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base repository: rapidsai/cuml
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base: v21.08.02
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head repository: rapidsai/cuml
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compare: main
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Showing 1,661 changed files with 179,577 additions and 125,927 deletions.
1 change: 0 additions & 1 deletion .conda/environments.txt

This file was deleted.

36 changes: 36 additions & 0 deletions .devcontainer/Dockerfile
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# syntax=docker/dockerfile:1.5

ARG BASE
ARG PYTHON_PACKAGE_MANAGER=conda

FROM ${BASE} as pip-base

ENV DEFAULT_VIRTUAL_ENV=rapids
ENV RAPIDS_LIBUCX_PREFER_SYSTEM_LIBRARY=true

RUN apt update -y \
&& DEBIAN_FRONTEND=noninteractive apt install -y \
libblas-dev liblapack-dev \
&& rm -rf /tmp/* /var/tmp/* /var/cache/apt/* /var/lib/apt/lists/*;

FROM ${BASE} as conda-base

ENV DEFAULT_CONDA_ENV=rapids

FROM ${PYTHON_PACKAGE_MANAGER}-base

ARG CUDA
ENV CUDAARCHS="RAPIDS"
ENV CUDA_VERSION="${CUDA_VERSION:-${CUDA}}"

ARG PYTHON_PACKAGE_MANAGER
ENV PYTHON_PACKAGE_MANAGER="${PYTHON_PACKAGE_MANAGER}"

ENV PYTHONSAFEPATH="1"
ENV PYTHONUNBUFFERED="1"
ENV PYTHONDONTWRITEBYTECODE="1"

ENV SCCACHE_REGION="us-east-2"
ENV SCCACHE_BUCKET="rapids-sccache-devs"
ENV AWS_ROLE_ARN="arn:aws:iam::279114543810:role/nv-gha-token-sccache-devs"
ENV HISTFILE="/home/coder/.cache/._bash_history"
35 changes: 35 additions & 0 deletions .devcontainer/README.md
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# cuML Development Containers

This directory contains [devcontainer configurations](https://containers.dev/implementors/json_reference/) for using VSCode to [develop in a container](https://code.visualstudio.com/docs/devcontainers/containers) via the `Remote Containers` [extension](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers) or [GitHub Codespaces](https://github.com/codespaces).

This container is a turnkey development environment for building and testing the cuML C++ and Python libraries.

## Table of Contents

* [Prerequisites](#prerequisites)
* [Host bind mounts](#host-bind-mounts)
* [Launch a Dev Container](#launch-a-dev-container)

## Prerequisites

* [VSCode](https://code.visualstudio.com/download)
* [VSCode Remote Containers extension](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers)

## Host bind mounts

By default, the following directories are bind-mounted into the devcontainer:

* `${repo}:/home/coder/cuml`
* `${repo}/../.aws:/home/coder/.aws`
* `${repo}/../.local:/home/coder/.local`
* `${repo}/../.cache:/home/coder/.cache`
* `${repo}/../.conda:/home/coder/.conda`
* `${repo}/../.config:/home/coder/.config`

This ensures caches, configurations, dependencies, and your commits are persisted on the host across container runs.

## Launch a Dev Container

To launch a devcontainer from VSCode, open the cuML repo and select the "Reopen in Container" button in the bottom right:<br/><img src="https://user-images.githubusercontent.com/178183/221771999-97ab29d5-e718-4e5f-b32f-2cdd51bba25c.png"/>

Alternatively, open the VSCode command palette (typically `cmd/ctrl + shift + P`) and run the "Rebuild and Reopen in Container" command.
42 changes: 42 additions & 0 deletions .devcontainer/cuda11.8-conda/devcontainer.json
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{
"build": {
"context": "${localWorkspaceFolder}/.devcontainer",
"dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
"args": {
"CUDA": "11.8",
"PYTHON_PACKAGE_MANAGER": "conda",
"BASE": "rapidsai/devcontainers:25.02-cpp-cuda11.8-mambaforge-ubuntu22.04"
}
},
"runArgs": [
"--rm",
"--name",
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-25.02-cuda11.8-conda"
],
"hostRequirements": {"gpu": "optional"},
"features": {
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:25.2": {}
},
"overrideFeatureInstallOrder": [
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
],
"initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config,conda/pkgs,conda/${localWorkspaceFolderBasename}-cuda11.8-envs}"],
"postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
"workspaceFolder": "/home/coder",
"workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/cuml,type=bind,consistency=consistent",
"mounts": [
"source=${localWorkspaceFolder}/../.aws,target=/home/coder/.aws,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.conda/pkgs,target=/home/coder/.conda/pkgs,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.conda/${localWorkspaceFolderBasename}-cuda11.8-envs,target=/home/coder/.conda/envs,type=bind,consistency=consistent"
],
"customizations": {
"vscode": {
"extensions": [
"ms-python.flake8",
"nvidia.nsight-vscode-edition"
]
}
}
}
49 changes: 49 additions & 0 deletions .devcontainer/cuda11.8-pip/devcontainer.json
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{
"build": {
"context": "${localWorkspaceFolder}/.devcontainer",
"dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
"args": {
"CUDA": "11.8",
"PYTHON_PACKAGE_MANAGER": "pip",
"BASE": "rapidsai/devcontainers:25.02-cpp-cuda11.8-ucx1.18.0-openmpi-ubuntu22.04"
}
},
"runArgs": [
"--rm",
"--name",
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-25.02-cuda11.8-pip"
],
"hostRequirements": {"gpu": "optional"},
"features": {
"ghcr.io/rapidsai/devcontainers/features/cuda:25.2": {
"version": "11.8",
"installcuBLAS": true,
"installcuSOLVER": true,
"installcuRAND": true,
"installcuSPARSE": true
},
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:25.2": {}
},
"overrideFeatureInstallOrder": [
"ghcr.io/rapidsai/devcontainers/features/cuda",
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
],
"initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config/pip,local/share/${localWorkspaceFolderBasename}-cuda11.8-venvs}"],
"postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
"workspaceFolder": "/home/coder",
"workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/cuml,type=bind,consistency=consistent",
"mounts": [
"source=${localWorkspaceFolder}/../.aws,target=/home/coder/.aws,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.local/share/${localWorkspaceFolderBasename}-cuda11.8-venvs,target=/home/coder/.local/share/venvs,type=bind,consistency=consistent"
],
"customizations": {
"vscode": {
"extensions": [
"ms-python.flake8",
"nvidia.nsight-vscode-edition"
]
}
}
}
42 changes: 42 additions & 0 deletions .devcontainer/cuda12.8-conda/devcontainer.json
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@@ -0,0 +1,42 @@
{
"build": {
"context": "${localWorkspaceFolder}/.devcontainer",
"dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
"args": {
"CUDA": "12.8",
"PYTHON_PACKAGE_MANAGER": "conda",
"BASE": "rapidsai/devcontainers:25.02-cpp-mambaforge-ubuntu22.04"
}
},
"runArgs": [
"--rm",
"--name",
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-25.02-cuda12.8-conda"
],
"hostRequirements": {"gpu": "optional"},
"features": {
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:25.2": {}
},
"overrideFeatureInstallOrder": [
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
],
"initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config,conda/pkgs,conda/${localWorkspaceFolderBasename}-cuda12.8-envs}"],
"postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
"workspaceFolder": "/home/coder",
"workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/cuml,type=bind,consistency=consistent",
"mounts": [
"source=${localWorkspaceFolder}/../.aws,target=/home/coder/.aws,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.conda/pkgs,target=/home/coder/.conda/pkgs,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.conda/${localWorkspaceFolderBasename}-cuda12.8-envs,target=/home/coder/.conda/envs,type=bind,consistency=consistent"
],
"customizations": {
"vscode": {
"extensions": [
"ms-python.flake8",
"nvidia.nsight-vscode-edition"
]
}
}
}
49 changes: 49 additions & 0 deletions .devcontainer/cuda12.8-pip/devcontainer.json
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{
"build": {
"context": "${localWorkspaceFolder}/.devcontainer",
"dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
"args": {
"CUDA": "12.8",
"PYTHON_PACKAGE_MANAGER": "pip",
"BASE": "rapidsai/devcontainers:25.02-cpp-cuda12.8-ucx1.18.0-openmpi-ubuntu22.04"
}
},
"runArgs": [
"--rm",
"--name",
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-25.02-cuda12.8-pip"
],
"hostRequirements": {"gpu": "optional"},
"features": {
"ghcr.io/rapidsai/devcontainers/features/cuda:25.2": {
"version": "12.8",
"installcuBLAS": true,
"installcuSOLVER": true,
"installcuRAND": true,
"installcuSPARSE": true
},
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:25.2": {}
},
"overrideFeatureInstallOrder": [
"ghcr.io/rapidsai/devcontainers/features/cuda",
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
],
"initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config/pip,local/share/${localWorkspaceFolderBasename}-cuda12.8-venvs}"],
"postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
"workspaceFolder": "/home/coder",
"workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/cuml,type=bind,consistency=consistent",
"mounts": [
"source=${localWorkspaceFolder}/../.aws,target=/home/coder/.aws,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
"source=${localWorkspaceFolder}/../.local/share/${localWorkspaceFolderBasename}-cuda12.8-venvs,target=/home/coder/.local/share/venvs,type=bind,consistency=consistent"
],
"customizations": {
"vscode": {
"extensions": [
"ms-python.flake8",
"nvidia.nsight-vscode-edition"
]
}
}
}
1 change: 0 additions & 1 deletion .gitattributes

This file was deleted.

27 changes: 15 additions & 12 deletions .github/CODEOWNERS
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@@ -2,18 +2,21 @@
cpp/ @rapidsai/cuml-cpp-codeowners

#python code owners
python/cuml/ @rapidsai/cuml-python-codeowners
python/ @rapidsai/cuml-python-codeowners

#cmake code owners
**/CMakeLists.txt @rapidsai/cuml-cmake-codeowners
**/cmake/ @rapidsai/cuml-cmake-codeowners
python/setup.py @rapidsai/cuml-cmake-codeowners
build.sh @rapidsai/cuml-cmake-codeowners
**/build.sh @rapidsai/cuml-cmake-codeowners
CMakeLists.txt @rapidsai/cuml-cmake-codeowners
*.cmake @rapidsai/cuml-cmake-codeowners
**/cmake/ @rapidsai/cuml-cmake-codeowners

#build/ops code owners
.github/ @rapidsai/ops-codeowners
ci/ @rapidsai/ops-codeowners
conda/ @rapidsai/ops-codeowners
**/Dockerfile @rapidsai/ops-codeowners
**/.dockerignore @rapidsai/ops-codeowners
#CI code owners
/.github/ @rapidsai/ci-codeowners
/ci/ @rapidsai/ci-codeowners
/.pre-commit-config.yaml @rapidsai/ci-codeowners

#packaging code owners
/.devcontainer/ @rapidsai/packaging-codeowners
/conda/ @rapidsai/packaging-codeowners
/dependencies.yaml @rapidsai/packaging-codeowners
/build.sh @rapidsai/packaging-codeowners
pyproject.toml @rapidsai/packaging-codeowners
5 changes: 5 additions & 0 deletions .github/copy-pr-bot.yaml
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# Configuration file for `copy-pr-bot` GitHub App
# https://docs.gha-runners.nvidia.com/apps/copy-pr-bot/

enabled: true
auto_sync_draft: false
5 changes: 2 additions & 3 deletions .github/labeler.yml
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@@ -5,17 +5,16 @@
Cython / Python:
- 'python/**'
- 'notebooks/**'

CUDA/C++:
- 'cpp/**'

CMake:
- '**/CMakeLists.txt'
- '**/cmake/**'

gpuCI:
ci:
- 'ci/**'

conda:
- 'conda/**'

9 changes: 9 additions & 0 deletions .github/ops-bot.yaml
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# This file controls which features from the `ops-bot` repository below are enabled.
# - https://github.com/rapidsai/ops-bot

auto_merger: true
branch_checker: true
label_checker: true
release_drafter: true
recently_updated: true
forward_merger: true
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