# Tokio Metrics Provides utilities for collecting metrics from a Tokio application, including runtime and per-task metrics. ```toml [dependencies] tokio-metrics = { version = "0.4.0", default-features = false } ``` ## Getting Started With Task Metrics Use `TaskMonitor` to instrument tasks before spawning them, and to observe metrics for those tasks. All tasks instrumented with a given `TaskMonitor` aggregate their metrics together. To split out metrics for different tasks, use separate `TaskMetrics` instances. ```rust // construct a TaskMonitor let monitor = tokio_metrics::TaskMonitor::new(); // print task metrics every 500ms { let frequency = std::time::Duration::from_millis(500); let monitor = monitor.clone(); tokio::spawn(async move { for metrics in monitor.intervals() { println!("{:?}", metrics); tokio::time::sleep(frequency).await; } }); } // instrument some tasks and spawn them loop { tokio::spawn(monitor.instrument(do_work())); } ``` ### Task Metrics #### Base Metrics - **[`instrumented_count`]** The number of tasks instrumented. - **[`dropped_count`]** The number of tasks dropped. - **[`first_poll_count`]** The number of tasks polled for the first time. - **[`total_first_poll_delay`]** The total duration elapsed between the instant tasks are instrumented, and the instant they are first polled. - **[`total_idled_count`]** The total number of times that tasks idled, waiting to be awoken. - **[`total_idle_duration`]** The total duration that tasks idled. - **[`total_scheduled_count`]** The total number of times that tasks were awoken (and then, presumably, scheduled for execution). - **[`total_scheduled_duration`]** The total duration that tasks spent waiting to be polled after awakening. - **[`total_poll_count`]** The total number of times that tasks were polled. - **[`total_poll_duration`]** The total duration elapsed during polls. - **[`total_fast_poll_count`]** The total number of times that polling tasks completed swiftly. - **[`total_fast_poll_duration`]** The total duration of fast polls. - **[`total_slow_poll_count`]** The total number of times that polling tasks completed slowly. - **[`total_slow_poll_duration`]** The total duration of slow polls. - **[`total_short_delay_count`]** The total count of short scheduling delays. - **[`total_short_delay_duration`]** The total duration of short scheduling delays. - **[`total_long_delay_count`]** The total count of long scheduling delays. - **[`total_long_delay_duration`]** The total duration of long scheduling delays. #### Derived Metrics - **[`mean_first_poll_delay`]** The mean duration elapsed between the instant tasks are instrumented, and the instant they are first polled. - **[`mean_idle_duration`]** The mean duration of idles. - **[`mean_scheduled_duration`]** The mean duration that tasks spent waiting to be executed after awakening. - **[`mean_poll_duration`]** The mean duration of polls. - **[`slow_poll_ratio`]** The ratio between the number polls categorized as slow and fast. - **[`mean_fast_poll_duration`]** The mean duration of fast polls. - **[`mean_slow_poll_duration`]** The mean duration of slow polls. - **[`long_delay_ratio`]** - The ratio between the number of long scheduling delays and the number of total schedules. - **[`mean_short_delay_duration`]** The mean duration of short schedules. - **[`mean_long_delay_duration`]** The mean duration of long schedules. [`instrumented_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.instrumented_count [`dropped_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.dropped_count [`first_poll_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.first_poll_count [`total_first_poll_delay`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_first_poll_delay [`total_idled_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_idled_count [`total_idle_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_idle_duration [`total_scheduled_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_scheduled_count [`total_scheduled_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_scheduled_duration [`total_poll_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_poll_count [`total_poll_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_poll_duration [`total_fast_poll_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_fast_poll_count [`total_fast_poll_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_fast_poll_duration [`total_slow_poll_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_slow_poll_count [`total_slow_poll_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_slow_poll_duration [`mean_first_poll_delay`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#method.mean_first_poll_delay [`mean_idle_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#method.mean_idle_duration [`mean_scheduled_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#method.mean_scheduled_duration [`mean_poll_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#method.mean_poll_duration [`slow_poll_ratio`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#method.slow_poll_ratio [`mean_fast_poll_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#method.mean_fast_poll_duration [`mean_slow_poll_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#method.mean_slow_poll_duration [`total_short_delay_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_short_delay_count [`total_short_delay_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_short_delay_duration [`total_long_delay_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_long_delay_count [`total_long_delay_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#structfield.total_long_delay_duration [`long_delay_ratio`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#method.long_delay_ratio [`mean_short_delay_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#method.mean_short_delay_duration [`mean_long_delay_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.TaskMetrics.html#method.mean_long_delay_duration ## Getting Started With Runtime Metrics This unstable functionality requires `tokio_unstable`, and the `rt` crate feature. To enable `tokio_unstable`, the `--cfg` `tokio_unstable` must be passed to `rustc` when compiling. You can do this by setting the `RUSTFLAGS` environment variable before compiling your application; e.g.: ```sh RUSTFLAGS="--cfg tokio_unstable" cargo build ``` Or, by creating the file `.cargo/config.toml` in the root directory of your crate. If you're using a workspace, put this file in the root directory of your workspace instead. ```toml [build] rustflags = ["--cfg", "tokio_unstable"] rustdocflags = ["--cfg", "tokio_unstable"] ``` Putting `.cargo/config.toml` files below the workspace or crate root directory may lead to tools like Rust-Analyzer or VSCode not using your `.cargo/config.toml` since they invoke cargo from the workspace or crate root and cargo only looks for the `.cargo` directory in the current & parent directories. Cargo ignores configurations in child directories. More information about where cargo looks for configuration files can be found [here](https://doc.rust-lang.org/cargo/reference/config.html). Missing this configuration file during compilation will cause tokio-metrics to not work, and alternating between building with and without this configuration file included will cause full rebuilds of your project. The `rt` feature of `tokio-metrics` is on by default; simply check that you do not set `default-features = false` when declaring it as a dependency; e.g.: ```toml [dependencies] tokio-metrics = "0.4.0" ``` From within a Tokio runtime, use `RuntimeMonitor` to monitor key metrics of that runtime. ```rust let handle = tokio::runtime::Handle::current(); let runtime_monitor = tokio_metrics::RuntimeMonitor::new(&handle); // print runtime metrics every 500ms let frequency = std::time::Duration::from_millis(500); tokio::spawn(async move { for metrics in runtime_monitor.intervals() { println!("Metrics = {:?}", metrics); tokio::time::sleep(frequency).await; } }); // run some tasks tokio::spawn(do_work()); tokio::spawn(do_work()); tokio::spawn(do_work()); ``` ### Runtime Metrics #### Base Metrics - **[`workers_count`]** The number of worker threads used by the runtime. - **[`total_park_count`]** The number of times worker threads parked. - **[`max_park_count`]** The maximum number of times any worker thread parked. - **[`min_park_count`]** The minimum number of times any worker thread parked. - **[`total_noop_count`]** The number of times worker threads unparked but performed no work before parking again. - **[`max_noop_count`]** The maximum number of times any worker thread unparked but performed no work before parking again. - **[`min_noop_count`]** The minimum number of times any worker thread unparked but performed no work before parking again. - **[`total_steal_count`]** The number of tasks worker threads stole from another worker thread. - **[`max_steal_count`]** The maximum number of tasks any worker thread stole from another worker thread. - **[`min_steal_count`]** The minimum number of tasks any worker thread stole from another worker thread. - **[`total_steal_operations`]** The number of times worker threads stole tasks from another worker thread. - **[`max_steal_operations`]** The maximum number of times any worker thread stole tasks from another worker thread. - **[`min_steal_operations`]** The minimum number of times any worker thread stole tasks from another worker thread. - **[`num_remote_schedules`]** The number of tasks scheduled from outside of the runtime. - **[`total_local_schedule_count`]** The number of tasks scheduled from worker threads. - **[`max_local_schedule_count`]** The maximum number of tasks scheduled from any one worker thread. - **[`min_local_schedule_count`]** The minimum number of tasks scheduled from any one worker thread. - **[`total_overflow_count`]** The number of times worker threads saturated their local queues. - **[`max_overflow_count`]** The maximum number of times any one worker saturated its local queue. - **[`min_overflow_count`]** The minimum number of times any one worker saturated its local queue. - **[`total_polls_count`]** The number of tasks that have been polled across all worker threads. - **[`max_polls_count`]** The maximum number of tasks that have been polled in any worker thread. - **[`min_polls_count`]** The minimum number of tasks that have been polled in any worker thread. - **[`total_busy_duration`]** The amount of time worker threads were busy. - **[`max_busy_duration`]** The maximum amount of time a worker thread was busy. - **[`min_busy_duration`]** The minimum amount of time a worker thread was busy. - **[`injection_queue_depth`]** The number of tasks currently scheduled in the runtime's injection queue. - **[`total_local_queue_depth`]** The total number of tasks currently scheduled in workers' local queues. - **[`max_local_queue_depth`]** The maximum number of tasks currently scheduled any worker's local queue. - **[`min_local_queue_depth`]** The minimum number of tasks currently scheduled any worker's local queue. - **[`elapsed`]** Total amount of time elapsed since observing runtime metrics. - **[`budget_forced_yield_count`]** The number of times that a task was forced to yield because it exhausted its budget. - **[`io_driver_ready_count`]** The number of ready events received from the I/O driver. #### Derived Metrics - **[`mean_polls_per_park`]** - **[`busy_ratio`]** [`workers_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.workers_count [`total_park_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.total_park_count [`max_park_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.max_park_count [`min_park_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.min_park_count [`total_noop_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.total_noop_count [`max_noop_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.max_noop_count [`min_noop_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.min_noop_count [`total_steal_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.total_steal_count [`max_steal_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.max_steal_count [`min_steal_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.min_steal_count [`total_steal_operations`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.total_steal_operations [`max_steal_operations`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.max_steal_operations [`min_steal_operations`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.min_steal_operations [`num_remote_schedules`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.num_remote_schedules [`total_local_schedule_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.total_local_schedule_count [`max_local_schedule_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.max_local_schedule_count [`min_local_schedule_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.min_local_schedule_count [`total_overflow_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.total_overflow_count [`max_overflow_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.max_overflow_count [`min_overflow_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.min_overflow_count [`total_polls_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.total_polls_count [`max_polls_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.max_polls_count [`min_polls_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.min_polls_count [`total_busy_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.total_busy_duration [`max_busy_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.max_busy_duration [`min_busy_duration`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.min_busy_duration [`injection_queue_depth`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.injection_queue_depth [`total_local_queue_depth`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.total_local_queue_depth [`max_local_queue_depth`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.max_local_queue_depth [`min_local_queue_depth`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.min_local_queue_depth [`elapsed`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.elapsed [`mean_polls_per_park`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#method.mean_polls_per_park [`busy_ratio`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#method.busy_ratio [`budget_forced_yield_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.budget_forced_yield_count [`io_driver_ready_count`]: https://docs.rs/tokio-metrics/0.3.*/tokio_metrics/struct.RuntimeMetrics.html#structfield.io_driver_ready_count ## Relation to Tokio Console Currently, Tokio Console is primarily intended for **local** debugging. Tokio metrics is intended to enable reporting of metrics in production to your preferred tools. Longer term, it is likely that `tokio-metrics` will merge with Tokio Console. ## License This project is licensed under the [MIT license]. [MIT license]: LICENSE ### Contribution Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in tokio-metrics by you, shall be licensed as MIT, without any additional terms or conditions.