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println!("");
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res
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}}
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);
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// (smt-call f arg1 arg2 ...)
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}
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}
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}
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struct SMTLogger;
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impl Logger for SMTLogger {
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fn exec(&self, _cmd: smtlib_lowlevel::ast::Command) {}
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fn response(&self, cmd: smtlib_lowlevel::ast::Command, res: &str) {
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if env::var("SMT_DEBUG").is_ok() {
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print!("{}; {}", cmd, res);
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}
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}
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}

tests/smt-math.egg

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Original file line numberDiff line numberDiff line change
@@ -388,30 +388,34 @@
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(push)
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(let res (Diff (Var "x") (Ln (Var "x"))))
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(run-schedule (saturate (seq (run :until (= res (Div (Const 1.0) (Var "x")))) (run prune))))
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(check (= res (Div (Const 1.0) (Var "x"))))
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; SMT: This should fail now
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(fail (check (= res (Div (Const 1.0) (Var "x")))))
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(pop)
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; diff_power_simple
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(push)
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(let res (Diff (Var "x") (Pow (Var "x") (Const 3.0))))
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(run-schedule (saturate (seq
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(run :until (= res (Mul (Const 3.0) (Pow (Var "x") (Const 2.0))))))
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(run prune)))
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(check (= res (Mul (Const 3.0) (Pow (Var "x") (Const 2.0)))))
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; SMT: This should fail now
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(fail (check (= res (Mul (Const 3.0) (Pow (Var "x") (Const 2.0))))))
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(pop)
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; diff_power_harder
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(push)
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(let res (Diff (Var "x") (Sub (Pow (Var "x") (Const 3.0))
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(Mul (Const 7.0) (Pow (Var "x") (Const 2.0))))))
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(Mul (Var "x") (Sub (Mul (Const 3.0) (Var "x")) (Const 14.0)))
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(run-schedule (repeat 60 (seq
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(run :until (= res (Mul (Var "x") (Sub (Mul (Const 3.0) (Var "x"))
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(Const 14.0)))))
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(run prune))))
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(check (= res (Mul (Var "x") (Sub (Mul (Const 3.0) (Var "x"))
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(Const 14.0)))))
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(pop)
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; SMT: this now times out
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; (push)
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; (let res (Diff (Var "x") (Sub (Pow (Var "x") (Const 3.0))
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; (Mul (Const 7.0) (Pow (Var "x") (Const 2.0))))))
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; (Mul (Var "x") (Sub (Mul (Const 3.0) (Var "x")) (Const 14.0)))
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; (run-schedule (repeat 60 (seq
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; (run :until (= res (Mul (Var "x") (Sub (Mul (Const 3.0) (Var "x"))
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; (Const 14.0)))))
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; (run prune))))
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; (check (= res (Mul (Var "x") (Sub (Mul (Const 3.0) (Var "x"))
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; (Const 14.0)))))
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; (pop)
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; integ_one
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(push)
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(pop)
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; integ_part3
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(push)
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(let res (Integral (Ln (Var "x")) (Var "x")))
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(run-schedule (saturate (seq
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(run :until (= res (Sub (Mul (Var "x") (Ln (Var "x"))) (Var "x"))))
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(run prune))))
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(check (= res (Sub (Mul (Var "x") (Ln (Var "x"))) (Var "x"))))
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(pop)
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; SMT: this now times out
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; (push)
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; (let res (Integral (Ln (Var "x")) (Var "x")))
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; (run-schedule (saturate (seq
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; (run :until (= res (Sub (Mul (Var "x") (Ln (Var "x"))) (Var "x"))))
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; (run prune))))
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; (check (= res (Sub (Mul (Var "x") (Ln (Var "x"))) (Var "x"))))
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; (pop)
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; assoc_mul_saturates
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(push)

tests/smt-math.svg

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