diff --git a/.github/workflows/publish_release.yml b/.github/workflows/publish_release.yml index 03662d1b7..25535654c 100644 --- a/.github/workflows/publish_release.yml +++ b/.github/workflows/publish_release.yml @@ -44,7 +44,7 @@ jobs: # Setup Tensor Engine dependencies setup_tensor_engine - cargo install --path monarch_hyperactor + cargo install --path monarch_hyperactor_bin # Build wheel export MONARCH_PACKAGE_NAME="torchmonarch" diff --git a/.github/workflows/test-gpu-python.yml b/.github/workflows/test-gpu-python.yml index 493356ebc..e30daba8d 100644 --- a/.github/workflows/test-gpu-python.yml +++ b/.github/workflows/test-gpu-python.yml @@ -36,8 +36,8 @@ jobs: # Source common setup functions source scripts/common-setup.sh - # Setup test environment - setup_test_environment + # Setup conda environment + setup_conda_environment # Setup Tensor Engine dependencies setup_tensor_engine @@ -52,13 +52,15 @@ jobs: # Install the built wheel from artifact install_wheel_from_artifact + # Install test dependencies (without triggering a build) + install_python_test_dependencies + # tests the type_assert statements in test_python_actor are correct # pyre currently does not check these assertions pyright python/tests/test_python_actors.py # Run GPU Python tests split into 10 groups sequentially # Each group runs separately with process cleanup in between - pip install pytest-split # Run tests with test_actor_error disabled run_test_groups 0 diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml index 495f371f6..8d5ce795e 100644 --- a/.github/workflows/wheels.yml +++ b/.github/workflows/wheels.yml @@ -44,7 +44,7 @@ jobs: # Setup Tensor Engine dependencies setup_tensor_engine - cargo install --path monarch_hyperactor + cargo install --path monarch_hyperactor_bin --no-default-features # Build wheel export MONARCH_PACKAGE_NAME="torchmonarch-nightly" diff --git a/.python-version b/.python-version new file mode 100644 index 000000000..e4fba2183 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.12 diff --git a/Cargo.toml b/Cargo.toml index 3fcb6971e..2f5390070 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -13,6 +13,7 @@ members = [ "monarch_conda", "monarch_extension", "monarch_hyperactor", + "monarch_hyperactor_bin", "monarch_messages", "monarch_perfetto_trace", "monarch_rdma", diff --git a/README.md b/README.md index f438fe13a..4023e4ab5 100644 --- a/README.md +++ b/README.md @@ -3,12 +3,18 @@ **Monarch** is a distributed programming framework for PyTorch based on scalable actor messaging. It provides: -1. Remote actors with scalable messaging: Actors are grouped into collections called meshes and messages can be broadcast to all members. -2. Fault tolerance through supervision trees: Actors and processes form a tree and failures propagate up the tree, providing good default error behavior and enabling fine-grained fault recovery. -3. Point-to-point RDMA transfers: cheap registration of any GPU or CPU memory in a process, with the one-sided transfers based on libibverbs -4. Distributed tensors: actors can work with tensor objects sharded across processes - -Monarch code imperatively describes how to create processes and actors using a simple python API: +1. Remote actors with scalable messaging: Actors are grouped into collections + called meshes and messages can be broadcast to all members. +2. Fault tolerance through supervision trees: Actors and processes form a tree + and failures propagate up the tree, providing good default error behavior and + enabling fine-grained fault recovery. +3. Point-to-point RDMA transfers: cheap registration of any GPU or CPU memory in + a process, with the one-sided transfers based on libibverbs +4. Distributed tensors: actors can work with tensor objects sharded across + processes + +Monarch code imperatively describes how to create processes and actors using a +simple python API: ```python from monarch.actor import Actor, endpoint, this_host @@ -33,8 +39,9 @@ fut = trainers.train.call(step=0) fut.get() ``` - -The [introduction to monarch concepts](https://meta-pytorch.org/monarch/generated/examples/getting_started.html) provides an introduction to using these features. +The +[introduction to monarch concepts](https://meta-pytorch.org/monarch/generated/examples/getting_started.html) +provides an introduction to using these features. > ⚠️ **Early Development Warning** Monarch is currently in an experimental > stage. You should expect bugs, incomplete features, and APIs that may change @@ -45,16 +52,21 @@ The [introduction to monarch concepts](https://meta-pytorch.org/monarch/generate ## 📖 Documentation -View Monarch's hosted documentation [at this link](https://meta-pytorch.org/monarch/). +View Monarch's hosted documentation +[at this link](https://meta-pytorch.org/monarch/). ## Installation -Note for running distributed tensors and RDMA, the local torch version must match the version that monarch was built with. -Stable and nightly distributions require libmxl and libibverbs (runtime). + +Note for running distributed tensors and RDMA, the local torch version must +match the version that monarch was built with. Stable and nightly distributions +require libmxl and libibverbs (runtime). ## Fedora + `sudo dnf install -y libibverbs rdma-core libmlx5 libibverbs-devel rdma-core-devel` ## Ubuntu + `sudo apt install -y rdma-core libibverbs1 libmlx5-1 libibverbs-dev` ### Stable @@ -64,14 +76,15 @@ Stable and nightly distributions require libmxl and libibverbs (runtime). torchmonarch stable is built with the latest stable torch. ### Nightly + `pip install torchmonarch-nightly` torchmonarch-nightly is built with torch nightly. ### Build and Install from Source -If you're building Monarch from source, you should be building it with the nightly PyTorch as well for ABI compatibility. - +If you're building Monarch from source, you should be building it with the +nightly PyTorch as well for ABI compatibility. #### On Fedora distributions @@ -161,10 +174,11 @@ pip list | grep monarch #### On non-CUDA machines -You can also build Monarch to run on non-CUDA machines, e.g. locally on a MacOS system. - -Note that this does not support tensor engine, which is tied to CUDA and RDMA (via ibverbs). +You can also build Monarch to run on non-CUDA machines, e.g. locally on a MacOS +system. +Note that this does not support tensor engine, which is tied to CUDA and RDMA +(via ibverbs). ```sh @@ -180,8 +194,6 @@ rustup default nightly # Install build dependencies pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cpu pip install -r build-requirements.txt -# Install test dependencies -pip install -r python/tests/requirements.txt # Build and install Monarch USE_TENSOR_ENGINE=0 pip install --no-build-isolation . @@ -192,10 +204,10 @@ USE_TENSOR_ENGINE=0 pip install --no-build-isolation -e . pip list | grep monarch ``` - ## Running examples -Check out the `examples/` directory for demonstrations of how to use Monarch's APIs. +Check out the `examples/` directory for demonstrations of how to use Monarch's +APIs. We'll be adding more examples as we stabilize and polish functionality! @@ -205,6 +217,7 @@ We have both Rust and Python unit tests. Rust tests are run with `cargo-nextest` and Python tests are run with `pytest`. Rust tests: + ```sh # We use cargo-nextest to run our tests, as they can provide strong process isolation # between every test. @@ -213,12 +226,14 @@ Rust tests: cargo install cargo-nextest --locked cargo nextest run ``` + cargo-nextest supports all of the filtering flags of "cargo test". Python tests: + ```sh -# Make sure to install test dependencies first -pip install -r python/tests/requirements.txt +# Install test dependencies if not already installed +pip install -e '.[test]' # Run unit tests. consider -s for more verbose output pytest python/tests/ -v -m "not oss_skip" ``` diff --git a/monarch_extension/Cargo.toml b/monarch_extension/Cargo.toml index 26f90b908..c3e623e65 100644 --- a/monarch_extension/Cargo.toml +++ b/monarch_extension/Cargo.toml @@ -30,7 +30,7 @@ monarch_rdma_extension = { version = "0.0.0", path = "../monarch_rdma/extension" monarch_tensor_worker = { version = "0.0.0", path = "../monarch_tensor_worker", optional = true } nccl-sys = { path = "../nccl-sys", optional = true } ndslice = { version = "0.0.0", path = "../ndslice" } -pyo3 = { version = "0.24", features = ["anyhow", "multiple-pymethods", "py-clone"] } +pyo3 = { version = "0.24", features = ["anyhow", "extension-module", "multiple-pymethods", "py-clone"] } rdmaxcel-sys = { path = "../rdmaxcel-sys", optional = true } serde = { version = "1.0.219", features = ["derive", "rc"] } tokio = { version = "1.47.1", features = ["full", "test-util", "tracing"] } diff --git a/monarch_hyperactor/Cargo.toml b/monarch_hyperactor/Cargo.toml index 6ff3dc44b..9f0301bac 100644 --- a/monarch_hyperactor/Cargo.toml +++ b/monarch_hyperactor/Cargo.toml @@ -1,4 +1,4 @@ -# @generated by autocargo from //monarch/monarch_hyperactor:[monarch_hyperactor,monarch_hyperactor_test_bootstrap,process_allocator-oss,test_monarch_hyperactor] +# @generated by autocargo from //monarch/monarch_hyperactor:[monarch_hyperactor,test_monarch_hyperactor] [package] name = "monarch_hyperactor" @@ -7,15 +7,6 @@ authors = ["Meta"] edition = "2021" license = "BSD-3-Clause" -[[bin]] -name = "monarch_hyperactor_test_bootstrap" -path = "test/bootstrap.rs" -edition = "2024" - -[[bin]] -name = "process_allocator" -edition = "2024" - [[test]] name = "test_monarch_hyperactor" path = "tests/lib.rs" @@ -26,7 +17,6 @@ async-once-cell = "0.4.2" async-trait = "0.1.86" bincode = "1.3.3" bytes = { version = "1.10", features = ["serde"] } -clap = { version = "4.5.42", features = ["derive", "env", "string", "unicode", "wrap_help"] } erased-serde = "0.4.9" fastrand = "2.1.1" fbinit = { version = "0.2.0", git = "https://github.com/facebookexperimental/rust-shed.git", branch = "main" } @@ -39,7 +29,6 @@ hyperactor_telemetry = { version = "0.0.0", path = "../hyperactor_telemetry" } inventory = "0.3.21" lazy_errors = "0.10.1" lazy_static = "1.5" -libc = "0.2.139" monarch_conda = { version = "0.0.0", path = "../monarch_conda" } monarch_types = { version = "0.0.0", path = "../monarch_types" } ndslice = { version = "0.0.0", path = "../ndslice" } @@ -61,7 +50,7 @@ buck-resources = "1" dir-diff = "0.3" [features] -default = [] +default = ["pyo3/extension-module"] packaged_rsync = [] [lints] diff --git a/monarch_hyperactor_bin/Cargo.toml b/monarch_hyperactor_bin/Cargo.toml new file mode 100644 index 000000000..1cdbfe086 --- /dev/null +++ b/monarch_hyperactor_bin/Cargo.toml @@ -0,0 +1,31 @@ +# @generated by autocargo from //monarch/monarch_hyperactor_bin:[monarch_hyperactor_test_bootstrap,process_allocator-oss] + +[package] +name = "monarch_monarch_hyperactor_bin" +version = "0.0.0" +authors = ["Meta"] +edition = "2021" +license = "BSD-3-Clause" + +[[bin]] +name = "monarch_hyperactor_test_bootstrap" +path = "test/bootstrap.rs" +edition = "2024" + +[[bin]] +name = "process_allocator" +edition = "2024" + +[dependencies] +anyhow = "1.0.98" +clap = { version = "4.5.42", features = ["derive", "env", "string", "unicode", "wrap_help"] } +hyperactor = { version = "0.0.0", path = "../hyperactor" } +hyperactor_mesh = { version = "0.0.0", path = "../hyperactor_mesh" } +libc = "0.2.139" +monarch_hyperactor = { version = "0.0.0", path = "../monarch_hyperactor", default-features = false } +pyo3 = { version = "0.24", features = ["anyhow", "multiple-pymethods", "py-clone"] } +tokio = { version = "1.47.1", features = ["full", "test-util", "tracing"] } +tracing = { version = "0.1.41", features = ["attributes", "valuable"] } + +[dev-dependencies] +ndslice = { version = "0.0.0", path = "../ndslice" } diff --git a/monarch_hyperactor/src/bin/process_allocator/common.rs b/monarch_hyperactor_bin/src/bin/process_allocator/common.rs similarity index 100% rename from monarch_hyperactor/src/bin/process_allocator/common.rs rename to monarch_hyperactor_bin/src/bin/process_allocator/common.rs diff --git a/monarch_hyperactor/src/bin/process_allocator/main.rs b/monarch_hyperactor_bin/src/bin/process_allocator/main.rs similarity index 100% rename from monarch_hyperactor/src/bin/process_allocator/main.rs rename to monarch_hyperactor_bin/src/bin/process_allocator/main.rs diff --git a/monarch_hyperactor/test/bootstrap.rs b/monarch_hyperactor_bin/test/bootstrap.rs similarity index 100% rename from monarch_hyperactor/test/bootstrap.rs rename to monarch_hyperactor_bin/test/bootstrap.rs diff --git a/monarch_messages/Cargo.toml b/monarch_messages/Cargo.toml index 9686a5162..4d1699a2d 100644 --- a/monarch_messages/Cargo.toml +++ b/monarch_messages/Cargo.toml @@ -14,10 +14,13 @@ enum-as-inner = "0.6.0" hyperactor = { version = "0.0.0", path = "../hyperactor" } monarch_types = { version = "0.0.0", path = "../monarch_types" } ndslice = { version = "0.0.0", path = "../ndslice" } -pyo3 = { version = "0.24", features = ["anyhow", "multiple-pymethods", "py-clone"] } +pyo3 = { version = "0.24", features = ["anyhow", "extension-module", "multiple-pymethods", "py-clone"] } serde = { version = "1.0.219", features = ["derive", "rc"] } serde_bytes = "0.11" thiserror = "2.0.12" torch-sys-cuda = { version = "0.0.0", path = "../torch-sys-cuda" } torch-sys2 = { version = "0.0.0", path = "../torch-sys2" } tracing = { version = "0.1.41", features = ["attributes", "valuable"] } + +[features] +default = [] diff --git a/monarch_rdma/extension/Cargo.toml b/monarch_rdma/extension/Cargo.toml index 33e2f3b9a..0ac2c7132 100644 --- a/monarch_rdma/extension/Cargo.toml +++ b/monarch_rdma/extension/Cargo.toml @@ -18,7 +18,10 @@ hyperactor = { version = "0.0.0", path = "../../hyperactor" } hyperactor_mesh = { version = "0.0.0", path = "../../hyperactor_mesh" } monarch_hyperactor = { version = "0.0.0", path = "../../monarch_hyperactor" } monarch_rdma = { version = "0.0.0", path = ".." } -pyo3 = { version = "0.24", features = ["anyhow", "multiple-pymethods", "py-clone"] } +pyo3 = { version = "0.24", features = ["anyhow", "extension-module", "multiple-pymethods", "py-clone"] } serde = { version = "1.0.219", features = ["derive", "rc"] } serde_json = { version = "1.0.140", features = ["alloc", "float_roundtrip", "raw_value", "unbounded_depth"] } tracing = { version = "0.1.41", features = ["attributes", "valuable"] } + +[features] +default = [] diff --git a/monarch_tensor_worker/Cargo.toml b/monarch_tensor_worker/Cargo.toml index 2eb81c532..59d1013b0 100644 --- a/monarch_tensor_worker/Cargo.toml +++ b/monarch_tensor_worker/Cargo.toml @@ -20,7 +20,7 @@ monarch_messages = { version = "0.0.0", path = "../monarch_messages" } monarch_types = { version = "0.0.0", path = "../monarch_types" } ndslice = { version = "0.0.0", path = "../ndslice" } parking_lot = { version = "0.12.1", features = ["send_guard"] } -pyo3 = { version = "0.24", features = ["anyhow", "multiple-pymethods", "py-clone"] } +pyo3 = { version = "0.24", features = ["anyhow", "extension-module", "multiple-pymethods", "py-clone"] } serde = { version = "1.0.219", features = ["derive", "rc"] } sorted-vec = "0.8.3" tokio = { version = "1.47.1", features = ["full", "test-util", "tracing"] } @@ -32,3 +32,6 @@ tracing-subscriber = { version = "0.3.20", features = ["chrono", "env-filter", " [dev-dependencies] rand = { version = "0.8", features = ["small_rng"] } timed_test = { version = "0.0.0", path = "../timed_test" } + +[features] +default = [] diff --git a/monarch_types/Cargo.toml b/monarch_types/Cargo.toml index 01be830bb..0ebf878ff 100644 --- a/monarch_types/Cargo.toml +++ b/monarch_types/Cargo.toml @@ -10,7 +10,7 @@ license = "BSD-3-Clause" [dependencies] derive_more = { version = "1.0.0", features = ["full"] } hyperactor = { version = "0.0.0", path = "../hyperactor" } -pyo3 = { version = "0.24", features = ["anyhow", "multiple-pymethods", "py-clone"] } +pyo3 = { version = "0.24", features = ["anyhow", "extension-module", "multiple-pymethods", "py-clone"] } serde = { version = "1.0.219", features = ["derive", "rc"] } serde_bytes = "0.11" @@ -18,3 +18,6 @@ serde_bytes = "0.11" anyhow = "1.0.98" timed_test = { version = "0.0.0", path = "../timed_test" } tokio = { version = "1.47.1", features = ["full", "test-util", "tracing"] } + +[features] +default = [] diff --git a/pyproject.toml b/pyproject.toml index 8493c4820..63dcb942e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,5 +1,103 @@ -[tool.pytest.ini_options] +# Build system configuration - PEP 517/518 +[build-system] +requires = ["setuptools>=64", "setuptools-rust", "wheel", "numpy"] +build-backend = "setuptools.build_meta" + +[project] +name = "monarch" +version = "0.0.1" +description = "Monarch: Single controller library" +readme = "README.md" +requires-python = ">=3.10" +license = "BSD-3-Clause" +authors = [ + {name = "Meta", email = "oncall+monarch@xmail.facebook.com"} +] + +dependencies = [ + "pyzmq", + "requests", + "numpy", + "pyre-extensions", + "typing-extensions>=4.12", + "cloudpickle", + "torchx-nightly", + "lark", + "tabulate", + "opentelemetry-api", + "clusterscope", + "torch", +] + +# PyTorch nightly build indices for different platforms +# To use a different nightly, change the index in [tool.uv.sources] below +# or use: uv pip install --extra-index-url https://download.pytorch.org/whl/nightly/{platform} torch +[[tool.uv.index]] +name = "pytorch-cu126" +url = "https://download.pytorch.org/whl/cu126" +explicit = true + +[[tool.uv.index]] +name = "pytorch-cu128" +url = "https://download.pytorch.org/whl/cu128" +explicit = true + +[[tool.uv.index]] +name = "pytorch-cu130" +url = "https://download.pytorch.org/whl/cu130" +explicit = true + +[[tool.uv.index]] +name = "pytorch-cpu" +url = "https://download.pytorch.org/whl/cpu" +explicit = true + +[tool.uv.sources] +# Override with: uv sync --extra-index-url https://download.pytorch.org/whl/nightly/{platform} e.g. +# uv sync --extra-index-url https://download.pytorch.org/whl/nightly/cu128 +torch = { index = "pytorch-cu128" } +# Configure uv for torch nightly builds +[tool.uv] +prerelease = "allow" # Required for torch nightly builds (pre-release versions) +required-environments = ["sys_platform == 'linux'"] # Force resolution for Linux x86_64 +python-preference = "managed" # Use uv-managed Python installations +python-downloads = "automatic" # Automatically download Python if needed + +[project.optional-dependencies] +examples = [ + "bs4", + "ipython", +] +test = [ + "pytest", + "pytest-timeout", + "pytest-asyncio", + "pytest-xdist", + "pyright", +] + +# Modern dependency groups for uv +[dependency-groups] +dev = [ + "pytest>=7.0", + "pytest-timeout>=2.0", + "pytest-asyncio>=0.21", + "pytest-xdist>=3.0", + "pyright>=1.1", +] + +[project.scripts] +monarch = "monarch.tools.cli:main" +monarch_bootstrap = "monarch._src.actor.bootstrap_main:invoke_main" + +[tool.setuptools] +packages = {find = {where = ["python"], exclude = ["tests*", "tests.*"]}} + +[tool.setuptools.package-dir] +"" = "python" + +[tool.pytest.ini_options] markers = [ "oss_skip: marks tests to skip in OSS CI", ] diff --git a/scripts/common-setup.sh b/scripts/common-setup.sh index 272da3e53..05ff5323e 100755 --- a/scripts/common-setup.sh +++ b/scripts/common-setup.sh @@ -20,6 +20,14 @@ setup_conda_environment() { python -m pip install --upgrade pip } +# Install uv for fast package management +install_uv() { + echo "Installing uv..." + curl -LsSf https://astral.sh/uv/install.sh | sh + export PATH="$HOME/.local/bin:$PATH" + uv --version +} + # Install system-level dependencies install_system_dependencies() { echo "Installing system dependencies..." @@ -49,7 +57,7 @@ setup_rust_toolchain() { # Install Python test dependencies install_python_test_dependencies() { echo "Installing test dependencies..." - pip install -r python/tests/requirements.txt + pip install pytest pytest-timeout pytest-asyncio pytest-xdist pyright pytest-split dnf install -y rsync # required for code sync tests } @@ -109,12 +117,13 @@ setup_pytorch_with_headers() { ls -la "$LIBTORCH_ROOT/lib/lib"*.so | head -5 || echo "No .so files found" } -# Common setup for build workflows (environment + system deps + rust) +# Common setup for build workflows (environment + system deps + rust + uv) setup_build_environment() { local python_version=${1:-3.10} setup_conda_environment "${python_version}" install_system_dependencies setup_rust_toolchain + install_uv } # Detect and configure CUDA environment for linking diff --git a/setup.py b/setup.py index 25d4e1e18..7fe6559d9 100644 --- a/setup.py +++ b/setup.py @@ -11,7 +11,7 @@ import sys import sysconfig -from setuptools import Command, find_packages, setup +from setuptools import Command, setup from setuptools.command.build_ext import build_ext from setuptools.extension import Extension @@ -95,15 +95,69 @@ def detect_cxx11_abi(): return 1 -# Get torch paths and settings -torch_paths = find_torch_paths() -TORCH_LIB_PATH = torch_paths["lib_path"] -torch_include_paths = torch_paths["include_paths"] -CUDA_HOME = find_cuda_home() -cxx11_abi = detect_cxx11_abi() +# Check if tensor_engine feature is enabled +# Set to "0" to skip building CUDA/tensor components and avoid torch dependency +USE_TENSOR_ENGINE = os.environ.get("USE_TENSOR_ENGINE", "1") == "1" + +# Get torch paths and settings (only if needed for tensor_engine) +# Torch might not be available in two scenarios: +# 1. Building without tensor_engine (USE_TENSOR_ENGINE=0) +# 2. Running 'uv sync' or 'pip install' before torch is installed (build happens before dependencies) +if USE_TENSOR_ENGINE: + try: + torch_paths = find_torch_paths() + TORCH_LIB_PATH = torch_paths["lib_path"] + torch_include_paths = torch_paths["include_paths"] + CUDA_HOME = find_cuda_home() + cxx11_abi = detect_cxx11_abi() + TORCH_AVAILABLE = True + + # Log successful torch detection + print("=" * 80) + print("✓ Building WITH tensor_engine (CUDA/GPU support)") + print(f" - PyTorch found at: {TORCH_LIB_PATH}") + print( + f" - CUDA_HOME: {CUDA_HOME if CUDA_HOME else 'Not found (CPU-only build)'}" + ) + print(f" - C++11 ABI: {'enabled' if cxx11_abi else 'disabled'}") + print("=" * 80) + except RuntimeError as e: + # Torch not installed yet - auto-disable tensor_engine + # This can happen during pip installs with build isolation + print("=" * 80) + print( + "WARNING: torch not found, automatically disabling tensor_engine features" + ) + print(f"Reason: {e}") + print("") + print("If you intended to build with tensor_engine:") + print(" 1. Install torch first: uv pip install torch") + print(" 2. Then install monarch: uv pip install -e .") + print("") + print("To explicitly build without tensor_engine:") + print(" USE_TENSOR_ENGINE=0 uv pip install -e .") + print("=" * 80) + + # Auto-disable tensor_engine to allow build to proceed + USE_TENSOR_ENGINE = False + TORCH_LIB_PATH = None + torch_include_paths = [] + CUDA_HOME = None + cxx11_abi = 1 # Default to new ABI + TORCH_AVAILABLE = False +else: + # Building without tensor_engine - torch not needed + print("=" * 80) + print("Building WITHOUT tensor_engine (CPU-only, no CUDA support)") + print("This is expected for USE_TENSOR_ENGINE=0 builds") + print("=" * 80) + TORCH_LIB_PATH = None + torch_include_paths = [] + CUDA_HOME = None + cxx11_abi = 1 + TORCH_AVAILABLE = False USE_CUDA = CUDA_HOME is not None -USE_TENSOR_ENGINE = os.environ.get("USE_TENSOR_ENGINE", "1") == "1" def create_torch_extension(name, sources): @@ -111,7 +165,7 @@ def create_torch_extension(name, sources): return Extension( name, sources, - extra_compile_args=["-g", "-O3"], + extra_compile_args=["-std=c++17", "-g", "-O3"], libraries=["dl", "c10", "torch", "torch_cpu", "torch_python"], library_dirs=[TORCH_LIB_PATH], include_dirs=[ @@ -128,11 +182,16 @@ def create_torch_extension(name, sources): monarch_cpp_src.append("python/monarch/common/mock_cuda.cpp") # Create C++ extensions using standard Extension instead of CppExtension -common_C = create_torch_extension("monarch.common._C", monarch_cpp_src) -controller_C = create_torch_extension( - "monarch.gradient._gradient_generator", - ["python/monarch/gradient/_gradient_generator.cpp"], -) +# Only create if torch is available +if TORCH_AVAILABLE: + common_C = create_torch_extension("monarch.common._C", monarch_cpp_src) + controller_C = create_torch_extension( + "monarch.gradient._gradient_generator", + ["python/monarch/gradient/_gradient_generator.cpp"], + ) +else: + common_C = None + controller_C = None ENABLE_MSG_LOGGING = ( "--cfg=enable_hyperactor_message_logging" @@ -142,18 +201,31 @@ def create_torch_extension(name, sources): ENABLE_TRACING_UNSTABLE = "--cfg=tracing_unstable" -os.environ.update( - { - "CXXFLAGS": f"-D_GLIBCXX_USE_CXX11_ABI={cxx11_abi}", - "RUSTFLAGS": " ".join( - ["-Zthreads=16", ENABLE_MSG_LOGGING, ENABLE_TRACING_UNSTABLE] - ), - "LIBTORCH_LIB": TORCH_LIB_PATH, - "LIBTORCH_INCLUDE": ":".join(torch_include_paths), - "_GLIBCXX_USE_CXX11_ABI": str(cxx11_abi), - "TORCH_SYS_USE_PYTORCH_APIS": "0", - } -) +# Set environment variables for Rust build (only if torch is available) +if TORCH_AVAILABLE: + os.environ.update( + { + "CXXFLAGS": f"-D_GLIBCXX_USE_CXX11_ABI={cxx11_abi}", + "RUSTFLAGS": " ".join( + ["-Zthreads=16", ENABLE_MSG_LOGGING, ENABLE_TRACING_UNSTABLE] + ), + "LIBTORCH_LIB": TORCH_LIB_PATH, + "LIBTORCH_INCLUDE": ":".join(torch_include_paths), + "_GLIBCXX_USE_CXX11_ABI": str(cxx11_abi), + "TORCH_SYS_USE_PYTORCH_APIS": "0", + } + ) +else: + # Minimal environment when torch is not available + os.environ.update( + { + "CXXFLAGS": f"-D_GLIBCXX_USE_CXX11_ABI={cxx11_abi}", + "RUSTFLAGS": " ".join( + ["-Zthreads=16", ENABLE_MSG_LOGGING, ENABLE_TRACING_UNSTABLE] + ), + "_GLIBCXX_USE_CXX11_ABI": str(cxx11_abi), + } + ) if USE_CUDA: os.environ.update( { @@ -198,12 +270,6 @@ def run(self): subprocess.run(["cargo", "clean"]) -with open("requirements.txt") as f: - reqs = f.read() - -with open("README.md", encoding="utf8") as f: - readme = f.read() - if sys.platform.startswith("linux"): # Always include the active env's lib (Conda-safe) conda_lib = os.path.join(sys.prefix, "lib") @@ -255,8 +321,9 @@ def run(self): rust_extensions.append( RustBin( target="process_allocator", - path="monarch_hyperactor/Cargo.toml", + path="monarch_hyperactor_bin/Cargo.toml", debug=False, + args=["--bin", "process_allocator"], ) ) @@ -275,38 +342,13 @@ def run(self): package_name = os.environ.get("MONARCH_PACKAGE_NAME", "monarch") package_version = os.environ.get("MONARCH_VERSION", "0.0.1") +# Filter out None extensions (when torch is not available) +ext_modules = [ext for ext in [controller_C, common_C] if ext is not None] + setup( name=package_name, version=package_version, - packages=find_packages( - where="python", - exclude=["python/tests.*", "python/tests"], - ), - package_dir={"": "python"}, - python_requires=">= 3.10", - install_requires=reqs.strip().split("\n"), - extras_require={ - "examples": [ - "bs4", - "ipython", - ], - }, - license="BSD-3-Clause", - author="Meta", - author_email="oncall+monarch@xmail.facebook.com", - description="Monarch: Single controller library", - long_description=readme, - long_description_content_type="text/markdown", - ext_modules=[ - controller_C, - common_C, - ], - entry_points={ - "console_scripts": [ - "monarch=monarch.tools.cli:main", - "monarch_bootstrap=monarch._src.actor.bootstrap_main:invoke_main", - ], - }, + ext_modules=ext_modules, rust_extensions=rust_extensions, cmdclass={ "build_ext": build_ext, diff --git a/torch-sys-cuda/Cargo.toml b/torch-sys-cuda/Cargo.toml index b1037d079..cfd818266 100644 --- a/torch-sys-cuda/Cargo.toml +++ b/torch-sys-cuda/Cargo.toml @@ -13,7 +13,7 @@ derive_more = { version = "1.0.0", features = ["full"] } fxhash = "0.2.1" monarch_types = { version = "0.0.0", path = "../monarch_types" } nccl-sys = { path = "../nccl-sys" } -pyo3 = { version = "0.24", features = ["anyhow", "multiple-pymethods", "py-clone"] } +pyo3 = { version = "0.24", features = ["anyhow", "extension-module", "multiple-pymethods", "py-clone"] } serde = { version = "1.0.219", features = ["derive", "rc"] } thiserror = "2.0.12" torch-sys2 = { version = "0.0.0", path = "../torch-sys2" } @@ -23,5 +23,4 @@ build_utils = { path = "../build_utils" } pyo3-build-config = "0.24.2" [features] -cuda = [] -default = ["cuda"] +default = [] diff --git a/torch-sys2/Cargo.toml b/torch-sys2/Cargo.toml index f9d48200e..89ec5d29c 100644 --- a/torch-sys2/Cargo.toml +++ b/torch-sys2/Cargo.toml @@ -9,6 +9,9 @@ license = "BSD-3-Clause" 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