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July 5, 2023 10:41
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<?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="346" onload="init(evt)" viewBox="0 0 1200 346" 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:"Verdana"; font-size:12px; fill:rgb(0,0,0); } | |
#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 = true; | |
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; | |
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"); | |
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); | |
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. | |
var el = frames.children; | |
for(var i = 0; i < el.length; i++) { | |
update_text(el[i]); | |
} | |
// 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(); | |
if (!isEdge) { | |
svg.removeAttribute("viewBox"); | |
} | |
}, 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 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 (/^ *\$/.test(txt) || 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; | |
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); | |
update_text(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); | |
update_text(e); | |
} | |
} | |
} | |
} | |
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(el[i]); | |
} | |
} | |
// 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) + "%"; | |
} | |
]]></script><rect x="0" y="0" width="100%" height="346" fill="url(#background)"/><text id="title" x="50.0000%" y="24.00">py-spy record -o profile.svg -- python test/profile_zoo.py</text><text id="details" x="10" y="40.00"> </text><text id="unzoom" class="hide" x="10" y="24.00">Reset Zoom</text><text id="search" x="1190" y="24.00">Search</text><text id="matched" x="1190" y="335.00"> </text><svg id="frames" x="10" width="1180" total_samples="124"><g><title>workload_multiple_dispatch (test_zoo.py:27) (1 samples, 0.81%)</title><rect x="0.0000%" y="84" width="0.8065%" height="15" fill="rgb(227,0,7)" fg:x="0" fg:w="1"/><text x="0.2500%" y="94.50"></text></g><g><title>__init__ (example_py_multiple_dispatch/zoo.py:53) (1 samples, 0.81%)</title><rect x="4.8387%" y="100" width="0.8065%" height="15" fill="rgb(217,0,24)" fg:x="6" fg:w="1"/><text x="5.0887%" y="110.50"></text></g><g><title>workload_multiple_dispatch (test_zoo.py:28) (7 samples, 5.65%)</title><rect x="0.8065%" y="84" width="5.6452%" height="15" fill="rgb(221,193,54)" fg:x="1" fg:w="7"/><text x="1.0565%" y="94.50">workloa..</text></g><g><title>choice (random.py:378) (1 samples, 0.81%)</title><rect x="5.6452%" y="100" width="0.8065%" height="15" fill="rgb(248,212,6)" fg:x="7" fg:w="1"/><text x="5.8952%" y="110.50"></text></g><g><title>_randbelow_with_getrandbits (random.py:244) (1 samples, 0.81%)</title><rect x="5.6452%" y="116" width="0.8065%" height="15" fill="rgb(208,68,35)" fg:x="7" fg:w="1"/><text x="5.8952%" y="126.50"></text></g><g><title>__call__ (plum/function.py:368) (1 samples, 0.81%)</title><rect x="8.8710%" y="100" width="0.8065%" height="15" fill="rgb(232,128,0)" fg:x="11" fg:w="1"/><text x="9.1210%" y="110.50"></text></g><g><title>_resolve_pending_registrations (plum/function.py:246) (1 samples, 0.81%)</title><rect x="8.8710%" y="116" width="0.8065%" height="15" fill="rgb(207,160,47)" fg:x="11" fg:w="1"/><text x="9.1210%" y="126.50"></text></g><g><title>extract_signature (plum/signature.py:191) (1 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