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rustfs/crates/obs/src/metrics/collectors/request.rs
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Rust

// Copyright 2024 RustFS Team
//
// 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 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.
//! API request metrics collector.
//!
//! Collects API request metrics including request counts, errors,
//! latency, and traffic statistics.
use crate::metrics::report::PrometheusMetric;
use crate::metrics::schema::request::*;
use std::collections::HashMap;
#[derive(Debug, Clone, Copy, Eq, PartialEq)]
pub(crate) struct ApiRequestMetricSupport {
pub(crate) lifecycle: bool,
pub(crate) traffic: bool,
pub(crate) ttfb: bool,
}
impl ApiRequestMetricSupport {
pub(crate) const ALL: Self = Self {
lifecycle: true,
traffic: true,
ttfb: true,
};
pub(crate) const TOTALS_ONLY: Self = Self {
lifecycle: false,
traffic: false,
ttfb: false,
};
}
/// API request statistics for a specific API endpoint.
#[derive(Debug, Clone)]
pub struct ApiRequestStats {
/// Server identifier
pub server: String,
/// API name (e.g., "GetObject", "PutObject")
pub name: String,
/// Request type (e.g., "s3", "admin")
pub req_type: String,
/// Number of requests currently in flight
pub in_flight: u64,
/// Total number of requests
pub total: u64,
/// Total number of errors (4xx + 5xx)
pub errors_total: u64,
/// Total number of 5xx errors
pub errors_5xx: u64,
/// Total number of 4xx errors
pub errors_4xx: u64,
/// Total number of canceled requests
pub canceled: u64,
/// TTFB distribution by bucket (le label)
pub ttfb_distribution: Vec<(String, f64)>,
/// Bytes sent
pub sent_bytes: u64,
/// Bytes received
pub recv_bytes: u64,
pub(crate) supported_metrics: ApiRequestMetricSupport,
}
impl Default for ApiRequestStats {
fn default() -> Self {
Self {
server: String::new(),
name: String::new(),
req_type: String::new(),
in_flight: 0,
total: 0,
errors_total: 0,
errors_5xx: 0,
errors_4xx: 0,
canceled: 0,
ttfb_distribution: Vec::new(),
sent_bytes: 0,
recv_bytes: 0,
supported_metrics: ApiRequestMetricSupport::ALL,
}
}
}
/// Collects API request metrics from the given stats.
///
/// Returns a vector of Prometheus metrics for API request statistics.
pub fn collect_request_metrics(stats: &[ApiRequestStats]) -> Vec<PrometheusMetric> {
let mut metrics = Vec::new();
let mut traffic_by_type: HashMap<&str, (u64, u64)> = HashMap::with_capacity(stats.len());
let mut traffic_by_server_type: HashMap<(&str, &str), (u64, u64)> = HashMap::with_capacity(stats.len());
for stat in stats {
if stat.supported_metrics.traffic {
let entry = traffic_by_type.entry(stat.req_type.as_str()).or_default();
entry.0 = entry.0.saturating_add(stat.sent_bytes);
entry.1 = entry.1.saturating_add(stat.recv_bytes);
if !stat.server.is_empty() {
let entry = traffic_by_server_type
.entry((stat.server.as_str(), stat.req_type.as_str()))
.or_default();
entry.0 = entry.0.saturating_add(stat.sent_bytes);
entry.1 = entry.1.saturating_add(stat.recv_bytes);
}
}
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_TOTAL_MD, stat.total as f64)
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
if stat.supported_metrics.lifecycle {
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_IN_FLIGHT_TOTAL_MD, stat.in_flight as f64)
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_ERRORS_TOTAL_MD, stat.errors_total as f64)
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_5XX_ERRORS_TOTAL_MD, stat.errors_5xx as f64)
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_4XX_ERRORS_TOTAL_MD, stat.errors_4xx as f64)
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_CANCELED_TOTAL_MD, stat.canceled as f64)
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
}
if stat.supported_metrics.ttfb {
for (le, value) in &stat.ttfb_distribution {
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_TTFB_SECONDS_DISTRIBUTION_MD, *value)
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone())
.with_label_owned(LE_LABEL, le.clone()),
);
}
}
if !stat.server.is_empty() {
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_TOTAL_BY_SERVER_MD, stat.total as f64)
.with_label_owned(SERVER_LABEL, stat.server.clone())
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
if stat.supported_metrics.lifecycle {
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_IN_FLIGHT_TOTAL_BY_SERVER_MD, stat.in_flight as f64)
.with_label_owned(SERVER_LABEL, stat.server.clone())
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_ERRORS_TOTAL_BY_SERVER_MD, stat.errors_total as f64)
.with_label_owned(SERVER_LABEL, stat.server.clone())
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_5XX_ERRORS_TOTAL_BY_SERVER_MD, stat.errors_5xx as f64)
.with_label_owned(SERVER_LABEL, stat.server.clone())
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_4XX_ERRORS_TOTAL_BY_SERVER_MD, stat.errors_4xx as f64)
.with_label_owned(SERVER_LABEL, stat.server.clone())
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_CANCELED_TOTAL_BY_SERVER_MD, stat.canceled as f64)
.with_label_owned(SERVER_LABEL, stat.server.clone())
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone()),
);
}
if stat.supported_metrics.ttfb {
for (le, value) in &stat.ttfb_distribution {
metrics.push(
PrometheusMetric::from_descriptor(&API_REQUESTS_TTFB_SECONDS_DISTRIBUTION_BY_SERVER_MD, *value)
.with_label_owned(SERVER_LABEL, stat.server.clone())
.with_label_owned(NAME_LABEL, stat.name.clone())
.with_label_owned(TYPE_LABEL, stat.req_type.clone())
.with_label_owned(LE_LABEL, le.clone()),
);
}
}
}
}
for (req_type, (sent_bytes, recv_bytes)) in traffic_by_type {
metrics.push(
PrometheusMetric::from_descriptor(&API_TRAFFIC_SENT_BYTES_MD, sent_bytes as f64)
.with_label_owned(TYPE_LABEL, req_type.to_string()),
);
metrics.push(
PrometheusMetric::from_descriptor(&API_TRAFFIC_RECV_BYTES_MD, recv_bytes as f64)
.with_label_owned(TYPE_LABEL, req_type.to_string()),
);
}
for ((server, req_type), (sent_bytes, recv_bytes)) in traffic_by_server_type {
metrics.push(
PrometheusMetric::from_descriptor(&API_TRAFFIC_SENT_BYTES_BY_SERVER_MD, sent_bytes as f64)
.with_label_owned(SERVER_LABEL, server.to_string())
.with_label_owned(TYPE_LABEL, req_type.to_string()),
);
metrics.push(
PrometheusMetric::from_descriptor(&API_TRAFFIC_RECV_BYTES_BY_SERVER_MD, recv_bytes as f64)
.with_label_owned(SERVER_LABEL, server.to_string())
.with_label_owned(TYPE_LABEL, req_type.to_string()),
);
}
metrics
}
#[cfg(test)]
mod tests {
use super::*;
use crate::metrics::report::report_metrics;
#[test]
fn test_collect_request_metrics() {
let stats = vec![ApiRequestStats {
server: "node1:9000".to_string(),
name: "GetObject".to_string(),
req_type: "s3".to_string(),
in_flight: 10,
total: 10000,
errors_total: 50,
errors_5xx: 10,
errors_4xx: 40,
canceled: 5,
ttfb_distribution: vec![
("0.1".to_string(), 5000.0),
("0.5".to_string(), 8000.0),
("1.0".to_string(), 9500.0),
("+Inf".to_string(), 10000.0),
],
sent_bytes: 1024 * 1024 * 500, // 500 MB
recv_bytes: 1024 * 1024 * 100, // 100 MB
supported_metrics: ApiRequestMetricSupport::ALL,
}];
let metrics = collect_request_metrics(&stats);
report_metrics(&metrics);
assert_eq!(metrics.len(), 24);
let total_name = API_REQUESTS_TOTAL_MD.get_full_metric_name();
let total = metrics.iter().find(|m| m.name == total_name);
assert!(total.is_some());
assert_eq!(total.map(|m| m.value), Some(10000.0));
let in_flight_name = API_REQUESTS_IN_FLIGHT_TOTAL_MD.get_full_metric_name();
let in_flight = metrics.iter().find(|m| m.name == in_flight_name);
assert!(in_flight.is_some());
assert_eq!(in_flight.map(|m| m.value), Some(10.0));
let by_server_total_name = API_REQUESTS_TOTAL_BY_SERVER_MD.get_full_metric_name();
let by_server_total = metrics.iter().find(|m| {
m.name == by_server_total_name
&& m.labels
.iter()
.any(|(key, value)| *key == SERVER_LABEL && value == "node1:9000")
&& m.labels.iter().any(|(key, value)| *key == NAME_LABEL && value == "GetObject")
&& m.labels.iter().any(|(key, value)| *key == TYPE_LABEL && value == "s3")
});
assert_eq!(by_server_total.map(|m| m.value), Some(10000.0));
let by_server_sent_name = API_TRAFFIC_SENT_BYTES_BY_SERVER_MD.get_full_metric_name();
let by_server_sent = metrics.iter().find(|m| {
m.name == by_server_sent_name
&& m.labels
.iter()
.any(|(key, value)| *key == SERVER_LABEL && value == "node1:9000")
&& m.labels.iter().any(|(key, value)| *key == TYPE_LABEL && value == "s3")
});
assert_eq!(by_server_sent.map(|m| m.value), Some((1024 * 1024 * 500) as f64));
}
#[test]
fn test_collect_request_metrics_empty() {
let stats: Vec<ApiRequestStats> = vec![];
let metrics = collect_request_metrics(&stats);
assert!(metrics.is_empty());
}
#[test]
fn test_collect_request_metrics_totals_only_skips_unsupported_dimensions() {
let stats = vec![ApiRequestStats {
server: "node1:9000".to_string(),
name: "GetObject".to_string(),
req_type: "s3".to_string(),
in_flight: 10,
total: 100,
errors_total: 5,
errors_5xx: 2,
errors_4xx: 3,
canceled: 1,
ttfb_distribution: vec![("+Inf".to_string(), 100.0)],
sent_bytes: 2048,
recv_bytes: 1024,
supported_metrics: ApiRequestMetricSupport::TOTALS_ONLY,
}];
let metrics = collect_request_metrics(&stats);
assert!(
metrics
.iter()
.any(|metric| metric.name == API_REQUESTS_TOTAL_MD.get_full_metric_name())
);
assert!(
metrics
.iter()
.any(|metric| metric.name == API_REQUESTS_TOTAL_BY_SERVER_MD.get_full_metric_name())
);
assert!(
!metrics
.iter()
.any(|metric| metric.name == API_REQUESTS_IN_FLIGHT_TOTAL_MD.get_full_metric_name())
);
assert!(
!metrics
.iter()
.any(|metric| metric.name == API_REQUESTS_ERRORS_TOTAL_MD.get_full_metric_name())
);
assert!(
!metrics
.iter()
.any(|metric| metric.name == API_TRAFFIC_SENT_BYTES_MD.get_full_metric_name())
);
assert!(
!metrics
.iter()
.any(|metric| metric.name == API_REQUESTS_TTFB_SECONDS_DISTRIBUTION_MD.get_full_metric_name())
);
}
#[test]
fn test_collect_request_metrics_aggregates_traffic_per_type() {
let stats = vec![
ApiRequestStats {
server: String::new(),
name: "GetObject".to_string(),
req_type: "s3".to_string(),
in_flight: 1,
total: 10,
errors_total: 0,
errors_5xx: 0,
errors_4xx: 0,
canceled: 0,
ttfb_distribution: vec![],
sent_bytes: 100,
recv_bytes: 10,
supported_metrics: ApiRequestMetricSupport::ALL,
},
ApiRequestStats {
server: String::new(),
name: "HeadObject".to_string(),
req_type: "s3".to_string(),
in_flight: 2,
total: 20,
errors_total: 1,
errors_5xx: 1,
errors_4xx: 0,
canceled: 0,
ttfb_distribution: vec![],
sent_bytes: 200,
recv_bytes: 20,
supported_metrics: ApiRequestMetricSupport::ALL,
},
];
let metrics = collect_request_metrics(&stats);
let sent_name = API_TRAFFIC_SENT_BYTES_MD.get_full_metric_name();
let sent_metrics: Vec<_> = metrics.iter().filter(|metric| metric.name == sent_name).collect();
assert_eq!(sent_metrics.len(), 1);
assert_eq!(sent_metrics[0].value, 300.0);
assert!(
sent_metrics[0]
.labels
.iter()
.any(|(key, value)| *key == TYPE_LABEL && value == "s3")
);
let recv_name = API_TRAFFIC_RECV_BYTES_MD.get_full_metric_name();
let recv_metrics: Vec<_> = metrics.iter().filter(|metric| metric.name == recv_name).collect();
assert_eq!(recv_metrics.len(), 1);
assert_eq!(recv_metrics[0].value, 30.0);
assert!(
recv_metrics[0]
.labels
.iter()
.any(|(key, value)| *key == TYPE_LABEL && value == "s3")
);
}
}