foundationdb/metrics.rs
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//! Per-attempt metrics collected by [`Database::instrumented_run`](crate::Database::instrumented_run).
//!
//! The report is a list of [`AttemptMetrics`], one per transaction attempt, in
//! order: a retried transaction keeps everything it did in its earlier
//! attempts. Operation counters come from the always-on
//! [`UsageSnapshot`] of the attempt, so
//! instrumentation only adds the timings, the outcome and the aggregates on
//! top of what the binding already counts.
use crate::budget::{AttemptUsage, UsageSnapshot};
use crate::error::FdbError;
use crate::transaction::ConflictingKeyRange;
use std::collections::HashMap;
use std::sync::{Arc, Mutex};
use std::time::Duration;
/// Label key-value pairs for metrics
pub type Labels = Vec<(String, String)>;
/// Unique key for a metric: name + labels
#[derive(Clone, Hash, Eq, PartialEq, Debug)]
pub struct MetricKey {
pub name: String,
pub labels: Labels,
}
impl MetricKey {
/// Create a new MetricKey
///
/// # Arguments
/// * `name` - The name of the metric
/// * `labels` - Key-value pairs for labeling the metric
///
/// # Returns
/// * `MetricKey` - A new MetricKey instance
pub fn new(name: &str, labels: &[(&str, &str)]) -> Self {
// Convert labels to owned strings
let mut sorted_labels: Labels = labels
.iter()
.map(|(k, v)| (k.to_string(), v.to_string()))
.collect();
// Sort labels by key to ensure consistent ordering
sorted_labels.sort_by(|a, b| a.0.cmp(&b.0));
Self {
name: name.to_string(),
labels: sorted_labels,
}
}
}
/// How a transaction attempt ended.
///
/// Marked non exhaustive: finer-grained failure reporting is expected to add
/// variants.
#[derive(Debug, Clone)]
#[non_exhaustive]
pub enum AttemptOutcome {
/// The attempt committed. For a run, only the last attempt can be in this
/// state.
Committed,
/// The attempt was retried, `cause` being the error handed to `on_error`.
/// A closure error asking for a retry without a native error underneath
/// surfaces here as code 1020 (`not_committed`).
Retried { cause: FdbError },
/// The attempt ended the run without committing: the error was not
/// retryable, or the retries were exhausted.
Failed,
}
/// The conflicting key ranges of a transaction attempt.
///
/// They are only read after a commit conflict, and only carry ranges when
/// [`TransactionOption::ReportConflictingKeys`](crate::options::TransactionOption::ReportConflictingKeys)
/// was set on the transaction.
#[derive(Debug, Clone, Default)]
pub enum ConflictKeys {
/// The attempt did not fail on a commit conflict, so nothing was read.
#[default]
NotRequested,
/// The special keyspace was read. The list is empty when
/// `ReportConflictingKeys` was not enabled.
Available(Vec<ConflictingKeyRange>),
/// The special keyspace read failed.
ReadFailed(FdbError),
}
impl ConflictKeys {
/// The conflicting ranges, empty unless they were read successfully.
pub fn ranges(&self) -> &[ConflictingKeyRange] {
match self {
ConflictKeys::Available(ranges) => ranges,
ConflictKeys::NotRequested | ConflictKeys::ReadFailed(_) => &[],
}
}
}
/// Everything recorded about a single transaction attempt.
///
/// One is pushed to [`MetricsReport::attempts`] when the attempt ends, so an
/// attempt that was retried keeps its own counters, timings and custom metrics
/// instead of being overwritten by the next one.
#[derive(Debug, Clone)]
pub struct AttemptMetrics {
/// Position of the attempt in the run, starting at 0.
pub index: usize,
/// Operation counters and bytes of the attempt, from the always-on
/// accounting. See [`crate::budget`] for how precise they are.
pub usage: UsageSnapshot,
/// Application metrics recorded during the attempt with
/// [`Transaction::set_custom_metric`](crate::Transaction::set_custom_metric).
pub custom_metrics: HashMap<MetricKey, u64>,
/// Wall clock of the attempt, measured from its start to the end of its
/// work: the retry backoff performed by `on_error` is **not** included.
pub duration: Option<Duration>,
/// Time spent in `commit`, `None` if the attempt never reached it.
pub commit_duration: Option<Duration>,
/// Time spent in `on_error`, backoff included. `None` if `on_error` did not
/// run, which is the case for the last attempt of a run.
pub on_error_duration: Option<Duration>,
/// How the attempt ended.
pub outcome: AttemptOutcome,
/// Conflicting key ranges, only read after a commit conflict.
pub conflicting_keys: ConflictKeys,
/// Read version of the attempt, recorded when
/// [`Transaction::get_read_version`](crate::Transaction::get_read_version)
/// is called. The binding never fetches it on its own.
pub read_version: Option<i64>,
}
/// Transaction-level information that spans attempts
#[derive(Debug, Default, Clone)]
pub struct TransactionInfo {
/// Number of retries performed, that is `attempts.len() - 1` for a
/// completed run
pub retries: u64,
/// Number of retries caused by commit conflicts (`not_committed`, error 1020)
pub conflict_count: u64,
/// Last read version observed, see [`AttemptMetrics::read_version`]
pub read_version: Option<i64>,
/// Commit version of the committed attempt
pub commit_version: Option<i64>,
}
/// The metrics of a whole `instrumented_run`: the detail of every attempt plus
/// the aggregates that only make sense for the run as a whole.
#[derive(Debug, Clone, Default)]
pub struct MetricsReport {
/// One entry per transaction attempt, in order. Nothing is lost across
/// retries.
pub attempts: Vec<AttemptMetrics>,
/// Wall clock of the whole run, every attempt and backoff included.
pub total_duration: Option<Duration>,
/// Information that spans attempts.
pub transaction: TransactionInfo,
}
impl MetricsReport {
/// Sums the usage of every attempt, retries included.
///
/// `elapsed` is the sum of the attempt durations, which is shorter than
/// [`total_duration`](Self::total_duration): the retry backoffs are not
/// part of any attempt.
pub fn total_usage(&self) -> UsageSnapshot {
self.attempts
.iter()
.fold(UsageSnapshot::default(), |mut total, attempt| {
let usage = &attempt.usage;
total.elapsed += usage.elapsed;
total.bytes_read += usage.bytes_read;
total.bytes_written += usage.bytes_written;
total.keys_values_fetched += usage.keys_values_fetched;
total.call_get += usage.call_get;
total.call_get_range += usage.call_get_range;
total.call_set += usage.call_set;
total.call_clear += usage.call_clear;
total.call_clear_range += usage.call_clear_range;
total.call_atomic_op += usage.call_atomic_op;
total
})
}
/// The attempt that ended the run, `None` if no attempt was ever started.
pub fn last_attempt(&self) -> Option<&AttemptMetrics> {
self.attempts.last()
}
}
/// The attempt currently being recorded.
///
/// Holds the accounting generation of the transaction, so that the attempt can
/// be pushed to the report even after the transaction itself is gone (a
/// non-retryable `on_error` consumes it), and the pieces that are known before
/// the attempt ends.
#[derive(Debug, Default)]
struct OpenAttempt {
usage: Option<Arc<AttemptUsage>>,
duration: Option<Duration>,
commit_duration: Option<Duration>,
conflicting_keys: ConflictKeys,
read_version: Option<i64>,
}
/// Collects the metrics of a transaction, attempt after attempt.
///
/// This is the handle shared between the transaction, the runner hooks and the
/// caller: cloning it clones the handle, not the data. The recording methods
/// are called by the binding as the transaction progresses, the report is read
/// back with [`get_metrics_data`](Self::get_metrics_data).
#[derive(Debug, Clone, Default)]
pub struct TransactionMetrics {
/// The report being built.
pub metrics: Arc<Mutex<MetricsReport>>,
/// The attempt being recorded, pushed to the report when it ends.
open: Arc<Mutex<OpenAttempt>>,
}
impl TransactionMetrics {
/// Create a new instance of TransactionMetrics
pub fn new() -> Self {
Self::default()
}
fn report(&self) -> std::sync::MutexGuard<'_, MetricsReport> {
self.metrics
.lock()
.unwrap_or_else(|poisoned| poisoned.into_inner())
}
fn open(&self) -> std::sync::MutexGuard<'_, OpenAttempt> {
self.open
.lock()
.unwrap_or_else(|poisoned| poisoned.into_inner())
}
/// Starts recording a new attempt, on the accounting generation the
/// transaction just entered.
///
/// Anything recorded on a previous attempt that was not ended with
/// [`finish_attempt`](Self::finish_attempt) is dropped: the transaction
/// restarted without reaching a conclusion, typically because
/// [`Transaction::set_client_budget`](crate::Transaction::set_client_budget)
/// or [`Transaction::reset`](crate::Transaction::reset) was called.
pub(crate) fn begin_attempt(&self, usage: Arc<AttemptUsage>) {
let mut open = self.open();
#[cfg(feature = "trace")]
if let Some(dropped) = open.usage.as_ref() {
// `elapsed` always moves, so the counters are what tells whether
// the attempt being dropped did anything worth reporting. Some
// activity is recorded straight on `OpenAttempt` instead of
// `AttemptUsage` (read version, conflicting keys, commit
// duration), so it has to be checked too.
let snapshot = dropped.snapshot();
let idle = snapshot
== UsageSnapshot {
elapsed: snapshot.elapsed,
..UsageSnapshot::default()
}
&& dropped.custom_metrics().is_empty()
&& open.read_version.is_none()
&& open.duration.is_none()
&& open.commit_duration.is_none()
&& matches!(open.conflicting_keys, ConflictKeys::NotRequested);
if !idle {
tracing::warn!(
"a new attempt was opened while the previous one was still open, its usage and custom metrics are dropped (set_client_budget or reset called mid-attempt)"
);
}
}
*open = OpenAttempt {
usage: Some(usage),
..OpenAttempt::default()
};
}
/// Freezes the duration of the attempt at the current elapsed time, so that
/// what happens next (retry backoff, error handling) is not counted as part
/// of it. Later calls do not move it.
pub(crate) fn mark_attempt_end(&self) {
let mut open = self.open();
if open.duration.is_none() {
open.duration = open.usage.as_ref().map(|usage| usage.elapsed());
}
}
/// Records the time spent in `commit`, whatever its result, and ends the
/// attempt's work.
pub(crate) fn record_commit(&self, duration: Duration) {
let mut open = self.open();
open.commit_duration = Some(duration);
if open.duration.is_none() {
open.duration = open.usage.as_ref().map(|usage| usage.elapsed());
}
}
/// Ends the current attempt and pushes it to the report.
///
/// Does nothing when no attempt is being recorded, which makes it safe to
/// call on the exit paths of a runner that may already have ended it.
pub fn finish_attempt(&self, outcome: AttemptOutcome) {
let (usage, open) = {
let mut open = self.open();
match open.usage.take() {
// `usage` was taken above, so this leaves the scratch empty.
Some(usage) => (usage, std::mem::take(&mut *open)),
None => return,
}
};
let retried = matches!(outcome, AttemptOutcome::Retried { .. });
let mut report = self.report();
let index = report.attempts.len();
report.attempts.push(AttemptMetrics {
index,
usage: usage.snapshot(),
custom_metrics: usage.custom_metrics(),
duration: open.duration.or_else(|| Some(usage.elapsed())),
commit_duration: open.commit_duration,
on_error_duration: None,
outcome,
conflicting_keys: open.conflicting_keys,
read_version: open.read_version,
});
if retried {
report.transaction.retries += 1;
}
}
/// Records the time spent in `on_error` for the attempt that just ended.
///
/// The runner measures it after `on_error` returned, hence after the
/// attempt was pushed: it lands on the last attempt of the report.
pub fn set_on_error_duration(&self, duration: Duration) {
if let Some(attempt) = self.report().attempts.last_mut() {
attempt.on_error_duration = Some(duration);
}
}
/// Records the total duration of the run.
pub fn set_total_duration(&self, duration: Duration) {
self.report().total_duration = Some(duration);
}
/// Records the read version of the current attempt.
pub fn set_read_version(&self, version: i64) {
self.open().read_version = Some(version);
self.report().transaction.read_version = Some(version);
}
/// Records the commit version of the transaction.
pub fn set_commit_version(&self, version: i64) {
self.report().transaction.commit_version = Some(version);
}
/// Records the conflicting key ranges of the current attempt.
pub fn set_conflicting_keys(&self, keys: ConflictKeys) {
self.open().conflicting_keys = keys;
}
/// Increment the conflict counter
pub fn increment_conflict_count(&self) {
self.report().transaction.conflict_count += 1;
}
/// Get the number of retries
pub fn get_retries(&self) -> u64 {
self.report().transaction.retries
}
/// Returns a clone of the report built so far.
pub fn get_metrics_data(&self) -> MetricsReport {
self.report().clone()
}
/// Returns a clone of the transaction information.
pub fn get_transaction_info(&self) -> TransactionInfo {
self.report().transaction.clone()
}
}
#[cfg(test)]
mod tests {
use super::*;
use std::collections::HashSet;
#[test]
fn test_metric_key_equality() {
// Test that different combinations of the same labels are considered equal
let key1 = MetricKey::new("counter", &[("region", "us-west"), ("service", "api")]);
let key2 = MetricKey::new("counter", &[("service", "api"), ("region", "us-west")]);
// Same labels in different order should be considered equal
assert_eq!(key1, key2);
// Different label values should produce different keys
let key3 = MetricKey::new("counter", &[("region", "us-east"), ("service", "api")]);
assert_ne!(key1, key3);
// Different label keys should produce different keys
let key4 = MetricKey::new("counter", &[("zone", "us-west"), ("service", "api")]);
assert_ne!(key1, key4);
// Different metric names should produce different keys
let key5 = MetricKey::new("timer", &[("region", "us-west"), ("service", "api")]);
assert_ne!(key1, key5);
}
#[test]
fn test_metric_key_in_hashmap() {
let mut metrics = HashMap::new();
// Insert metrics with different label combinations
metrics.insert(
MetricKey::new("counter", &[("region", "us-west"), ("service", "api")]),
100,
);
metrics.insert(
MetricKey::new("counter", &[("region", "us-east"), ("service", "api")]),
200,
);
metrics.insert(
MetricKey::new("timer", &[("region", "us-west"), ("service", "api")]),
300,
);
// Verify we can retrieve metrics with the same label combinations
assert_eq!(
metrics.get(&MetricKey::new(
"counter",
&[("region", "us-west"), ("service", "api")]
)),
Some(&100)
);
// Verify we can retrieve metrics with labels in different order
assert_eq!(
metrics.get(&MetricKey::new(
"counter",
&[("service", "api"), ("region", "us-west")]
)),
Some(&100)
);
// Verify different label values produce different keys
assert_eq!(
metrics.get(&MetricKey::new(
"counter",
&[("region", "us-east"), ("service", "api")]
)),
Some(&200)
);
// Verify different metric names produce different keys
assert_eq!(
metrics.get(&MetricKey::new(
"timer",
&[("region", "us-west"), ("service", "api")]
)),
Some(&300)
);
}
#[test]
fn test_metric_key_label_order_independence() {
// Create a HashSet to verify uniqueness
let mut unique_keys = HashSet::new();
// Add keys with the same labels in different orders
unique_keys.insert(MetricKey::new(
"counter",
&[("a", "1"), ("b", "2"), ("c", "3")],
));
unique_keys.insert(MetricKey::new(
"counter",
&[("a", "1"), ("c", "3"), ("b", "2")],
));
unique_keys.insert(MetricKey::new(
"counter",
&[("b", "2"), ("a", "1"), ("c", "3")],
));
unique_keys.insert(MetricKey::new(
"counter",
&[("b", "2"), ("c", "3"), ("a", "1")],
));
unique_keys.insert(MetricKey::new(
"counter",
&[("c", "3"), ("a", "1"), ("b", "2")],
));
unique_keys.insert(MetricKey::new(
"counter",
&[("c", "3"), ("b", "2"), ("a", "1")],
));
// All permutations should be considered the same key
assert_eq!(unique_keys.len(), 1);
}
/// Every attempt keeps its own counters and custom metrics, and the report
/// aggregates them.
#[test]
fn attempts_are_recorded_one_by_one() {
let metrics = TransactionMetrics::new();
let key = MetricKey::new("documents", &[]);
// Nothing to push before an attempt is opened.
metrics.finish_attempt(AttemptOutcome::Failed);
assert!(metrics.get_metrics_data().attempts.is_empty());
let first = Arc::new(AttemptUsage::new());
metrics.begin_attempt(first.clone());
first.record_set(10);
first.increment_custom(key.clone(), 1);
metrics.record_commit(Duration::from_millis(3));
metrics.finish_attempt(AttemptOutcome::Retried {
cause: FdbError::from_code(1020),
});
metrics.set_on_error_duration(Duration::from_millis(7));
let second = Arc::new(AttemptUsage::new());
metrics.begin_attempt(second.clone());
second.record_set(4);
second.increment_custom(key.clone(), 2);
metrics.finish_attempt(AttemptOutcome::Committed);
// A second end is a no-op: an attempt is pushed exactly once.
metrics.finish_attempt(AttemptOutcome::Failed);
let report = metrics.get_metrics_data();
assert_eq!(report.attempts.len(), 2);
assert_eq!(report.transaction.retries, 1);
let first = &report.attempts[0];
assert_eq!(first.index, 0);
assert_eq!(first.usage.bytes_written, 10);
assert_eq!(first.custom_metrics.get(&key), Some(&1));
assert_eq!(first.commit_duration, Some(Duration::from_millis(3)));
assert_eq!(first.on_error_duration, Some(Duration::from_millis(7)));
assert!(matches!(
first.outcome,
AttemptOutcome::Retried { cause } if cause.code() == 1020
));
let second = &report.attempts[1];
assert_eq!(second.index, 1);
assert_eq!(second.usage.bytes_written, 4);
assert_eq!(second.custom_metrics.get(&key), Some(&2));
assert!(second.commit_duration.is_none());
assert!(matches!(second.outcome, AttemptOutcome::Committed));
assert_eq!(report.total_usage().bytes_written, 14);
assert_eq!(report.total_usage().call_set, 2);
}
/// An attempt whose only activity was `set_read_version` (no counter
/// touched, no custom metric) must not be silently dropped: it should be
/// discarded the same way a busy attempt is when a new one starts before
/// `finish_attempt` was called, and the crate must keep working normally
/// afterwards. This covers the state side of the `idle` heuristic in
/// `begin_attempt`; the `#[cfg(feature = "trace")]` warning itself is not
/// asserted here as the crate has no test pattern capturing `tracing`
/// output content (see `tests/trace.rs`, which only checks the writer
/// doesn't panic).
#[test]
fn dropped_attempt_with_only_read_version_is_handled() {
let metrics = TransactionMetrics::new();
let first = Arc::new(AttemptUsage::new());
metrics.begin_attempt(first.clone());
metrics.set_read_version(42);
// A new attempt starts (e.g. `set_client_budget`/`reset`) without the
// first one ever reaching `finish_attempt`: it must be dropped
// cleanly, no panic.
let second = Arc::new(AttemptUsage::new());
metrics.begin_attempt(second.clone());
second.record_set(1);
metrics.finish_attempt(AttemptOutcome::Committed);
let report = metrics.get_metrics_data();
assert_eq!(report.attempts.len(), 1);
let only = &report.attempts[0];
assert_eq!(only.usage.bytes_written, 1);
assert!(matches!(only.outcome, AttemptOutcome::Committed));
// The read version set on the dropped attempt is still reflected at
// the transaction level.
assert_eq!(report.transaction.read_version, Some(42));
}
}