From b899ddd63a748041d889678695aa05e091fba222 Mon Sep 17 00:00:00 2001
From: Miguel M <mikeevmm@users.noreply.github.com>
Date: Fri, 24 Feb 2023 19:41:51 +0000
Subject: [PATCH] Final commit, in principle.

Got things running at about ~1ns per iteration, seems good enough.
Adopted a linear strategy to evaluating the bytecode, rather than a
recursive or even imperative evaluation strategy; this also lets me
elide the offsets and store the bytecode in half the size. Looking
forward to finding out that formulas are evaluated wrongly, but couldn't
find a counterexample. Also restructured things a bit to avoid multiple
alocations when evaluating by this strategy.
---
 Cargo.lock                                    |   1 +
 Cargo.toml                                    |   5 +-
 benches/benches.rs                            |  65 +++
 benches/search.rs                             |  23 -
 linear_vm_flamegraph.svg                      | 491 ++++++++++++++++++
 {test => pytest}/bounds.py                    |   0
 pytest/timing.py                              |   6 +
 flamegraph.svg => recursive_vm_flamegraph.svg |   0
 src/lib.rs                                    |  89 +++-
 src/vm/mod.rs                                 | 330 +++++++++++-
 time.ps1                                      |   2 +
 11 files changed, 941 insertions(+), 71 deletions(-)
 create mode 100644 benches/benches.rs
 delete mode 100644 benches/search.rs
 create mode 100644 linear_vm_flamegraph.svg
 rename {test => pytest}/bounds.py (100%)
 create mode 100644 pytest/timing.py
 rename flamegraph.svg => recursive_vm_flamegraph.svg (100%)
 create mode 100644 time.ps1

diff --git a/Cargo.lock b/Cargo.lock
index d28eaa5..da16b04 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -6,6 +6,7 @@ version = 3
 name = "adversary"
 version = "0.1.0"
 dependencies = [
+ "bitflags",
  "criterion",
  "pest",
  "pest_derive",
diff --git a/Cargo.toml b/Cargo.toml
index a022880..e25e8f4 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -9,6 +9,7 @@ name = "adversary"
 crate-type = ["cdylib", "rlib"]
 
 [dependencies]
+bitflags = "1.3.2"
 pest = "2.5.5"
 pest_derive = "2.5.5"
 pyo3 = { version = "0.18.0", features = ["extension-module"] }
@@ -17,5 +18,5 @@ pyo3 = { version = "0.18.0", features = ["extension-module"] }
 criterion = "0.4.0"
 
 [[bench]]
-name = "search"
-harness = false
\ No newline at end of file
+name = "benches"
+harness = false
diff --git a/benches/benches.rs b/benches/benches.rs
new file mode 100644
index 0000000..faa2981
--- /dev/null
+++ b/benches/benches.rs
@@ -0,0 +1,65 @@
+#[macro_use]
+extern crate criterion;
+extern crate adversary;
+
+use criterion::{criterion_group, criterion_main, Criterion};
+
+fn vm(c: &mut Criterion) {
+    let expression =
+        adversary::vm::parsing::parse_relation("and (= (ham (^ x y)) (ham (+ 3 x))) (> (* x y) 5)");
+    if let Err(e) = expression {
+        println!("{}", e);
+        panic!();
+    }
+    let code = adversary::vm::compile_boolean(expression.unwrap());
+    let mut stack = adversary::vm::VmStack::from_code(&code);
+    c.bench_function("vm", |b| {
+        b.iter(|| {
+            for x in 0..(1 << 6) {
+                for y in 0..(1 << 6) {
+                    criterion::black_box(
+                        adversary::vm::Vm::load(
+                            &code,
+                            adversary::vm::Registers::load(x, y, 6, 0, 0),
+                            &mut stack,
+                        )
+                        .run(),
+                    );
+                }
+            }
+        })
+    });
+}
+
+fn search(c: &mut Criterion) {
+    pyo3::prepare_freethreaded_python();
+    pyo3::Python::with_gil(|_py| {
+        let obj = adversary::Prover::py_new(
+            "= (ham x) k".to_string(),
+            "= (ham y) (+ k 1)".to_string(),
+            "<= ham (^ x y) p".to_string(),
+        )
+        .unwrap();
+        c.bench_function("search", |b| {
+            b.iter(|| criterion::black_box(obj.find_bounds(10, 5, 3)));
+        });
+    })
+}
+
+fn search_big(c: &mut Criterion) {
+    pyo3::prepare_freethreaded_python();
+    pyo3::Python::with_gil(|_py| {
+        let obj = adversary::Prover::py_new(
+            "= (ham x) k".to_string(),
+            "= (ham y) (+ k 1)".to_string(),
+            "<= ham (^ x y) p".to_string(),
+        )
+        .unwrap();
+        c.bench_function("search_big", |b| {
+            b.iter(|| criterion::black_box(obj.find_bounds(12, 5, 8)));
+        });
+    })
+}
+
+criterion_group!(benches, vm, search, search_big);
+criterion_main!(benches);
diff --git a/benches/search.rs b/benches/search.rs
deleted file mode 100644
index 69a0957..0000000
--- a/benches/search.rs
+++ /dev/null
@@ -1,23 +0,0 @@
-#[macro_use]
-extern crate criterion;
-extern crate adversary;
-
-use criterion::{criterion_group, criterion_main, Criterion};
-
-pub fn criterion_benchmark(c: &mut Criterion) {
-    pyo3::prepare_freethreaded_python();
-    pyo3::Python::with_gil(|_py| {
-        let obj = adversary::Prover::py_new(
-            "= (ham x) k".to_string(),
-            "= (ham y) (+ k 1)".to_string(),
-            "<= ham (^ x y) p".to_string(),
-        )
-        .unwrap();
-        c.bench_function("find_bounds", |b| {
-            b.iter(|| criterion::black_box(obj.find_bounds(10, 5, 3)));
-        });
-    })
-}
-
-criterion_group!(benches, criterion_benchmark);
-criterion_main!(benches);
diff --git a/linear_vm_flamegraph.svg b/linear_vm_flamegraph.svg
new file mode 100644
index 0000000..35855a7
--- /dev/null
+++ b/linear_vm_flamegraph.svg
@@ -0,0 +1,491 @@
+<?xml version="1.0" standalone="no"?><!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg version="1.1" width="1200" height="2246" onload="init(evt)" viewBox="0 0 1200 2246" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:fg="http://github.com/jonhoo/inferno"><!--Flame graph stack visualization. See https://github.com/brendangregg/FlameGraph for latest version, and http://www.brendangregg.com/flamegraphs.html for examples.--><!--NOTES: --><defs><linearGradient id="background" y1="0" y2="1" x1="0" x2="0"><stop stop-color="#eeeeee" offset="5%"/><stop stop-color="#eeeeb0" offset="95%"/></linearGradient></defs><style type="text/css">
+text { font-family:monospace; font-size:12px }
+#title { text-anchor:middle; font-size:17px; }
+#matched { text-anchor:end; }
+#search { text-anchor:end; opacity:0.1; cursor:pointer; }
+#search:hover, #search.show { opacity:1; }
+#subtitle { text-anchor:middle; font-color:rgb(160,160,160); }
+#unzoom { cursor:pointer; }
+#frames > *:hover { stroke:black; stroke-width:0.5; cursor:pointer; }
+.hide { display:none; }
+.parent { opacity:0.5; }
+</style><script type="text/ecmascript"><![CDATA[
+        var nametype = 'Function:';
+        var fontsize = 12;
+        var fontwidth = 0.59;
+        var xpad = 10;
+        var inverted = false;
+        var searchcolor = 'rgb(230,0,230)';
+        var fluiddrawing = true;
+        var truncate_text_right = false;
+    ]]><![CDATA["use strict";
+var details, searchbtn, unzoombtn, matchedtxt, svg, searching, frames, known_font_width;
+function init(evt) {
+    details = document.getElementById("details").firstChild;
+    searchbtn = document.getElementById("search");
+    unzoombtn = document.getElementById("unzoom");
+    matchedtxt = document.getElementById("matched");
+    svg = document.getElementsByTagName("svg")[0];
+    frames = document.getElementById("frames");
+    known_font_width = get_monospace_width(frames);
+    total_samples = parseInt(frames.attributes.total_samples.value);
+    searching = 0;
+
+    // Use GET parameters to restore a flamegraph's state.
+    var restore_state = function() {
+        var params = get_params();
+        if (params.x && params.y)
+            zoom(find_group(document.querySelector('[*|x="' + params.x + '"][y="' + params.y + '"]')));
+        if (params.s)
+            search(params.s);
+    };
+
+    if (fluiddrawing) {
+        // Make width dynamic so the SVG fits its parent's width.
+        svg.removeAttribute("width");
+        // Edge requires us to have a viewBox that gets updated with size changes.
+        var isEdge = /Edge\/\d./i.test(navigator.userAgent);
+        if (!isEdge) {
+            svg.removeAttribute("viewBox");
+        }
+        var update_for_width_change = function() {
+            if (isEdge) {
+                svg.attributes.viewBox.value = "0 0 " + svg.width.baseVal.value + " " + svg.height.baseVal.value;
+            }
+
+            // Keep consistent padding on left and right of frames container.
+            frames.attributes.width.value = svg.width.baseVal.value - xpad * 2;
+
+            // Text truncation needs to be adjusted for the current width.
+            update_text_for_elements(frames.children);
+
+            // Keep search elements at a fixed distance from right edge.
+            var svgWidth = svg.width.baseVal.value;
+            searchbtn.attributes.x.value = svgWidth - xpad;
+            matchedtxt.attributes.x.value = svgWidth - xpad;
+        };
+        window.addEventListener('resize', function() {
+            update_for_width_change();
+        });
+        // This needs to be done asynchronously for Safari to work.
+        setTimeout(function() {
+            unzoom();
+            update_for_width_change();
+            restore_state();
+        }, 0);
+    } else {
+        restore_state();
+    }
+}
+// event listeners
+window.addEventListener("click", function(e) {
+    var target = find_group(e.target);
+    if (target) {
+        if (target.nodeName == "a") {
+            if (e.ctrlKey === false) return;
+            e.preventDefault();
+        }
+        if (target.classList.contains("parent")) unzoom();
+        zoom(target);
+
+        // set parameters for zoom state
+        var el = target.querySelector("rect");
+        if (el && el.attributes && el.attributes.y && el.attributes["fg:x"]) {
+            var params = get_params()
+            params.x = el.attributes["fg:x"].value;
+            params.y = el.attributes.y.value;
+            history.replaceState(null, null, parse_params(params));
+        }
+    }
+    else if (e.target.id == "unzoom") {
+        unzoom();
+
+        // remove zoom state
+        var params = get_params();
+        if (params.x) delete params.x;
+        if (params.y) delete params.y;
+        history.replaceState(null, null, parse_params(params));
+    }
+    else if (e.target.id == "search") search_prompt();
+}, false)
+// mouse-over for info
+// show
+window.addEventListener("mouseover", function(e) {
+    var target = find_group(e.target);
+    if (target) details.nodeValue = nametype + " " + g_to_text(target);
+}, false)
+// clear
+window.addEventListener("mouseout", function(e) {
+    var target = find_group(e.target);
+    if (target) details.nodeValue = ' ';
+}, false)
+// ctrl-F for search
+window.addEventListener("keydown",function (e) {
+    if (e.keyCode === 114 || (e.ctrlKey && e.keyCode === 70)) {
+        e.preventDefault();
+        search_prompt();
+    }
+}, false)
+// functions
+function get_params() {
+    var params = {};
+    var paramsarr = window.location.search.substr(1).split('&');
+    for (var i = 0; i < paramsarr.length; ++i) {
+        var tmp = paramsarr[i].split("=");
+        if (!tmp[0] || !tmp[1]) continue;
+        params[tmp[0]]  = decodeURIComponent(tmp[1]);
+    }
+    return params;
+}
+function parse_params(params) {
+    var uri = "?";
+    for (var key in params) {
+        uri += key + '=' + encodeURIComponent(params[key]) + '&';
+    }
+    if (uri.slice(-1) == "&")
+        uri = uri.substring(0, uri.length - 1);
+    if (uri == '?')
+        uri = window.location.href.split('?')[0];
+    return uri;
+}
+function find_child(node, selector) {
+    var children = node.querySelectorAll(selector);
+    if (children.length) return children[0];
+    return;
+}
+function find_group(node) {
+    var parent = node.parentElement;
+    if (!parent) return;
+    if (parent.id == "frames") return node;
+    return find_group(parent);
+}
+function orig_save(e, attr, val) {
+    if (e.attributes["fg:orig_" + attr] != undefined) return;
+    if (e.attributes[attr] == undefined) return;
+    if (val == undefined) val = e.attributes[attr].value;
+    e.setAttribute("fg:orig_" + attr, val);
+}
+function orig_load(e, attr) {
+    if (e.attributes["fg:orig_"+attr] == undefined) return;
+    e.attributes[attr].value = e.attributes["fg:orig_" + attr].value;
+    e.removeAttribute("fg:orig_" + attr);
+}
+function g_to_text(e) {
+    var text = find_child(e, "title").firstChild.nodeValue;
+    return (text)
+}
+function g_to_func(e) {
+    var func = g_to_text(e);
+    // if there's any manipulation we want to do to the function
+    // name before it's searched, do it here before returning.
+    return (func);
+}
+function get_monospace_width(frames) {
+    // Given the id="frames" element, return the width of text characters if
+    // this is a monospace font, otherwise return 0.
+    text = find_child(frames.children[0], "text");
+    originalContent = text.textContent;
+    text.textContent = "!";
+    bangWidth = text.getComputedTextLength();
+    text.textContent = "W";
+    wWidth = text.getComputedTextLength();
+    text.textContent = originalContent;
+    if (bangWidth === wWidth) {
+        return bangWidth;
+    } else {
+        return 0;
+    }
+}
+function update_text_for_elements(elements) {
+    // In order to render quickly in the browser, you want to do one pass of
+    // reading attributes, and one pass of mutating attributes. See
+    // https://web.dev/avoid-large-complex-layouts-and-layout-thrashing/ for details.
+
+    // Fall back to inefficient calculation, if we're variable-width font.
+    // TODO This should be optimized somehow too.
+    if (known_font_width === 0) {
+        for (var i = 0; i < elements.length; i++) {
+            update_text(elements[i]);
+        }
+        return;
+    }
+
+    var textElemNewAttributes = [];
+    for (var i = 0; i < elements.length; i++) {
+        var e = elements[i];
+        var r = find_child(e, "rect");
+        var t = find_child(e, "text");
+        var w = parseFloat(r.attributes.width.value) * frames.attributes.width.value / 100 - 3;
+        var txt = find_child(e, "title").textContent.replace(/\([^(]*\)$/,"");
+        var newX = format_percent((parseFloat(r.attributes.x.value) + (100 * 3 / frames.attributes.width.value)));
+
+        // Smaller than this size won't fit anything
+        if (w < 2 * known_font_width) {
+            textElemNewAttributes.push([newX, ""]);
+            continue;
+        }
+
+        // Fit in full text width
+        if (txt.length * known_font_width < w) {
+            textElemNewAttributes.push([newX, txt]);
+            continue;
+        }
+
+        var substringLength = Math.floor(w / known_font_width) - 2;
+        if (truncate_text_right) {
+            // Truncate the right side of the text.
+            textElemNewAttributes.push([newX, txt.substring(0, substringLength) + ".."]);
+            continue;
+        } else {
+            // Truncate the left side of the text.
+            textElemNewAttributes.push([newX, ".." + txt.substring(txt.length - substringLength, txt.length)]);
+            continue;
+        }
+    }
+
+    console.assert(textElemNewAttributes.length === elements.length, "Resize failed, please file a bug at https://github.com/jonhoo/inferno/");
+
+    // Now that we know new textContent, set it all in one go so we don't refresh a bazillion times.
+    for (var i = 0; i < elements.length; i++) {
+        var e = elements[i];
+        var values = textElemNewAttributes[i];
+        var t = find_child(e, "text");
+        t.attributes.x.value = values[0];
+        t.textContent = values[1];
+    }
+}
+
+function update_text(e) {
+    var r = find_child(e, "rect");
+    var t = find_child(e, "text");
+    var w = parseFloat(r.attributes.width.value) * frames.attributes.width.value / 100 - 3;
+    var txt = find_child(e, "title").textContent.replace(/\([^(]*\)$/,"");
+    t.attributes.x.value = format_percent((parseFloat(r.attributes.x.value) + (100 * 3 / frames.attributes.width.value)));
+
+    // Smaller than this size won't fit anything
+    if (w < 2 * fontsize * fontwidth) {
+        t.textContent = "";
+        return;
+    }
+    t.textContent = txt;
+    // Fit in full text width
+    if (t.getComputedTextLength() < w)
+        return;
+    if (truncate_text_right) {
+        // Truncate the right side of the text.
+        for (var x = txt.length - 2; x > 0; x--) {
+            if (t.getSubStringLength(0, x + 2) <= w) {
+                t.textContent = txt.substring(0, x) + "..";
+                return;
+            }
+        }
+    } else {
+        // Truncate the left side of the text.
+        for (var x = 2; x < txt.length; x++) {
+            if (t.getSubStringLength(x - 2, txt.length) <= w) {
+                t.textContent = ".." + txt.substring(x, txt.length);
+                return;
+            }
+        }
+    }
+    t.textContent = "";
+}
+// zoom
+function zoom_reset(e) {
+    if (e.tagName == "rect") {
+        e.attributes.x.value = format_percent(100 * parseInt(e.attributes["fg:x"].value) / total_samples);
+        e.attributes.width.value = format_percent(100 * parseInt(e.attributes["fg:w"].value) / total_samples);
+    }
+    if (e.childNodes == undefined) return;
+    for(var i = 0, c = e.childNodes; i < c.length; i++) {
+        zoom_reset(c[i]);
+    }
+}
+function zoom_child(e, x, zoomed_width_samples) {
+    if (e.tagName == "text") {
+        var parent_x = parseFloat(find_child(e.parentNode, "rect[x]").attributes.x.value);
+        e.attributes.x.value = format_percent(parent_x + (100 * 3 / frames.attributes.width.value));
+    } else if (e.tagName == "rect") {
+        e.attributes.x.value = format_percent(100 * (parseInt(e.attributes["fg:x"].value) - x) / zoomed_width_samples);
+        e.attributes.width.value = format_percent(100 * parseInt(e.attributes["fg:w"].value) / zoomed_width_samples);
+    }
+    if (e.childNodes == undefined) return;
+    for(var i = 0, c = e.childNodes; i < c.length; i++) {
+        zoom_child(c[i], x, zoomed_width_samples);
+    }
+}
+function zoom_parent(e) {
+    if (e.attributes) {
+        if (e.attributes.x != undefined) {
+            e.attributes.x.value = "0.0%";
+        }
+        if (e.attributes.width != undefined) {
+            e.attributes.width.value = "100.0%";
+        }
+    }
+    if (e.childNodes == undefined) return;
+    for(var i = 0, c = e.childNodes; i < c.length; i++) {
+        zoom_parent(c[i]);
+    }
+}
+function zoom(node) {
+    var attr = find_child(node, "rect").attributes;
+    var width = parseInt(attr["fg:w"].value);
+    var xmin = parseInt(attr["fg:x"].value);
+    var xmax = xmin + width;
+    var ymin = parseFloat(attr.y.value);
+    unzoombtn.classList.remove("hide");
+    var el = frames.children;
+    var to_update_text = [];
+    for (var i = 0; i < el.length; i++) {
+        var e = el[i];
+        var a = find_child(e, "rect").attributes;
+        var ex = parseInt(a["fg:x"].value);
+        var ew = parseInt(a["fg:w"].value);
+        // Is it an ancestor
+        if (!inverted) {
+            var upstack = parseFloat(a.y.value) > ymin;
+        } else {
+            var upstack = parseFloat(a.y.value) < ymin;
+        }
+        if (upstack) {
+            // Direct ancestor
+            if (ex <= xmin && (ex+ew) >= xmax) {
+                e.classList.add("parent");
+                zoom_parent(e);
+                to_update_text.push(e);
+            }
+            // not in current path
+            else
+                e.classList.add("hide");
+        }
+        // Children maybe
+        else {
+            // no common path
+            if (ex < xmin || ex >= xmax) {
+                e.classList.add("hide");
+            }
+            else {
+                zoom_child(e, xmin, width);
+                to_update_text.push(e);
+            }
+        }
+    }
+    update_text_for_elements(to_update_text);
+}
+function unzoom() {
+    unzoombtn.classList.add("hide");
+    var el = frames.children;
+    for(var i = 0; i < el.length; i++) {
+        el[i].classList.remove("parent");
+        el[i].classList.remove("hide");
+        zoom_reset(el[i]);
+    }
+    update_text_for_elements(el);
+}
+// search
+function reset_search() {
+    var el = document.querySelectorAll("#frames rect");
+    for (var i = 0; i < el.length; i++) {
+        orig_load(el[i], "fill")
+    }
+    var params = get_params();
+    delete params.s;
+    history.replaceState(null, null, parse_params(params));
+}
+function search_prompt() {
+    if (!searching) {
+        var term = prompt("Enter a search term (regexp " +
+            "allowed, eg: ^ext4_)", "");
+        if (term != null) {
+            search(term)
+        }
+    } else {
+        reset_search();
+        searching = 0;
+        searchbtn.classList.remove("show");
+        searchbtn.firstChild.nodeValue = "Search"
+        matchedtxt.classList.add("hide");
+        matchedtxt.firstChild.nodeValue = ""
+    }
+}
+function search(term) {
+    var re = new RegExp(term);
+    var el = frames.children;
+    var matches = new Object();
+    var maxwidth = 0;
+    for (var i = 0; i < el.length; i++) {
+        var e = el[i];
+        // Skip over frames which are either not visible, or below the zoomed-to frame
+        if (e.classList.contains("hide") || e.classList.contains("parent")) {
+            continue;
+        }
+        var func = g_to_func(e);
+        var rect = find_child(e, "rect");
+        if (func == null || rect == null)
+            continue;
+        // Save max width. Only works as we have a root frame
+        var w = parseInt(rect.attributes["fg:w"].value);
+        if (w > maxwidth)
+            maxwidth = w;
+        if (func.match(re)) {
+            // highlight
+            var x = parseInt(rect.attributes["fg:x"].value);
+            orig_save(rect, "fill");
+            rect.attributes.fill.value = searchcolor;
+            // remember matches
+            if (matches[x] == undefined) {
+                matches[x] = w;
+            } else {
+                if (w > matches[x]) {
+                    // overwrite with parent
+                    matches[x] = w;
+                }
+            }
+            searching = 1;
+        }
+    }
+    if (!searching)
+        return;
+    var params = get_params();
+    params.s = term;
+    history.replaceState(null, null, parse_params(params));
+
+    searchbtn.classList.add("show");
+    searchbtn.firstChild.nodeValue = "Reset Search";
+    // calculate percent matched, excluding vertical overlap
+    var count = 0;
+    var lastx = -1;
+    var lastw = 0;
+    var keys = Array();
+    for (k in matches) {
+        if (matches.hasOwnProperty(k))
+            keys.push(k);
+    }
+    // sort the matched frames by their x location
+    // ascending, then width descending
+    keys.sort(function(a, b){
+        return a - b;
+    });
+    // Step through frames saving only the biggest bottom-up frames
+    // thanks to the sort order. This relies on the tree property
+    // where children are always smaller than their parents.
+    for (var k in keys) {
+        var x = parseInt(keys[k]);
+        var w = matches[keys[k]];
+        if (x >= lastx + lastw) {
+            count += w;
+            lastx = x;
+            lastw = w;
+        }
+    }
+    // display matched percent
+    matchedtxt.classList.remove("hide");
+    var pct = 100 * count / maxwidth;
+    if (pct != 100) pct = pct.toFixed(1);
+    matchedtxt.firstChild.nodeValue = "Matched: " + pct + "%";
+}
+function format_percent(n) {
+    return n.toFixed(4) + "%";
+}
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\ No newline at end of file
diff --git a/test/bounds.py b/pytest/bounds.py
similarity index 100%
rename from test/bounds.py
rename to pytest/bounds.py
diff --git a/pytest/timing.py b/pytest/timing.py
new file mode 100644
index 0000000..026a507
--- /dev/null
+++ b/pytest/timing.py
@@ -0,0 +1,6 @@
+import adversary
+import sys
+
+prover = adversary.Prover(
+    "= (ham x) k", "= (ham y) (+ k 1)", "= ham (^ x y) p").hint_symmetric()
+bounds = prover.find_bounds(int(sys.argv[1]), 5, 8)
diff --git a/flamegraph.svg b/recursive_vm_flamegraph.svg
similarity index 100%
rename from flamegraph.svg
rename to recursive_vm_flamegraph.svg
diff --git a/src/lib.rs b/src/lib.rs
index a79e3f0..c00fce8 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -1,11 +1,12 @@
 extern crate pest;
 #[macro_use]
 extern crate pest_derive;
+#[macro_use]
+extern crate bitflags;
 
-mod vm;
+pub mod vm;
 
 use pyo3::prelude::*;
-use vm::VmCode;
 
 // We cache the A and B set up to a total of ~2Gb of memory,
 // meaning ~ 10^7 elements in each set
@@ -33,14 +34,22 @@ pub struct BoundsResult {
 
 #[pyclass]
 pub struct Prover {
-    a_description: VmCode,
-    b_description: VmCode,
-    relationship: VmCode,
+    a_description: vm::VmCode,
+    b_description: vm::VmCode,
+    relationship: vm::VmCode,
+    hints: ProofHints,
+}
+
+bitflags! {
+    struct ProofHints: u8 {
+        const SymmetricFn = 0b00000001;
+    }
 }
 
 struct CachedSetIterator<'code> {
     cache: Vec<u64>,
-    filter: &'code VmCode,
+    filter: &'code vm::VmCode,
+    stack: vm::VmStack,
     n: u32,
     p: u32,
     k: u32,
@@ -52,10 +61,11 @@ struct CachedSetIterator<'code> {
 }
 
 impl<'code> CachedSetIterator<'code> {
-    fn create_x(filter: &'code VmCode, n: u32, p: u32, k: u32) -> Self {
+    fn create_x(filter: &'code vm::VmCode, n: u32, p: u32, k: u32) -> Self {
         CachedSetIterator {
             cache: Vec::with_capacity(CACHE_SIZE_LIMIT),
             filter,
+            stack: vm::VmStack::from_code(filter),
             n,
             p,
             k,
@@ -67,10 +77,11 @@ impl<'code> CachedSetIterator<'code> {
         }
     }
 
-    fn create_y(filter: &'code VmCode, n: u32, p: u32, k: u32) -> Self {
+    fn create_y(filter: &'code vm::VmCode, n: u32, p: u32, k: u32) -> Self {
         CachedSetIterator {
             cache: Vec::with_capacity(CACHE_SIZE_LIMIT),
             filter,
+            stack: vm::VmStack::from_code(filter),
             n,
             p,
             k,
@@ -119,16 +130,20 @@ impl<'code> Iterator for &mut CachedSetIterator<'code> {
                 vm::Vm::load(
                     self.filter,
                     vm::Registers::load(self.counter, 0, self.n, self.p, self.k),
+                    &mut self.stack,
                 )
                 .run()
-                .unwrap_bool()
+                .output_bool()
+                .unwrap()
             } else {
                 vm::Vm::load(
                     self.filter,
                     vm::Registers::load(0, self.counter, self.n, self.p, self.k),
+                    &mut self.stack,
                 )
                 .run()
-                .unwrap_bool()
+                .output_bool()
+                .unwrap()
             };
 
             if !included {
@@ -150,6 +165,7 @@ impl<'code> Iterator for &mut CachedSetIterator<'code> {
 // See https://stackoverflow.com/a/27755938
 // In turn from http://graphics.stanford.edu/~seander/bithacks.html#NextBitPermutation
 struct FixedHammingWeight {
+    ones: u32,
     permutation: u64,
     top: u64,
     exhausted: bool,
@@ -158,11 +174,17 @@ struct FixedHammingWeight {
 impl FixedHammingWeight {
     fn new(bits: u32, ones: u32) -> Self {
         FixedHammingWeight {
+            ones,
             permutation: (1 << ones) - 1,
             top: ((1 << ones) - 1) << (bits - ones),
             exhausted: false,
         }
     }
+
+    fn reset(&mut self) {
+        self.permutation = (1 << self.ones) - 1;
+        self.exhausted = false;
+    }
 }
 
 impl Iterator for FixedHammingWeight {
@@ -170,6 +192,7 @@ impl Iterator for FixedHammingWeight {
 
     fn next(&mut self) -> Option<Self::Item> {
         if self.exhausted {
+            self.reset();
             return None;
         }
         let to_yield = self.permutation;
@@ -263,9 +286,20 @@ impl Prover {
             relationship,
             a_description,
             b_description,
+            hints: ProofHints::empty(),
         })
     }
 
+    /// Hints to the prover that the function in question is totally symmetric,
+    /// or, equivalently, that `a_description` only depends on the Hamming weight
+    /// of x, and `b_description` only depends on the Hamming weight of y.
+    ///
+    /// If you l your results will lower bound the upper bound.
+    pub fn hint_symmetric<'s>(mut py_self: PyRefMut<'s, Self>, py: Python) -> PyRefMut<'s, Self> {
+        (*py_self).hints |= ProofHints::SymmetricFn;
+        py_self
+    }
+
     /// Finds a lower bound to the query complexity according to the specified parameters.
     ///
     /// Arguments:
@@ -290,9 +324,10 @@ impl Prover {
             ));
         }
 
+        let mut vm_stack = vm::VmStack::from_code(&self.relationship);
+
         let mut a_set_iterator = CachedSetIterator::create_x(&self.a_description, n, p, k);
         let mut b_set_iterator = CachedSetIterator::create_y(&self.b_description, n, p, k);
-        let window_iterator = FixedHammingWeight::new(n, p);
 
         let mut min_x_relations = u64::MAX;
         let mut min_y_relations = u64::MAX;
@@ -303,7 +338,15 @@ impl Prover {
         let mut joint_bounding_y = 0_u64;
         let mut bounding_window = 0_u64;
 
-        for window in window_iterator {
+        let mut window_iterator = FixedHammingWeight::new(n, p).into_iter();
+        let mut first_entry = [(1_u64 << p) - 1].into_iter();
+        let effective_window_iterator = if self.hints.contains(ProofHints::SymmetricFn) {
+            &mut first_entry as &mut dyn Iterator<Item = u64>
+        } else {
+            &mut window_iterator as &mut dyn Iterator<Item = u64>
+        };
+
+        for window in effective_window_iterator {
             let mut max_x_relations = 0_u64;
             let mut max_y_relations = 0_u64;
             let mut bounding_x_candidate = 0_u64;
@@ -317,9 +360,11 @@ impl Prover {
                     let related = vm::Vm::load(
                         &self.relationship,
                         vm::Registers::load(x, y, n, p, k),
+                        &mut vm_stack,
                     )
                     .run()
-                    .unwrap_bool();
+                    .output_bool()
+                    .unwrap();
                     if related {
                         min_x_relations_candidate += 1;
 
@@ -344,10 +389,14 @@ impl Prover {
                 let mut max_y_relations_candidate = 0_u64;
 
                 for x in &mut a_set_iterator {
-                    let related =
-                        vm::Vm::load(&self.relationship, vm::Registers::load(x, y, n, p, k))
-                            .run()
-                            .unwrap_bool();
+                    let related = vm::Vm::load(
+                        &self.relationship,
+                        vm::Registers::load(x, y, n, p, k),
+                        &mut vm_stack,
+                    )
+                    .run()
+                    .output_bool()
+                    .unwrap();
                     if related {
                         min_y_relations_candidate += 1;
 
@@ -374,9 +423,9 @@ impl Prover {
                 joint_bounding_x = bounding_x_candidate;
                 joint_bounding_y = bounding_y_candidate;
                 bounding_window = window;
-
-                Python::with_gil(|py| py.check_signals())?;
             }
+
+            Python::with_gil(|py| py.check_signals())?;
         }
 
         Ok(BoundsResult {
@@ -437,4 +486,4 @@ fn test_full_run() {
         .unwrap();
         std::hint::black_box(obj.find_bounds(10, 5, 3)).expect("Success");
     })
-}
\ No newline at end of file
+}
diff --git a/src/vm/mod.rs b/src/vm/mod.rs
index 991a53d..d00972f 100644
--- a/src/vm/mod.rs
+++ b/src/vm/mod.rs
@@ -4,7 +4,8 @@ use parsing::ast;
 
 use crate::vm::parsing::ast::ComparisonOperator;
 
-type Bytecode = (OpCode, usize);
+// type Bytecode = (OpCode, usize);
+type Bytecode = OpCode;
 
 #[derive(Debug)]
 pub struct VmCode {
@@ -15,6 +16,13 @@ pub struct VmCode {
 pub struct Vm<'code> {
     code: &'code VmCode,
     registers: Registers,
+    stack: &'code mut VmStack,
+}
+
+#[derive(Debug)]
+pub struct VmStack {
+    boolean_stack: Vec<bool>,
+    arithmetic_stack: Vec<ArithmeticValue>,
 }
 
 #[derive(Debug)]
@@ -26,11 +34,12 @@ pub struct Registers {
     k: i64,
 }
 
+/*
 #[derive(Debug)]
 pub enum VmOutput {
     Boolean(bool),
     Arithmetic(ArithmeticValue),
-}
+} */
 
 #[derive(Debug)]
 pub enum ArithmeticValue {
@@ -54,7 +63,23 @@ enum Expression {
     Arithmetic(ast::ArithmeticExpression),
 }
 
-impl VmOutput {
+impl VmStack {
+    pub fn from_code(code: &VmCode) -> Self {
+        // Each op_code can produce at most one value onto the stack
+        let code = &code.code;
+        VmStack {
+            boolean_stack: Vec::with_capacity(code.len()),
+            arithmetic_stack: Vec::with_capacity(code.len()),
+        }
+    }
+
+    fn reset(&mut self) {
+        self.boolean_stack.clear();
+        self.arithmetic_stack.clear();
+    }
+}
+
+/*impl VmOutput {
     pub fn unwrap_bool(self) -> bool {
         match self {
             VmOutput::Boolean(value) => value,
@@ -73,6 +98,7 @@ impl VmOutput {
         }
     }
 }
+*/
 
 impl Registers {
     pub fn load(x: u64, y: u64, n: u32, p: u32, k: u32) -> Self {
@@ -101,7 +127,7 @@ pub fn compile_arithmetic(expression: ast::ArithmeticExpression) -> VmCode {
 
 impl VmCode {
     pub fn any<P: Fn(&OpCode) -> bool>(&self, predicate: P) -> bool {
-        for (opcode, _) in &self.code {
+        for opcode in &self.code {
             if predicate(opcode) {
                 return true;
             }
@@ -111,16 +137,211 @@ impl VmCode {
 }
 
 impl<'code> Vm<'code> {
-    pub fn load(code: &'code VmCode, registers: Registers) -> Self {
-        Vm { code, registers }
+    pub fn load(code: &'code VmCode, registers: Registers, stack: &'code mut VmStack) -> Self {
+        Vm {
+            code,
+            registers,
+            stack,
+        }
     }
 
-    pub fn run(&self) -> VmOutput {
+    pub fn run(&mut self) -> &mut Self {
+        // Arithmetic operations for `ArithmeticValue`s
+        fn operations_as_integer(
+            op: &ast::BinaryArithmeticOperator,
+            left_operand: i64,
+            right_operand: i64,
+        ) -> ArithmeticValue {
+            match op {
+                ast::BinaryArithmeticOperator::Times => {
+                    ArithmeticValue::Integer(left_operand * right_operand)
+                }
+                ast::BinaryArithmeticOperator::Divide => {
+                    if left_operand % right_operand == 0 {
+                        ArithmeticValue::Integer(left_operand / right_operand)
+                    } else {
+                        ArithmeticValue::Floating(left_operand as f64 / right_operand as f64)
+                    }
+                }
+                ast::BinaryArithmeticOperator::Plus => {
+                    ArithmeticValue::Integer(left_operand + right_operand)
+                }
+                ast::BinaryArithmeticOperator::Minus => {
+                    ArithmeticValue::Integer(left_operand - right_operand)
+                }
+                ast::BinaryArithmeticOperator::Xor => {
+                    ArithmeticValue::Integer(left_operand ^ right_operand)
+                }
+                ast::BinaryArithmeticOperator::Pow => {
+                    if right_operand > 0 {
+                        ArithmeticValue::Integer(left_operand.pow(right_operand as u32))
+                    } else {
+                        ArithmeticValue::Floating((left_operand as f64).powi(right_operand as i32))
+                    }
+                }
+            }
+        }
+
+        fn operations_as_floating(
+            op: &ast::BinaryArithmeticOperator,
+            left_operand: f64,
+            right_operand: f64,
+        ) -> ArithmeticValue {
+            match op {
+                ast::BinaryArithmeticOperator::Times => {
+                    ArithmeticValue::Floating(left_operand * right_operand)
+                }
+                ast::BinaryArithmeticOperator::Divide => {
+                    ArithmeticValue::Floating(left_operand as f64 / right_operand as f64)
+                }
+                ast::BinaryArithmeticOperator::Plus => {
+                    ArithmeticValue::Floating(left_operand + right_operand)
+                }
+                ast::BinaryArithmeticOperator::Minus => {
+                    ArithmeticValue::Floating(left_operand - right_operand)
+                }
+                ast::BinaryArithmeticOperator::Xor => {
+                    ArithmeticValue::Integer(left_operand as i64 ^ right_operand as i64)
+                }
+                ast::BinaryArithmeticOperator::Pow => {
+                    ArithmeticValue::Floating(left_operand.powf(right_operand))
+                }
+            }
+        }
+
+        fn comparison<T: std::cmp::PartialOrd>(
+            op: &ComparisonOperator,
+            left_operand: T,
+            right_operand: T,
+        ) -> bool {
+            match op {
+                ast::ComparisonOperator::GreaterOrEqual => left_operand.ge(&right_operand),
+                ast::ComparisonOperator::LessOrEqual => left_operand.le(&right_operand),
+                ast::ComparisonOperator::GreaterThan => left_operand.gt(&right_operand),
+                ast::ComparisonOperator::LessThan => left_operand.lt(&right_operand),
+                ast::ComparisonOperator::NotEqual => left_operand.ne(&right_operand),
+                ast::ComparisonOperator::Equal => left_operand.eq(&right_operand),
+            }
+        }
+
         // Alias for convenience
         let code = &self.code.code;
         let registers = &self.registers;
+        let stack = &mut self.stack;
 
-        struct Resolver<'f> {
+        stack.reset();
+
+        for opcode in code.iter().rev() {
+            match opcode {
+                OpCode::UnaryBooleanOperator(op) => {
+                    let operand = stack.boolean_stack.pop().unwrap();
+                    match op {
+                        ast::UnaryBooleanOperator::Not => {
+                            stack.boolean_stack.push(!operand);
+                        }
+                    }
+                }
+                OpCode::BinaryArithmeticOperator(op) => {
+                    let left_operand = stack.arithmetic_stack.pop().unwrap();
+                    let right_operand = stack.arithmetic_stack.pop().unwrap();
+                    let value = match left_operand {
+                        ArithmeticValue::Integer(left_operand) => match right_operand {
+                            ArithmeticValue::Integer(right_operand) => {
+                                operations_as_integer(op, left_operand, right_operand)
+                            }
+                            ArithmeticValue::Floating(right_operand) => {
+                                operations_as_floating(op, left_operand as f64, right_operand)
+                            }
+                        },
+                        ArithmeticValue::Floating(left_operand) => match right_operand {
+                            ArithmeticValue::Integer(right_operand) => {
+                                operations_as_floating(op, left_operand, right_operand as f64)
+                            }
+                            ArithmeticValue::Floating(right_operand) => {
+                                operations_as_floating(op, left_operand, right_operand)
+                            }
+                        },
+                    };
+                    stack.arithmetic_stack.push(value);
+                }
+                OpCode::ComparisonOperator(op) => {
+                    let left_operand = stack.arithmetic_stack.pop().unwrap();
+                    let right_operand = stack.arithmetic_stack.pop().unwrap();
+                    let value = match left_operand {
+                        ArithmeticValue::Integer(left_operand) => match right_operand {
+                            ArithmeticValue::Integer(right_operand) => {
+                                comparison(op, left_operand, right_operand)
+                            }
+                            ArithmeticValue::Floating(right_operand) => {
+                                comparison(op, left_operand as f64, right_operand)
+                            }
+                        },
+                        ArithmeticValue::Floating(left_operand) => match right_operand {
+                            ArithmeticValue::Integer(right_operand) => {
+                                comparison(op, left_operand, right_operand as f64)
+                            }
+                            ArithmeticValue::Floating(right_operand) => {
+                                comparison(op, left_operand, right_operand)
+                            }
+                        },
+                    };
+                    stack.boolean_stack.push(value);
+                }
+                OpCode::UnaryArithmeticOperator(op) => {
+                    let operand = stack.arithmetic_stack.pop().unwrap();
+                    let value = match op {
+                        ast::UnaryArithmeticOperator::Negative => match operand {
+                            ArithmeticValue::Integer(operand) => ArithmeticValue::Integer(-operand),
+                            ArithmeticValue::Floating(operand) => {
+                                ArithmeticValue::Floating(-operand)
+                            }
+                        },
+                        ast::UnaryArithmeticOperator::Ham => {
+                            ArithmeticValue::Integer(match operand {
+                                ArithmeticValue::Integer(operand) => operand.count_ones() as i64,
+                                ArithmeticValue::Floating(operand) => {
+                                    (operand.round() as i64).count_ones() as i64
+                                }
+                            })
+                        }
+                        ast::UnaryArithmeticOperator::Sqrt => {
+                            ArithmeticValue::Floating(match operand {
+                                ArithmeticValue::Integer(operand) => (operand as f64).sqrt(),
+                                ArithmeticValue::Floating(operand) => operand.sqrt(),
+                            })
+                        }
+                    };
+                    stack.arithmetic_stack.push(value);
+                }
+                OpCode::BinaryBooleanOperator(op) => {
+                    let left_operand = stack.boolean_stack.pop().unwrap();
+                    let right_operand = stack.boolean_stack.pop().unwrap();
+                    let value = match op {
+                        ast::BinaryBooleanOperator::And => left_operand & right_operand,
+                        ast::BinaryBooleanOperator::Or => left_operand | right_operand,
+                        ast::BinaryBooleanOperator::Xor => left_operand ^ right_operand,
+                    };
+                    stack.boolean_stack.push(value);
+                }
+                OpCode::Variable(variable) => {
+                    let value = ArithmeticValue::Integer(match variable {
+                        ast::Variable::X => registers.x,
+                        ast::Variable::Y => registers.y,
+                        ast::Variable::N => registers.n,
+                        ast::Variable::P => registers.p,
+                        ast::Variable::K => registers.k,
+                    });
+                    stack.arithmetic_stack.push(value);
+                }
+                OpCode::Literal(literal) => {
+                    stack
+                        .arithmetic_stack
+                        .push(ArithmeticValue::Integer(*literal));
+                }
+            }
+        }
+
+        /*struct Resolver<'f> {
             f: &'f dyn Fn(&Resolver, usize) -> VmOutput,
         }
 
@@ -346,7 +567,18 @@ impl<'code> Vm<'code> {
             },
         };
 
-        (resolver.f)(&resolver, 0)
+        (resolver.f)(&resolver, 0)*/
+
+        self
+    }
+
+    pub fn output_bool(&mut self) -> Result<bool, ()> {
+        self.stack.boolean_stack.pop().ok_or(())
+    }
+
+    #[allow(unused)]
+    pub fn output_arithmetic(&mut self) -> Result<ArithmeticValue, ()> {
+        self.stack.arithmetic_stack.pop().ok_or(())
     }
 }
 
@@ -356,28 +588,32 @@ fn compile_expression(expression: Expression, code: &mut Vec<Bytecode>) -> usize
         Expression::Boolean(expression) => match expression {
             ast::BooleanExpression::BinaryBooleanConjunction(expression) => {
                 let expression = *expression;
-                code.push((OpCode::BinaryBooleanOperator(expression.operator), 0));
+                // code.push((OpCode::BinaryBooleanOperator(expression.operator), 0));
+                code.push(OpCode::BinaryBooleanOperator(expression.operator));
                 let index = code.len() - 1;
                 let left_operand_size =
                     compile_expression(Expression::Boolean(expression.left_operand), code);
                 let right_operand_size =
                     compile_expression(Expression::Boolean(expression.right_operand), code);
-                code[index].1 = left_operand_size + 1;
+                // code[index].1 = left_operand_size + 1;
                 return 1 + left_operand_size + right_operand_size;
             }
             ast::BooleanExpression::UnaryBooleanConjunction(expression) => {
                 let expression = *expression;
-                code.push((OpCode::UnaryBooleanOperator(expression.operator), 0));
+                // code.push((OpCode::UnaryBooleanOperator(expression.operator), 0));
+                code.push(OpCode::UnaryBooleanOperator(expression.operator));
                 let operand_size =
                     compile_expression(Expression::Boolean(expression.operand), code);
                 return 1 + operand_size;
             }
             ast::BooleanExpression::ComparisonConjunction(expression) => {
-                code.push((OpCode::ComparisonOperator(expression.operator), 0));
+                // code.push((OpCode::ComparisonOperator(expression.operator), 0));
+                code.push(OpCode::ComparisonOperator(expression.operator));
                 let index = code.len() - 1;
                 let left_operand_size = match expression.left_operand {
                     ast::ArithmeticOperand::Literal(literal) => {
-                        code.push((OpCode::Literal(literal), 0));
+                        // code.push((OpCode::Literal(literal), 0));
+                        code.push(OpCode::Literal(literal));
                         1_usize
                     }
                     ast::ArithmeticOperand::Expression(expression) => {
@@ -386,28 +622,32 @@ fn compile_expression(expression: Expression, code: &mut Vec<Bytecode>) -> usize
                 };
                 let right_operand_size = match expression.right_operand {
                     ast::ArithmeticOperand::Literal(literal) => {
-                        code.push((OpCode::Literal(literal), 0));
+                        // code.push((OpCode::Literal(literal), 0));
+                        code.push(OpCode::Literal(literal));
                         1_usize
                     }
                     ast::ArithmeticOperand::Expression(expression) => {
                         compile_expression(Expression::Arithmetic(*expression), code)
                     }
                 };
-                code[index].1 = left_operand_size + 1;
+                // code[index].1 = left_operand_size + 1;
                 return 1 + left_operand_size + right_operand_size;
             }
         },
         Expression::Arithmetic(expression) => match expression {
             ast::ArithmeticExpression::Variable(variable) => {
-                code.push((OpCode::Variable(variable), 0));
+                // code.push((OpCode::Variable(variable), 0));
+                code.push(OpCode::Variable(variable));
                 return 1;
             }
             ast::ArithmeticExpression::UnaryArithmeticConjunction(expression) => {
                 let expression = *expression;
-                code.push((OpCode::UnaryArithmeticOperator(expression.operator), 0));
+                // code.push((OpCode::UnaryArithmeticOperator(expression.operator), 0));
+                code.push(OpCode::UnaryArithmeticOperator(expression.operator));
                 let operand_size = match expression.operand {
                     ast::ArithmeticOperand::Literal(literal) => {
-                        code.push((OpCode::Literal(literal), 0));
+                        // code.push((OpCode::Literal(literal), 0));
+                        code.push(OpCode::Literal(literal));
                         1_usize
                     }
                     ast::ArithmeticOperand::Expression(expression) => {
@@ -417,11 +657,13 @@ fn compile_expression(expression: Expression, code: &mut Vec<Bytecode>) -> usize
                 return 1 + operand_size;
             }
             ast::ArithmeticExpression::BinaryArithmeticConjunction(expression) => {
-                code.push((OpCode::BinaryArithmeticOperator(expression.operator), 0));
+                // code.push((OpCode::BinaryArithmeticOperator(expression.operator), 0));
+                code.push(OpCode::BinaryArithmeticOperator(expression.operator));
                 let index = code.len() - 1;
                 let left_operand_size = match expression.left_operand {
                     ast::ArithmeticOperand::Literal(literal) => {
-                        code.push((OpCode::Literal(literal), 0));
+                        // code.push((OpCode::Literal(literal), 0));
+                        code.push(OpCode::Literal(literal));
                         1_usize
                     }
                     ast::ArithmeticOperand::Expression(expression) => {
@@ -430,14 +672,15 @@ fn compile_expression(expression: Expression, code: &mut Vec<Bytecode>) -> usize
                 };
                 let right_operand_size = match expression.right_operand {
                     ast::ArithmeticOperand::Literal(literal) => {
-                        code.push((OpCode::Literal(literal), 0));
+                        // code.push((OpCode::Literal(literal), 0));
+                        code.push(OpCode::Literal(literal));
                         1_usize
                     }
                     ast::ArithmeticOperand::Expression(expression) => {
                         compile_expression(Expression::Arithmetic(*expression), code)
                     }
                 };
-                code[index].1 = left_operand_size + 1;
+                // code[index].1 = left_operand_size + 1;
                 return 1 + left_operand_size + right_operand_size;
             }
         },
@@ -452,13 +695,48 @@ fn boolean_compilation_test() {
 }
 
 #[test]
-fn run_test() {
+fn test_vm_simple() {
     let expression = parsing::parse_relation("(= (ham (^ x y)) (ham 1))");
     if let Err(e) = expression {
         println!("{}", e);
         panic!();
     }
     let code = compile_boolean(expression.unwrap());
-    let vm = Vm::load(&code, Registers::load(0b_1011, 0b_1111, 10, 2, 3));
-    println!("{:?}", vm.run());
+    let mut stack = VmStack::from_code(&code);
+    let mut vm = Vm::load(
+        &code,
+        Registers::load(0b_1011, 0b_1111, 10, 2, 3),
+        &mut stack,
+    );
+    let output = vm.run().output_bool().unwrap();
+    assert_eq!(output, true);
+    let mut vm = Vm::load(
+        &code,
+        Registers::load(0b_1011, 0b_1110, 10, 2, 3),
+        &mut stack,
+    );
+    let output = vm.run().output_bool().unwrap();
+    assert_eq!(output, false);
+}
+
+#[test]
+fn test_vm_contrived() {
+    let expression = parsing::parse_relation("and (= (ham (^ x y)) (ham (+ 3 x))) (> (* x y) 5)");
+    if let Err(e) = expression {
+        println!("{}", e);
+        panic!();
+    }
+    let code = compile_boolean(expression.unwrap());
+    let mut stack = VmStack::from_code(&code);
+
+    let as_rust = |x: u64, y: u64| ((x + 3).count_ones() == (x ^ y).count_ones()) && (x * y > 5);
+
+    for x in 0..(1 << 4) {
+        for y in 0..(1 << 4) {
+            let mut vm = Vm::load(&code, Registers::load(x, y, 10, 2, 3), &mut stack);
+            let output = vm.run().output_bool().unwrap();
+            let expected = as_rust(x, y);
+            assert_eq!(output, expected);
+        }
+    }
 }
diff --git a/time.ps1 b/time.ps1
new file mode 100644
index 0000000..ed460fe
--- /dev/null
+++ b/time.ps1
@@ -0,0 +1,2 @@
+venv/Scripts/activate
+python test/bounds.py