dynamo/lib/bindings/python/rust/http.rs

181 lines
6.3 KiB
Rust

// SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
// SPDX-License-Identifier: Apache-2.0
use std::sync::Arc;
use anyhow::{Error, Result, anyhow as error};
use pyo3::prelude::*;
use crate::{CancellationToken, engine::*, to_pyerr};
pub use dynamo_llm::endpoint_type::EndpointType;
pub use dynamo_llm::http::service::{error as http_error, service_v2};
pub use dynamo_runtime::{
pipeline::{AsyncEngine, Data, ManyOut, SingleIn, async_trait},
protocols::annotated::Annotated,
};
#[pyclass]
pub struct HttpService {
inner: service_v2::HttpService,
}
#[pymethods]
impl HttpService {
#[new]
#[pyo3(signature = (port=None))]
pub fn new(port: Option<u16>) -> PyResult<Self> {
let builder = service_v2::HttpService::builder().port(port.unwrap_or(8080));
let inner = builder.build().map_err(to_pyerr)?;
Ok(Self { inner })
}
pub fn add_completions_model(
&self,
model: String,
checksum: String,
engine: HttpAsyncEngine,
) -> PyResult<()> {
let engine = Arc::new(engine);
self.inner
.model_manager()
.add_completions_model(&model, &checksum, engine)
.map_err(to_pyerr)
}
pub fn add_chat_completions_model(
&self,
model: String,
checksum: String,
engine: HttpAsyncEngine,
) -> PyResult<()> {
let engine = Arc::new(engine);
self.inner
.model_manager()
.add_chat_completions_model(&model, &checksum, engine)
.map_err(to_pyerr)
}
pub fn remove_completions_model(&self, model: String) -> PyResult<()> {
self.inner
.model_manager()
.remove_completions_model(&model)
.map_err(to_pyerr)
}
pub fn remove_chat_completions_model(&self, model: String) -> PyResult<()> {
self.inner
.model_manager()
.remove_chat_completions_model(&model)
.map_err(to_pyerr)
}
pub fn list_chat_completions_models(&self) -> PyResult<Vec<String>> {
Ok(self.inner.model_manager().list_chat_completions_models())
}
pub fn list_completions_models(&self) -> PyResult<Vec<String>> {
Ok(self.inner.model_manager().list_completions_models())
}
fn run<'p>(&self, py: Python<'p>, token: CancellationToken) -> PyResult<Bound<'p, PyAny>> {
let service = self.inner.clone();
pyo3_async_runtimes::tokio::future_into_py(py, async move {
service.run(token.inner).await.map_err(to_pyerr)?;
Ok(())
})
}
fn enable_endpoint(&self, endpoint_type: String, enabled: bool) -> PyResult<()> {
let endpoint_type = EndpointType::all()
.iter()
.find(|&&ep_type| ep_type.as_str().to_lowercase() == endpoint_type.to_lowercase())
.copied()
.ok_or_else(|| {
let valid_types = EndpointType::all()
.iter()
.map(|&ep_type| ep_type.as_str().to_string())
.collect::<Vec<_>>()
.join(", ");
to_pyerr(format!(
"Invalid endpoint type: '{}'. Valid types are: {}",
endpoint_type, valid_types
))
})?;
self.inner.enable_model_endpoint(endpoint_type, enabled);
Ok(())
}
}
#[pyclass]
#[derive(Clone)]
pub struct HttpAsyncEngine(pub PythonAsyncEngine);
impl From<PythonAsyncEngine> for HttpAsyncEngine {
fn from(engine: PythonAsyncEngine) -> Self {
Self(engine)
}
}
#[pymethods]
impl HttpAsyncEngine {
/// Create a new instance of the HttpAsyncEngine
/// This is a simple extension of the PythonAsyncEngine that handles HttpError
/// exceptions from Python and converts them to the Rust version of HttpError
///
/// # Arguments
/// - `generator`: a Python async generator that will be used to generate responses
/// - `event_loop`: the Python event loop that will be used to run the generator
///
/// Note: In Rust land, the request and the response are both concrete; however, in
/// Python land, the request and response are not strongly typed, meaning the generator
/// could accept a different type of request or return a different type of response
/// and we would not know until runtime.
#[new]
pub fn new(generator: PyObject, event_loop: PyObject) -> PyResult<Self> {
Ok(PythonAsyncEngine::new(generator, event_loop)?.into())
}
}
#[async_trait]
impl<Req, Resp> AsyncEngine<SingleIn<Req>, ManyOut<Annotated<Resp>>, Error> for HttpAsyncEngine
where
Req: Data + Serialize,
Resp: Data + for<'de> Deserialize<'de>,
{
async fn generate(&self, request: SingleIn<Req>) -> Result<ManyOut<Annotated<Resp>>, Error> {
match self.0.generate(request).await {
Ok(res) => Ok(res),
// Inspect the error - if it was an HttpError from Python, extract the code and message
// and return the rust version of HttpError
Err(e) => {
if let Some(py_err) = e.downcast_ref::<PyErr>() {
Python::with_gil(|py| {
let err_val = py_err.clone_ref(py).into_value(py);
let bound_err = err_val.bind(py);
// check: Py03 exceptions cannot be cross-compiled, so we duck-type by name
// and fields.
if let Ok(type_name) = bound_err.get_type().name()
&& type_name.to_string().contains("HttpError")
&& let (Ok(code), Ok(message)) =
(bound_err.getattr("code"), bound_err.getattr("message"))
&& let (Ok(code), Ok(message)) =
(code.extract::<u16>(), message.extract::<String>())
{
// SSE panics if there are carriage returns or newlines
let message = message.replace(['\r', '\n'], "");
return Err(http_error::HttpError { code, message })?;
}
Err(error!("Python Error: {}", py_err))
})
} else {
Err(e)
}
}
}
}
}