From 4aaf42bba526ed1966e45f5eabd36fcbd34f17c2 Mon Sep 17 00:00:00 2001
From: iamazy <iamazy.me@outlook.com>
Date: Sat, 25 Feb 2023 00:14:03 +0800
Subject: [PATCH] build: add unit tests for incremental fetch (#28)

* docs: update flamegraph

* build: add unit tests

* ci: update merge conditions

* feat: make fetch records more controllable.

* chore: remove dead code.

* fix(fetch): fetch records in order.

* build: add unit tests for incremental fetch

* chore(deps): bump `kafka-protocol` to 0.5.1
---
 .mergify.yml                  |   4 +-
 Cargo.toml                    |   6 +-
 README.md                     |   2 +-
 benches/flamegraph.svg        | 491 ++++++++++++++++++++++
 benchmark/flamegraph.svg      | 491 ----------------------
 examples/simple_consumer.rs   |   6 +-
 examples/simple_producer.rs   |   2 +-
 src/consumer/fetch_session.rs | 751 +++++++++++++++++++++++++++++++++-
 src/consumer/fetcher.rs       |  90 +++-
 src/consumer/mod.rs           | 123 ++++--
 src/coordinator/consumer.rs   |  72 +++-
 src/coordinator/mod.rs        |   2 +
 src/error.rs                  |   4 +-
 src/executor/mod.rs           |   6 +-
 src/lib.rs                    |   6 +-
 15 files changed, 1466 insertions(+), 590 deletions(-)
 create mode 100644 benches/flamegraph.svg
 delete mode 100644 benchmark/flamegraph.svg

diff --git a/.mergify.yml b/.mergify.yml
index 715cadb..42c3dcf 100644
--- a/.mergify.yml
+++ b/.mergify.yml
@@ -18,8 +18,8 @@ pull_request_rules:
     conditions:
       - or:
           - and:
-              - "#approved-reviews-by>=0"
-              - "#changes-requested-reviews-by=0"
+              - "#approved-reviews-by>=1"
+              - "#changes-requested-reviews-by=1"
               - -draft
               - check-success=fmt
               - check-success=test
diff --git a/Cargo.toml b/Cargo.toml
index 486f08e..cf9b225 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -26,7 +26,7 @@ fnv = "1"
 futures = "0.3"
 fxhash = "0.2"
 indexmap = "1"
-kafka-protocol = { git = "https://github.com/iamazy/kafka-protocol-rs", branch = "trunk"}
+kafka-protocol = { git = "https://github.com/iamazy/kafka-protocol-rs", rev = "d8a289bbdebd71f89d52838810303902a7368773"}
 native-tls = "0.2"
 pin-project-lite = "0.2"
 rand = "0.8"
@@ -37,9 +37,11 @@ tokio-util = { version = "0.7", features = ["codec"], optional = true }
 tokio-native-tls = { version = "0.3", optional = true }
 tracing = "0.1"
 url = "2.1"
-uuid = "0.8"
+uuid = "1.3"
 
 [dev-dependencies]
+rand = "0.8"
+pretty_assertions = "1"
 tokio = { version = "1", features = ["full"] }
 tracing-subscriber = "0.3"
 
diff --git a/README.md b/README.md
index 2ec4cad..32555e5 100644
--- a/README.md
+++ b/README.md
@@ -85,7 +85,7 @@ Examples can be found in [`examples`](https://github.com/iamazy/kafkas/blob/main
 
 ## Flame graph
 
-<img style="width:800px" src="./benchmark/flamegraph.svg"  alt="flamegraph"/>
+<img style="width:800px" src="benches/flamegraph.svg"  alt="flamegraph"/>
 
 ## Rust version requirements
 
diff --git a/benches/flamegraph.svg b/benches/flamegraph.svg
new file mode 100644
index 0000000..18f07ae
--- /dev/null
+++ b/benches/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="678" onload="init(evt)" viewBox="0 0 1200 678" 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; 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 = 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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width="0.0186%" height="15" fill="rgb(247,143,39)" fg:x="15944" fg:w="34"/><text x="8.9659%" y="447.50"></text></g><g><title>libsystem_malloc.dylib`0x7ff8147665ae (24 samples, 0.01%)</title><rect x="8.7378%" y="437" width="0.0131%" height="15" fill="rgb(236,97,10)" fg:x="15984" fg:w="24"/><text x="8.9878%" y="447.50"></text></g><g><title>libsystem_malloc.dylib`0x7ff8147665d8 (23 samples, 0.01%)</title><rect x="8.7755%" y="437" width="0.0126%" height="15" fill="rgb(233,208,19)" fg:x="16053" fg:w="23"/><text x="9.0255%" y="447.50"></text></g><g><title>libsystem_malloc.dylib`0x7ff8147665e4 (38 samples, 0.02%)</title><rect x="8.7887%" y="437" width="0.0208%" height="15" fill="rgb(216,164,2)" fg:x="16077" fg:w="38"/><text x="9.0387%" y="447.50"></text></g><g><title>simple_producer`futures_channel::mpsc::decode_state (62 samples, 0.03%)</title><rect x="8.8165%" y="437" width="0.0339%" height="15" fill="rgb(220,129,5)" fg:x="16128" fg:w="62"/><text x="9.0665%" 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y="437" width="0.0153%" height="15" fill="rgb(221,136,13)" fg:x="59421" fg:w="28"/><text x="32.7331%" y="447.50"></text></g><g><title>libsystem_malloc.dylib`0x7ff814782d19 (26 samples, 0.01%)</title><rect x="32.4995%" y="437" width="0.0142%" height="15" fill="rgb(249,199,10)" fg:x="59451" fg:w="26"/><text x="32.7495%" y="447.50"></text></g><g><title>libsystem_malloc.dylib`0x7ff814782d28 (29 samples, 0.02%)</title><rect x="32.5214%" y="437" width="0.0159%" height="15" fill="rgb(249,222,13)" fg:x="59491" fg:w="29"/><text x="32.7714%" y="447.50"></text></g><g><title>libsystem_platform.dylib`DYLD-STUB$$_platform_memmove (104 samples, 0.06%)</title><rect x="32.5399%" y="437" width="0.0569%" height="15" fill="rgb(244,185,38)" fg:x="59525" fg:w="104"/><text x="32.7899%" y="447.50"></text></g><g><title>libsystem_platform.dylib`_platform_memmove$VARIANT$Haswell (517 samples, 0.28%)</title><rect x="32.5968%" y="437" width="0.2826%" height="15" fill="rgb(236,202,9)" fg:x="59629" fg:w="517"/><text x="32.8468%" y="447.50"></text></g><g><title>simple_producer`&lt;kafkas::producer::aggregator::RecordAggregator as kafkas::producer::aggregator::Aggregator&gt;::try_push (76 samples, 0.04%)</title><rect x="32.8794%" y="437" width="0.0415%" height="15" fill="rgb(250,229,37)" fg:x="60146" fg:w="76"/><text x="33.1294%" y="447.50"></text></g><g><title>simple_producer`dashmap::DashMap&lt;K,V,S&gt;::get (19 samples, 0.01%)</title><rect x="34.4248%" y="405" width="0.0104%" height="15" fill="rgb(206,174,23)" fg:x="62973" fg:w="19"/><text x="34.6748%" y="415.50"></text></g><g><title>simple_producer`&lt;core::hash::sip::Hasher&lt;S&gt; as core::hash::Hasher&gt;::write (68 samples, 0.04%)</title><rect x="34.5642%" y="389" width="0.0372%" height="15" fill="rgb(211,33,43)" fg:x="63228" fg:w="68"/><text x="34.8142%" y="399.50"></text></g><g><title>libsystem_platform.dylib`DYLD-STUB$$_platform_memcmp (22 samples, 0.01%)</title><rect x="35.6586%" y="373" width="0.0120%" height="15" 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x="95.9915%" y="287.50"></text></g><g><title>simple_producer`tokio::runtime::time::entry::TimerEntry::reset (28 samples, 0.02%)</title><rect x="95.7623%" y="293" width="0.0153%" height="15" fill="rgb(224,40,46)" fg:x="175177" fg:w="28"/><text x="96.0123%" y="303.50"></text></g><g><title>simple_producer`tokio::runtime::time::_&lt;impl tokio::runtime::time::handle::Handle&gt;::reregister (22 samples, 0.01%)</title><rect x="95.7656%" y="277" width="0.0120%" height="15" fill="rgb(236,108,47)" fg:x="175183" fg:w="22"/><text x="96.0156%" y="287.50"></text></g><g><title>simple_producer`&lt;tokio::time::sleep::Sleep as core::future::future::Future&gt;::poll (43 samples, 0.02%)</title><rect x="95.7590%" y="309" width="0.0235%" height="15" fill="rgb(234,93,0)" fg:x="175171" fg:w="43"/><text x="96.0090%" y="319.50"></text></g><g><title>libsystem_kernel.dylib`__psynch_cvsignal (176 samples, 0.10%)</title><rect x="95.8765%" y="245" width="0.0962%" height="15" fill="rgb(224,213,32)" fg:x="175386" 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fill="rgb(232,209,1)" fg:x="175312" fg:w="354"/><text x="96.0861%" y="287.50"></text></g><g><title>simple_producer`futures_channel::mpsc::UnboundedSender&lt;T&gt;::unbounded_send (438 samples, 0.24%)</title><rect x="95.7934%" y="309" width="0.2394%" height="15" fill="rgb(232,6,1)" fg:x="175234" fg:w="438"/><text x="96.0434%" y="319.50"></text></g><g><title>simple_producer`tokio::runtime::task::waker::wake_by_val (370 samples, 0.20%)</title><rect x="95.8306%" y="293" width="0.2023%" height="15" fill="rgb(210,224,50)" fg:x="175302" fg:w="370"/><text x="96.0806%" y="303.50"></text></g><g><title>libsystem_malloc.dylib`0x7ff81476b006 (20 samples, 0.01%)</title><rect x="96.0493%" y="293" width="0.0109%" height="15" fill="rgb(228,127,35)" fg:x="175702" fg:w="20"/><text x="96.2993%" y="303.50"></text></g><g><title>simple_producer`&lt;futures_channel::oneshot::Receiver&lt;T&gt; as core::future::future::Future&gt;::poll (26 samples, 0.01%)</title><rect x="96.0706%" y="293" width="0.0142%" height="15" fill="rgb(245,102,45)" fg:x="175741" fg:w="26"/><text x="96.3206%" y="303.50"></text></g><g><title>simple_producer`futures_util::future::future::FutureExt::poll_unpin (96 samples, 0.05%)</title><rect x="96.0340%" y="309" width="0.0525%" height="15" fill="rgb(214,1,49)" fg:x="175674" fg:w="96"/><text x="96.2840%" y="319.50"></text></g><g><title>simple_producer`kafkas::connection::ConnectionSender&lt;Exe&gt;::send::_{{closure}} (789 samples, 0.43%)</title><rect x="95.6672%" y="325" width="0.4313%" height="15" fill="rgb(226,163,40)" fg:x="175003" fg:w="789"/><text x="95.9172%" y="335.50"></text></g><g><title>simple_producer`kafkas::connection_manager::ConnectionManager&lt;Exe&gt;::invoke::_{{closure}} (920 samples, 0.50%)</title><rect x="95.6016%" y="341" width="0.5029%" height="15" fill="rgb(239,212,28)" fg:x="174883" fg:w="920"/><text x="95.8516%" y="351.50"></text></g><g><title>simple_producer`kafkas::metadata::Cluster::drain_node (24 samples, 0.01%)</title><rect 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diff --git a/benchmark/flamegraph.svg b/benchmark/flamegraph.svg
deleted file mode 100644
index 59ff86d..0000000
--- a/benchmark/flamegraph.svg
+++ /dev/null
@@ -1,491 +0,0 @@
-<?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="582" onload="init(evt)" viewBox="0 0 1200 582" 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; 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 = 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 + "%";
-}
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y="143.50"></text></g><g><title>libsystem_malloc.dylib`small_malloc_should_clear (61 samples, 0.03%)</title><rect x="63.9326%" y="117" width="0.0314%" height="15" fill="rgb(249,21,11)" fg:x="124372" fg:w="61"/><text x="64.1826%" y="127.50"></text></g><g><title>libsystem_malloc.dylib`small_malloc_from_free_list (37 samples, 0.02%)</title><rect x="63.9450%" y="101" width="0.0190%" height="15" fill="rgb(222,201,40)" fg:x="124396" fg:w="37"/><text x="64.1950%" y="111.50"></text></g><g><title>hello_kafka`&lt;kafka_protocol::protocol::types::Array&lt;E&gt; as kafka_protocol::protocol::Decoder&lt;alloc::vec::Vec&lt;T&gt;&gt;&gt;::decode (205 samples, 0.11%)</title><rect x="63.8710%" y="149" width="0.1054%" height="15" fill="rgb(235,61,29)" fg:x="124252" fg:w="205"/><text x="64.1210%" y="159.50"></text></g><g><title>libsystem_platform.dylib`_platform_memmove$VARIANT$Haswell (24 samples, 0.01%)</title><rect x="63.9640%" y="133" width="0.0123%" height="15" fill="rgb(219,207,3)" fg:x="124433" 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y="101" width="0.0267%" height="15" fill="rgb(249,195,6)" fg:x="124573" fg:w="52"/><text x="64.2860%" y="111.50"></text></g><g><title>libsystem_malloc.dylib`tiny_malloc_from_free_list (36 samples, 0.02%)</title><rect x="64.0442%" y="85" width="0.0185%" height="15" fill="rgb(237,174,47)" fg:x="124589" fg:w="36"/><text x="64.2942%" y="95.50"></text></g><g><title>hello_kafka`alloc::raw_vec::finish_grow (56 samples, 0.03%)</title><rect x="64.0344%" y="133" width="0.0288%" height="15" fill="rgb(206,201,31)" fg:x="124570" fg:w="56"/><text x="64.2844%" y="143.50"></text></g><g><title>libsystem_malloc.dylib`nanov2_malloc (23 samples, 0.01%)</title><rect x="64.0714%" y="101" width="0.0118%" height="15" fill="rgb(231,57,52)" fg:x="124642" fg:w="23"/><text x="64.3214%" y="111.50"></text></g><g><title>hello_kafka`hashbrown::raw::inner::RawTable&lt;T,A&gt;::reserve_rehash (41 samples, 0.02%)</title><rect x="64.0653%" y="117" width="0.0211%" height="15" fill="rgb(248,177,22)" fg:x="124630" fg:w="41"/><text x="64.3153%" y="127.50"></text></g><g><title>hello_kafka`hashbrown::raw::inner::RawTable&lt;T,A&gt;::insert (51 samples, 0.03%)</title><rect x="64.0632%" y="133" width="0.0262%" height="15" fill="rgb(215,211,37)" fg:x="124626" fg:w="51"/><text x="64.3132%" y="143.50"></text></g><g><title>hello_kafka`indexmap::map::core::IndexMapCore&lt;K,V&gt;::insert_full (138 samples, 0.07%)</title><rect x="64.0247%" y="149" width="0.0709%" height="15" fill="rgb(241,128,51)" fg:x="124551" fg:w="138"/><text x="64.2747%" y="159.50"></text></g><g><title>hello_kafka`indexmap::map::IndexMap&lt;K,V,S&gt;::insert (161 samples, 0.08%)</title><rect x="64.0154%" y="165" width="0.0828%" height="15" fill="rgb(227,165,31)" fg:x="124533" fg:w="161"/><text x="64.2654%" y="175.50"></text></g><g><title>hello_kafka`&lt;kafka_protocol::protocol::types::Array&lt;E&gt; as kafka_protocol::protocol::Decoder&lt;indexmap::map::IndexMap&lt;K,V&gt;&gt;&gt;::decode (475 samples, 0.24%)</title><rect x="63.8560%" y="181" width="0.2442%" height="15" fill="rgb(228,167,24)" fg:x="124223" fg:w="475"/><text x="64.1060%" y="191.50"></text></g><g><title>hello_kafka`&lt;kafka_protocol::messages::produce_response::ProduceResponse as kafka_protocol::protocol::Decodable&gt;::decode (501 samples, 0.26%)</title><rect x="63.8483%" y="197" width="0.2575%" height="15" fill="rgb(228,143,12)" fg:x="124208" fg:w="501"/><text x="64.0983%" y="207.50"></text></g><g><title>hello_kafka`core::hash::BuildHasher::hash_one (111 samples, 0.06%)</title><rect x="64.1208%" y="197" width="0.0571%" height="15" fill="rgb(249,149,8)" fg:x="124738" fg:w="111"/><text x="64.3708%" y="207.50"></text></g><g><title>hello_kafka`kafkas::protocol::KafkaCodec::decode_response (679 samples, 0.35%)</title><rect x="63.8365%" y="213" width="0.3490%" height="15" fill="rgb(243,35,44)" fg:x="124185" fg:w="679"/><text x="64.0865%" y="223.50"></text></g><g><title>hello_kafka`&lt;kafkas::protocol::KafkaCodec as tokio_util::codec::decoder::Decoder&gt;::decode (775 samples, 0.40%)</title><rect x="63.7954%" y="229" width="0.3984%" height="15" fill="rgb(246,89,9)" fg:x="124105" fg:w="775"/><text x="64.0454%" y="239.50"></text></g><g><title>hello_kafka`&lt;&amp;mio::net::tcp::stream::TcpStream as std::io::Read&gt;::read (1,326 samples, 0.68%)</title><rect x="64.2318%" y="197" width="0.6816%" height="15" fill="rgb(233,213,13)" fg:x="124954" fg:w="1326"/><text x="64.4818%" y="207.50"></text></g><g><title>libsystem_kernel.dylib`__recvfrom (1,296 samples, 0.67%)</title><rect x="64.2472%" y="181" width="0.6662%" height="15" fill="rgb(233,141,41)" fg:x="124984" fg:w="1296"/><text x="64.4972%" y="191.50"></text></g><g><title>hello_kafka`tokio::runtime::io::scheduled_io::ScheduledIo::poll_readiness (23 samples, 0.01%)</title><rect x="64.9253%" y="181" width="0.0118%" height="15" fill="rgb(239,167,4)" fg:x="126303" fg:w="23"/><text x="65.1753%" 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fg:x="124054" fg:w="2303"/><text x="64.0192%" y="255.50"></text></g><g><title>hello_kafka`futures_util::lock::bilock::BiLock&lt;T&gt;::poll_lock (34 samples, 0.02%)</title><rect x="64.9587%" y="245" width="0.0175%" height="15" fill="rgb(252,106,19)" fg:x="126368" fg:w="34"/><text x="65.2087%" y="255.50"></text></g><g><title>hello_kafka`&lt;futures_util::stream::stream::split::SplitStream&lt;S&gt; as futures_core::stream::Stream&gt;::poll_next (2,388 samples, 1.23%)</title><rect x="63.7625%" y="261" width="1.2275%" height="15" fill="rgb(206,74,20)" fg:x="124041" fg:w="2388"/><text x="64.0125%" y="271.50"></text></g><g><title>hello_kafka`alloc::collections::btree::map::entry::OccupiedEntry&lt;K,V,A&gt;::remove_entry (30 samples, 0.02%)</title><rect x="64.9911%" y="261" width="0.0154%" height="15" fill="rgb(230,138,44)" fg:x="126431" fg:w="30"/><text x="65.2411%" y="271.50"></text></g><g><title>hello_kafka`tokio::runtime::scheduler::multi_thread::worker::_&lt;impl 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fg:w="2903"/><text x="63.8357%" y="287.50"></text></g><g><title>hello_kafka`&lt;futures_util::future::future::map::Map&lt;Fut,F&gt; as core::future::future::Future&gt;::poll (2,966 samples, 1.52%)</title><rect x="63.5589%" y="293" width="1.5247%" height="15" fill="rgb(239,54,39)" fg:x="123645" fg:w="2966"/><text x="63.8089%" y="303.50"></text></g><g><title>hello_kafka`&lt;kafkas::executor::Interval as futures_core::stream::Stream&gt;::poll_next (21 samples, 0.01%)</title><rect x="65.0856%" y="293" width="0.0108%" height="15" fill="rgb(230,99,41)" fg:x="126615" fg:w="21"/><text x="65.3356%" y="303.50"></text></g><g><title>hello_kafka`&lt;kafkas::producer::SendFuture as core::future::future::Future&gt;::poll (34 samples, 0.02%)</title><rect x="65.0964%" y="293" width="0.0175%" height="15" fill="rgb(253,106,12)" fg:x="126636" fg:w="34"/><text x="65.3464%" y="303.50"></text></g><g><title>hello_kafka`&lt;tokio::runtime::task::core::TaskIdGuard as core::ops::drop::Drop&gt;::drop (143 samples, 0.07%)</title><rect x="65.1139%" y="293" width="0.0735%" height="15" fill="rgb(213,46,41)" fg:x="126670" fg:w="143"/><text x="65.3639%" y="303.50"></text></g><g><title>hello_kafka`DYLD-STUB$$memcpy (38 samples, 0.02%)</title><rect x="65.1900%" y="293" width="0.0195%" height="15" fill="rgb(215,133,35)" fg:x="126818" fg:w="38"/><text x="65.4400%" y="303.50"></text></g><g><title>hello_kafka`__rdl_dealloc (68 samples, 0.03%)</title><rect x="65.2095%" y="293" width="0.0350%" height="15" fill="rgb(213,28,5)" fg:x="126856" fg:w="68"/><text x="65.4595%" y="303.50"></text></g><g><title>hello_kafka`alloc::sync::Arc&lt;T&gt;::drop_slow (68 samples, 0.03%)</title><rect x="65.2455%" y="293" width="0.0350%" height="15" fill="rgb(215,77,49)" fg:x="126926" fg:w="68"/><text x="65.4955%" y="303.50"></text></g><g><title>hello_kafka`core::ptr::drop_in_place&lt;kafkas::producer::Producer&lt;kafkas::executor::TokioExecutor&gt;::send_raw::{{closure}}&gt; (21 samples, 0.01%)</title><rect x="65.2805%" y="293" width="0.0108%" height="15" fill="rgb(248,100,22)" fg:x="126994" fg:w="21"/><text x="65.5305%" y="303.50"></text></g><g><title>hello_kafka`futures_util::stream::stream::StreamExt::poll_next_unpin (47 samples, 0.02%)</title><rect x="65.2913%" y="293" width="0.0242%" height="15" fill="rgb(208,67,9)" fg:x="127015" fg:w="47"/><text x="65.5413%" y="303.50"></text></g><g><title>hello_kafka`&lt;bytes::bytes_mut::BytesMut as core::ops::drop::Drop&gt;::drop (23 samples, 0.01%)</title><rect x="65.3504%" y="245" width="0.0118%" height="15" fill="rgb(219,133,21)" fg:x="127130" fg:w="23"/><text x="65.6004%" y="255.50"></text></g><g><title>hello_kafka`bytes::bytes_mut::BytesMut::split_to (23 samples, 0.01%)</title><rect x="65.3637%" y="229" width="0.0118%" height="15" fill="rgb(246,46,29)" fg:x="127156" fg:w="23"/><text x="65.6137%" y="239.50"></text></g><g><title>hello_kafka`&lt;bytes::bytes_mut::BytesMut as kafka_protocol::protocol::buf::ByteBuf&gt;::get_bytes (28 samples, 0.01%)</title><rect x="65.3622%" y="245" width="0.0144%" height="15" fill="rgb(246,185,52)" fg:x="127153" fg:w="28"/><text x="65.6122%" y="255.50"></text></g><g><title>hello_kafka`bytes::bytes_mut::BytesMut::extend_from_slice (129 samples, 0.07%)</title><rect x="65.3833%" y="229" width="0.0663%" height="15" fill="rgb(252,136,11)" fg:x="127194" fg:w="129"/><text x="65.6333%" y="239.50"></text></g><g><title>libsystem_platform.dylib`_platform_memmove$VARIANT$Haswell (129 samples, 0.07%)</title><rect x="65.3833%" y="213" width="0.0663%" height="15" fill="rgb(219,138,53)" fg:x="127194" fg:w="129"/><text x="65.6333%" y="223.50"></text></g><g><title>hello_kafka`&lt;tokio_util::codec::length_delimited::LengthDelimitedCodec as tokio_util::codec::encoder::Encoder&lt;bytes::bytes::Bytes&gt;&gt;::encode (152 samples, 0.08%)</title><rect x="65.3766%" y="245" width="0.0781%" height="15" fill="rgb(211,51,23)" fg:x="127181" fg:w="152"/><text x="65.6266%" y="255.50"></text></g><g><title>hello_kafka`&lt;bytes::bytes_mut::BytesMut as bytes::buf::buf_mut::BufMut&gt;::put_slice (21 samples, 0.01%)</title><rect x="65.4897%" y="197" width="0.0108%" height="15" fill="rgb(247,221,28)" fg:x="127401" fg:w="21"/><text x="65.7397%" y="207.50"></text></g><g><title>hello_kafka`&lt;bytes::bytes_mut::BytesMut as bytes::buf::buf_mut::BufMut&gt;::put_slice (30 samples, 0.02%)</title><rect x="65.5077%" y="181" width="0.0154%" height="15" fill="rgb(251,222,45)" fg:x="127436" fg:w="30"/><text x="65.7577%" y="191.50"></text></g><g><title>libsystem_malloc.dylib`malloc_zone_realloc (27 samples, 0.01%)</title><rect x="65.5375%" y="85" width="0.0139%" height="15" fill="rgb(217,162,53)" fg:x="127494" fg:w="27"/><text x="65.7875%" y="95.50"></text></g><g><title>libsystem_malloc.dylib`szone_realloc (25 samples, 0.01%)</title><rect x="65.5385%" y="69" width="0.0129%" height="15" fill="rgb(229,93,14)" fg:x="127496" fg:w="25"/><text x="65.7885%" 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x="72.7034%" y="239.50"></text></g><g><title>hello_kafka`alloc::vec::Vec&lt;T,A&gt;::into_boxed_slice (163 samples, 0.08%)</title><rect x="72.4349%" y="245" width="0.0838%" height="15" fill="rgb(250,87,22)" fg:x="140912" fg:w="163"/><text x="72.6849%" y="255.50"></text></g><g><title>hello_kafka`&lt;bytes::bytes::Bytes as core::convert::From&lt;alloc::vec::Vec&lt;u8&gt;&gt;&gt;::from (188 samples, 0.10%)</title><rect x="72.4252%" y="261" width="0.0966%" height="15" fill="rgb(239,43,17)" fg:x="140893" fg:w="188"/><text x="72.6752%" y="271.50"></text></g><g><title>hello_kafka`&lt;bytes::bytes_mut::BytesMut as bytes::buf::buf_mut::BufMut&gt;::put_slice (21 samples, 0.01%)</title><rect x="72.5218%" y="261" width="0.0108%" height="15" fill="rgb(231,177,25)" fg:x="141081" fg:w="21"/><text x="72.7718%" y="271.50"></text></g><g><title>hello_kafka`&lt;core::sync::atomic::AtomicPtr&lt;T&gt; as bytes::loom::sync::atomic::AtomicMut&lt;T&gt;&gt;::with_mut (38 samples, 0.02%)</title><rect x="72.5408%" y="261" width="0.0195%" height="15" fill="rgb(219,179,1)" fg:x="141118" fg:w="38"/><text x="72.7908%" y="271.50"></text></g><g><title>hello_kafka`alloc::sync::Arc&lt;T&gt;::drop_slow (58 samples, 0.03%)</title><rect x="72.6159%" y="245" width="0.0298%" height="15" fill="rgb(238,219,53)" fg:x="141264" fg:w="58"/><text x="72.8659%" y="255.50"></text></g><g><title>libsystem_malloc.dylib`_nanov2_free (91 samples, 0.05%)</title><rect x="72.6457%" y="245" width="0.0468%" height="15" fill="rgb(232,167,36)" fg:x="141322" fg:w="91"/><text x="72.8957%" y="255.50"></text></g><g><title>libsystem_malloc.dylib`nanov2_malloc (80 samples, 0.04%)</title><rect x="72.6925%" y="245" width="0.0411%" height="15" fill="rgb(244,19,51)" fg:x="141413" fg:w="80"/><text x="72.9425%" y="255.50"></text></g><g><title>hello_kafka`&lt;dashmap::iter::Iter&lt;K,V,S,M&gt; as core::iter::traits::iterator::Iterator&gt;::next (339 samples, 0.17%)</title><rect x="72.5603%" y="261" width="0.1743%" height="15" fill="rgb(224,6,22)" fg:x="141156" fg:w="339"/><text x="72.8103%" y="271.50"></text></g><g><title>hello_kafka`&lt;std::time::Instant as core::ops::arith::Add&lt;core::time::Duration&gt;&gt;::add (24 samples, 0.01%)</title><rect x="72.9248%" y="213" width="0.0123%" height="15" fill="rgb(224,145,5)" fg:x="141865" fg:w="24"/><text x="73.1748%" y="223.50"></text></g><g><title>libsystem_kernel.dylib`__psynch_cvsignal (1,209 samples, 0.62%)</title><rect x="72.9377%" y="213" width="0.6215%" height="15" fill="rgb(234,130,49)" fg:x="141890" fg:w="1209"/><text x="73.1877%" y="223.50"></text></g><g><title>libsystem_pthread.dylib`pthread_cond_signal (42 samples, 0.02%)</title><rect x="73.5776%" y="213" width="0.0216%" height="15" fill="rgb(254,6,2)" fg:x="143135" fg:w="42"/><text x="73.8276%" y="223.50"></text></g><g><title>libsystem_pthread.dylib`pthread_mutex_lock (52 samples, 0.03%)</title><rect x="73.5992%" y="213" width="0.0267%" height="15" fill="rgb(208,96,46)" fg:x="143177" fg:w="52"/><text x="73.8492%" y="223.50"></text></g><g><title>hello_kafka`dashmap::lock::RawRwLock::unlock_exclusive_slow (1,462 samples, 0.75%)</title><rect x="72.8775%" y="229" width="0.7515%" height="15" fill="rgb(239,3,39)" fg:x="141773" fg:w="1462"/><text x="73.1275%" y="239.50"></text></g><g><title>hello_kafka`alloc::sync::Arc&lt;T&gt;::drop_slow (1,545 samples, 0.79%)</title><rect x="72.8487%" y="245" width="0.7942%" height="15" fill="rgb(233,210,1)" fg:x="141717" fg:w="1545"/><text x="73.0987%" y="255.50"></text></g><g><title>libsystem_malloc.dylib`_nanov2_free (98 samples, 0.05%)</title><rect x="73.6599%" y="245" width="0.0504%" height="15" fill="rgb(244,137,37)" fg:x="143295" fg:w="98"/><text x="73.9099%" y="255.50"></text></g><g><title>libsystem_malloc.dylib`nanov2_malloc (123 samples, 0.06%)</title><rect x="73.7103%" y="245" width="0.0632%" height="15" fill="rgb(240,136,2)" fg:x="143393" fg:w="123"/><text x="73.9603%" y="255.50"></text></g><g><title>hello_kafka`&lt;dashmap::iter::IterMut&lt;K,V,S,M&gt; as core::iter::traits::iterator::Iterator&gt;::next (2,026 samples, 1.04%)</title><rect x="72.7346%" y="261" width="1.0415%" height="15" fill="rgb(239,18,37)" fg:x="141495" fg:w="2026"/><text x="72.9846%" y="271.50"></text></g><g><title>hello_kafka`&lt;i16 as kafka_protocol::error::ParseResponseErrorCode&gt;::is_ok (37 samples, 0.02%)</title><rect x="73.7761%" y="261" width="0.0190%" height="15" fill="rgb(218,185,22)" fg:x="143521" fg:w="37"/><text x="74.0261%" y="271.50"></text></g><g><title>hello_kafka`__rdl_dealloc (70 samples, 0.04%)</title><rect x="73.8095%" y="261" width="0.0360%" height="15" fill="rgb(225,218,4)" fg:x="143586" fg:w="70"/><text x="74.0595%" y="271.50"></text></g><g><title>hello_kafka`alloc::collections::btree::map::entry::OccupiedEntry&lt;K,V,A&gt;::remove_entry (20 samples, 0.01%)</title><rect x="73.8593%" y="245" width="0.0103%" height="15" fill="rgb(230,182,32)" fg:x="143683" fg:w="20"/><text x="74.1093%" y="255.50"></text></g><g><title>hello_kafka`alloc::collections::btree::map::BTreeMap&lt;K,V,A&gt;::remove (34 samples, 0.02%)</title><rect x="73.8563%" y="261" width="0.0175%" height="15" fill="rgb(242,56,43)" fg:x="143677" fg:w="34"/><text x="74.1063%" y="271.50"></text></g><g><title>libsystem_malloc.dylib`szone_malloc_should_clear (25 samples, 0.01%)</title><rect x="73.9298%" y="229" width="0.0129%" height="15" fill="rgb(233,99,24)" fg:x="143820" fg:w="25"/><text x="74.1798%" y="239.50"></text></g><g><title>libsystem_malloc.dylib`tiny_malloc_should_clear (23 samples, 0.01%)</title><rect x="73.9308%" y="213" width="0.0118%" height="15" fill="rgb(234,209,42)" fg:x="143822" fg:w="23"/><text x="74.1808%" y="223.50"></text></g><g><title>hello_kafka`alloc::collections::btree::node::Handle&lt;alloc::collections::btree::node::NodeRef&lt;alloc::collections::btree::node::marker::Mut,K,V,alloc::collections::btree::node::marker::Leaf&gt;,alloc::collections::btree::node::marker::Edge&gt;::insert_recursing (249 samples, 0.13%)</title><rect x="73.8866%" y="245" width="0.1280%" height="15" fill="rgb(227,7,12)" fg:x="143736" fg:w="249"/><text x="74.1366%" y="255.50"></text></g><g><title>libsystem_platform.dylib`_platform_memmove$VARIANT$Haswell (140 samples, 0.07%)</title><rect x="73.9426%" y="229" width="0.0720%" height="15" fill="rgb(245,203,43)" fg:x="143845" fg:w="140"/><text x="74.1926%" y="239.50"></text></g><g><title>libsystem_malloc.dylib`szone_malloc_should_clear (20 samples, 0.01%)</title><rect x="74.0238%" y="245" width="0.0103%" height="15" fill="rgb(238,205,33)" fg:x="144003" fg:w="20"/><text x="74.2738%" y="255.50"></text></g><g><title>hello_kafka`alloc::collections::btree::map::entry::VacantEntry&lt;K,V,A&gt;::insert (340 samples, 0.17%)</title><rect x="73.8763%" y="261" width="0.1748%" height="15" fill="rgb(231,56,7)" fg:x="143716" fg:w="340"/><text x="74.1263%" y="271.50"></text></g><g><title>libsystem_malloc.dylib`free_tiny (40 samples, 0.02%)</title><rect x="74.1292%" y="213" width="0.0206%" height="15" fill="rgb(244,186,29)" fg:x="144208" fg:w="40"/><text x="74.3792%" y="223.50"></text></g><g><title>hello_kafka`alloc::collections::btree::node::BalancingContext&lt;K,V&gt;::merge_tracking_child_edge (68 samples, 0.03%)</title><rect x="74.1205%" y="229" width="0.0350%" height="15" fill="rgb(234,111,31)" fg:x="144191" fg:w="68"/><text x="74.3705%" y="239.50"></text></g><g><title>hello_kafka`alloc::collections::btree::remove::_&lt;impl alloc::collections::btree::node::Handle&lt;alloc::collections::btree::node::NodeRef&lt;alloc::collections::btree::node::marker::Mut,K,V,alloc::collections::btree::node::marker::Leaf&gt;,alloc::collections::btree::node::marker::KV&gt;&gt;::remove_leaf_kv (234 samples, 0.12%)</title><rect x="74.0783%" y="245" width="0.1203%" height="15" fill="rgb(241,149,10)" fg:x="144109" fg:w="234"/><text x="74.3283%" y="255.50"></text></g><g><title>libsystem_platform.dylib`_platform_memmove$VARIANT$Haswell (72 samples, 0.04%)</title><rect x="74.1616%" y="229" width="0.0370%" height="15" fill="rgb(249,206,44)" fg:x="144271" fg:w="72"/><text x="74.4116%" y="239.50"></text></g><g><title>libsystem_platform.dylib`DYLD-STUB$$_platform_memmove (27 samples, 0.01%)</title><rect x="74.1986%" y="245" width="0.0139%" height="15" fill="rgb(251,153,30)" fg:x="144343" fg:w="27"/><text x="74.4486%" y="255.50"></text></g><g><title>hello_kafka`alloc::collections::btree::remove::_&lt;impl alloc::collections::btree::node::Handle&lt;alloc::collections::btree::node::NodeRef&lt;alloc::collections::btree::node::marker::Mut,K,V,alloc::collections::btree::node::marker::LeafOrInternal&gt;,alloc::collections::btree::node::marker::KV&gt;&gt;::remove_kv_tracking (327 samples, 0.17%)</title><rect x="74.0598%" y="261" width="0.1681%" height="15" fill="rgb(239,152,38)" fg:x="144073" fg:w="327"/><text x="74.3098%" y="271.50"></text></g><g><title>libsystem_platform.dylib`_platform_memmove$VARIANT$Haswell (30 samples, 0.02%)</title><rect x="74.2125%" y="245" width="0.0154%" height="15" fill="rgb(249,139,47)" fg:x="144370" fg:w="30"/><text x="74.4625%" y="255.50"></text></g><g><title>libsystem_malloc.dylib`szone_malloc_should_clear (28 samples, 0.01%)</title><rect x="74.2824%" y="181" width="0.0144%" height="15" fill="rgb(244,64,35)" fg:x="144506" fg:w="28"/><text x="74.5324%" y="191.50"></text></g><g><title>libsystem_malloc.dylib`small_malloc_should_clear (27 samples, 0.01%)</title><rect x="74.2829%" y="165" width="0.0139%" height="15" fill="rgb(216,46,15)" fg:x="144507" fg:w="27"/><text x="74.5329%" y="175.50"></text></g><g><title>libsystem_malloc.dylib`szone_realloc (86 samples, 0.04%)</title><rect x="74.2603%" y="197" width="0.0442%" height="15" fill="rgb(250,74,19)" fg:x="144463" fg:w="86"/><text x="74.5103%" y="207.50"></text></g><g><title>libsystem_malloc.dylib`malloc_zone_realloc (110 samples, 0.06%)</title><rect x="74.2485%" y="213" width="0.0565%" height="15" fill="rgb(249,42,33)" fg:x="144440" fg:w="110"/><text x="74.4985%" y="223.50"></text></g><g><title>libsystem_malloc.dylib`realloc (118 samples, 0.06%)</title><rect x="74.2464%" y="229" width="0.0607%" height="15" fill="rgb(242,149,17)" fg:x="144436" fg:w="118"/><text x="74.4964%" y="239.50"></text></g><g><title>hello_kafka`alloc::raw_vec::finish_grow (150 samples, 0.08%)</title><rect x="74.2366%" y="245" width="0.0771%" height="15" fill="rgb(244,29,21)" fg:x="144417" fg:w="150"/><text x="74.4866%" y="255.50"></text></g><g><title>hello_kafka`alloc::raw_vec::RawVec&lt;T,A&gt;::reserve_for_push (165 samples, 0.08%)</title><rect x="74.2300%" y="261" width="0.0848%" height="15" fill="rgb(220,130,37)" fg:x="144404" fg:w="165"/><text x="74.4800%" y="271.50"></text></g><g><title>libsystem_kernel.dylib`__psynch_cvsignal (39 samples, 0.02%)</title><rect x="74.3215%" y="229" width="0.0200%" height="15" fill="rgb(211,67,2)" fg:x="144582" fg:w="39"/><text x="74.5715%" y="239.50"></text></g><g><title>hello_kafka`dashmap::lock::RawRwLock::unlock_exclusive_slow (46 samples, 0.02%)</title><rect x="74.3204%" y="245" width="0.0236%" height="15" fill="rgb(235,68,52)" fg:x="144580" fg:w="46"/><text x="74.5704%" y="255.50"></text></g><g><title>hello_kafka`alloc::sync::Arc&lt;T&gt;::drop_slow (56 samples, 0.03%)</title><rect x="74.3158%" y="261" width="0.0288%" height="15" fill="rgb(246,142,3)" fg:x="144571" fg:w="56"/><text x="74.5658%" 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0.03%)</title><rect x="77.6910%" y="165" width="0.0278%" height="15" fill="rgb(207,184,53)" fg:x="151137" fg:w="54"/><text x="77.9410%" y="175.50"></text></g><g><title>hello_kafka`alloc::raw_vec::finish_grow (154 samples, 0.08%)</title><rect x="77.6412%" y="197" width="0.0792%" height="15" fill="rgb(224,95,51)" fg:x="151040" fg:w="154"/><text x="77.8912%" y="207.50"></text></g><g><title>libsystem_malloc.dylib`realloc (97 samples, 0.05%)</title><rect x="77.6705%" y="181" width="0.0499%" height="15" fill="rgb(212,188,45)" fg:x="151097" fg:w="97"/><text x="77.9205%" y="191.50"></text></g><g><title>hello_kafka`alloc::raw_vec::RawVec&lt;T,A&gt;::reserve::do_reserve_and_handle (185 samples, 0.10%)</title><rect x="77.6293%" y="213" width="0.0951%" height="15" fill="rgb(223,154,38)" fg:x="151017" fg:w="185"/><text x="77.8793%" y="223.50"></text></g><g><title>hello_kafka`bytes::bytes_mut::BytesMut::reserve_inner (197 samples, 0.10%)</title><rect x="77.6237%" y="229" width="0.1013%" height="15" 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0.01%)</title><rect x="83.2118%" y="117" width="0.0113%" height="15" fill="rgb(250,110,10)" fg:x="161877" fg:w="22"/><text x="83.4618%" y="127.50"></text></g><g><title>libsystem_malloc.dylib`malloc_zone_realloc (1,707 samples, 0.88%)</title><rect x="82.3539%" y="149" width="0.8775%" height="15" fill="rgb(248,123,6)" fg:x="160208" fg:w="1707"/><text x="82.6039%" y="159.50"></text></g><g><title>libsystem_malloc.dylib`szone_size (46 samples, 0.02%)</title><rect x="83.2365%" y="149" width="0.0236%" height="15" fill="rgb(206,91,31)" fg:x="161925" fg:w="46"/><text x="83.4865%" y="159.50"></text></g><g><title>libsystem_malloc.dylib`tiny_size (39 samples, 0.02%)</title><rect x="83.2401%" y="133" width="0.0200%" height="15" fill="rgb(211,154,13)" fg:x="161932" fg:w="39"/><text x="83.4901%" y="143.50"></text></g><g><title>libsystem_malloc.dylib`realloc (1,847 samples, 0.95%)</title><rect x="82.3112%" y="165" width="0.9494%" height="15" fill="rgb(225,148,7)" fg:x="160125" fg:w="1847"/><text 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y="245" width="0.0139%" height="15" fill="rgb(252,170,7)" fg:x="169704" fg:w="27"/><text x="87.4853%" y="255.50"></text></g><g><title>hello_kafka`futures_channel::oneshot::Sender&lt;T&gt;::send (11,973 samples, 6.15%)</title><rect x="87.2491%" y="245" width="6.1546%" height="15" fill="rgb(231,118,14)" fg:x="169731" fg:w="11973"/><text x="87.4991%" y="255.50">hello_ka..</text></g><g><title>libsystem_platform.dylib`_platform_memmove$VARIANT$Haswell (904 samples, 0.46%)</title><rect x="92.9391%" y="229" width="0.4647%" height="15" fill="rgb(238,83,0)" fg:x="180800" fg:w="904"/><text x="93.1891%" y="239.50"></text></g><g><title>libsystem_platform.dylib`DYLD-STUB$$_platform_memmove (87 samples, 0.04%)</title><rect x="93.4053%" y="245" width="0.0447%" height="15" fill="rgb(221,39,39)" fg:x="181707" fg:w="87"/><text x="93.6553%" y="255.50"></text></g><g><title>hello_kafka`kafkas::producer::batch::Thunk::done (12,830 samples, 6.60%)</title><rect x="86.9392%" y="261" width="6.5952%" height="15" 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y="239.50">li..</text></g><g><title>libsystem_kernel.dylib`mach_vm_deallocate (99 samples, 0.05%)</title><rect x="99.0331%" y="213" width="0.0509%" height="15" fill="rgb(206,111,30)" fg:x="192655" fg:w="99"/><text x="99.2831%" y="223.50"></text></g><g><title>libsystem_malloc.dylib`large_entry_for_pointer_no_lock (192 samples, 0.10%)</title><rect x="99.0840%" y="245" width="0.0987%" height="15" fill="rgb(243,70,54)" fg:x="192754" fg:w="192"/><text x="99.3340%" y="255.50"></text></g><g><title>libsystem_malloc.dylib`_szone_free (10,827 samples, 5.57%)</title><rect x="93.6223%" y="261" width="5.5656%" height="15" fill="rgb(242,28,8)" fg:x="182129" fg:w="10827"/><text x="93.8723%" y="271.50">libsyst..</text></g><g><title>libsystem_malloc.dylib`free (280 samples, 0.14%)</title><rect x="99.1878%" y="261" width="0.1439%" height="15" fill="rgb(219,106,18)" fg:x="192956" fg:w="280"/><text x="99.4378%" y="271.50"></text></g><g><title>libsystem_malloc.dylib`free_small (31 samples, 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height="15" fill="rgb(253,148,53)" fg:x="130690" fg:w="63100"/><text x="67.4304%" y="303.50">hello_kafka`kafkas::producer::Producer&lt;Exe&gt;::new::_{..</text></g><g><title>libsystem_platform.dylib`_platform_memmove$VARIANT$Haswell (132 samples, 0.07%)</title><rect x="99.5487%" y="277" width="0.0679%" height="15" fill="rgb(218,129,16)" fg:x="193658" fg:w="132"/><text x="99.7987%" y="287.50"></text></g><g><title>libsystem_malloc.dylib`_nanov2_free (43 samples, 0.02%)</title><rect x="99.6397%" y="293" width="0.0221%" height="15" fill="rgb(216,85,19)" fg:x="193835" fg:w="43"/><text x="99.8897%" y="303.50"></text></g><g><title>libsystem_malloc.dylib`free (239 samples, 0.12%)</title><rect x="99.6618%" y="293" width="0.1229%" height="15" fill="rgb(235,228,7)" fg:x="193878" fg:w="239"/><text x="99.9118%" y="303.50"></text></g><g><title>libsystem_malloc.dylib`nanov2_try_free_default (31 samples, 0.02%)</title><rect x="99.7892%" y="293" width="0.0159%" height="15" fill="rgb(245,175,0)" 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width="51.0163%" height="15" fill="rgb(250,187,7)" fg:x="95117" fg:w="99245"/><text x="49.1443%" y="335.50">hello_kafka`tokio::runtime::task::harness::Harness&lt;T,S&gt;::poll</text></g><g><title>hello_kafka`tokio::runtime::task::state::State::transition_to_running (23 samples, 0.01%)</title><rect x="99.8987%" y="309" width="0.0118%" height="15" fill="rgb(228,66,33)" fg:x="194339" fg:w="23"/><text x="100.1487%" y="319.50"></text></g><g><title>hello_kafka`tokio::runtime::scheduler::multi_thread::worker::Context::run_task (100,197 samples, 51.51%)</title><rect x="48.4270%" y="341" width="51.5056%" height="15" fill="rgb(234,215,21)" fg:x="94208" fg:w="100197"/><text x="48.6770%" y="351.50">hello_kafka`tokio::runtime::scheduler::multi_thread::worker::Context::run_task</text></g><g><title>hello_kafka`tokio::runtime::task::raw::poll (51 samples, 0.03%)</title><rect x="99.9471%" y="341" width="0.0262%" height="15" fill="rgb(222,191,20)" fg:x="194433" fg:w="51"/><text x="100.1971%" 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\ No newline at end of file
diff --git a/examples/simple_consumer.rs b/examples/simple_consumer.rs
index 8362ee3..8747b47 100644
--- a/examples/simple_consumer.rs
+++ b/examples/simple_consumer.rs
@@ -32,12 +32,14 @@ async fn main() -> Result<(), Box<Error>> {
     pin_mut!(consume_stream);
 
     while let Some(records) = consume_stream.next().await {
+        let partition = records.partition_id();
         for record in records {
             if let Some(value) = record.value {
                 println!(
-                    "{:?} - {}",
+                    "value: {} - offset: {} - partition: {}",
                     String::from_utf8(value.to_vec())?,
-                    record.offset
+                    record.offset,
+                    partition
                 );
             }
         }
diff --git a/examples/simple_producer.rs b/examples/simple_producer.rs
index 38720b3..305a45d 100644
--- a/examples/simple_producer.rs
+++ b/examples/simple_producer.rs
@@ -40,7 +40,7 @@ async fn main() -> Result<(), Box<Error>> {
         let record = TestData::new(&format!("hello - kafka {i}"));
         let ret = producer.send(&topic, record).await?;
         let _ = tx.send(ret).await;
-        tokio::time::sleep(Duration::from_millis(100)).await;
+        // tokio::time::sleep(Duration::from_millis(100)).await;
     }
     info!("elapsed: {:?}", now.elapsed());
     // wait till all cached records send to kafka
diff --git a/src/consumer/fetch_session.rs b/src/consumer/fetch_session.rs
index c28f608..40cbe11 100644
--- a/src/consumer/fetch_session.rs
+++ b/src/consumer/fetch_session.rs
@@ -35,7 +35,7 @@ pub struct FetchSession {
     pub node: NodeId,
     pub next_metadata: FetchMetadata,
     pub session_topic_names: HashMap<Uuid, TopicName>,
-    pub session_partitions: HashMap<TopicPartition, FetchRequestPartitionData>,
+    pub session_partitions: IndexMap<TopicPartition, FetchRequestPartitionData>,
 }
 
 impl FetchSession {
@@ -44,7 +44,7 @@ impl FetchSession {
             node,
             next_metadata: FetchMetadata::new(INVALID_SESSION_ID, INITIAL_EPOCH),
             session_topic_names: HashMap::new(),
-            session_partitions: HashMap::new(),
+            session_partitions: IndexMap::new(),
         }
     }
 
@@ -332,10 +332,10 @@ fn next_epoch(prev_epoch: i32) -> i32 {
 
 #[derive(Debug)]
 pub struct FetchRequestData {
-    pub(crate) to_send: HashMap<TopicPartition, FetchRequestPartitionData>,
+    pub(crate) to_send: IndexMap<TopicPartition, FetchRequestPartitionData>,
     pub(crate) to_forget: Vec<TopicIdPartition>,
     pub(crate) to_replace: Vec<TopicIdPartition>,
-    pub(crate) session_partitions: HashMap<TopicPartition, FetchRequestPartitionData>,
+    pub(crate) session_partitions: IndexMap<TopicPartition, FetchRequestPartitionData>,
     pub(crate) metadata: FetchMetadata,
     pub(crate) can_use_topic_ids: bool,
 }
@@ -402,7 +402,7 @@ impl FetchRequestDataBuilder {
                 session.session_topic_names.extend(self.topic_names.drain());
             }
 
-            let mut to_send = HashMap::with_capacity(session.session_partitions.len());
+            let mut to_send = IndexMap::with_capacity(session.session_partitions.len());
             for (tp, data) in session.session_partitions.iter() {
                 to_send.insert(tp.clone(), *data);
             }
@@ -499,7 +499,7 @@ impl FetchRequestDataBuilder {
             session.session_topic_names.extend(self.topic_names.clone());
         }
 
-        let mut to_send = HashMap::with_capacity(self.next.len());
+        let mut to_send = IndexMap::with_capacity(self.next.len());
         to_send.extend(self.next.drain(..));
 
         FetchRequestData {
@@ -512,3 +512,742 @@ impl FetchRequestDataBuilder {
         }
     }
 }
+
+#[cfg(test)]
+mod tests {
+    use std::collections::HashMap;
+
+    use indexmap::IndexMap;
+    use kafka_protocol::{
+        messages::{
+            fetch_response::{FetchableTopicResponse, PartitionData},
+            FetchRequest, FetchResponse,
+        },
+        protocol::{Message, StrBytes},
+    };
+    use pretty_assertions::assert_eq;
+    use uuid::Uuid;
+
+    use crate::{
+        consumer::fetch_session::{
+            FetchRequestDataBuilder, FetchRequestPartitionData, FetchSession, INITIAL_EPOCH,
+            INVALID_SESSION_ID,
+        },
+        metadata::TopicIdPartition,
+        TopicPartition,
+    };
+
+    struct ReqEntry {
+        part: TopicPartition,
+        data: FetchRequestPartitionData,
+    }
+
+    impl ReqEntry {
+        fn new(
+            topic: StrBytes,
+            topic_id: Uuid,
+            partition: i32,
+            fetch_offset: i64,
+            log_start_offset: i64,
+            max_bytes: i32,
+        ) -> Self {
+            let tp = TopicPartition {
+                topic: topic.into(),
+                partition,
+            };
+            let data = FetchRequestPartitionData {
+                topic_id,
+                fetch_offset,
+                log_start_offset,
+                max_bytes,
+                last_fetched_epoch: None,
+                current_leader_epoch: None,
+            };
+            Self { part: tp, data }
+        }
+    }
+
+    struct RespEntry {
+        part: TopicIdPartition,
+        data: PartitionData,
+    }
+
+    impl RespEntry {
+        fn new(
+            topic: StrBytes,
+            partition: i32,
+            topic_id: Uuid,
+            high_water_mark: i64,
+            last_stable_offset: i64,
+        ) -> Self {
+            let topic_id_partition = TopicIdPartition {
+                topic_id,
+                partition: TopicPartition {
+                    topic: topic.into(),
+                    partition,
+                },
+            };
+
+            let mut data = PartitionData::default();
+            data.partition_index = partition;
+            data.high_watermark = high_water_mark;
+            data.last_stable_offset = last_stable_offset;
+            data.log_start_offset = 0;
+
+            Self {
+                part: topic_id_partition,
+                data,
+            }
+        }
+    }
+
+    fn req_map(entries: Vec<ReqEntry>) -> IndexMap<TopicPartition, FetchRequestPartitionData> {
+        let mut map = IndexMap::with_capacity(entries.len());
+        for entry in entries {
+            map.insert(entry.part, entry.data);
+        }
+        map
+    }
+
+    fn resp_map(entries: Vec<RespEntry>) -> IndexMap<TopicIdPartition, PartitionData> {
+        let mut map = IndexMap::with_capacity(entries.len());
+        for entry in entries {
+            map.insert(entry.part, entry.data);
+        }
+        map
+    }
+
+    fn matching_topic(
+        prev_topic: &Option<&mut FetchableTopicResponse>,
+        cur_topic: &TopicIdPartition,
+    ) -> bool {
+        if let Some(prev_topic) = prev_topic {
+            return if prev_topic.topic_id != Uuid::nil() {
+                prev_topic.topic_id == cur_topic.topic_id
+            } else {
+                prev_topic.topic == cur_topic.partition.topic
+            };
+        }
+        false
+    }
+
+    fn to_fetch_response(
+        error: i16,
+        throttle_time_ms: i32,
+        session_id: i32,
+        map: IndexMap<TopicIdPartition, PartitionData>,
+    ) -> FetchResponse {
+        let mut topic_responses = Vec::new();
+        for (tp, mut data) in map {
+            // Since PartitionData alone doesn't know the partition ID, we set it here
+            data.partition_index = tp.partition.partition;
+            // We have to keep the order of input topic-partition. Hence, we batch the partitions
+            // only if the last batch is in the same topic group.
+
+            let prev_topic = if topic_responses.is_empty() {
+                None
+            } else {
+                topic_responses.last_mut()
+            };
+
+            if matching_topic(&prev_topic, &tp) {
+                if let Some(prev_topic) = prev_topic {
+                    prev_topic.partitions.push(data);
+                }
+            } else {
+                let mut partition_data = FetchableTopicResponse::default();
+                partition_data.topic = tp.partition.topic.clone();
+                partition_data.topic_id = tp.topic_id;
+                partition_data.partitions = vec![data];
+
+                topic_responses.push(partition_data);
+            }
+        }
+
+        let mut response = FetchResponse::default();
+        response.throttle_time_ms = throttle_time_ms;
+        response.error_code = error;
+        response.session_id = session_id;
+        response.responses = topic_responses;
+
+        response
+    }
+
+    fn assert_map_equals(
+        expected: &IndexMap<TopicPartition, FetchRequestPartitionData>,
+        actual: &IndexMap<TopicPartition, FetchRequestPartitionData>,
+    ) {
+        let mut i = 1;
+
+        let mut expected_iter = expected.iter();
+        let mut actual_iter = actual.iter();
+
+        loop {
+            let expected_entry = expected_iter.next();
+            if expected_entry.is_none() {
+                break;
+            }
+
+            let actual_entry = actual_iter.next();
+            if actual_entry.is_none() {
+                panic!("Element {} not found.", i);
+            }
+
+            assert_eq!(
+                expected_entry.unwrap().0,
+                actual_entry.unwrap().0,
+                "Element {} had a different TopicPartition than expected.",
+                i
+            );
+            assert_eq!(
+                expected_entry.unwrap().1,
+                actual_entry.unwrap().1,
+                "Element {} had a different PartitionData than expected.",
+                i
+            );
+
+            i += 1;
+        }
+
+        if actual_iter.next().is_some() {
+            panic!("Unexpected element {} found.", i);
+        }
+    }
+
+    fn assert_maps_equals(
+        expected: &IndexMap<TopicPartition, FetchRequestPartitionData>,
+        actuals: Vec<&IndexMap<TopicPartition, FetchRequestPartitionData>>,
+    ) {
+        for actual in actuals.iter() {
+            assert_map_equals(expected, actual);
+        }
+    }
+
+    fn assert_list_equals(expected: &[TopicIdPartition], actual: &[TopicIdPartition]) {
+        for expected_part in expected.iter() {
+            if !actual.contains(expected_part) {
+                panic!("Failed to find expected partition {expected_part:?}");
+            }
+        }
+
+        for actual_part in actual.iter() {
+            if !expected.contains(actual_part) {
+                panic!("Found unexpected partition {actual_part:?}");
+            }
+        }
+    }
+
+    fn add_topic_id(
+        topic_ids: &mut HashMap<StrBytes, Uuid>,
+        topic_names: &mut HashMap<Uuid, StrBytes>,
+        name: StrBytes,
+        version: i16,
+    ) {
+        if version >= 13 {
+            let uuid = Uuid::from_u128(rand::random::<u128>());
+            topic_ids.insert(name.clone(), uuid);
+            topic_names.insert(uuid, name);
+        }
+    }
+
+    /// Test the handling of SESSIONLESS responses.
+    /// Pre-KIP-227 brokers always supply this kind of response.
+    #[test]
+    fn test_session_less() {
+        let mut topic_ids = HashMap::new();
+        let mut topic_names = HashMap::new();
+
+        // We want to test both on older versions that do not use topic IDs and on newer versions
+        // that do.
+        let versions = vec![12i16, FetchRequest::VERSIONS.max];
+
+        for version in versions {
+            let mut fetch_session = FetchSession::new(1);
+            let mut fetch_session_builder = FetchRequestDataBuilder::new();
+
+            add_topic_id(
+                &mut topic_ids,
+                &mut topic_names,
+                StrBytes::from_str("foo"),
+                version,
+            );
+            let foo_id = match topic_ids.get("foo") {
+                Some(id) => *id,
+                None => Uuid::nil(),
+            };
+
+            fetch_session_builder.add(
+                TopicPartition::new("foo", 0),
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 0,
+                    log_start_offset: 100,
+                    max_bytes: 200,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+            fetch_session_builder.add(
+                TopicPartition::new("foo", 1),
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 10,
+                    log_start_offset: 110,
+                    max_bytes: 210,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+
+            let data = fetch_session_builder.build(&mut fetch_session);
+
+            assert_maps_equals(
+                &req_map(vec![
+                    ReqEntry::new(StrBytes::from_str("foo"), foo_id, 0, 0, 100, 200),
+                    ReqEntry::new(StrBytes::from_str("foo"), foo_id, 1, 10, 110, 210),
+                ]),
+                vec![&data.to_send, &data.session_partitions],
+            );
+
+            assert_eq!(INVALID_SESSION_ID, data.metadata.session_id);
+            assert_eq!(INITIAL_EPOCH, data.metadata.epoch);
+
+            let resp_map = resp_map(vec![
+                RespEntry::new(StrBytes::from_str("foo"), 0, foo_id, 0, 0),
+                RespEntry::new(StrBytes::from_str("foo"), 1, foo_id, 0, 0),
+            ]);
+            let resp = to_fetch_response(0, 0, INVALID_SESSION_ID, resp_map);
+
+            fetch_session.handle_fetch_response(&resp, version);
+
+            let mut fetch_session_builder = FetchRequestDataBuilder::new();
+
+            fetch_session_builder.add(
+                TopicPartition::new("foo", 0),
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 0,
+                    log_start_offset: 100,
+                    max_bytes: 200,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+
+            let data = fetch_session_builder.build(&mut fetch_session);
+            assert_eq!(INVALID_SESSION_ID, data.metadata.session_id);
+            assert_eq!(INITIAL_EPOCH, data.metadata.epoch);
+
+            assert_maps_equals(
+                &req_map(vec![ReqEntry::new(
+                    StrBytes::from_str("foo"),
+                    foo_id,
+                    0,
+                    0,
+                    100,
+                    200,
+                )]),
+                vec![&data.to_send, &data.session_partitions],
+            );
+        }
+    }
+
+    /// Test handling an incremental fetch session.
+    #[test]
+    fn test_incremental() {
+        let mut topic_ids = HashMap::new();
+        let mut topic_names = HashMap::new();
+
+        // We want to test both on older versions that do not use topic IDs and on newer versions
+        // that do.
+        let versions = vec![12i16, FetchRequest::VERSIONS.max];
+
+        for version in versions {
+            let mut fetch_session = FetchSession::new(1);
+            let mut fetch_session_builder = FetchRequestDataBuilder::new();
+
+            add_topic_id(
+                &mut topic_ids,
+                &mut topic_names,
+                StrBytes::from_str("foo"),
+                version,
+            );
+            let foo_id = match topic_ids.get("foo") {
+                Some(id) => *id,
+                None => Uuid::nil(),
+            };
+
+            let foo0 = TopicPartition::new("foo", 0);
+            let foo1 = TopicPartition::new("foo", 1);
+
+            fetch_session_builder.add(
+                foo0.clone(),
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 0,
+                    log_start_offset: 100,
+                    max_bytes: 200,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+
+            fetch_session_builder.add(
+                foo1.clone(),
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 10,
+                    log_start_offset: 110,
+                    max_bytes: 210,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+
+            let data = fetch_session_builder.build(&mut fetch_session);
+
+            assert_maps_equals(
+                &req_map(vec![
+                    ReqEntry::new(StrBytes::from_str("foo"), foo_id, 0, 0, 100, 200),
+                    ReqEntry::new(StrBytes::from_str("foo"), foo_id, 1, 10, 110, 210),
+                ]),
+                vec![&data.to_send, &data.session_partitions],
+            );
+
+            assert_eq!(INVALID_SESSION_ID, data.metadata.session_id);
+            assert_eq!(INITIAL_EPOCH, data.metadata.epoch);
+
+            let resp = to_fetch_response(
+                0,
+                0,
+                123,
+                resp_map(vec![
+                    RespEntry::new(StrBytes::from_str("foo"), 0, foo_id, 10, 20),
+                    RespEntry::new(StrBytes::from_str("foo"), 1, foo_id, 10, 20),
+                ]),
+            );
+
+            fetch_session.handle_fetch_response(&resp, version);
+
+            // Test an incremental fetch request which adds one partition and modifies another.
+            let mut fetch_session_builder = FetchRequestDataBuilder::new();
+            add_topic_id(
+                &mut topic_ids,
+                &mut topic_names,
+                StrBytes::from_str("bar"),
+                version,
+            );
+            let bar_id = match topic_ids.get("bar") {
+                Some(id) => *id,
+                None => Uuid::nil(),
+            };
+
+            let bar0 = TopicPartition::new("bar", 0);
+
+            fetch_session_builder.add(
+                foo0.clone(),
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 0,
+                    log_start_offset: 100,
+                    max_bytes: 200,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+
+            fetch_session_builder.add(
+                foo1.clone(),
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 10,
+                    log_start_offset: 120,
+                    max_bytes: 210,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+
+            fetch_session_builder.add(
+                bar0.clone(),
+                FetchRequestPartitionData {
+                    topic_id: bar_id,
+                    fetch_offset: 20,
+                    log_start_offset: 200,
+                    max_bytes: 200,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+
+            let data2 = fetch_session_builder.build(&mut fetch_session);
+            assert_eq!(data2.metadata.is_full(), false);
+
+            assert_map_equals(
+                &req_map(vec![
+                    ReqEntry::new(StrBytes::from_str("foo"), foo_id, 0, 0, 100, 200),
+                    ReqEntry::new(StrBytes::from_str("foo"), foo_id, 1, 10, 120, 210),
+                    ReqEntry::new(StrBytes::from_str("bar"), bar_id, 0, 20, 200, 200),
+                ]),
+                &data2.session_partitions,
+            );
+            assert_map_equals(
+                &req_map(vec![
+                    ReqEntry::new(StrBytes::from_str("bar"), bar_id, 0, 20, 200, 200),
+                    ReqEntry::new(StrBytes::from_str("foo"), foo_id, 1, 10, 120, 210),
+                ]),
+                &data2.to_send,
+            );
+
+            let resp = to_fetch_response(
+                0,
+                0,
+                123,
+                resp_map(vec![RespEntry::new(
+                    StrBytes::from_str("foo"),
+                    1,
+                    foo_id,
+                    20,
+                    20,
+                )]),
+            );
+
+            fetch_session.handle_fetch_response(&resp, version);
+
+            // Skip building a new request.  Test that handling an invalid fetch session epoch
+            // response results in a request which closes the session.
+            //
+            // 71 -> ResponseError::InvalidFetchSessionEpoch
+            let resp = to_fetch_response(71, 0, INVALID_SESSION_ID, resp_map(vec![]));
+            fetch_session.handle_fetch_response(&resp, version);
+
+            let mut fetch_session_builder = FetchRequestDataBuilder::new();
+
+            fetch_session_builder.add(
+                foo0,
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 0,
+                    log_start_offset: 100,
+                    max_bytes: 200,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+
+            fetch_session_builder.add(
+                foo1,
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 10,
+                    log_start_offset: 120,
+                    max_bytes: 210,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+
+            fetch_session_builder.add(
+                bar0,
+                FetchRequestPartitionData {
+                    topic_id: bar_id,
+                    fetch_offset: 20,
+                    log_start_offset: 200,
+                    max_bytes: 200,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+
+            let data4 = fetch_session_builder.build(&mut fetch_session);
+            assert_eq!(data4.metadata.is_full(), true);
+            assert_eq!(data2.metadata.session_id, data4.metadata.session_id);
+            assert_eq!(INITIAL_EPOCH, data4.metadata.epoch);
+
+            assert_maps_equals(
+                &req_map(vec![
+                    ReqEntry::new(StrBytes::from_str("foo"), foo_id, 0, 0, 100, 200),
+                    ReqEntry::new(StrBytes::from_str("foo"), foo_id, 1, 10, 120, 210),
+                    ReqEntry::new(StrBytes::from_str("bar"), bar_id, 0, 20, 200, 200),
+                ]),
+                vec![&data4.session_partitions, &data4.to_send],
+            );
+        }
+    }
+
+    #[test]
+    fn test_incremental_partition_removal() {
+        let mut topic_ids = HashMap::new();
+        let mut topic_names = HashMap::new();
+
+        // We want to test both on older versions that do not use topic IDs and on newer versions
+        // that do.
+        let versions = vec![12i16, FetchRequest::VERSIONS.max];
+
+        for version in versions {
+            let mut fetch_session = FetchSession::new(1);
+            let mut fetch_session_builder = FetchRequestDataBuilder::new();
+
+            add_topic_id(
+                &mut topic_ids,
+                &mut topic_names,
+                StrBytes::from_str("foo"),
+                version,
+            );
+            add_topic_id(
+                &mut topic_ids,
+                &mut topic_names,
+                StrBytes::from_str("bar"),
+                version,
+            );
+
+            let foo_id = match topic_ids.get("foo") {
+                Some(id) => *id,
+                None => Uuid::nil(),
+            };
+            let bar_id = match topic_ids.get("bar") {
+                Some(id) => *id,
+                None => Uuid::nil(),
+            };
+
+            let foo0 = TopicPartition::new("foo", 0);
+            let foo1 = TopicPartition::new("foo", 1);
+            let bar0 = TopicPartition::new("bar", 0);
+
+            fetch_session_builder.add(
+                foo0.clone(),
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 0,
+                    log_start_offset: 100,
+                    max_bytes: 200,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+            fetch_session_builder.add(
+                foo1.clone(),
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 10,
+                    log_start_offset: 110,
+                    max_bytes: 210,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+            fetch_session_builder.add(
+                bar0.clone(),
+                FetchRequestPartitionData {
+                    topic_id: bar_id,
+                    fetch_offset: 20,
+                    log_start_offset: 120,
+                    max_bytes: 220,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+            let data = fetch_session_builder.build(&mut fetch_session);
+            assert_maps_equals(
+                &req_map(vec![
+                    ReqEntry::new(StrBytes::from_str("foo"), foo_id, 0, 0, 100, 200),
+                    ReqEntry::new(StrBytes::from_str("foo"), foo_id, 1, 10, 110, 210),
+                    ReqEntry::new(StrBytes::from_str("bar"), bar_id, 0, 20, 120, 220),
+                ]),
+                vec![&data.to_send, &data.session_partitions],
+            );
+            assert_eq!(data.metadata.is_full(), true);
+
+            let resp = to_fetch_response(
+                0,
+                0,
+                123,
+                resp_map(vec![
+                    RespEntry::new(StrBytes::from_str("foo"), 0, foo_id, 10, 20),
+                    RespEntry::new(StrBytes::from_str("foo"), 1, foo_id, 10, 20),
+                    RespEntry::new(StrBytes::from_str("bar"), 0, bar_id, 10, 20),
+                ]),
+            );
+
+            fetch_session.handle_fetch_response(&resp, version);
+
+            // Test an incremental fetch request which removes two partitions.
+            let mut fetch_session_builder = FetchRequestDataBuilder::new();
+            fetch_session_builder.add(
+                foo1.clone(),
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 10,
+                    log_start_offset: 110,
+                    max_bytes: 210,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+            let data = fetch_session_builder.build(&mut fetch_session);
+            assert_eq!(data.metadata.is_full(), false);
+            assert_eq!(123, data.metadata.session_id);
+            assert_eq!(1, data.metadata.epoch);
+            assert_map_equals(
+                &req_map(vec![ReqEntry::new(
+                    StrBytes::from_str("foo"),
+                    foo_id,
+                    1,
+                    10,
+                    110,
+                    210,
+                )]),
+                &data.session_partitions,
+            );
+            assert_map_equals(&req_map(vec![]), &data.to_send);
+
+            let expected_to_forget2 = vec![
+                TopicIdPartition {
+                    topic_id: foo_id,
+                    partition: foo0.clone(),
+                },
+                TopicIdPartition {
+                    topic_id: bar_id,
+                    partition: bar0.clone(),
+                },
+            ];
+            assert_list_equals(&expected_to_forget2, &data.to_forget);
+
+            // A FETCH_SESSION_ID_NOT_FOUND response triggers us to close the session.
+            // The next request is a session establishing FULL request.
+            //
+            // 70 -> ResponseError::FetchSessionIdNotFound
+            let resp = to_fetch_response(70, 0, INVALID_SESSION_ID, resp_map(vec![]));
+
+            fetch_session.handle_fetch_response(&resp, version);
+
+            let mut fetch_session_builder = FetchRequestDataBuilder::new();
+            fetch_session_builder.add(
+                foo0.clone(),
+                FetchRequestPartitionData {
+                    topic_id: foo_id,
+                    fetch_offset: 0,
+                    log_start_offset: 100,
+                    max_bytes: 200,
+                    current_leader_epoch: None,
+                    last_fetched_epoch: None,
+                },
+            );
+            let data = fetch_session_builder.build(&mut fetch_session);
+            assert_eq!(data.metadata.is_full(), true);
+            assert_eq!(INVALID_SESSION_ID, data.metadata.session_id);
+            assert_eq!(INITIAL_EPOCH, data.metadata.epoch);
+            assert_maps_equals(
+                &req_map(vec![ReqEntry::new(
+                    StrBytes::from_str("foo"),
+                    foo_id,
+                    0,
+                    0,
+                    100,
+                    200,
+                )]),
+                vec![&data.session_partitions, &data.to_send],
+            );
+        }
+    }
+}
diff --git a/src/consumer/fetcher.rs b/src/consumer/fetcher.rs
index 9b847d4..97161d8 100644
--- a/src/consumer/fetcher.rs
+++ b/src/consumer/fetcher.rs
@@ -1,11 +1,14 @@
 use std::{
     collections::{HashMap, HashSet},
-    sync::Arc,
+    sync::{
+        atomic::{AtomicBool, Ordering},
+        Arc,
+    },
     vec::Drain,
 };
 
 use dashmap::{DashMap, DashSet};
-use futures::channel::{mpsc, mpsc::UnboundedSender, oneshot};
+use futures::channel::{mpsc, oneshot};
 use kafka_protocol::{
     error::ParseResponseErrorCode,
     messages::{
@@ -41,18 +44,19 @@ pub struct Fetcher<Exe: Executor> {
     pub client: Kafka<Exe>,
     timestamp: i64,
     options: Arc<ConsumerOptions>,
-    event_tx: UnboundedSender<CoordinatorEvent>,
+    pub event_tx: mpsc::UnboundedSender<CoordinatorEvent>,
     sessions: Arc<DashMap<NodeId, FetchSession>>,
     completed_fetches_tx: mpsc::UnboundedSender<CompletedFetch>,
     pub completed_partitions: Arc<DashSet<TopicPartition>>,
     nodes_with_pending_fetch_requests: HashSet<i32>,
+    paused: Arc<AtomicBool>,
 }
 
 impl<Exe: Executor> Fetcher<Exe> {
     pub fn new(
         client: Kafka<Exe>,
         timestamp: i64,
-        event_tx: UnboundedSender<CoordinatorEvent>,
+        event_tx: mpsc::UnboundedSender<CoordinatorEvent>,
         options: Arc<ConsumerOptions>,
         completed_fetches_tx: mpsc::UnboundedSender<CompletedFetch>,
     ) -> Self {
@@ -70,9 +74,22 @@ impl<Exe: Executor> Fetcher<Exe> {
             completed_partitions: Arc::new(DashSet::with_capacity(100)),
             options,
             nodes_with_pending_fetch_requests: HashSet::new(),
+            paused: Arc::new(AtomicBool::new(true)),
         }
     }
 
+    pub(crate) fn pause(&self) {
+        self.paused.store(true, Ordering::Release);
+    }
+
+    pub(crate) fn is_paused(&self) -> bool {
+        self.paused.load(Ordering::Acquire)
+    }
+
+    pub(crate) fn resume(&self) {
+        self.paused.store(false, Ordering::Release);
+    }
+
     pub async fn fetch(&mut self) -> Result<()> {
         match self.client.version_range(ApiKey::FetchKey) {
             Some(version_range) => {
@@ -176,8 +193,8 @@ impl<Exe: Executor> Fetcher<Exe> {
                             }
                             None => {
                                 error!(
-                                    "Unable to find FetchSessionHandler for node {}. Ignoring \
-                                     fetch response.",
+                                    "Unable to find FetchSession for node {}. Ignoring fetch \
+                                     response.",
                                     node.key()
                                 );
                                 continue;
@@ -206,24 +223,37 @@ impl<Exe: Executor> Fetcher<Exe> {
                 exclude,
                 partitions_tx: tx,
             })?;
-        Ok(rx.await?)
+        match rx.await {
+            Ok(partitions) => Ok(partitions),
+            Err(err) => {
+                error!("Failed to get fetchable partitions, error: Canceled");
+                Err(err.into())
+            }
+        }
     }
 
     async fn validate_position_on_metadata_change(&self) -> Result<()> {
         let (tx, rx) = oneshot::channel();
         self.event_tx
             .unbounded_send(CoordinatorEvent::Assignments { partitions_tx: tx })?;
-        for tp in rx.await? {
-            let current_leader = self.client.cluster_meta.current_leader(&tp);
-            self.event_tx.unbounded_send(
-                CoordinatorEvent::MaybeValidatePositionForCurrentLeader {
-                    partition: tp,
-                    current_leader,
-                },
-            )?;
+        match rx.await {
+            Ok(partitions) => {
+                for tp in partitions {
+                    let current_leader = self.client.cluster_meta.current_leader(&tp);
+                    self.event_tx.unbounded_send(
+                        CoordinatorEvent::MaybeValidatePositionForCurrentLeader {
+                            partition: tp,
+                            current_leader,
+                        },
+                    )?;
+                }
+                Ok(())
+            }
+            Err(err) => {
+                error!("Failed to validate position on metadata change, error: Canceled");
+                Err(err.into())
+            }
         }
-
-        Ok(())
     }
 
     async fn fetch_position(&self, partition: TopicPartition) -> Result<Option<FetchPosition>> {
@@ -233,7 +263,13 @@ impl<Exe: Executor> Fetcher<Exe> {
                 partition,
                 position_tx: tx,
             })?;
-        Ok(rx.await?)
+        match rx.await {
+            Ok(position) => Ok(position),
+            Err(err) => {
+                error!("Failed to get fetch position, error: Canceled");
+                Err(err.into())
+            }
+        }
     }
 
     async fn prepare_fetch_requests(&self) -> Result<HashMap<NodeId, FetchRequestData>> {
@@ -314,7 +350,13 @@ impl<Exe: Executor> Fetcher<Exe> {
                 partition,
                 timestamp_tx: tx,
             })?;
-        Ok(rx.await?)
+        match rx.await {
+            Ok(timestamp) => Ok(timestamp),
+            Err(err) => {
+                error!("Failed to get strategy timestamp, error: Canceled");
+                Err(err.into())
+            }
+        }
     }
 
     async fn partitions_need_reset(&self, timestamp: i64) -> Result<Vec<TopicPartition>> {
@@ -324,7 +366,13 @@ impl<Exe: Executor> Fetcher<Exe> {
                 timestamp,
                 partition_tx: tx,
             })?;
-        Ok(rx.await?)
+        match rx.await {
+            Ok(partitions) => Ok(partitions),
+            Err(err) => {
+                error!("Failed to partitions which need reset, error: Canceled");
+                Err(err.into())
+            }
+        }
     }
 
     pub(crate) async fn reset_offset(&mut self) -> Result<()> {
@@ -612,7 +660,7 @@ impl<Exe: Executor> Fetcher<Exe> {
         request.forgotten_topics_data = map_to_list(forgotten_topics);
 
         let mut topics: HashMap<TopicName, FetchTopic> = HashMap::new();
-        for (tp, data) in data.to_send.drain() {
+        for (tp, data) in data.to_send.drain(..) {
             let mut partition = FetchPartition::default();
             partition.partition = tp.partition;
             partition.current_leader_epoch = data
diff --git a/src/consumer/mod.rs b/src/consumer/mod.rs
index f2dd37a..c5e2cad 100644
--- a/src/consumer/mod.rs
+++ b/src/consumer/mod.rs
@@ -1,9 +1,11 @@
 mod fetch_session;
 mod fetcher;
+pub use fetcher::Fetcher;
+
 pub(crate) mod partition_assignor;
 pub(crate) mod subscription_state;
 
-use std::{sync::Arc, time::Duration};
+use std::{collections::VecDeque, sync::Arc, time::Duration};
 
 use async_stream::stream;
 use bytes::Bytes;
@@ -27,14 +29,11 @@ use tracing::{debug, error, info, warn};
 
 use crate::{
     client::{DeserializeMessage, Kafka},
-    consumer::{
-        fetcher::{CompletedFetch, Fetcher},
-        subscription_state::FetchPosition,
-    },
+    consumer::{fetcher::CompletedFetch, subscription_state::FetchPosition},
     coordinator::{ConsumerCoordinator, CoordinatorEvent},
     executor::Executor,
     metadata::TopicPartition,
-    NodeId, PartitionId, Result, ToStrBytes, DEFAULT_GENERATION_ID,
+    Error, NodeId, PartitionId, Result, ToStrBytes, DEFAULT_GENERATION_ID,
 };
 
 /// High-level consumer record.
@@ -65,7 +64,7 @@ impl DeserializeMessage for ConsumerRecord {
 #[derive(Debug, Clone, PartialEq, Eq)]
 pub struct ConsumerRecords<T: DeserializeMessage + Sized> {
     partition: TopicPartition,
-    records: Vec<T>,
+    records: VecDeque<T>,
 }
 
 impl<T: DeserializeMessage + Sized> ConsumerRecords<T> {
@@ -73,7 +72,7 @@ impl<T: DeserializeMessage + Sized> ConsumerRecords<T> {
         self.partition.topic()
     }
 
-    pub fn partition(&self) -> PartitionId {
+    pub fn partition_id(&self) -> PartitionId {
         self.partition.partition()
     }
 }
@@ -82,7 +81,7 @@ impl<T: DeserializeMessage + Sized> Iterator for ConsumerRecords<T> {
     type Item = T;
 
     fn next(&mut self) -> Option<Self::Item> {
-        self.records.pop()
+        self.records.pop_back()
     }
 }
 
@@ -245,7 +244,7 @@ pub struct Consumer<Exe: Executor> {
     fetcher: Fetcher<Exe>,
     options: Arc<ConsumerOptions>,
     notify_shutdown: broadcast::Sender<()>,
-    fetches_rx: Option<mpsc::UnboundedReceiver<CompletedFetch>>,
+    completed_fetches_rx: Option<mpsc::UnboundedReceiver<CompletedFetch>>,
 }
 
 impl<Exe: Executor> Consumer<Exe> {
@@ -253,27 +252,34 @@ impl<Exe: Executor> Consumer<Exe> {
         let options = Arc::new(options);
 
         let (notify_shutdown, _) = broadcast::channel(1);
-        let coordinator =
-            ConsumerCoordinator::new(client.clone(), options.clone(), notify_shutdown.clone())
-                .await?;
+        let (event_tx, event_rx) = mpsc::unbounded();
 
-        let (tx, rx) = mpsc::unbounded();
+        let (completed_fetches_tx, completed_fetches_rx) = mpsc::unbounded();
 
         let fetcher = Fetcher::new(
             client.clone(),
             Local::now().timestamp(),
-            coordinator.event_sender(),
+            event_tx,
             options.clone(),
-            tx,
+            completed_fetches_tx,
         );
 
+        let coordinator = ConsumerCoordinator::new(
+            client.clone(),
+            options.clone(),
+            fetcher.clone(),
+            event_rx,
+            notify_shutdown.clone(),
+        )
+        .await?;
+
         Ok(Self {
             client,
             coordinator,
             fetcher,
             options,
             notify_shutdown,
-            fetches_rx: Some(rx),
+            completed_fetches_rx: Some(completed_fetches_rx),
         })
     }
 
@@ -325,7 +331,7 @@ impl<Exe: Executor> Consumer<Exe> {
             self.client.clone(),
             self.options.clone(),
             self.coordinator.event_sender(),
-            self.fetches_rx.take().unwrap(),
+            self.completed_fetches_rx.take().unwrap(),
             self.fetcher.completed_partitions.clone(),
             reset_offset_tx,
             self.notify_shutdown.subscribe(),
@@ -352,13 +358,29 @@ impl<Exe: Executor> Drop for Consumer<Exe> {
     }
 }
 
-async fn do_fetch<Exe: Executor>(mut fetcher: Fetcher<Exe>, mut rx: broadcast::Receiver<()>) {
+async fn do_fetch<Exe: Executor>(
+    mut fetcher: Fetcher<Exe>,
+    mut notify_shutdown: broadcast::Receiver<()>,
+) {
     let mut interval = fetcher.client.executor.interval(Duration::from_millis(100));
+
     while interval.next().await.is_some() {
+        let shutdown = notify_shutdown.recv();
+        pin_mut!(shutdown);
+
+        if fetcher.is_paused() {
+            // Pause fetch thread if coordinator is rebalancing.
+            let delay_fut = fetcher.client.executor.delay(Duration::from_millis(1000));
+            pin_mut!(delay_fut);
+
+            match select(delay_fut, shutdown).await {
+                Either::Left(_) => continue,
+                Either::Right(_) => break,
+            }
+        }
+
         let fetcher_fut = fetcher.fetch();
-        let shutdown = rx.recv();
         pin_mut!(fetcher_fut);
-        pin_mut!(shutdown);
 
         match select(fetcher_fut, shutdown).await {
             Either::Left((Err(err), _)) => {
@@ -385,39 +407,49 @@ where
     T: DeserializeMessage<Output = T> + Sized,
 {
     stream! {
-        while let Some(completed_fetch) = completed_fetches_rx.next().await {
-            let records_fut = handle_partition_response(
-                &client,
-                &mut reset_offset_tx,
-                completed_fetch,
-                &options,
-                &mut event_tx,
-                &completed_partitions,
-            );
+        loop {
+            let next_fut = completed_fetches_rx.next();
             let shutdown = shutdown_rx.recv();
 
-            pin_mut!(records_fut);
+            pin_mut!(next_fut);
             pin_mut!(shutdown);
 
-            match select(records_fut, shutdown).await {
-                Either::Left((Ok(Some((tp, raw_records))), _)) => {
-                    let mut records = Vec::with_capacity(raw_records.len());
-                    for record in raw_records {
-                        records.push(T::deserialize_message(record));
+            match select(next_fut, shutdown).await {
+                Either::Left((completed_fetch, _)) => {
+                    if let Some(completed_fetch) = completed_fetch {
+                        match handle_partition_response(
+                            &client,
+                            &mut reset_offset_tx,
+                            completed_fetch,
+                            &options,
+                            &mut event_tx,
+                            &completed_partitions,
+                        ).await {
+                            Ok(response) => {
+                                if let Some((tp, raw_records)) = response {
+                                    let mut records = VecDeque::with_capacity(raw_records.len());
+                                    for record in raw_records {
+                                        records.push_front(T::deserialize_message(record));
+                                    }
+                                    yield ConsumerRecords {
+                                        partition: tp,
+                                        records
+                                    };
+                                }
+                            }
+                            Err(err) => {
+                                error!("Fetch error: {}", err);
+                            }
+                        }
                     }
-                    yield ConsumerRecords {
-                        partition: tp,
-                        records
-                    };
                 }
-                Either::Left((Ok(None), _)) => {},
-                Either::Left((Err(err), _)) => error!("Fetch error: {}", err),
                 Either::Right(_) => {
                     info!("Fetch task is shutting down");
                     break
                 }
             }
         }
+        info!("Fetch task is shutting down");
     }
 }
 
@@ -536,7 +568,11 @@ async fn handle_partition_response<Exe: Executor>(
                         data: partition,
                         notify: tx,
                     })?;
-                    rx.await?;
+                    if rx.await.is_err() {
+                        return Err(Error::Custom(
+                            "Failed to await records, error: Canceled".into(),
+                        ));
+                    }
                     completed_partitions.remove(&completed_fetch.partition);
                     return Ok(Some((completed_fetch.partition, records)));
                 }
@@ -547,7 +583,6 @@ async fn handle_partition_response<Exe: Executor>(
                         data: partition,
                         notify: tx,
                     })?;
-                    rx.await?;
                 }
             }
         }
diff --git a/src/coordinator/consumer.rs b/src/coordinator/consumer.rs
index feafea6..3a69fda 100644
--- a/src/coordinator/consumer.rs
+++ b/src/coordinator/consumer.rs
@@ -5,7 +5,7 @@ use std::{
 };
 
 use futures::{
-    channel::mpsc::{unbounded, UnboundedReceiver, UnboundedSender},
+    channel::mpsc,
     future::{select, Either},
     pin_mut, SinkExt, StreamExt,
 };
@@ -42,7 +42,7 @@ use crate::{
         subscription_state::{
             OffsetMetadata, SubscriptionState, SubscriptionType, TopicPartitionState,
         },
-        ConsumerGroupMetadata, ConsumerOptions,
+        ConsumerGroupMetadata, ConsumerOptions, Fetcher,
     },
     coordinator::{find_coordinator, CoordinatorEvent, CoordinatorType},
     error::{ConsumeError, Result},
@@ -66,7 +66,7 @@ macro_rules! offset_fetch_block {
                         partition_state.position.offset = partition.committed_offset;
                         partition_state.position.offset_epoch =
                             Some(partition.committed_leader_epoch);
-                        debug!(
+                        info!(
                             "Fetch {tp} offset success, offset: {}",
                             partition.committed_offset
                         );
@@ -145,9 +145,9 @@ pub struct ConsumerCoordinator<Exe: Executor> {
     client: Kafka<Exe>,
     inner: Option<CoordinatorInner<Exe>>,
     inner_handle: Option<JoinHandle<CoordinatorInner<Exe>>>,
-    event_tx: UnboundedSender<CoordinatorEvent>,
+    event_tx: mpsc::UnboundedSender<CoordinatorEvent>,
     options: Arc<ConsumerOptions>,
-    commit_offset_tx: Option<UnboundedSender<()>>,
+    commit_offset_tx: Option<mpsc::UnboundedSender<()>>,
     notify_shutdown: broadcast::Sender<()>,
 }
 
@@ -155,11 +155,14 @@ impl<Exe: Executor> ConsumerCoordinator<Exe> {
     pub async fn new(
         client: Kafka<Exe>,
         options: Arc<ConsumerOptions>,
+        fetcher: Fetcher<Exe>,
+        event_rx: mpsc::UnboundedReceiver<CoordinatorEvent>,
         notify: broadcast::Sender<()>,
     ) -> Result<ConsumerCoordinator<Exe>> {
-        let (event_tx, event_rx) = unbounded();
+        let event_tx = fetcher.event_tx.clone();
 
-        let inner = CoordinatorInner::new(client.clone(), options.clone(), event_rx).await?;
+        let inner =
+            CoordinatorInner::new(client.clone(), options.clone(), fetcher, event_rx).await?;
         let handle = client.executor.spawn(Box::pin(coordinator_loop(inner)));
 
         Ok(Self {
@@ -173,7 +176,7 @@ impl<Exe: Executor> ConsumerCoordinator<Exe> {
         })
     }
 
-    pub fn event_sender(&self) -> UnboundedSender<CoordinatorEvent> {
+    pub fn event_sender(&self) -> mpsc::UnboundedSender<CoordinatorEvent> {
         self.event_tx.clone()
     }
 
@@ -211,6 +214,17 @@ impl<Exe: Executor> ConsumerCoordinator<Exe> {
         Ok(())
     }
 
+    pub async fn pause(&self) -> Result<()> {
+        self.event_tx.unbounded_send(CoordinatorEvent::PauseFetch)?;
+        Ok(())
+    }
+
+    pub async fn resume(&self) -> Result<()> {
+        self.event_tx
+            .unbounded_send(CoordinatorEvent::ResumeFetch)?;
+        Ok(())
+    }
+
     pub async fn commit_async(&mut self) -> Result<()> {
         if let Some(ref mut tx) = self.commit_offset_tx {
             tx.send(()).await?;
@@ -241,6 +255,9 @@ impl<Exe: Executor> ConsumerCoordinator<Exe> {
             "Heartbeat task is started, which group is [{}].",
             self.options.group_id
         );
+
+        // Start the fetch thread.
+        self.resume().await?;
         Ok(())
     }
 
@@ -258,7 +275,7 @@ impl<Exe: Executor> ConsumerCoordinator<Exe> {
 
 impl<Exe: Executor> ConsumerCoordinator<Exe> {
     async fn async_commit_offset(&mut self) -> Result<()> {
-        let (commit_offset_tx, mut commit_offset_rx) = unbounded();
+        let (commit_offset_tx, mut commit_offset_rx) = mpsc::unbounded();
         self.commit_offset_tx = Some(commit_offset_tx);
 
         let mut shutdown = self.notify_shutdown.subscribe();
@@ -292,7 +309,8 @@ impl<Exe: Executor> ConsumerCoordinator<Exe> {
 struct CoordinatorInner<Exe: Executor> {
     client: Kafka<Exe>,
     node: Node,
-    event_rx: UnboundedReceiver<CoordinatorEvent>,
+    fetcher: Fetcher<Exe>,
+    event_rx: mpsc::UnboundedReceiver<CoordinatorEvent>,
     pub group_meta: ConsumerGroupMetadata,
     group_subscription: GroupSubscription,
     consumer_options: Arc<ConsumerOptions>,
@@ -305,7 +323,8 @@ impl<Exe: Executor> CoordinatorInner<Exe> {
     pub async fn new(
         client: Kafka<Exe>,
         options: Arc<ConsumerOptions>,
-        event_rx: UnboundedReceiver<CoordinatorEvent>,
+        fetcher: Fetcher<Exe>,
+        event_rx: mpsc::UnboundedReceiver<CoordinatorEvent>,
     ) -> Result<CoordinatorInner<Exe>> {
         let group_id = options.group_id.clone().to_str_bytes();
 
@@ -327,6 +346,7 @@ impl<Exe: Executor> CoordinatorInner<Exe> {
         Ok(Self {
             client,
             node,
+            fetcher,
             event_rx,
             subscriptions: SubscriptionState::default(),
             group_meta: ConsumerGroupMetadata::new(group_id.into()),
@@ -346,9 +366,16 @@ impl<Exe: Executor> CoordinatorInner<Exe> {
     }
 
     async fn rejoin_group(&mut self) -> Result<()> {
+        self.fetcher.pause();
+
         self.join_group().await?;
         self.sync_group().await?;
-        self.offset_fetch().await
+        self.offset_fetch().await?;
+
+        // resume fetch thread.
+        self.fetcher.resume();
+
+        Ok(())
     }
 
     fn reset_state(&mut self, should_reset_member_id: bool) {
@@ -632,10 +659,15 @@ impl<Exe: Executor> CoordinatorInner<Exe> {
                         Err(error.into())
                     }
                     Some(error @ ResponseError::RebalanceInProgress) => {
+                        // since we may be sending the request during rebalance, we should check
+                        // this case and ignore the REBALANCE_IN_PROGRESS error
+                        warn!(
+                            "Group [{}] is rebalance in progress.",
+                            self.group_meta.group_id.0
+                        );
                         if matches!(self.state, MemberState::Stable) {
-                            warn!("Request joining group due to: group is already rebalancing");
                             self.rejoin_group().await?;
-                            Err(error.into())
+                            Ok(())
                         } else {
                             debug!(
                                 "Ignoring heartbeat response with error {error} during {:?} state",
@@ -947,6 +979,14 @@ async fn coordinator_loop<Exe: Executor>(
             CoordinatorEvent::SyncGroup => coordinator.sync_group().await,
             CoordinatorEvent::LeaveGroup(reason) => coordinator.maybe_leave_group(reason).await,
             CoordinatorEvent::OffsetFetch => coordinator.offset_fetch().await,
+            CoordinatorEvent::PauseFetch => {
+                coordinator.fetcher.pause();
+                Ok(())
+            }
+            CoordinatorEvent::ResumeFetch => {
+                coordinator.fetcher.resume();
+                Ok(())
+            }
             CoordinatorEvent::OffsetCommit => coordinator.offset_commit().await,
             CoordinatorEvent::SeekOffset { partition, offset } => {
                 let _ = coordinator
@@ -993,8 +1033,8 @@ async fn coordinator_loop<Exe: Executor>(
                     if data.high_watermark >= 0 {
                         tp_state.high_water_mark = data.high_watermark;
                     }
-                    let _ = notify.send(());
                 }
+                let _ = notify.send(());
                 Ok(())
             }
             CoordinatorEvent::FetchablePartitions {
@@ -1084,7 +1124,7 @@ async fn coordinator_loop<Exe: Executor>(
             CoordinatorEvent::Shutdown => break,
         };
         if let Err(err) = ret {
-            error!("CoordinatorEvent handled error: {err}");
+            error!("{err}");
         }
     }
     coordinator
diff --git a/src/coordinator/mod.rs b/src/coordinator/mod.rs
index d93f74d..14e6ef2 100644
--- a/src/coordinator/mod.rs
+++ b/src/coordinator/mod.rs
@@ -42,6 +42,8 @@ pub enum CoordinatorEvent {
     SyncGroup,
     LeaveGroup(StrBytes),
     OffsetFetch,
+    PauseFetch,
+    ResumeFetch,
     OffsetCommit,
     ResetOffset {
         partition: TopicPartition,
diff --git a/src/error.rs b/src/error.rs
index d4bc943..8bad68b 100644
--- a/src/error.rs
+++ b/src/error.rs
@@ -24,6 +24,7 @@ pub type Result<T> = std::result::Result<T, Error>;
 #[derive(Debug)]
 pub enum Error {
     Custom(String),
+    KafkaError(ResponseError),
     Connection(ConnectionError),
     InvalidVersion(i16),
     InvalidApiRequest(ApiKey),
@@ -55,7 +56,7 @@ impl From<()> for Error {
 
 impl From<ResponseError> for Error {
     fn from(value: ResponseError) -> Self {
-        Error::Custom(value.to_string())
+        Error::KafkaError(value)
     }
 }
 
@@ -133,6 +134,7 @@ impl std::fmt::Display for Error {
     fn fmt(&self, f: &mut std::fmt::Formatter) -> std::fmt::Result {
         match self {
             Error::Custom(e) => write!(f, "{e}"),
+            Error::KafkaError(e) => write!(f, "{e}"),
             Error::Connection(e) => write!(f, "{e}"),
             Error::InvalidVersion(v) => write!(f, "Invalid version: {v}"),
             Error::InvalidApiRequest(v) => write!(f, "Invalid Api Request: {v:?}"),
diff --git a/src/executor/mod.rs b/src/executor/mod.rs
index fc8da4d..08aa52c 100644
--- a/src/executor/mod.rs
+++ b/src/executor/mod.rs
@@ -340,7 +340,11 @@ mod tests {
         let executor = AsyncStdExecutor;
         let (_tx, rx) = futures::channel::oneshot::channel::<i32>();
         // let _ = tx.send(1);
-        if (executor.timeout(Duration::from_millis(1), rx).await).is_err() {
+        if executor
+            .timeout(Duration::from_millis(1), rx)
+            .await
+            .is_err()
+        {
             println!("did not receive value within 1 ms");
         }
     }
diff --git a/src/lib.rs b/src/lib.rs
index b17f503..4bfb662 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -94,7 +94,9 @@ fn array_display<T: Display, I: Iterator<Item = T>>(array: I) -> String {
     for item in array {
         display.extend(format!("{item}, ").chars());
     }
-    display.remove(display.len() - 1);
-    display.remove(display.len() - 1);
+    if display.len() >= 2 {
+        display.remove(display.len() - 1);
+        display.remove(display.len() - 1);
+    }
     display
 }