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Unverified Commit 2bf27924 authored by Graham King's avatar Graham King Committed by GitHub
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feat(python): Python bindings for the Dynamo CLI tools (#1799)

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Cargo.lock
View file @ 2bf27924
...@@ -1789,6 +1789,7 @@ dependencies = [ ...@@ -1789,6 +1789,7 @@ dependencies = [
"dynamo-engine-mistralrs", "dynamo-engine-mistralrs",
"dynamo-llm", "dynamo-llm",
"dynamo-runtime", "dynamo-runtime",
"either",
"futures", "futures",
"futures-util", "futures-util",
"libc", "libc",
......
examples/cli/cli.py 0 → 100644
View file @ 2bf27924
# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
# Example cli using the Python bindings, similar to `dynamo-run`.
# Usage: `python cli.py in=text out=mistralrs <your-model>`.
# Must be in a virtualenv with the Dynamo bindings (or wheel) installed.
import argparse
import asyncio
import sys
from pathlib import Path
import uvloop
from dynamo.llm import EngineType, EntrypointArgs, make_engine, run_input
from dynamo.runtime import DistributedRuntime
def parse_args():
in_mode = "text"
out_mode = "echo"
batch_file = None # Specific to in_mode="batch"
# List to hold arguments that argparse will process (flags and model path)
argparse_args = []
# --- Step 1: Manual Pre-parsing for 'in=' and 'out=' ---
# Iterate through sys.argv[1:] to extract in= and out=
# and collect remaining arguments for argparse.
for arg in sys.argv[1:]:
if arg.startswith("in="):
in_val = arg[len("in=") :]
if in_val.startswith("batch:"):
in_mode = "batch"
batch_file = in_val[len("batch:") :]
else:
in_mode = in_val
elif arg.startswith("out="):
out_mode = arg[len("out=") :]
else:
# This argument is not 'in=' or 'out=', so it's either a flag or the model path
argparse_args.append(arg)
# --- Step 2: Argparse for flags and the model path ---
parser = argparse.ArgumentParser(
description="Dynamo CLI: Connect inputs to an engine",
formatter_class=argparse.RawTextHelpFormatter, # To preserve multi-line help formatting
)
# model_name: Option<String>
parser.add_argument("--model-name", type=str, help="Name of the model to load.")
# model_config: Option<PathBuf>
parser.add_argument(
"--model-config", type=Path, help="Path to the model configuration file."
)
# context_length: Option<u32>
parser.add_argument(
"--context-length", type=int, help="Maximum context length for the model (u32)."
)
# template_file: Option<PathBuf>
parser.add_argument(
"--template-file",
type=Path,
help="Path to the template file for text generation.",
)
# kv_cache_block_size: Option<u32>
parser.add_argument(
"--kv-cache-block-size", type=int, help="KV cache block size (u32)."
)
# http_port: Option<u16>
parser.add_argument("--http-port", type=int, help="HTTP port for the engine (u16).")
# TODO: Not yet used here
parser.add_argument(
"--tensor-parallel-size",
type=int,
help="Tensor parallel size for the model (e.g., 4).",
)
# Add the positional model argument.
# It's made optional (nargs='?') because its requirement depends on 'out_mode',
# which is handled in post-parsing validation.
parser.add_argument(
"model",
nargs="?", # Make it optional for argparse, we'll validate manually
help="Path to the model (e.g., Qwen/Qwen3-0.6B).\n" "Required unless out=dyn.",
)
# Parse the arguments that were not 'in=' or 'out='
flags = parser.parse_args(argparse_args)
# --- Step 3: Post-parsing Validation and Final Assignment ---
# Validate 'batch' mode requires a file path
if in_mode == "batch" and not batch_file:
parser.error("Batch mode requires a file path: in=batch:FILE")
# Validate model path requirement based on 'out_mode'
if out_mode != "dyn" and flags.model is None:
parser.error("Model path is required unless out=dyn.")
# Consolidate all parsed arguments into a dictionary
parsed_args = {
"in_mode": in_mode,
"out_mode": out_mode,
"batch_file": batch_file, # Will be None if in_mode is not "batch"
"model_path": flags.model,
"flags": flags,
}
return parsed_args
async def run():
loop = asyncio.get_running_loop()
runtime = DistributedRuntime(loop, False)
args = parse_args()
engine_type_map = {
"echo": EngineType.Echo,
"mistralrs": EngineType.MistralRs,
"llamacpp": EngineType.LlamaCpp,
"dyn": EngineType.Dynamic,
}
out_mode = args["out_mode"]
engine_type = engine_type_map.get(out_mode)
if engine_type is None:
print(f"Unsupported output type: {out_mode}")
sys.exit(1)
# TODO: The "vllm", "sglang" and "trtllm" cases should call Python directly
entrypoint_kwargs = {"model_path": args["model_path"]}
flags = args["flags"]
if flags.model_name is not None:
entrypoint_kwargs["model_name"] = flags.model_name
if flags.model_config is not None:
entrypoint_kwargs["model_config"] = flags.model_config
if flags.context_length is not None:
entrypoint_kwargs["context_length"] = flags.context_length
if flags.template_file is not None:
entrypoint_kwargs["template_file"] = flags.template_file
if flags.kv_cache_block_size is not None:
entrypoint_kwargs["kv_cache_block_size"] = flags.kv_cache_block_size
if flags.http_port is not None:
entrypoint_kwargs["http_port"] = flags.http_port
e = EntrypointArgs(engine_type, **entrypoint_kwargs)
engine = await make_engine(runtime, e)
await run_input(runtime, args["in_mode"], engine)
if __name__ == "__main__":
uvloop.run(run())
launch/dynamo-run/Cargo.toml
View file @ 2bf27924
...@@ -34,6 +34,7 @@ anyhow = { workspace = true } ...@@ -34,6 +34,7 @@ anyhow = { workspace = true }
async-openai = { workspace = true } async-openai = { workspace = true }
async-stream = { workspace = true } async-stream = { workspace = true }
async-trait = { workspace = true } async-trait = { workspace = true }
either = { workspace = true }
futures = { workspace = true } futures = { workspace = true }
libc = { workspace = true } libc = { workspace = true }
serde = { workspace = true } serde = { workspace = true }
......
launch/dynamo-run/src/lib.rs
View file @ 2bf27924
...@@ -11,6 +11,7 @@ use dynamo_llm::local_model::{LocalModel, LocalModelBuilder}; ...@@ -11,6 +11,7 @@ use dynamo_llm::local_model::{LocalModel, LocalModelBuilder};
use dynamo_runtime::CancellationToken; use dynamo_runtime::CancellationToken;
mod flags; mod flags;
use either::Either;
pub use flags::Flags; pub use flags::Flags;
mod opt; mod opt;
pub use dynamo_llm::request_template::RequestTemplate; pub use dynamo_llm::request_template::RequestTemplate;
...@@ -41,14 +42,19 @@ pub async fn run( ...@@ -41,14 +42,19 @@ pub async fn run(
.kv_cache_block_size(flags.kv_cache_block_size) .kv_cache_block_size(flags.kv_cache_block_size)
// Only set if user provides. Usually loaded from tokenizer_config.json // Only set if user provides. Usually loaded from tokenizer_config.json
.context_length(flags.context_length) .context_length(flags.context_length)
.http_port(flags.http_port) .http_port(Some(flags.http_port))
.router_config(flags.router_config()) .router_config(flags.router_config())
.request_template(flags.request_template.clone()); .request_template(flags.request_template.clone());
// If `in=dyn` we want the trtllm/sglang/vllm subprocess to listen on that endpoint. // If `in=dyn` we want the trtllm/sglang/vllm subprocess to listen on that endpoint.
// If not, then the endpoint isn't exposed so we let LocalModel invent one. // If not, then the endpoint isn't exposed so we let LocalModel invent one.
let mut rt = Either::Left(runtime.clone());
if let Input::Endpoint(path) = &in_opt { if let Input::Endpoint(path) = &in_opt {
builder.endpoint_id(path.parse().with_context(|| path.clone())?); builder.endpoint_id(Some(path.parse().with_context(|| path.clone())?));
let distributed_runtime =
dynamo_runtime::DistributedRuntime::from_settings(runtime.clone()).await?;
rt = Either::Right(distributed_runtime);
}; };
let local_model = builder.build().await?; let local_model = builder.build().await?;
...@@ -70,8 +76,7 @@ pub async fn run( ...@@ -70,8 +76,7 @@ pub async fn run(
// //
// Run in from an input // Run in from an input
// //
dynamo_llm::entrypoint::input::run_input(rt, in_opt, engine_config).await?;
dynamo_llm::entrypoint::input::run_input(in_opt, runtime, engine_config).await?;
// Allow engines to ask main thread to wait on an extra future. // Allow engines to ask main thread to wait on an extra future.
// We use this to stop the vllm and sglang sub-process // We use this to stop the vllm and sglang sub-process
......
lib/bindings/python/Cargo.lock
View file @ 2bf27924
...@@ -2,6 +2,16 @@ ...@@ -2,6 +2,16 @@
# It is not intended for manual editing. # It is not intended for manual editing.
version = 4 version = 4
[[package]]
name = "Inflector"
version = "0.11.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "fe438c63458706e03479442743baae6c88256498e6431708f6dfc520a26515d3"
dependencies = [
"lazy_static",
"regex",
]
[[package]] [[package]]
name = "addr2line" name = "addr2line"
version = "0.24.2" version = "0.24.2"
...@@ -17,6 +27,19 @@ version = "2.0.0" ...@@ -17,6 +27,19 @@ version = "2.0.0"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627" checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627"
[[package]]
name = "ahash"
version = "0.8.12"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "5a15f179cd60c4584b8a8c596927aadc462e27f2ca70c04e0071964a73ba7a75"
dependencies = [
"cfg-if 1.0.0",
"getrandom 0.3.2",
"once_cell",
"version_check",
"zerocopy",
]
[[package]] [[package]]
name = "aho-corasick" name = "aho-corasick"
version = "1.1.3" version = "1.1.3"
...@@ -32,6 +55,12 @@ version = "0.4.0" ...@@ -32,6 +55,12 @@ version = "0.4.0"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1763692fc1416554cf051efc56a3de5595eca47299d731cc5c2b583adf8b4d2f" checksum = "1763692fc1416554cf051efc56a3de5595eca47299d731cc5c2b583adf8b4d2f"
[[package]]
name = "allocator-api2"
version = "0.2.21"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "683d7910e743518b0e34f1186f92494becacb047c7b6bf616c96772180fef923"
[[package]] [[package]]
name = "android-tzdata" name = "android-tzdata"
version = "0.1.1" version = "0.1.1"
...@@ -103,6 +132,12 @@ version = "1.0.98" ...@@ -103,6 +132,12 @@ version = "1.0.98"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e16d2d3311acee920a9eb8d33b8cbc1787ce4a264e85f964c2404b969bdcd487" checksum = "e16d2d3311acee920a9eb8d33b8cbc1787ce4a264e85f964c2404b969bdcd487"
[[package]]
name = "apodize"
version = "1.0.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "fca387cdc0a1f9c7a7c26556d584aa2d07fc529843082e4861003cde4ab914ed"
[[package]] [[package]]
name = "arbitrary" name = "arbitrary"
version = "1.4.1" version = "1.4.1"
...@@ -124,6 +159,12 @@ version = "0.7.6" ...@@ -124,6 +159,12 @@ version = "0.7.6"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50" checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
[[package]]
name = "as-any"
version = "0.3.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b0f477b951e452a0b6b4a10b53ccd569042d1d01729b519e02074a9c0958a063"
[[package]] [[package]]
name = "async-channel" name = "async-channel"
version = "2.3.1" version = "2.3.1"
...@@ -444,6 +485,29 @@ version = "1.7.3" ...@@ -444,6 +485,29 @@ version = "1.7.3"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "89e25b6adfb930f02d1981565a6e5d9c547ac15a96606256d3b59040e5cd4ca3" checksum = "89e25b6adfb930f02d1981565a6e5d9c547ac15a96606256d3b59040e5cd4ca3"
[[package]]
name = "bindgen"
version = "0.69.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "271383c67ccabffb7381723dea0672a673f292304fcb45c01cc648c7a8d58088"
dependencies = [
"bitflags 2.9.0",
"cexpr",
"clang-sys",
"itertools 0.11.0",
"lazy_static",
"lazycell",
"log",
"prettyplease",
"proc-macro2",
"quote",
"regex",
"rustc-hash 1.1.0",
"shlex",
"syn 2.0.100",
"which",
]
[[package]] [[package]]
name = "bindgen" name = "bindgen"
version = "0.71.1" version = "0.71.1"
...@@ -459,11 +523,32 @@ dependencies = [ ...@@ -459,11 +523,32 @@ dependencies = [
"proc-macro2", "proc-macro2",
"quote", "quote",
"regex", "regex",
"rustc-hash", "rustc-hash 2.1.1",
"shlex", "shlex",
"syn 2.0.100", "syn 2.0.100",
] ]
[[package]]
name = "bindgen_cuda"
version = "0.1.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1f8489af5b7d17a81bffe37e0f4d6e1e4de87c87329d05447f22c35d95a1227d"
dependencies = [
"glob",
"num_cpus",
"rayon",
]
[[package]]
name = "bindgen_cuda"
version = "0.1.7"
source = "git+https://github.com/guoqingbao/bindgen_cuda.git#19e33d0e55fec148f53aaed144de401ff1fd9a6a"
dependencies = [
"glob",
"num_cpus",
"rayon",
]
[[package]] [[package]]
name = "bit-set" name = "bit-set"
version = "0.8.0" version = "0.8.0"
...@@ -479,6 +564,12 @@ version = "0.8.0" ...@@ -479,6 +564,12 @@ version = "0.8.0"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "5e764a1d40d510daf35e07be9eb06e75770908c27d411ee6c92109c9840eaaf7" checksum = "5e764a1d40d510daf35e07be9eb06e75770908c27d411ee6c92109c9840eaaf7"
[[package]]
name = "bit_field"
version = "0.10.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "dc827186963e592360843fb5ba4b973e145841266c1357f7180c43526f2e5b61"
[[package]] [[package]]
name = "bitflags" name = "bitflags"
version = "1.3.2" version = "1.3.2"
...@@ -513,6 +604,20 @@ dependencies = [ ...@@ -513,6 +604,20 @@ dependencies = [
"generic-array", "generic-array",
] ]
[[package]]
name = "bm25"
version = "2.3.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1036029224bd72581186b629168952596c4964686dcdd59bccd810a7be1f5843"
dependencies = [
"cached",
"deunicode",
"fxhash",
"rust-stemmers",
"stop-words",
"unicode-segmentation",
]
[[package]] [[package]]
name = "bs62" name = "bs62"
version = "0.1.4" version = "0.1.4"
...@@ -532,9 +637,9 @@ checksum = "1628fb46dfa0b37568d12e5edd512553eccf6a22a78e8bde00bb4aed84d5bdbf" ...@@ -532,9 +637,9 @@ checksum = "1628fb46dfa0b37568d12e5edd512553eccf6a22a78e8bde00bb4aed84d5bdbf"
[[package]] [[package]]
name = "bytemuck" name = "bytemuck"
version = "1.22.0" version = "1.23.1"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b6b1fc10dbac614ebc03540c9dbd60e83887fda27794998c6528f1782047d540" checksum = "5c76a5792e44e4abe34d3abf15636779261d45a7450612059293d1d2cfc63422"
dependencies = [ dependencies = [
"bytemuck_derive", "bytemuck_derive",
] ]
...@@ -556,6 +661,12 @@ version = "1.5.0" ...@@ -556,6 +661,12 @@ version = "1.5.0"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b" checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
[[package]]
name = "byteorder-lite"
version = "0.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8f1fe948ff07f4bd06c30984e69f5b4899c516a3ef74f34df92a2df2ab535495"
[[package]] [[package]]
name = "bytes" name = "bytes"
version = "1.10.1" version = "1.10.1"
...@@ -565,6 +676,62 @@ dependencies = [ ...@@ -565,6 +676,62 @@ dependencies = [
"serde", "serde",
] ]
[[package]]
name = "cached"
version = "0.55.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b0839c297f8783316fcca9d90344424e968395413f0662a5481f79c6648bbc14"
dependencies = [
"ahash",
"cached_proc_macro",
"cached_proc_macro_types",
"hashbrown 0.14.5",
"once_cell",
"thiserror 2.0.12",
"web-time",
]
[[package]]
name = "cached_proc_macro"
version = "0.24.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "673992d934f0711b68ebb3e1b79cdc4be31634b37c98f26867ced0438ca5c603"
dependencies = [
"darling 0.20.11",
"proc-macro2",
"quote",
"syn 2.0.100",
]
[[package]]
name = "cached_proc_macro_types"
version = "0.1.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ade8366b8bd5ba243f0a58f036cc0ca8a2f069cff1a2351ef1cac6b083e16fc0"
[[package]]
name = "candle-core"
version = "0.8.0"
source = "git+https://github.com/EricLBuehler/candle.git?rev=98c0436e#98c0436eaf55ea91fb34fd3aa96f557990a5ba40"
dependencies = [
"byteorder",
"candle-kernels",
"cudarc 0.13.9",
"float8",
"gemm 0.17.1",
"half",
"memmap2",
"num-traits",
"num_cpus",
"rand 0.9.1",
"rand_distr",
"rayon",
"safetensors",
"thiserror 1.0.69",
"yoke",
"zip",
]
[[package]] [[package]]
name = "candle-core" name = "candle-core"
version = "0.8.4" version = "0.8.4"
...@@ -587,6 +754,28 @@ dependencies = [ ...@@ -587,6 +754,28 @@ dependencies = [
"zip", "zip",
] ]
[[package]]
name = "candle-kernels"
version = "0.8.0"
source = "git+https://github.com/EricLBuehler/candle.git?rev=98c0436e#98c0436eaf55ea91fb34fd3aa96f557990a5ba40"
dependencies = [
"bindgen_cuda 0.1.5",
]
[[package]]
name = "candle-nn"
version = "0.8.0"
source = "git+https://github.com/EricLBuehler/candle.git?rev=98c0436e#98c0436eaf55ea91fb34fd3aa96f557990a5ba40"
dependencies = [
"candle-core 0.8.0",
"half",
"num-traits",
"rayon",
"safetensors",
"serde",
"thiserror 1.0.69",
]
[[package]] [[package]]
name = "cc" name = "cc"
version = "1.2.24" version = "1.2.24"
...@@ -635,16 +824,32 @@ version = "0.2.1" ...@@ -635,16 +824,32 @@ version = "0.2.1"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724" checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
[[package]]
name = "cfgrammar"
version = "0.13.10"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "7fe45e18904af7af10e4312df7c97251e98af98c70f42f1f2587aecfcbee56bf"
dependencies = [
"indexmap 2.9.0",
"lazy_static",
"num-traits",
"regex",
"serde",
"vob",
]
[[package]] [[package]]
name = "chrono" name = "chrono"
version = "0.4.40" version = "0.4.41"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1a7964611d71df112cb1730f2ee67324fcf4d0fc6606acbbe9bfe06df124637c" checksum = "c469d952047f47f91b68d1cba3f10d63c11d73e4636f24f08daf0278abf01c4d"
dependencies = [ dependencies = [
"android-tzdata", "android-tzdata",
"iana-time-zone", "iana-time-zone",
"js-sys",
"num-traits", "num-traits",
"serde", "serde",
"wasm-bindgen",
"windows-link", "windows-link",
] ]
...@@ -661,23 +866,37 @@ dependencies = [ ...@@ -661,23 +866,37 @@ dependencies = [
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...@@ -5425,38 +7390,29 @@ checksum = "76840935b766e1b0a05c0066835fb9ec80071d4c09a16f6bd5f7e655e3c14c38" ...@@ -5425,38 +7390,29 @@ checksum = "76840935b766e1b0a05c0066835fb9ec80071d4c09a16f6bd5f7e655e3c14c38"
[[package]] [[package]]
name = "windows-registry" name = "windows-registry"
version = "0.4.0" version = "0.5.2"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "4286ad90ddb45071efd1a66dfa43eb02dd0dfbae1545ad6cc3c51cf34d7e8ba3" checksum = "b3bab093bdd303a1240bb99b8aba8ea8a69ee19d34c9e2ef9594e708a4878820"
dependencies = [ dependencies = [
"windows-link",
"windows-result", "windows-result",
"windows-strings 0.3.1", "windows-strings",
"windows-targets 0.53.0",
] ]
[[package]] [[package]]
name = "windows-result" name = "windows-result"
version = "0.3.2" version = "0.3.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c64fd11a4fd95df68efcfee5f44a294fe71b8bc6a91993e2791938abcc712252"
dependencies = [
"windows-link",
]
[[package]]
name = "windows-strings"
version = "0.3.1"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "87fa48cc5d406560701792be122a10132491cff9d0aeb23583cc2dcafc847319" checksum = "56f42bd332cc6c8eac5af113fc0c1fd6a8fd2aa08a0119358686e5160d0586c6"
dependencies = [ dependencies = [
"windows-link", "windows-link",
] ]
[[package]] [[package]]
name = "windows-strings" name = "windows-strings"
version = "0.4.0" version = "0.4.2"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "7a2ba9642430ee452d5a7aa78d72907ebe8cfda358e8cb7918a2050581322f97" checksum = "56e6c93f3a0c3b36176cb1327a4958a0353d5d166c2a35cb268ace15e91d3b57"
dependencies = [ dependencies = [
"windows-link", "windows-link",
] ]
...@@ -5512,29 +7468,13 @@ dependencies = [ ...@@ -5512,29 +7468,13 @@ dependencies = [
"windows_aarch64_gnullvm 0.52.6", "windows_aarch64_gnullvm 0.52.6",
"windows_aarch64_msvc 0.52.6", "windows_aarch64_msvc 0.52.6",
"windows_i686_gnu 0.52.6", "windows_i686_gnu 0.52.6",
"windows_i686_gnullvm 0.52.6", "windows_i686_gnullvm",
"windows_i686_msvc 0.52.6", "windows_i686_msvc 0.52.6",
"windows_x86_64_gnu 0.52.6", "windows_x86_64_gnu 0.52.6",
"windows_x86_64_gnullvm 0.52.6", "windows_x86_64_gnullvm 0.52.6",
"windows_x86_64_msvc 0.52.6", "windows_x86_64_msvc 0.52.6",
] ]
[[package]]
name = "windows-targets"
version = "0.53.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b1e4c7e8ceaaf9cb7d7507c974735728ab453b67ef8f18febdd7c11fe59dca8b"
dependencies = [
"windows_aarch64_gnullvm 0.53.0",
"windows_aarch64_msvc 0.53.0",
"windows_i686_gnu 0.53.0",
"windows_i686_gnullvm 0.53.0",
"windows_i686_msvc 0.53.0",
"windows_x86_64_gnu 0.53.0",
"windows_x86_64_gnullvm 0.53.0",
"windows_x86_64_msvc 0.53.0",
]
[[package]] [[package]]
name = "windows_aarch64_gnullvm" name = "windows_aarch64_gnullvm"
version = "0.48.5" version = "0.48.5"
...@@ -5547,12 +7487,6 @@ version = "0.52.6" ...@@ -5547,12 +7487,6 @@ version = "0.52.6"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3" checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
[[package]]
name = "windows_aarch64_gnullvm"
version = "0.53.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "86b8d5f90ddd19cb4a147a5fa63ca848db3df085e25fee3cc10b39b6eebae764"
[[package]] [[package]]
name = "windows_aarch64_msvc" name = "windows_aarch64_msvc"
version = "0.48.5" version = "0.48.5"
...@@ -5565,12 +7499,6 @@ version = "0.52.6" ...@@ -5565,12 +7499,6 @@ version = "0.52.6"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469" checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
[[package]]
name = "windows_aarch64_msvc"
version = "0.53.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c7651a1f62a11b8cbd5e0d42526e55f2c99886c77e007179efff86c2b137e66c"
[[package]] [[package]]
name = "windows_i686_gnu" name = "windows_i686_gnu"
version = "0.48.5" version = "0.48.5"
...@@ -5583,24 +7511,12 @@ version = "0.52.6" ...@@ -5583,24 +7511,12 @@ version = "0.52.6"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b" checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
[[package]]
name = "windows_i686_gnu"
version = "0.53.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c1dc67659d35f387f5f6c479dc4e28f1d4bb90ddd1a5d3da2e5d97b42d6272c3"
[[package]] [[package]]
name = "windows_i686_gnullvm" name = "windows_i686_gnullvm"
version = "0.52.6" version = "0.52.6"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66" checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
[[package]]
name = "windows_i686_gnullvm"
version = "0.53.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9ce6ccbdedbf6d6354471319e781c0dfef054c81fbc7cf83f338a4296c0cae11"
[[package]] [[package]]
name = "windows_i686_msvc" name = "windows_i686_msvc"
version = "0.48.5" version = "0.48.5"
...@@ -5613,12 +7529,6 @@ version = "0.52.6" ...@@ -5613,12 +7529,6 @@ version = "0.52.6"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66" checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
[[package]]
name = "windows_i686_msvc"
version = "0.53.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "581fee95406bb13382d2f65cd4a908ca7b1e4c2f1917f143ba16efe98a589b5d"
[[package]] [[package]]
name = "windows_x86_64_gnu" name = "windows_x86_64_gnu"
version = "0.48.5" version = "0.48.5"
...@@ -5631,12 +7541,6 @@ version = "0.52.6" ...@@ -5631,12 +7541,6 @@ version = "0.52.6"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78" checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
[[package]]
name = "windows_x86_64_gnu"
version = "0.53.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "2e55b5ac9ea33f2fc1716d1742db15574fd6fc8dadc51caab1c16a3d3b4190ba"
[[package]] [[package]]
name = "windows_x86_64_gnullvm" name = "windows_x86_64_gnullvm"
version = "0.48.5" version = "0.48.5"
...@@ -5649,12 +7553,6 @@ version = "0.52.6" ...@@ -5649,12 +7553,6 @@ version = "0.52.6"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d" checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
[[package]]
name = "windows_x86_64_gnullvm"
version = "0.53.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "0a6e035dd0599267ce1ee132e51c27dd29437f63325753051e71dd9e42406c57"
[[package]] [[package]]
name = "windows_x86_64_msvc" name = "windows_x86_64_msvc"
version = "0.48.5" version = "0.48.5"
...@@ -5667,17 +7565,11 @@ version = "0.52.6" ...@@ -5667,17 +7565,11 @@ version = "0.52.6"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec" checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
[[package]]
name = "windows_x86_64_msvc"
version = "0.53.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "271414315aff87387382ec3d271b52d7ae78726f5d44ac98b4f4030c91880486"
[[package]] [[package]]
name = "winnow" name = "winnow"
version = "0.7.7" version = "0.7.11"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6cb8234a863ea0e8cd7284fcdd4f145233eb00fee02bbdd9861aec44e6477bc5" checksum = "74c7b26e3480b707944fc872477815d29a8e429d2f93a1ce000f5fa84a15cbcd"
dependencies = [ dependencies = [
"memchr", "memchr",
] ]
...@@ -5820,7 +7712,7 @@ dependencies = [ ...@@ -5820,7 +7712,7 @@ dependencies = [
"thiserror 1.0.69", "thiserror 1.0.69",
"tokio", "tokio",
"tokio-util", "tokio-util",
"uuid", "uuid 1.17.0",
] ]
[[package]] [[package]]
...@@ -5891,3 +7783,27 @@ dependencies = [ ...@@ -5891,3 +7783,27 @@ dependencies = [
"system-deps", "system-deps",
"zeromq-src", "zeromq-src",
] ]
[[package]]
name = "zune-core"
version = "0.4.12"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "3f423a2c17029964870cfaabb1f13dfab7d092a62a29a89264f4d36990ca414a"
[[package]]
name = "zune-inflate"
version = "0.2.54"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "73ab332fe2f6680068f3582b16a24f90ad7096d5d39b974d1c0aff0125116f02"
dependencies = [
"simd-adler32",
]
[[package]]
name = "zune-jpeg"
version = "0.4.19"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "2c9e525af0a6a658e031e95f14b7f889976b74a11ba0eca5a5fc9ac8a1c43a6a"
dependencies = [
"zune-core",
]
lib/bindings/python/Cargo.toml
View file @ 2bf27924
...@@ -36,21 +36,26 @@ crate-type = ["cdylib", "rlib"] ...@@ -36,21 +36,26 @@ crate-type = ["cdylib", "rlib"]
[features] [features]
default = [] default = []
block-manager = ["dynamo-llm/block-manager", "dep:dlpark"] block-manager = ["dynamo-llm/block-manager", "dep:dlpark"]
mistralrs = ["dep:dynamo-engine-mistralrs"]
llamacpp = ["dep:dynamo-engine-llamacpp"]
[dependencies] [dependencies]
dynamo-llm = { path = "../../llm" } dynamo-llm = { path = "../../llm" }
dynamo-runtime = { path = "../../runtime" } dynamo-runtime = { path = "../../runtime" }
dynamo-engine-mistralrs = { path = "../../engines/mistralrs", features = ["cuda"], optional = true }
dynamo-engine-llamacpp = { path = "../../engines/llamacpp", features = ["cuda", "dynamic-link"], optional = true }
anyhow = { version = "1" } anyhow = { version = "1" }
async-openai = { version = "0.29.0" } async-openai = { version = "0.29.0" }
async-stream = { version = "0.3" } async-stream = { version = "0.3" }
async-trait = { version = "0.1" } async-trait = { version = "0.1" }
either = { version = "1.13", features = ["serde"] }
futures = { version = "0.3" } futures = { version = "0.3" }
once_cell = { version = "1.20.3" } once_cell = { version = "1.20.3" }
serde = { version = "1" } serde = { version = "1" }
serde_json = { version = "1.0.138" } serde_json = { version = "1.0.138" }
thiserror = { version = "2.0" } thiserror = { version = "2.0" }
tokio = { version = "1", features = ["full"] } tokio = { version = "1.46.0", features = ["full"] }
tokio-stream = { version = "0" } tokio-stream = { version = "0" }
tokio-util = { version = "0.7" } tokio-util = { version = "0.7" }
tracing = { version = "0" } tracing = { version = "0" }
......
lib/bindings/python/README.md
View file @ 2bf27924
...@@ -46,6 +46,26 @@ uv pip install maturin ...@@ -46,6 +46,26 @@ uv pip install maturin
maturin develop --uv maturin develop --uv
``` ```
5. Experimental: To allow using mistral.rs and llama.cpp via the bindings, build with feature flags:
```
maturin develop --features mistralrs,llamacpp --release
```
`--release` is optional. It builds slower but the resulting library is significantly faster.
See `examples/cli/cli.py` for usage.
They will both be built for CUDA by default. If you see a runtime error `CUDA_ERROR_STUB_LIBRARY` this is because
the stub `libcuda.so` is earlier on the library search path than the real libcuda. Try removing the `rpath` from the library:
```
patchelf --set-rpath '' _core.cpython-312-x86_64-linux-gnu.so
```
If you include the `llamacpp` feature flag, `libllama.so` and `libggml.so` (and family) will need to be available at runtime.
## Run Examples ## Run Examples
### Prerequisite ### Prerequisite
......
lib/bindings/python/rust/lib.rs
View file @ 2bf27924
...@@ -63,6 +63,8 @@ fn _core(m: &Bound<'_, PyModule>) -> PyResult<()> { ...@@ -63,6 +63,8 @@ fn _core(m: &Bound<'_, PyModule>) -> PyResult<()> {
m.add_function(wrap_pyfunction!(llm::kv::compute_block_hash_for_seq_py, m)?)?; m.add_function(wrap_pyfunction!(llm::kv::compute_block_hash_for_seq_py, m)?)?;
m.add_function(wrap_pyfunction!(log_message, m)?)?; m.add_function(wrap_pyfunction!(log_message, m)?)?;
m.add_function(wrap_pyfunction!(register_llm, m)?)?; m.add_function(wrap_pyfunction!(register_llm, m)?)?;
m.add_function(wrap_pyfunction!(llm::entrypoint::make_engine, m)?)?;
m.add_function(wrap_pyfunction!(llm::entrypoint::run_input, m)?)?;
m.add_class::<DistributedRuntime>()?; m.add_class::<DistributedRuntime>()?;
m.add_class::<CancellationToken>()?; m.add_class::<CancellationToken>()?;
...@@ -73,6 +75,9 @@ fn _core(m: &Bound<'_, PyModule>) -> PyResult<()> { ...@@ -73,6 +75,9 @@ fn _core(m: &Bound<'_, PyModule>) -> PyResult<()> {
m.add_class::<EtcdClient>()?; m.add_class::<EtcdClient>()?;
m.add_class::<AsyncResponseStream>()?; m.add_class::<AsyncResponseStream>()?;
m.add_class::<llm::disagg_router::DisaggregatedRouter>()?; m.add_class::<llm::disagg_router::DisaggregatedRouter>()?;
m.add_class::<llm::entrypoint::EntrypointArgs>()?;
m.add_class::<llm::entrypoint::EngineConfig>()?;
m.add_class::<llm::entrypoint::EngineType>()?;
m.add_class::<llm::kv::WorkerMetricsPublisher>()?; m.add_class::<llm::kv::WorkerMetricsPublisher>()?;
m.add_class::<llm::model_card::ModelDeploymentCard>()?; m.add_class::<llm::model_card::ModelDeploymentCard>()?;
m.add_class::<llm::preprocessor::OAIChatPreprocessor>()?; m.add_class::<llm::preprocessor::OAIChatPreprocessor>()?;
......
lib/bindings/python/rust/llm.rs
View file @ 2bf27924
// SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. // SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
// SPDX-License-Identifier: Apache-2.0 // SPDX-License-Identifier: Apache-2.0
//
// 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.
/// This module provides a high-performance interface that bridges Python /// This module provides a high-performance interface that bridges Python
/// applications with the Rust-powered Dynamo LLM runtime. /// applications with the Rust-powered Dynamo LLM runtime.
...@@ -41,6 +29,7 @@ use super::*; ...@@ -41,6 +29,7 @@ use super::*;
pub mod backend; pub mod backend;
pub mod block_manager; pub mod block_manager;
pub mod disagg_router; pub mod disagg_router;
pub mod entrypoint;
pub mod kv; pub mod kv;
pub mod model_card; pub mod model_card;
pub mod nats; pub mod nats;
......
lib/bindings/python/rust/llm/entrypoint.rs 0 → 100644
View file @ 2bf27924
// SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
// SPDX-License-Identifier: Apache-2.0
use std::fmt::Display;
use std::path::PathBuf;
use pyo3::{exceptions::PyException, prelude::*};
use dynamo_llm::entrypoint::input::Input;
use dynamo_llm::entrypoint::EngineConfig as RsEngineConfig;
use dynamo_llm::local_model::{LocalModel, LocalModelBuilder};
use dynamo_runtime::protocols::Endpoint as EndpointId;
#[pyclass(eq, eq_int)]
#[derive(Clone, Debug, PartialEq)]
#[repr(i32)]
pub enum EngineType {
Echo = 1,
MistralRs = 2,
LlamaCpp = 3,
Dynamic = 4,
}
#[pyclass]
#[derive(Clone, Debug)]
pub(crate) struct EntrypointArgs {
engine_type: EngineType,
model_path: Option<PathBuf>,
model_name: Option<String>,
model_config: Option<PathBuf>,
endpoint_id: Option<EndpointId>,
context_length: Option<u32>,
template_file: Option<PathBuf>,
//router_config: Option<RouterConfig>,
kv_cache_block_size: Option<u32>,
http_port: Option<u16>,
}
#[pymethods]
impl EntrypointArgs {
#[allow(clippy::too_many_arguments)]
#[new]
#[pyo3(signature = (engine_type, model_path=None, model_name=None, model_config=None, endpoint_id=None, context_length=None, template_file=None, kv_cache_block_size=None, http_port=None))]
pub fn new(
engine_type: EngineType,
model_path: Option<PathBuf>,
model_name: Option<String>, // e.g. "dyn://namespace.component.endpoint"
model_config: Option<PathBuf>,
endpoint_id: Option<String>,
context_length: Option<u32>,
template_file: Option<PathBuf>,
//router_config: Option<RouterConfig>,
kv_cache_block_size: Option<u32>,
http_port: Option<u16>,
) -> PyResult<Self> {
let endpoint_id_obj: Option<EndpointId> = match endpoint_id {
Some(eid) => Some(eid.parse().map_err(|_| {
PyErr::new::<pyo3::exceptions::PyValueError, _>(format!(
"Invalid endpoint_id format: {eid}"
))
})?),
None => None,
};
Ok(EntrypointArgs {
engine_type,
model_path,
model_name,
model_config,
endpoint_id: endpoint_id_obj,
context_length,
template_file,
//router_config,
kv_cache_block_size,
http_port,
})
}
}
#[pyclass]
#[derive(Clone)]
pub(crate) struct EngineConfig {
inner: RsEngineConfig,
}
#[pyfunction]
#[pyo3(signature = (distributed_runtime, args))]
pub fn make_engine<'p>(
py: Python<'p>,
distributed_runtime: super::DistributedRuntime,
args: EntrypointArgs,
) -> PyResult<Bound<'p, PyAny>> {
let mut builder = LocalModelBuilder::default();
builder
.model_path(args.model_path)
.model_name(args.model_name)
.model_config(args.model_config)
.endpoint_id(args.endpoint_id)
.context_length(args.context_length)
.request_template(args.template_file)
.kv_cache_block_size(args.kv_cache_block_size)
.http_port(args.http_port);
pyo3_async_runtimes::tokio::future_into_py(py, async move {
let local_model = builder.build().await.map_err(to_pyerr)?;
let inner = select_engine(distributed_runtime, args.engine_type, local_model)
.await
.map_err(to_pyerr)?;
Ok(EngineConfig { inner })
})
}
async fn select_engine(
#[allow(unused_variables)] distributed_runtime: super::DistributedRuntime,
engine_type: EngineType,
local_model: LocalModel,
) -> anyhow::Result<RsEngineConfig> {
let inner = match engine_type {
EngineType::Echo => {
// There is no validation for the echo engine
RsEngineConfig::StaticFull {
model: Box::new(local_model),
engine: dynamo_llm::engines::make_engine_full(),
}
}
EngineType::Dynamic => RsEngineConfig::Dynamic(Box::new(local_model)),
EngineType::MistralRs => {
#[cfg(feature = "mistralrs")]
{
RsEngineConfig::StaticFull {
engine: dynamo_engine_mistralrs::make_engine(&local_model).await?,
model: Box::new(local_model),
}
}
#[cfg(not(feature = "mistralrs"))]
{
anyhow::bail!(
"mistralrs engine is not enabled. Rebuild bindings with `--features mistralrs`"
);
}
}
EngineType::LlamaCpp => {
#[cfg(feature = "llamacpp")]
{
RsEngineConfig::StaticCore {
engine: dynamo_engine_llamacpp::make_engine(
distributed_runtime.inner.primary_token(),
&local_model,
)
.await?,
model: Box::new(local_model),
}
}
#[cfg(not(feature = "llamacpp"))]
{
anyhow::bail!(
"llamacpp engine is not enabled. Rebuild bindings with `--features llamacpp`"
);
}
}
};
Ok(inner)
}
#[pyfunction]
#[pyo3(signature = (distributed_runtime, input, engine_config))]
pub fn run_input<'p>(
py: Python<'p>,
distributed_runtime: super::DistributedRuntime,
input: &str,
engine_config: EngineConfig,
) -> PyResult<Bound<'p, PyAny>> {
let input_enum: Input = input.parse().map_err(to_pyerr)?;
pyo3_async_runtimes::tokio::future_into_py(py, async move {
dynamo_llm::entrypoint::input::run_input(
either::Either::Right(distributed_runtime.inner.clone()),
input_enum,
engine_config.inner,
)
.await
.map_err(to_pyerr)?;
Ok(())
})
}
pub fn to_pyerr<E>(err: E) -> PyErr
where
E: Display,
{
PyException::new_err(format!("{}", err))
}
lib/bindings/python/src/dynamo/_core.pyi
View file @ 2bf27924
...@@ -839,6 +839,18 @@ async def register_llm(model_type: ModelType, endpoint: Endpoint, model_path: st ...@@ -839,6 +839,18 @@ async def register_llm(model_type: ModelType, endpoint: Endpoint, model_path: st
"""Attach the model at path to the given endpoint, and advertise it as model_type""" """Attach the model at path to the given endpoint, and advertise it as model_type"""
... ...
class EngineConfig:
"""Holds internal configuration for a Dynamo engine."""
...
async def make_engine(args: EntrypointArgs) -> EngineConfig:
"""Make an engine matching the args"""
...
async def run_input(runtime: DistributedRuntime, input: str, engine_config: EngineConfig) -> None:
"""Start an engine, connect it to an input, and run until stopped."""
...
class NatsQueue: class NatsQueue:
""" """
A queue implementation using NATS JetStream for task distribution A queue implementation using NATS JetStream for task distribution
...@@ -1144,3 +1156,11 @@ class ZmqKvEventListener: ...@@ -1144,3 +1156,11 @@ class ZmqKvEventListener:
ValueError: If events cannot be serialized to JSON ValueError: If events cannot be serialized to JSON
""" """
... ...
class EntrypointArgs:
"""
Settings to connect an input to a worker and run them.
Use by `dynamo run`.
"""
...
lib/bindings/python/src/dynamo/llm/__init__.py
View file @ 2bf27924
# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. # SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0 # SPDX-License-Identifier: Apache-2.0
#
# Licensed under the Apache License, Version 2.0 (the "License"); # flake8: noqa
# 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.
import logging import logging
...@@ -24,6 +14,8 @@ except ImportError: ...@@ -24,6 +14,8 @@ except ImportError:
from dynamo._core import ApproxKvIndexer as ApproxKvIndexer from dynamo._core import ApproxKvIndexer as ApproxKvIndexer
from dynamo._core import DisaggregatedRouter as DisaggregatedRouter from dynamo._core import DisaggregatedRouter as DisaggregatedRouter
from dynamo._core import EngineType
from dynamo._core import EntrypointArgs as EntrypointArgs
from dynamo._core import ForwardPassMetrics as ForwardPassMetrics from dynamo._core import ForwardPassMetrics as ForwardPassMetrics
from dynamo._core import HttpAsyncEngine as HttpAsyncEngine from dynamo._core import HttpAsyncEngine as HttpAsyncEngine
from dynamo._core import HttpError as HttpError from dynamo._core import HttpError as HttpError
...@@ -43,7 +35,9 @@ from dynamo._core import ZmqKvEventListener as ZmqKvEventListener ...@@ -43,7 +35,9 @@ from dynamo._core import ZmqKvEventListener as ZmqKvEventListener
from dynamo._core import ZmqKvEventPublisher as ZmqKvEventPublisher from dynamo._core import ZmqKvEventPublisher as ZmqKvEventPublisher
from dynamo._core import ZmqKvEventPublisherConfig as ZmqKvEventPublisherConfig from dynamo._core import ZmqKvEventPublisherConfig as ZmqKvEventPublisherConfig
from dynamo._core import compute_block_hash_for_seq_py as compute_block_hash_for_seq_py from dynamo._core import compute_block_hash_for_seq_py as compute_block_hash_for_seq_py
from dynamo._core import make_engine
from dynamo._core import register_llm as register_llm from dynamo._core import register_llm as register_llm
from dynamo._core import run_input
try: try:
from dynamo.llm.tensorrtllm import ( # noqa: F401 from dynamo.llm.tensorrtllm import ( # noqa: F401
......
lib/engines/llamacpp/Cargo.toml
View file @ 2bf27924
# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. # SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0 # SPDX-License-Identifier: Apache-2.0
#
# 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.
[package] [package]
name = "dynamo-engine-llamacpp" name = "dynamo-engine-llamacpp"
...@@ -30,6 +18,8 @@ cuda = ["llama-cpp-2/cuda"] ...@@ -30,6 +18,8 @@ cuda = ["llama-cpp-2/cuda"]
metal = ["llama-cpp-2/metal"] metal = ["llama-cpp-2/metal"]
vulkan = ["llama-cpp-2/vulkan"] vulkan = ["llama-cpp-2/vulkan"]
openmp = ["llama-cpp-2/openmp"] openmp = ["llama-cpp-2/openmp"]
# We cannot link libllama into a `.so`, so the bindings need this
dynamic-link = ["llama-cpp-2/dynamic-link"]
[dependencies] [dependencies]
dynamo-runtime = { workspace = true } dynamo-runtime = { workspace = true }
......
lib/llm/src/entrypoint.rs
View file @ 2bf27924
...@@ -31,6 +31,7 @@ impl RouterConfig { ...@@ -31,6 +31,7 @@ impl RouterConfig {
} }
} }
#[derive(Clone)]
pub enum EngineConfig { pub enum EngineConfig {
/// Remote networked engines /// Remote networked engines
Dynamic(Box<LocalModel>), Dynamic(Box<LocalModel>),
......
lib/llm/src/entrypoint/input.rs
View file @ 2bf27924
...@@ -11,6 +11,7 @@ use std::{ ...@@ -11,6 +11,7 @@ use std::{
fmt, fmt,
io::{IsTerminal as _, Read as _}, io::{IsTerminal as _, Read as _},
path::PathBuf, path::PathBuf,
str::FromStr,
}; };
pub mod batch; pub mod batch;
...@@ -19,7 +20,8 @@ pub mod endpoint; ...@@ -19,7 +20,8 @@ pub mod endpoint;
pub mod http; pub mod http;
pub mod text; pub mod text;
use dynamo_runtime::{protocols::ENDPOINT_SCHEME, DistributedRuntime}; use dynamo_runtime::protocols::ENDPOINT_SCHEME;
use either::Either;
const BATCH_PREFIX: &str = "batch:"; const BATCH_PREFIX: &str = "batch:";
...@@ -42,6 +44,14 @@ pub enum Input { ...@@ -42,6 +44,14 @@ pub enum Input {
Batch(PathBuf), Batch(PathBuf),
} }
impl FromStr for Input {
type Err = anyhow::Error;
fn from_str(s: &str) -> Result<Self, Self::Err> {
Input::try_from(s)
}
}
impl TryFrom<&str> for Input { impl TryFrom<&str> for Input {
type Error = anyhow::Error; type Error = anyhow::Error;
...@@ -87,28 +97,36 @@ impl Default for Input { ...@@ -87,28 +97,36 @@ impl Default for Input {
/// Run the given engine (EngineConfig) connected to an input. /// Run the given engine (EngineConfig) connected to an input.
/// Does not return until the input exits. /// Does not return until the input exits.
/// For Input::Endpoint pass a DistributedRuntime. For everything else pass either a Runtime or a
/// DistributedRuntime.
pub async fn run_input( pub async fn run_input(
rt: Either<dynamo_runtime::Runtime, dynamo_runtime::DistributedRuntime>,
in_opt: Input, in_opt: Input,
runtime: dynamo_runtime::Runtime,
engine_config: super::EngineConfig, engine_config: super::EngineConfig,
) -> anyhow::Result<()> { ) -> anyhow::Result<()> {
let runtime = match &rt {
Either::Left(rt) => rt.clone(),
Either::Right(drt) => drt.runtime().clone(),
};
match in_opt { match in_opt {
Input::Http => { Input::Http => {
http::run(runtime.clone(), engine_config).await?; http::run(runtime, engine_config).await?;
} }
Input::Text => { Input::Text => {
text::run(runtime.clone(), None, engine_config).await?; text::run(runtime, None, engine_config).await?;
} }
Input::Stdin => { Input::Stdin => {
let mut prompt = String::new(); let mut prompt = String::new();
std::io::stdin().read_to_string(&mut prompt).unwrap(); std::io::stdin().read_to_string(&mut prompt).unwrap();
text::run(runtime.clone(), Some(prompt), engine_config).await?; text::run(runtime, Some(prompt), engine_config).await?;
} }
Input::Batch(path) => { Input::Batch(path) => {
batch::run(runtime.clone(), path, engine_config).await?; batch::run(runtime, path, engine_config).await?;
} }
Input::Endpoint(path) => { Input::Endpoint(path) => {
let distributed_runtime = DistributedRuntime::from_settings(runtime.clone()).await?; let Either::Right(distributed_runtime) = rt else {
anyhow::bail!("Input::Endpoint requires passing a DistributedRuntime");
};
endpoint::run(distributed_runtime, path, engine_config).await?; endpoint::run(distributed_runtime, path, engine_config).await?;
} }
} }
......
lib/llm/src/local_model.rs
View file @ 2bf27924
...@@ -80,8 +80,8 @@ impl LocalModelBuilder { ...@@ -80,8 +80,8 @@ impl LocalModelBuilder {
self self
} }
pub fn endpoint_id(&mut self, endpoint_id: EndpointId) -> &mut Self { pub fn endpoint_id(&mut self, endpoint_id: Option<EndpointId>) -> &mut Self {
self.endpoint_id = Some(endpoint_id); self.endpoint_id = endpoint_id;
self self
} }
...@@ -96,8 +96,9 @@ impl LocalModelBuilder { ...@@ -96,8 +96,9 @@ impl LocalModelBuilder {
self self
} }
pub fn http_port(&mut self, port: u16) -> &mut Self { /// Passing None resets it to default
self.http_port = port; pub fn http_port(&mut self, port: Option<u16>) -> &mut Self {
self.http_port = port.unwrap_or(DEFAULT_HTTP_PORT);
self self
} }
......
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