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// Copyright Materialize, Inc. and contributors. All rights reserved.
//
// Use of this software is governed by the Business Source License
// included in the LICENSE file.
//
// As of the Change Date specified in that file, in accordance with
// the Business Source License, use of this software will be governed
// by the Apache License, Version 2.0.
//! Tracing utilities for explainable plans.
use std::fmt::{Debug, Display};
use std::sync::Mutex;
use mz_sql_parser::ast::NamedPlan;
use tracing::{span, subscriber, Level};
use tracing_core::{Interest, Metadata};
use tracing_subscriber::{field, layer};
use crate::explain::UsedIndexes;
use smallvec::SmallVec;
/// A tracing layer used to accumulate a sequence of explainable plans.
#[allow(missing_debug_implementations)]
pub struct PlanTrace<T> {
/// A specific concrete path to find in this trace. If present,
/// [`PlanTrace::push`] will only collect traces if the current path is a
/// prefix of find.
filter: Option<SmallVec<[NamedPlan; 4]>>,
/// A path of segments identifying the spans in the current ancestor-or-self
/// chain. The current path is used when accumulating new `entries`.
path: Mutex<String>,
/// The first time when entering a span (None no span was entered yet).
start: Mutex<Option<std::time::Instant>>,
/// A path of times at which the spans in the current ancestor-or-self chain
/// were started. The duration since the last time is used when accumulating
/// new `entries`.
times: Mutex<Vec<std::time::Instant>>,
/// A sequence of entries associating for a specific plan type `T`.
entries: Mutex<Vec<TraceEntry<T>>>,
}
/// A struct created as a reflection of a [`trace_plan`] call.
#[derive(Clone, Debug)]
pub struct TraceEntry<T> {
/// The instant at which an entry was created.
///
/// Used to impose global sorting when merging multiple `TraceEntry`
/// arrays in a single array.
pub instant: std::time::Instant,
/// The duration since the start of the enclosing span.
pub span_duration: std::time::Duration,
/// The duration since the start of the top-level span seen by the `PlanTrace`.
pub full_duration: std::time::Duration,
/// Ancestor chain of span names (root is first, parent is last).
pub path: String,
/// The plan produced this step.
pub plan: T,
}
/// Trace a fragment of type `T` to be emitted as part of an `EXPLAIN OPTIMIZER
/// TRACE` output.
///
/// For best compatibility with the existing UI (which at the moment is the only
/// sane way to look at such `EXPLAIN` traces), code instrumentation should
/// adhere to the following constraints:
///
/// 1. The plan type should be listed in the layers created in the
/// `OptimizerTrace` constructor.
/// 2. Each `trace_plan` should be unique within it's enclosing span and should
/// represent the result of the stage idenified by that span. In particular,
/// this means that functions that call `trace_plan` more than once need to
/// construct ad-hoc spans (see the iteration spans in the `Fixpoint`
/// transform for example).
///
/// As a consequence of the second constraint, a sequence of paths such as
/// ```text
/// optimizer.foo.bar
/// optimizer.foo.baz
/// ```
/// is not well-formed as it is missing the results of the prefix paths at the
/// end:
/// ```text
/// optimizer.foo.bar
/// optimizer.foo.baz
/// optimizer.foo
/// optimizer
/// ```
///
/// Also, note that full paths can be repeated within a pipeline, but adjacent
/// duplicates are interpreted as separete invocations. For example, the
/// sub-sequence
/// ```text
/// ... // preceding stages
/// optimizer.foo.bar // 1st call
/// optimizer.foo.bar // 2nd call
/// ... // following stages
/// ```
/// will be rendered by the UI as the following tree structure.
/// ```text
/// optimizer
/// ... // following stages
/// foo
/// bar // 2nd call
/// bar // 1st call
/// ... // preceding stages
/// ```
pub fn trace_plan<T: Clone + 'static>(plan: &T) {
tracing::Span::current().with_subscriber(|(_id, subscriber)| {
if let Some(trace) = subscriber.downcast_ref::<PlanTrace<T>>() {
trace.push(plan)
}
});
}
/// Create a span identified by `segment` and trace `plan` in it.
///
/// This primitive is useful for instrumentic code, see this commit[^example]
/// for an example.
///
/// [^example]: <https://github.com/MaterializeInc/materialize/commit/2ce93229>
pub fn dbg_plan<S: Display, T: Clone + 'static>(segment: S, plan: &T) {
span!(target: "optimizer", Level::DEBUG, "segment", path.segment = %segment).in_scope(|| {
trace_plan(plan);
});
}
/// Create a span identified by `segment` and trace `misc` in it.
///
/// This primitive is useful for instrumentic code, see this commit[^example]
/// for an example.
///
/// [^example]: <https://github.com/MaterializeInc/materialize/commit/2ce93229>
pub fn dbg_misc<S: Display, T: Display>(segment: S, misc: T) {
span!(target: "optimizer", Level::DEBUG, "segment", path.segment = %segment).in_scope(|| {
trace_plan(&misc.to_string());
});
}
/// A helper struct for wrapping entries that represent the invocation context
/// of a function or method call into an object that renders as their hash.
///
/// Useful when constructing path segments when instrumenting a function trace
/// with additional debugging information.
#[allow(missing_debug_implementations)]
pub struct ContextHash(u64);
impl ContextHash {
pub fn of<T: std::hash::Hash>(t: T) -> Self {
use std::collections::hash_map::DefaultHasher;
use std::hash::Hasher;
let mut h = DefaultHasher::new();
t.hash(&mut h);
ContextHash(h.finish())
}
}
impl Display for ContextHash {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
write!(f, "{:x}", self.0 & 0xFFFFFFFu64) // show last 28 bits
}
}
/// A [`layer::Layer`] implementation for [`PlanTrace`].
///
/// Populates the `data` wrapped by the [`PlanTrace`] instance with
/// [`TraceEntry`] values, one for each span with attached plan in its
/// extensions map.
impl<S, T> layer::Layer<S> for PlanTrace<T>
where
S: subscriber::Subscriber,
T: 'static,
{
fn on_new_span(
&self,
attrs: &span::Attributes<'_>,
_id: &span::Id,
_ctx: layer::Context<'_, S>,
) {
// add segment to path
let mut path = self.path.lock().expect("path shouldn't be poisoned");
let segment = attrs.get_str("path.segment");
let segment = segment.unwrap_or_else(|| attrs.metadata().name().to_string());
if !path.is_empty() {
path.push('/');
}
path.push_str(segment.as_str());
}
fn on_enter(&self, _id: &span::Id, _ctx: layer::Context<'_, S>) {
let now = std::time::Instant::now();
// set start value on first ever on_enter
let mut start = self.start.lock().expect("start shouldn't be poisoned");
start.get_or_insert(now);
// push to time stack
let mut times = self.times.lock().expect("times shouldn't be poisoned");
times.push(now);
}
fn on_exit(&self, _id: &span::Id, _ctx: layer::Context<'_, S>) {
// truncate last segment from path
let mut path = self.path.lock().expect("path shouldn't be poisoned");
let new_len = path.rfind('/').unwrap_or(0);
path.truncate(new_len);
// pop from time stack
let mut times = self.times.lock().expect("times shouldn't be poisoned");
times.pop();
}
}
impl<S, T> layer::Filter<S> for PlanTrace<T>
where
S: subscriber::Subscriber,
T: 'static + Clone,
{
fn enabled(&self, meta: &Metadata<'_>, _cx: &layer::Context<'_, S>) -> bool {
self.is_enabled(meta)
}
fn callsite_enabled(&self, meta: &'static Metadata<'static>) -> Interest {
if self.is_enabled(meta) {
Interest::always()
} else {
Interest::never()
}
}
}
impl<T: 'static + Clone> PlanTrace<T> {
/// Create a new trace for plans of type `T` that will only accumulate
/// [`TraceEntry`] instances along the prefix of the given `path`.
pub fn new(filter: Option<SmallVec<[NamedPlan; 4]>>) -> Self {
Self {
filter,
path: Mutex::new(String::with_capacity(256)),
start: Mutex::new(None),
times: Mutex::new(Default::default()),
entries: Mutex::new(Default::default()),
}
}
/// Check if a subscriber layer of this kind will be interested in tracing
/// spans and events with the given metadata.
fn is_enabled(&self, meta: &Metadata<'_>) -> bool {
meta.is_span() && meta.target() == "optimizer"
}
/// Drain the trace data collected so far.
///
/// Note that this method will mutate the internal state of the enclosing
/// [`PlanTrace`] even though its receiver is not `&mut self`. This quirk is
/// required because the tracing `Dispatch` does not have `downcast_mut` method.
pub fn drain_as_vec(&self) -> Vec<TraceEntry<T>> {
let mut entries = self.entries.lock().expect("entries shouldn't be poisoned");
entries.split_off(0)
}
/// Retrieve the trace data collected so far while leaving it in place.
pub fn collect_as_vec(&self) -> Vec<TraceEntry<T>> {
let entries = self.entries.lock().expect("entries shouldn't be poisoned");
(*entries).clone()
}
/// Find and return a clone of the [`TraceEntry`] for the given `path`.
pub fn find(&self, path: &str) -> Option<TraceEntry<T>>
where
T: Clone,
{
let entries = self.entries.lock().expect("entries shouldn't be poisoned");
entries.iter().find(|entry| entry.path == path).cloned()
}
/// Push a trace entry for the given `plan` to the current trace.
///
/// This is a noop if
/// 1. the call is within a context without an enclosing span, or if
/// 2. [`PlanTrace::filter`] is set not equal to [`PlanTrace::current_path`].
fn push(&self, plan: &T)
where
T: Clone,
{
if let Some(current_path) = self.current_path() {
let times = self.times.lock().expect("times shouldn't be poisoned");
let start = self.start.lock().expect("start shouldn't is poisoned");
if let (Some(full_start), Some(span_start)) = (start.as_ref(), times.last()) {
let mut entries = self.entries.lock().expect("entries shouldn't be poisoned");
let time = std::time::Instant::now();
entries.push(TraceEntry {
instant: time,
span_duration: time.duration_since(*span_start),
full_duration: time.duration_since(*full_start),
path: current_path,
plan: plan.clone(),
});
}
}
}
/// Helper method: get a copy of the current path.
///
/// If [`PlanTrace::filter`] is set, this will also check the current path
/// against the `find` entry and return `None` if the two differ.
fn current_path(&self) -> Option<String> {
let path = self.path.lock().expect("path shouldn't be poisoned");
let path = path.as_str();
match self.filter.as_ref() {
Some(named_paths) => {
if named_paths.iter().any(|named| path == named.path()) {
Some(path.to_owned())
} else {
None
}
}
None => Some(path.to_owned()),
}
}
}
impl PlanTrace<UsedIndexes> {
/// Get the [`UsedIndexes`] corresponding to the given `plan_path`.
///
/// Note that the path under which a `UsedIndexes` entry is traced might
/// differ from the path of the `plan_path` of the plan that needs it.
pub fn used_indexes_for(&self, plan_path: &str) -> UsedIndexes {
// Compute the path from which we are going to lookup the `UsedIndexes`
// instance from the requested path.
let path = match NamedPlan::of_path(plan_path) {
Some(NamedPlan::Global) => Some(NamedPlan::Global),
Some(NamedPlan::Physical) => Some(NamedPlan::Global),
Some(NamedPlan::FastPath) => Some(NamedPlan::FastPath),
_ => None,
};
// Find the `TraceEntry` wrapping the `UsedIndexes` instance.
let entry = match path {
Some(path) => self.find(path.path()),
None => None,
};
// Either return the `UsedIndexes` wrapped by the found entry or a
// default `UsedIndexes` instance if such entry was not found.
entry.map_or(Default::default(), |e| e.plan)
}
}
/// Helper trait used to extract attributes of type `&'static str`.
trait GetStr {
fn get_str(&self, key: &'static str) -> Option<String>;
}
impl<'a> GetStr for span::Attributes<'a> {
fn get_str(&self, key: &'static str) -> Option<String> {
let mut extract_str = ExtractStr::new(key);
self.record(&mut extract_str);
extract_str.val()
}
}
/// Helper struct that implements `field::Visit` and is used in the
/// `GetStr::get_str` implementation for `span::Attributes`.
struct ExtractStr {
key: &'static str,
val: Option<String>,
}
impl ExtractStr {
fn new(key: &'static str) -> Self {
Self { key, val: None }
}
fn val(self) -> Option<String> {
self.val
}
}
impl field::Visit for ExtractStr {
fn record_str(&mut self, field: &tracing::field::Field, value: &str) {
if field.name() == self.key {
self.val = Some(value.to_string())
}
}
fn record_debug(&mut self, field: &tracing::field::Field, value: &dyn std::fmt::Debug) {
if field.name() == self.key {
self.val = Some(format!("{value:?}"))
}
}
}
#[cfg(test)]
mod test {
use mz_ore::instrument;
use tracing::dispatcher;
use tracing_subscriber::prelude::*;
use super::{trace_plan, PlanTrace};
#[mz_ore::test]
fn test_optimizer_trace() {
let subscriber = tracing_subscriber::registry().with(Some(PlanTrace::<String>::new(None)));
let dispatch = dispatcher::Dispatch::new(subscriber);
dispatcher::with_default(&dispatch, || {
optimize();
});
if let Some(trace) = dispatch.downcast_ref::<PlanTrace<String>>() {
let trace = trace.drain_as_vec();
assert_eq!(trace.len(), 5);
for (i, entry) in trace.into_iter().enumerate() {
let path = entry.path;
match i {
0 => {
assert_eq!(path, "optimize");
}
1 => {
assert_eq!(path, "optimize/logical/my_optimization");
}
2 => {
assert_eq!(path, "optimize/logical");
}
3 => {
assert_eq!(path, "optimize/physical");
}
4 => {
assert_eq!(path, "optimize");
}
_ => (),
}
}
}
}
#[instrument(level = "info")]
fn optimize() {
let mut plan = constant_plan(42);
trace_plan(&plan);
logical_optimizer(&mut plan);
physical_optimizer(&mut plan);
trace_plan(&plan);
}
#[instrument(level = "info", name = "logical")]
fn logical_optimizer(plan: &mut String) {
some_optimization(plan);
let _ = plan.replace("RawPlan", "LogicalPlan");
trace_plan(plan);
}
#[instrument(level = "info", name = "physical")]
fn physical_optimizer(plan: &mut String) {
let _ = plan.replace("LogicalPlan", "PhysicalPlan");
trace_plan(plan);
}
#[mz_ore::instrument(level = "debug", fields(path.segment ="my_optimization"))]
fn some_optimization(plan: &mut String) {
let _ = plan.replace("42", "47");
trace_plan(plan);
}
fn constant_plan(i: usize) -> String {
format!("RawPlan(#{})", i)
}
}