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// Copyright Materialize, Inc. and contributors. All rights reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License in the LICENSE file at the
// root of this repository, or online at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//! Various profiling utilities:
//!
//! (1) Turn jemalloc profiling on and off, and dump heap profiles (`PROF_CTL`)
//! (2) Parse jemalloc heap files and make them into a hierarchical format (`parse_jeheap`)
use std::ffi::CString;
use std::io::BufRead;
use std::os::unix::ffi::OsStrExt;
use std::sync::Arc;
use std::time::{Duration, Instant};
use anyhow::bail;
use libc::size_t;
use mz_ore::cast::CastFrom;
use mz_ore::metric;
use mz_ore::metrics::{MetricsRegistry, UIntGauge};
use once_cell::sync::Lazy;
use tempfile::NamedTempFile;
use tikv_jemalloc_ctl::{epoch, raw, stats};
use tokio::sync::Mutex;
use tracing::error;
use crate::{Mapping, ProfStartTime, StackProfile, WeightedStack};
// lg_prof_sample:19 is currently the default according to `man jemalloc`,
// but let's make that explicit in case upstream ever changes it.
// If you change this, also change `malloc_conf`.
pub const LG_PROF_SAMPLE: size_t = 19;
#[allow(non_upper_case_globals)]
#[export_name = "malloc_conf"]
// if you change this, also change `LG_PROF_SAMPLE`
pub static malloc_conf: &[u8] = b"prof:true,prof_active:true,lg_prof_sample:19\0";
pub static PROF_CTL: Lazy<Option<Arc<Mutex<JemallocProfCtl>>>> = Lazy::new(|| {
if let Some(ctl) = JemallocProfCtl::get() {
Some(Arc::new(Mutex::new(ctl)))
} else {
None
}
});
#[cfg(target_os = "linux")]
static MAPPINGS: Lazy<Option<Vec<Mapping>>> = Lazy::new(|| {
use mz_proc::SharedObject;
fn build_mappings(objects: &[SharedObject]) -> Vec<Mapping> {
let mut mappings = Vec::new();
for object in objects {
for segment in &object.loaded_segments {
let memory_start = object.base_address + segment.memory_offset;
mappings.push(Mapping {
memory_start,
memory_end: memory_start + segment.memory_size,
memory_offset: segment.memory_offset,
file_offset: segment.file_offset,
pathname: object.path_name.clone(),
build_id: object.build_id.clone(),
});
}
}
mappings
}
// SAFETY: We are on Linux, and this is the only place in the program this
// function is called.
match unsafe { mz_proc::linux::collect_shared_objects() } {
Ok(objects) => Some(build_mappings(&objects)),
Err(err) => {
error!("build ID fetching failed: {err}");
None
}
}
});
#[cfg(not(target_os = "linux"))]
static MAPPINGS: Lazy<Option<Vec<Mapping>>> = Lazy::new(|| {
error!("build ID fetching is only supported on Linux");
None
});
#[derive(Copy, Clone, Debug)]
pub struct JemallocProfMetadata {
pub start_time: Option<ProfStartTime>,
}
#[derive(Debug)]
// Per-process singleton object allowing control of jemalloc profiling facilities.
pub struct JemallocProfCtl {
md: JemallocProfMetadata,
}
/// Parse a jemalloc profile file, producing a vector of stack traces along with their weights.
pub fn parse_jeheap<R: BufRead>(r: R) -> anyhow::Result<StackProfile> {
let mut cur_stack = None;
let mut profile = StackProfile::default();
let mut lines = r.lines();
let first_line = match lines.next() {
Some(s) => s?,
None => bail!("Heap dump file was empty"),
};
// The first line of the file should be e.g. "heap_v2/524288", where the trailing
// number is the inverse probability of a byte being sampled.
let sampling_rate: f64 = str::parse(first_line.trim_start_matches("heap_v2/"))?;
while let Some(line) = lines.next() {
let line = line?;
let line = line.trim();
let words: Vec<_> = line.split_ascii_whitespace().collect();
if words.len() > 0 && words[0] == "@" {
if cur_stack.is_some() {
bail!("Stack without corresponding weight!")
}
let mut addrs = words[1..]
.iter()
.map(|w| {
let raw = w.trim_start_matches("0x");
usize::from_str_radix(raw, 16)
})
.collect::<Result<Vec<_>, _>>()?;
addrs.reverse();
cur_stack = Some(addrs);
}
if words.len() > 2 && words[0] == "t*:" {
if let Some(addrs) = cur_stack.take() {
// The format here is e.g.:
// t*: 40274: 2822125696 [0: 0]
//
// "t*" means summary across all threads; someday we will support per-thread dumps but don't now.
// "40274" is the number of sampled allocations (`n_objs` here).
// On all released versions of jemalloc, "2822125696" is the total number of bytes in those allocations.
//
// To get the predicted number of total bytes from the sample, we need to un-bias it by following the logic in
// jeprof's `AdjustSamples`: https://github.com/jemalloc/jemalloc/blob/498f47e1ec83431426cdff256c23eceade41b4ef/bin/jeprof.in#L4064-L4074
//
// However, this algorithm is actually wrong: you actually need to unbias each sample _before_ you add them together, rather
// than adding them together first and then unbiasing the average allocation size. But the heap profile format in released versions of jemalloc
// does not give us access to each individual allocation, so this is the best we can do (and `jeprof` does the same).
//
// It usually seems to be at least close enough to being correct to be useful, but could be very wrong if for the same stack, there is a
// very large amount of variance in the amount of bytes allocated (e.g., if there is one allocation of 8 MB and 1,000,000 of 8 bytes)
//
// In the latest unreleased jemalloc sources from github, the issue is worked around by unbiasing the numbers for each sampled allocation,
// and then fudging them to maintain compatibility with jeprof's logic. So, once those are released and we start using them,
// this will become even more correct.
//
// For more details, see this doc: https://github.com/jemalloc/jemalloc/pull/1902
//
// And this gitter conversation between me (Brennan Vincent) and David Goldblatt: https://gitter.im/jemalloc/jemalloc?at=5f31b673811d3571b3bb9b6b
let n_objs: f64 = str::parse(words[1].trim_end_matches(':'))?;
let bytes_in_sampled_objs: f64 = str::parse(words[2])?;
let ratio = (bytes_in_sampled_objs / n_objs) / sampling_rate;
let scale_factor = 1.0 / (1.0 - (-ratio).exp());
let weight = bytes_in_sampled_objs * scale_factor;
profile.push_stack(WeightedStack { addrs, weight }, None);
}
}
}
if cur_stack.is_some() {
bail!("Stack without corresponding weight!");
}
if let Some(mappings) = MAPPINGS.as_ref() {
for mapping in mappings {
profile.push_mapping(mapping.clone());
}
}
Ok(profile)
}
// See stats.{allocated, active, ...} in http://jemalloc.net/jemalloc.3.html for details
pub struct JemallocStats {
pub active: usize,
pub allocated: usize,
pub metadata: usize,
pub resident: usize,
pub retained: usize,
}
impl JemallocStats {
pub fn get() -> anyhow::Result<JemallocStats> {
epoch::advance()?;
Ok(JemallocStats {
active: stats::active::read()?,
allocated: stats::allocated::read()?,
metadata: stats::metadata::read()?,
resident: stats::resident::read()?,
retained: stats::retained::read()?,
})
}
}
impl JemallocProfCtl {
// Creates and returns the global singleton.
fn get() -> Option<Self> {
// SAFETY: "opt.prof" is documented as being readable and returning a bool:
// http://jemalloc.net/jemalloc.3.html#opt.prof
let prof_enabled: bool = unsafe { raw::read(b"opt.prof\0") }.unwrap();
if prof_enabled {
// SAFETY: "opt.prof_active" is documented as being readable and returning a bool:
// http://jemalloc.net/jemalloc.3.html#opt.prof_active
let prof_active: bool = unsafe { raw::read(b"opt.prof_active\0") }.unwrap();
let start_time = if prof_active {
Some(ProfStartTime::TimeImmemorial)
} else {
None
};
let md = JemallocProfMetadata { start_time };
Some(Self { md })
} else {
None
}
}
pub fn get_md(&self) -> JemallocProfMetadata {
self.md
}
pub fn activated(&self) -> bool {
self.md.start_time.is_some()
}
pub fn activate(&mut self) -> Result<(), tikv_jemalloc_ctl::Error> {
// SAFETY: "prof.active" is documented as being writable and taking a bool:
// http://jemalloc.net/jemalloc.3.html#prof.active
unsafe { raw::write(b"prof.active\0", true) }?;
if self.md.start_time.is_none() {
self.md.start_time = Some(ProfStartTime::Instant(Instant::now()));
}
Ok(())
}
pub fn deactivate(&mut self) -> Result<(), tikv_jemalloc_ctl::Error> {
// SAFETY: "prof.active" is documented as being writable and taking a bool:
// http://jemalloc.net/jemalloc.3.html#prof.active
unsafe { raw::write(b"prof.active\0", false) }?;
// SAFETY: "prof.reset" is documented as being writable and taking a size_t:
// http://jemalloc.net/jemalloc.3.html#prof.reset
unsafe { raw::write(b"prof.reset\0", LG_PROF_SAMPLE) }?;
self.md.start_time = None;
Ok(())
}
pub fn dump(&mut self) -> anyhow::Result<std::fs::File> {
let f = NamedTempFile::new()?;
let path = CString::new(f.path().as_os_str().as_bytes().to_vec()).unwrap();
// SAFETY: "prof.dump" is documented as being writable and taking a C string as input:
// http://jemalloc.net/jemalloc.3.html#prof.dump
unsafe { raw::write(b"prof.dump\0", path.as_ptr()) }?;
Ok(f.into_file())
}
pub fn dump_stats(&mut self, json_format: bool) -> anyhow::Result<String> {
// Try to avoid allocations within `stats_print`
let mut buf = Vec::with_capacity(1 << 22);
let mut options = tikv_jemalloc_ctl::stats_print::Options::default();
options.json_format = json_format;
tikv_jemalloc_ctl::stats_print::stats_print(&mut buf, options)?;
Ok(String::from_utf8(buf)?)
}
pub fn stats(&self) -> anyhow::Result<JemallocStats> {
JemallocStats::get()
}
}
/// Metrics for jemalloc.
pub struct JemallocMetrics {
pub active: UIntGauge,
pub allocated: UIntGauge,
pub metadata: UIntGauge,
pub resident: UIntGauge,
pub retained: UIntGauge,
}
impl JemallocMetrics {
/// Registers the metrics into the provided metrics registry, and spawns
/// a task to keep the metrics up to date.
// `async` indicates that the Tokio runtime context is required.
#[allow(clippy::unused_async)]
pub async fn register_into(registry: &MetricsRegistry) {
let m = JemallocMetrics {
active: registry.register(metric!(
name: "jemalloc_active",
help: "Total number of bytes in active pages allocated by the application",
)),
allocated: registry.register(metric!(
name: "jemalloc_allocated",
help: "Total number of bytes allocated by the application",
)),
metadata: registry.register(metric!(
name: "jemalloc_metadata",
help: "Total number of bytes dedicated to metadata.",
)),
resident: registry.register(metric!(
name: "jemalloc_resident",
help: "Maximum number of bytes in physically resident data pages mapped",
)),
retained: registry.register(metric!(
name: "jemalloc_retained",
help: "Total number of bytes in virtual memory mappings",
)),
};
mz_ore::task::spawn(|| "jemalloc_stats_update", async move {
let mut interval = tokio::time::interval(Duration::from_secs(10));
interval.set_missed_tick_behavior(tokio::time::MissedTickBehavior::Skip);
loop {
interval.tick().await;
if let Err(e) = m.update() {
tracing::warn!("Error while updating jemalloc stats: {}", e);
}
}
});
}
fn update(&self) -> anyhow::Result<()> {
let s = JemallocStats::get()?;
self.active.set(u64::cast_from(s.active));
self.allocated.set(u64::cast_from(s.allocated));
self.metadata.set(u64::cast_from(s.metadata));
self.resident.set(u64::cast_from(s.resident));
self.retained.set(u64::cast_from(s.retained));
Ok(())
}
}