tritonserver_rs/options.rs
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use std::{ffi::CString, os::unix::prelude::OsStrExt, path::Path, ptr::null_mut, time::Duration};
use bitflags::bitflags;
use crate::{
error::{Error, ErrorCode},
sys, to_cstring,
};
bitflags! {
/// Triton server control model modes.
pub struct Control: u32 {
/// The models in model repository will be loaded on startup. \
/// After startup any changes to the model repository will be ignored. \
/// Calling Server::poll_model_repository will result in an error.
const NONE = sys::tritonserver_modelcontrolmode_enum_TRITONSERVER_MODEL_CONTROL_NONE;
/// The models in model repository will be loaded on startup. \
/// The model repository can be polled periodically using Server::poll_model_repository and the server will load, \
/// unload, and updated models according to changes in the model repository.
const POLL = sys::tritonserver_modelcontrolmode_enum_TRITONSERVER_MODEL_CONTROL_POLL;
/// The models in model repository will not be loaded on startup. \
/// The corresponding model control APIs must be called to load / unload a model in the model repository.
const EXPLICIT = sys::tritonserver_modelcontrolmode_enum_TRITONSERVER_MODEL_CONTROL_EXPLICIT;
}
}
bitflags! {
/// Triton server rate limit modes.
pub struct Limit: u32 {
// The rate limiting is turned off and the inference gets executed whenever an instance is available.
const OFF = sys::tritonserver_ratelimitmode_enum_TRITONSERVER_RATE_LIMIT_OFF;
/// The rate limiting prioritizes the inference execution using the number of times each instance has got a chance to run. \
/// The execution gets to run only when its resource constraints are satisfied.
const EXEC_COUNT = sys::tritonserver_ratelimitmode_enum_TRITONSERVER_RATE_LIMIT_EXEC_COUNT;
}
}
/// Triton server creation options.
#[derive(Debug)]
pub struct Options(pub(crate) *mut sys::TRITONSERVER_ServerOptions);
impl Options {
/// Create a new server options object. \
/// The path must be the full absolute path to the model repository. \
/// This function can be called multiple times with different paths to set multiple model repositories. \
/// Note that if a model is not unique across all model repositories at any time, the model will not be available.
pub fn new<P: AsRef<Path>>(repository: P) -> Result<Self, Error> {
let path = repository
.as_ref()
.canonicalize()
.map_err(|err| Error::new(ErrorCode::InvalidArg, err.to_string()))
.and_then(|path| {
CString::new(path.as_os_str().as_bytes())
.map_err(|err| Error::new(ErrorCode::InvalidArg, err.to_string()))
})?;
let mut this = null_mut::<sys::TRITONSERVER_ServerOptions>();
triton_call!(sys::TRITONSERVER_ServerOptionsNew(&mut this as *mut _))?;
assert!(!this.is_null());
triton_call!(
sys::TRITONSERVER_ServerOptionsSetModelRepositoryPath(
this,
path.as_bytes().as_ptr() as *const i8,
),
Self(this)
)
}
/// Set the textual ID for the server in a server options. The ID is a name that identifies the server.
pub fn server_id<I: AsRef<str>>(&mut self, id: I) -> Result<&mut Self, Error> {
let id = to_cstring(id)?;
triton_call!(
sys::TRITONSERVER_ServerOptionsSetServerId(self.0, id.as_ptr()),
self
)
}
/// Set the model to be loaded at startup in a server options. \
/// The model must be present in one, and only one, of the specified model repositories. \
/// This function can be called multiple times with different model name to set multiple startup models. \
/// Note that it only takes affect with [Control::EXPLICIT] set.
pub fn startup_model<S: AsRef<str>>(&mut self, model: S) -> Result<&mut Self, Error> {
let model = to_cstring(model)?;
triton_call!(
sys::TRITONSERVER_ServerOptionsSetStartupModel(self.0, model.as_ptr()),
self
)
}
/// Set the model control mode in a server options. For each mode the models will be managed as the following:
///
/// [Control::NONE]: the models in model repository will be loaded on startup.
/// After startup any changes to the model repository will be ignored. Calling [poll_model_repository](crate::Server::poll_model_repository) will result in an error.
///
/// [Control::POLL]: the models in model repository will be loaded on startup.
/// The model repository can be polled periodically using [poll_model_repository](crate::Server::poll_model_repository) and the server will load,
/// unload, and updated models according to changes in the model repository.
///
/// [Control::EXPLICIT]: the models in model repository will not be loaded on startup.
/// The corresponding model control APIs must be called to load / unload a model in the model repository.
pub fn model_control_mode(&mut self, mode: Control) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetModelControlMode(self.0, mode.bits()),
self
)
}
/// Enable or disable strict model configuration handling in a server options.
pub fn strict_model_config(&mut self, enable: bool) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetStrictModelConfig(self.0, enable),
self
)
}
/// Set the rate limit mode.
///
/// [Limit::EXEC_COUNT]: The rate limiting prioritizes the inference execution using the number of times each instance has got a chance to run.
/// The execution gets to run only when its resource constraints are satisfied.
///
/// [Limit::OFF]: The rate limiting is turned off and the inference gets executed whenever an instance is available.
///
/// By default, execution count is used to determine the priorities.
pub fn rate_limiter_mode(&mut self, mode: Limit) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetRateLimiterMode(self.0, mode.bits()),
self
)
}
/// Add resource count for rate limiting. \
/// `name`: The name of the resource. \
/// `count`: The count of the resource. \
/// `device`: The device identifier for the resource.
/// A value of -1 indicates that the specified number of resources are available on every device.
///
/// The device value is ignored for a global resource. \
/// The server will use the rate limiter configuration specified for instance groups in model config to determine whether resource is global. \
/// In case of conflicting resource type in different model configurations, server will raise an appropriate error while loading model.
pub fn add_rate_limiter_resource<N: AsRef<str>>(
&mut self,
name: N,
count: u64,
device: i32,
) -> Result<&mut Self, Error> {
let name = to_cstring(name)?;
triton_call!(
sys::TRITONSERVER_ServerOptionsAddRateLimiterResource(
self.0,
name.as_ptr(),
count as usize,
device,
),
self
)
}
/// Set the total pinned memory byte size that the server can allocate . \
/// The pinned memory pool will be shared across Triton itself and the backends that use MemoryManager to allocate memory. \
/// `size`: The pinned memory pool byte size.
pub fn pinned_memory_pool_byte_size(&mut self, size: u64) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetPinnedMemoryPoolByteSize(self.0, size),
self
)
}
/// Set the total CUDA memory byte size that the server can allocate on given GPU device. \
/// The pinned memory pool will be shared across Triton itself and the backends that use MemoryManager to allocate memory. \
/// `device`: The GPU device to allocate the memory pool. \
/// `size`: The pinned memory pool byte size.
pub fn cuda_memory_pool_byte_size(
&mut self,
device: i32,
size: u64,
) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetCudaMemoryPoolByteSize(self.0, device, size),
self
)
}
/// Set the total response cache byte size that the server can allocate in CPU memory. \
/// The response cache will be shared across all inference requests and across all models. \
/// `size`: The total response cache byte size.
pub fn response_cache_byte_size(&mut self, size: u64) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetResponseCacheByteSize(self.0, size),
self
)
}
/// Set the minimum support CUDA compute capability. \
/// `capability`: The minimum CUDA compute capability.
pub fn min_supported_compute_capability(
&mut self,
capability: f64,
) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetMinSupportedComputeCapability(self.0, capability),
self
)
}
/// Enable or disable exit-on-error. True to enable exiting on initialization error, false to continue.
pub fn exit_on_error(&mut self, enable: bool) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetExitOnError(self.0, enable),
self
)
}
/// Enable or disable strict readiness handling.
pub fn strict_readiness(&mut self, enable: bool) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetStrictReadiness(self.0, enable),
self
)
}
/// Set the exit timeout.
pub fn exit_timeout(&mut self, timeout: Duration) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetExitTimeout(self.0, timeout.as_secs().max(1) as _),
self
)
}
/// Set the number of threads used in buffer manager.
pub fn buffer_manager_thread_count(&mut self, thread: usize) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetBufferManagerThreadCount(self.0, thread as _),
self
)
}
/// Enable or disable info level logging.
pub fn log_info(&mut self, enable: bool) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetLogInfo(self.0, enable),
self
)
}
/// Enable or disable warning level logging.
pub fn log_warn(&mut self, enable: bool) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetLogWarn(self.0, enable),
self
)
}
/// Enable or disable error level logging.
pub fn log_error(&mut self, enable: bool) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetLogError(self.0, enable),
self
)
}
/// Set verbose logging level. Level zero disables verbose logging.
pub fn log_verbose(&mut self, level: i32) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetLogVerbose(self.0, level),
self
)
}
/// Enable or disable metrics collection in a server options.
pub fn metrics(&mut self, enable: bool) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetMetrics(self.0, enable),
self
)
}
/// Enable or disable GPU metrics collection in a server options.
/// GPU metrics are collected if both this option and [Options::metrics] are set.
pub fn gpu_metrics(&mut self, enable: bool) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetGpuMetrics(self.0, enable),
self
)
}
/// Set the interval for metrics collection in a server options.
/// This is 2000 milliseconds by default.
pub fn metrics_interval(&mut self, interval: Duration) -> Result<&mut Self, Error> {
triton_call!(
sys::TRITONSERVER_ServerOptionsSetMetricsInterval(
self.0,
interval.as_millis().max(1) as _,
),
self
)
}
/// Set the directory containing backend shared libraries. \
/// This directory is searched last after the version and model directory
/// in the model repository when looking for the backend shared library for a model. \
/// If the backend is named 'be' the directory searched is 'backend_dir'/be/libtriton_be.so.
pub fn backend_directory<P: AsRef<Path>>(&mut self, path: P) -> Result<&mut Self, Error> {
let path = path
.as_ref()
.canonicalize()
.map_err(|err| Error::new(ErrorCode::InvalidArg, err.to_string()))
.and_then(|path| {
CString::new(path.as_os_str().as_bytes())
.map_err(|err| Error::new(ErrorCode::InvalidArg, err.to_string()))
})?;
triton_call!(
sys::TRITONSERVER_ServerOptionsSetBackendDirectory(self.0, path.as_ptr()),
self
)
}
/// Set the directory containing repository agent shared libraries. \
/// This directory is searched when looking for the repository agent shared library for a model. \
/// If the backend is named 'ra' the directory searched is 'repoagent_dir'/ra/libtritonrepoagent_ra.so.
pub fn repo_agent_directory<P: AsRef<Path>>(&mut self, path: P) -> Result<&mut Self, Error> {
let path = CString::new(path.as_ref().as_os_str().as_bytes())
.map_err(|err| Error::new(ErrorCode::InvalidArg, format!("{}", err)))?;
triton_call!(
sys::TRITONSERVER_ServerOptionsSetRepoAgentDirectory(self.0, path.as_ptr()),
self
)
}
/// Set a configuration setting for a named backend in a server options. \
/// `name`: The name of the backend. \
/// `setting`: The name of the setting. \
/// `value`: The setting value.
pub fn backend_config<N, S, V>(
&mut self,
name: N,
setting: S,
value: V,
) -> Result<&mut Self, Error>
where
N: AsRef<str>,
S: AsRef<str>,
V: AsRef<str>,
{
let name = to_cstring(name)?;
let setting = to_cstring(setting)?;
let value = to_cstring(value)?;
triton_call!(
sys::TRITONSERVER_ServerOptionsSetBackendConfig(
self.0,
name.as_ptr(),
setting.as_ptr(),
value.as_ptr(),
),
self
)
}
/// Set a host policy setting for a given policy name in a server options. \
/// `name`: The name of the policy. \
/// `setting`: The name of the setting. \
/// `value`: The setting value.
pub fn host_policy<N, S, V>(
&mut self,
name: N,
setting: S,
value: V,
) -> Result<&mut Self, Error>
where
N: AsRef<str>,
S: AsRef<str>,
V: AsRef<str>,
{
let name = to_cstring(name)?;
let setting = to_cstring(setting)?;
let value = to_cstring(value)?;
triton_call!(
sys::TRITONSERVER_ServerOptionsSetHostPolicy(
self.0,
name.as_ptr(),
setting.as_ptr(),
value.as_ptr(),
),
self
)
}
}
unsafe impl Send for Options {}
impl Drop for Options {
fn drop(&mut self) {
if !self.0.is_null() {
unsafe {
let _ = sys::TRITONSERVER_ServerOptionsDelete(self.0);
}
}
}
}