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Commit 03b0101e authored by Ryan Olson's avatar Ryan Olson Committed by GitHub
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feat: add python bindings + wheel build (#94) 


Co-authored-by: default avatarRyan McCormick <rmccormick@nvidia.com>
Co-authored-by: default avatarNeelay Shah <neelays@nvidia.com>
parent ffbc06cc
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.gitignore
View file @ 03b0101e
...@@ -54,4 +54,22 @@ tensorrtllm_engines/ ...@@ -54,4 +54,22 @@ tensorrtllm_engines/
api_server_models/ api_server_models/
server/ server/
**/*backups* **/*backups*
\ No newline at end of file
### Rust ###
# Generated by Cargo
# will have compiled files and executables
debug/
target/
### Virtual Environment ###
.venv/
### Ruff ###
.ruff_cache/
### Python ###
__pycache__/
*.py[cod]
*$py.class
*.so
pyproject.toml
View file @ 03b0101e
...@@ -52,8 +52,18 @@ tmp_path_retention_policy = "failed" ...@@ -52,8 +52,18 @@ tmp_path_retention_policy = "failed"
# NOTE # NOTE
# We ignore model.py explcitly here to avoid mypy errors with duplicate modules # We ignore model.py explcitly here to avoid mypy errors with duplicate modules
# pytest overrides the default mypy exclude configuration and so we exclude here as well # pytest overrides the default mypy exclude configuration and so we exclude here as well
addopts = [
addopts = ["-ra", "--showlocals", "--strict-markers", "--strict-config", "--mypy", "--ignore-glob=*model.py"] "-ra",
"--showlocals",
"--strict-markers",
"--strict-config",
"--mypy",
"--ignore-glob=*model.py",
# FIXME: Get relative/generic blob paths to work here
# Ignore rust<->python bindings until python package is built/installed in environment
"--ignore-glob=/workspace/runtime/rust/python-wheel/python/triton_distributed_rs/*.py",
"--ignore-glob=/workspace/runtime/rust/python-wheel/python/triton_distributed_rs/*.pyi",
]
xfail_strict = true xfail_strict = true
log_cli_level = "INFO" log_cli_level = "INFO"
filterwarnings = [ filterwarnings = [
...@@ -62,9 +72,9 @@ filterwarnings = [ ...@@ -62,9 +72,9 @@ filterwarnings = [
# NOTE: Can also manually mark tests with @pytest.mark.asyncio # NOTE: Can also manually mark tests with @pytest.mark.asyncio
asyncio_mode = "auto" asyncio_mode = "auto"
markers = [ markers = [
"pre_merge: marks tests to run before merging", "pre_merge: marks tests to run before merging",
"nightly: marks tests to run nightly", "nightly: marks tests to run nightly",
"weekly: marks tests to run weekly" "weekly: marks tests to run weekly"
] ]
# Linting/formatting # Linting/formatting
...@@ -83,10 +93,6 @@ indent-width = 4 ...@@ -83,10 +93,6 @@ indent-width = 4
# throughout project such as launch_workers.py # throughout project such as launch_workers.py
# explicit_package_bases = true # explicit_package_bases = true
# NOTE
# We ignore model.py explcitly here to avoid mypy errors with duplicate modules
exclude = ["model.py"]
# --ignore-missing-imports: WAR too many errors when developing outside # --ignore-missing-imports: WAR too many errors when developing outside
# of container environment with PYTHONPATH set and packages installed. # of container environment with PYTHONPATH set and packages installed.
# NOTE: Can possibly move mypy from pre-commit to a github action run only in # NOTE: Can possibly move mypy from pre-commit to a github action run only in
......
runtime/rust/Cargo.toml
View file @ 03b0101e
...@@ -3,7 +3,9 @@ name = "triton-distributed" ...@@ -3,7 +3,9 @@ name = "triton-distributed"
version = "0.1.1" version = "0.1.1"
edition = "2021" edition = "2021"
authors = ["NVIDIA"] authors = ["NVIDIA"]
license = "Apache-2.0"
homepage = "https://github.com/triton-inference-server/triton_distributed" homepage = "https://github.com/triton-inference-server/triton_distributed"
repository = "https://github.com/triton-inference-server/triton_distributed"
[dependencies] [dependencies]
# workspace - when we expand to multiple crates; put these in the workspace # workspace - when we expand to multiple crates; put these in the workspace
......
runtime/rust/python-wheel/.gitignore 0 → 100644
View file @ 03b0101e
/target
python/triton_distributed/*.so
runtime/rust/python-wheel/Cargo.lock 0 → 100644
View file @ 03b0101e
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dependencies = [
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source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1e38bc4d79ed67fd075bcc251a1c39b32a1776bbe92e5bef1f0bf1f8c531853b"
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checksum = "9b724f72796e036ab90c1021d4780d4d3d648aca59e491e6b98e725b84e99973"
dependencies = [
"windows_aarch64_gnullvm",
"windows_aarch64_msvc",
"windows_i686_gnu",
"windows_i686_gnullvm",
"windows_i686_msvc",
"windows_x86_64_gnu",
"windows_x86_64_gnullvm",
"windows_x86_64_msvc",
]
[[package]]
name = "windows_aarch64_gnullvm"
version = "0.52.6"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
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source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
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name = "windows_i686_gnu"
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source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
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checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
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checksum = "7e49d2d35d3fad69b39b94139037ecfb4f359f08958b9c11e7315ce770462419"
dependencies = [
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]
[[package]]
name = "wit-bindgen-rt"
version = "0.33.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "3268f3d866458b787f390cf61f4bbb563b922d091359f9608842999eaee3943c"
dependencies = [
"bitflags",
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source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "d1890f4022759daae28ed4fe62859b1236caebfc61ede2f63ed4e695f3f6d936"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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[[package]]
name = "xxhash-rust"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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name = "yansi"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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[[package]]
name = "yoke"
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source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "120e6aef9aa629e3d4f52dc8cc43a015c7724194c97dfaf45180d2daf2b77f40"
dependencies = [
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[[package]]
name = "yoke-derive"
version = "0.7.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "2380878cad4ac9aac1e2435f3eb4020e8374b5f13c296cb75b4620ff8e229154"
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name = "zerocopy"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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name = "zerocopy-derive"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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version = "0.1.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
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name = "zeroize"
version = "1.8.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
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name = "zerovec"
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source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "aa2b893d79df23bfb12d5461018d408ea19dfafe76c2c7ef6d4eba614f8ff079"
dependencies = [
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name = "zerovec-derive"
version = "0.10.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6eafa6dfb17584ea3e2bd6e76e0cc15ad7af12b09abdd1ca55961bed9b1063c6"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.98",
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runtime/rust/python-wheel/Cargo.toml 0 → 100644
View file @ 03b0101e
[package]
name = "triton_distributed_py3"
version = "0.1.1"
edition = "2021"
authors = ["NVIDIA"]
license = "Apache-2.0"
homepage = "https://github.com/triton-inference-server/triton_distributed"
repository = "https://github.com/triton-inference-server/triton_distributed"
[lib]
path = "rust/lib.rs"
name = "_core"
# "cdylib" is necessary to produce a shared library for Python to import from.
crate-type = ["cdylib"]
[dependencies]
triton-distributed = { version = "0.1.1", path = "../" }
futures = "0.3"
once_cell = "1"
serde = "1"
serde_json = "1.0.138"
tokio = { version = "1", features = ["full"] }
tokio-stream = "0"
tracing = "0"
# "extension-module" tells pyo3 we want to build an extension module (skips linking against libpython.so)
# "abi3-py39" tells pyo3 (and maturin) to build using the stable ABI with minimum Python version 3.9
pyo3 = { version = "0.23.4", default-features = false, features = [
"macros",
"experimental-async",
"experimental-inspect",
"extension-module",
"py-clone",
] }
pyo3-async-runtimes = { version = "0.23.0", default-features = false, features = [
"attributes",
"testing",
"tokio-runtime",
"unstable-streams",
] }
pythonize = "0.23"
runtime/rust/python-wheel/examples/bls/bar.py 0 → 100644
View file @ 03b0101e
import asyncio
import uvloop
from triton_distributed_rs import DistributedRuntime, triton_worker
uvloop.install()
class RequestHandler:
async def generate(self, request):
for char in request:
yield char
yield char
@triton_worker()
async def worker(runtime: DistributedRuntime):
component = runtime.namespace("examples/bls").component("bar")
await component.create_service()
endpoint = component.endpoint("generate")
await endpoint.serve_endpoint(RequestHandler().generate)
asyncio.run(worker())
runtime/rust/python-wheel/examples/bls/bls.py 0 → 100644
View file @ 03b0101e
import asyncio
import uvloop
from triton_distributed_rs import DistributedRuntime, triton_worker
uvloop.install()
@triton_worker()
async def worker(runtime: DistributedRuntime):
foo = (
await runtime.namespace("examples/bls")
.component("foo")
.endpoint("generate")
.client()
)
bar = (
await runtime.namespace("examples/bls")
.component("bar")
.endpoint("generate")
.client()
)
# hello world showed us the client has a .generate, which uses the default load balancer
# however, you can explicitly opt-in to client side load balancing by using the `round_robin`
# or `random` methods on client. note - there is a direct method as well, but that is for a
# router example
async for char in await foo.round_robin("hello world"):
# the responses are sse-style responses, so we extract the data key
async for x in await bar.random(char.get("data")):
print(x)
asyncio.run(worker())
runtime/rust/python-wheel/examples/bls/foo.py 0 → 100644
View file @ 03b0101e
import asyncio
import uvloop
from triton_distributed_rs import DistributedRuntime, triton_worker
uvloop.install()
class RequestHandler:
async def generate(self, request):
for char in request:
yield char
@triton_worker()
async def worker(runtime: DistributedRuntime):
component = runtime.namespace("examples/bls").component("foo")
await component.create_service()
endpoint = component.endpoint("generate")
await endpoint.serve_endpoint(RequestHandler().generate)
asyncio.run(worker())
runtime/rust/python-wheel/examples/error_handling/client.py 0 → 100644
View file @ 03b0101e
import asyncio
import uvloop
from triton_distributed_rs import DistributedRuntime, triton_worker
@triton_worker()
async def worker(runtime: DistributedRuntime):
await init(runtime, "triton-init")
async def init(runtime: DistributedRuntime, ns: str):
"""
Instantiate a `backend` client and call the `generate` endpoint
"""
# get endpoint
endpoint = runtime.namespace(ns).component("backend").endpoint("generate")
# create client
client = await endpoint.client()
# wait for an endpoint to be ready
await client.wait_for_endpoints()
# issue request
stream = await client.generate("hello world")
error_count = 0
try:
# process response
async for char in stream:
print(char)
except ValueError:
error_count += 1
pass
finally:
assert error_count == 1
stream = await client.generate("hello earth", annotated=False)
async for char in stream:
print(char)
if __name__ == "__main__":
uvloop.install()
asyncio.run(worker())
runtime/rust/python-wheel/examples/error_handling/run.py 0 → 100644
View file @ 03b0101e
import asyncio
import random
import string
import uvloop
from client import init as client_init
from server import init as server_init
from triton_distributed_rs import DistributedRuntime, triton_worker
def random_string(length=10):
chars = string.ascii_letters + string.digits # a-z, A-Z, 0-9
return "".join(random.choices(chars, k=length))
@triton_worker()
async def worker(runtime: DistributedRuntime):
ns = random_string()
task = asyncio.create_task(server_init(runtime, ns))
await client_init(runtime, ns)
runtime.shutdown()
await task
if __name__ == "__main__":
uvloop.install()
asyncio.run(worker())
runtime/rust/python-wheel/examples/error_handling/server.py 0 → 100644
View file @ 03b0101e
import asyncio
import uvloop
from triton_distributed_rs import DistributedRuntime, triton_worker
class RequestHandler:
"""
Request handler for the generate endpoint
"""
async def generate(self, request):
print(f"Received request: {request}")
for char in request:
if char == "w":
raise ValueError("w is not allowed")
yield char
@triton_worker()
async def worker(runtime: DistributedRuntime):
await init(runtime, "triton-init")
async def init(runtime: DistributedRuntime, ns: str):
"""
Instantiate a `backend` component and serve the `generate` endpoint
A `Component` can serve multiple endpoints
"""
component = runtime.namespace(ns).component("backend")
await component.create_service()
endpoint = component.endpoint("generate")
print("Started server instance")
await endpoint.serve_endpoint(RequestHandler().generate)
if __name__ == "__main__":
uvloop.install()
asyncio.run(worker())
runtime/rust/python-wheel/examples/hello_world/client.py 0 → 100644
View file @ 03b0101e
import asyncio
import uvloop
from triton_distributed_rs import DistributedRuntime, triton_worker
@triton_worker()
async def worker(runtime: DistributedRuntime):
await init(runtime, "triton-init")
async def init(runtime: DistributedRuntime, ns: str):
"""
Instantiate a `backend` client and call the `generate` endpoint
"""
# get endpoint
endpoint = runtime.namespace(ns).component("backend").endpoint("generate")
# create client
client = await endpoint.client()
# wait for an endpoint to be ready
await client.wait_for_endpoints()
# issue request
stream = await client.generate("hello world")
# process the stream
async for char in stream:
print(char)
if __name__ == "__main__":
uvloop.install()
asyncio.run(worker())
runtime/rust/python-wheel/examples/hello_world/run.py 0 → 100644
View file @ 03b0101e
import asyncio
import random
import string
import uvloop
from client import init as client_init
from server import init as server_init
from triton_distributed_rs import DistributedRuntime, triton_worker
def random_string(length=10):
chars = string.ascii_letters + string.digits # a-z, A-Z, 0-9
return "".join(random.choices(chars, k=length))
@triton_worker()
async def worker(runtime: DistributedRuntime):
ns = random_string()
task = asyncio.create_task(server_init(runtime, ns))
await client_init(runtime, ns)
runtime.shutdown()
await task
if __name__ == "__main__":
uvloop.install()
asyncio.run(worker())
runtime/rust/python-wheel/examples/hello_world/server.py 0 → 100644
View file @ 03b0101e
import asyncio
import uvloop
from triton_distributed_rs import DistributedRuntime, triton_worker
class RequestHandler:
"""
Request handler for the generate endpoint
"""
async def generate(self, request):
print(f"Received request: {request}")
for char in request:
yield char
@triton_worker()
async def worker(runtime: DistributedRuntime):
await init(runtime, "triton-init")
async def init(runtime: DistributedRuntime, ns: str):
"""
Instantiate a `backend` component and serve the `generate` endpoint
A `Component` can serve multiple endpoints
"""
component = runtime.namespace(ns).component("backend")
await component.create_service()
endpoint = component.endpoint("generate")
print("Started server instance")
await endpoint.serve_endpoint(RequestHandler().generate)
if __name__ == "__main__":
uvloop.install()
asyncio.run(worker())
runtime/rust/python-wheel/examples/pipeline/backend.py 0 → 100644
View file @ 03b0101e
import asyncio
import uvloop
from triton_distributed_rs import DistributedRuntime, triton_worker
uvloop.install()
class RequestHandler:
async def generate(self, request):
request = f"{request}-back"
for char in request:
yield char
@triton_worker()
async def worker(runtime: DistributedRuntime):
component = runtime.namespace("examples/pipeline").component("backend")
await component.create_service()
endpoint = component.endpoint("generate")
await endpoint.serve_endpoint(RequestHandler().generate)
asyncio.run(worker())
runtime/rust/python-wheel/examples/pipeline/frontend.py 0 → 100644
View file @ 03b0101e
import asyncio
import uvloop
from triton_distributed_rs import DistributedRuntime, triton_worker
uvloop.install()
class RequestHandler:
def __init__(self, next):
self.next = next
async def generate(self, request):
request = f"{request} front"
async for output in await self.next.round_robin(request):
yield output.get("data")
@triton_worker()
async def worker(runtime: DistributedRuntime):
# client to the next component - in this case the middle component
next = (
await runtime.namespace("examples/pipeline")
.component("middle")
.endpoint("generate")
.client()
)
# create endpoint service for frontend component
component = runtime.namespace("examples/pipeline").component("frontend")
await component.create_service()
endpoint = component.endpoint("generate")
handler = RequestHandler(next)
await endpoint.serve_endpoint(handler.generate)
asyncio.run(worker())
runtime/rust/python-wheel/examples/pipeline/middle.py 0 → 100644
View file @ 03b0101e
import asyncio
import uvloop
from triton_distributed_rs import DistributedRuntime, triton_worker
uvloop.install()
class RequestHandler:
def __init__(self, backend):
self.backend = backend
async def generate(self, request):
request = f"{request}-mid"
async for output in await self.backend.random(request):
yield output.get("data")
@triton_worker()
async def worker(runtime: DistributedRuntime):
# client to backend
backend = (
await runtime.namespace("examples/pipeline")
.component("backend")
.endpoint("generate")
.client()
)
# create endpoint service for middle component
component = runtime.namespace("examples/pipeline").component("middle")
await component.create_service()
endpoint = component.endpoint("generate")
await endpoint.serve_endpoint(RequestHandler(backend).generate)
asyncio.run(worker())
runtime/rust/python-wheel/examples/pipeline/pipeline.py 0 → 100644
View file @ 03b0101e
import asyncio
import uvloop
from triton_distributed_rs import DistributedRuntime, triton_worker
uvloop.install()
@triton_worker()
async def worker(runtime: DistributedRuntime):
"""
# Pipeline Example
This example demonstrates how to create a pipeline of components:
- `frontend` call `middle` which calls `backend`
- each component transforms the request before passing it to the backend
"""
pipeline = (
await runtime.namespace("examples/pipeline")
.component("frontend")
.endpoint("generate")
.client()
)
async for char in await pipeline.round_robin("hello from"):
print(char)
asyncio.run(worker())
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