From bda365a5402e72122b5e41e9f7cca249ef77f3b2 Mon Sep 17 00:00:00 2001 From: Michael Sarahan Date: Tue, 16 Jan 2024 11:08:33 -0800 Subject: [PATCH] flesh out 3-doc readme, copy img from CCCL --- DEVELOP.md | 167 ++++++++++++++++-- README.md | 30 ++-- USAGE.md | 245 ++++++-------------------- USAGE_IN_PROJECT.md | 172 ++++++++++++++++++ docs-img/container_list.png | Bin 0 -> 159943 bytes docs-img/github_auth.png | Bin 0 -> 54609 bytes docs-img/open_in_container_manual.png | Bin 0 -> 58565 bytes docs-img/reopen_in_container.png | Bin 0 -> 27864 bytes launch-devcontainer.sh | 86 +++++++++ 9 files changed, 487 insertions(+), 213 deletions(-) create mode 100644 USAGE_IN_PROJECT.md create mode 100644 docs-img/container_list.png create mode 100644 docs-img/github_auth.png create mode 100644 docs-img/open_in_container_manual.png create mode 100644 docs-img/reopen_in_container.png create mode 100755 launch-devcontainer.sh diff --git a/DEVELOP.md b/DEVELOP.md index 0039d085..a0813080 100644 --- a/DEVELOP.md +++ b/DEVELOP.md @@ -1,16 +1,30 @@ # Contributing to the RAPIDS devcontainers +This document contains implementation details and design overviews for +[rapidsai/devcontainers](https://github.com/rapidsai/devcontainers) as a +centralized source of common scripts and patterns for providing devcontainers. + +For the user-level overview providing instructions on how to use the +devcontainer as a development environment, see +[USAGE_IN_PROJECT.md](USAGE_IN_PROJECT.md) + +For the project maintainer-level overview providing instructions on how to add +and change .devcontainer.json to suit your project, see [USAGE.md](USAGE.md) + +The code in this repository fits into a few main categories: +1. Features +1. GitHub Actions automations +1. Scripts +1. matrix.yml +1. Dockerfiles + ## Features From the official devcontainer [documentation on Features](https://containers.dev/implementors/features/): -> Development container "Features" are self-contained, shareable units of installation code and development container configuration. - -In short, a "feature" is a layer in a Dockerfile which encapsulates a reusable -bit of logic executed when building a Docker image. It is not a docker layer to -put on top of or copied into other layers. It is the script that creates a -layer. +> Development container "Features" are self-contained, shareable units of installation code and development container configuration. Each "feature" specified becomes a `RUN` statement in a temporary Dockerfile, +and as such each "feature" results in an image layer. -This repository defines features to install the following dev tools, compilers, and SDKs: +This repository defines `features` to install the following dev tools, compilers, and SDKs: * [CMake](features/src/cmake/) * [CUDA Toolkit](features/src/cuda/) @@ -27,8 +41,141 @@ This repository defines features to install the following dev tools, compilers, * [devcontainer-utils](features/src/utils/) * [rapids-build-utils](features/src/rapids-build-utils/) -These scripts assume that apt utilities are available, and thus only run on debian-based images. +These scripts assume that apt utilities are available, and thus generally only +run on debian-based images. + +### Utility features + +A few of the features install custom tools for the devcontainer ecosystem here, +rather than just installation scripts of external tools and libraries. A brief +overview of responsibilities for these features follows. + +#### Rapids-build-utils + +Most of the scripts here serve to prepare the devcontainer prior to use, but you may use them to update +the devcontainer after adding to your container's /opt/rapids-build-utils/manifest.yml file to add new projects. + +If you are wondering where a command or behavior in a devcontainer is coming +from, this is a good place to start. + +These scripts are installed by +[`install.sh`](./features/src/rapids-build-utils/install.sh), which creates +aliases for the .sh scripts. if you see `rapids-*` for a script or command name +in the devcontainer, look in +[`install.sh`](./features/src/rapids-build-utils/install.sh) to see how it is +mapped back to one of these scripts. + +* [manifest.yaml](./features/src/rapids-build-utils/opt/rapids-build-utils/manifest.yaml): This enumerates where projects should be cloned from and how they depend on each other. It is used to generate build scripts. If you project is not in manifest.yaml, you will not get build scripts generated in your devcontainer. Refer to [docs on manifest.yaml](./USAGE.md#generated-build-scripts) +* [generate-scripts.sh](./features/src/rapids-build-utils/opt/rapids-build-utils/bin/generate-scripts.sh): generate `build-*`, `clone-*`, etc. scripts +* [make-pip-env.sh](./features/src/rapids-build-utils/opt/rapids-build-utils/bin/make-pip-env.sh) and [make-conda-env.sh](./features/src/rapids-build-utils/opt/rapids-build-utils/bin/make-conda-env.sh): +creating pip and conda python virtual environments +* [pull-repositories.sh](./features/src/rapids-build-utils/opt/rapids-build-utils/bin/pull-repositories.sh) and [push-repositories.sh](./features/src/rapids-build-utils/opt/rapids-build-utils/bin/push-repositories.sh) help you manage git operations on multiple repos that you may have cloned +* [update-content-command.sh](./features/src/rapids-build-utils/opt/rapids-build-utils/bin/update-content-command.sh): calls `rapids-generate-script` and `rapids-make-vscode-workspace`. Called by VS Code in the [`postAttachCommand`](https://containers.dev/implementors/json_reference/#lifecycle-scripts), which is a reliable hook when the project is reopened or its configuration is changed. + +There are more scripts here, dealing with CMake variable parsing and +pass-through, python package dependency installation, and more. + +#### devcontainers-utils + +These scripts handle mostly git-related configuration, setting up SSH deploy +keys, GitHub authorization, and the vault setup for S3. The commands here are +prefixed with `devcontainer-` during installation, so if you see that prefix, +look in here. + +## Github Actions automations + +Github Actions runs the build matrix of the many base images define in [matrix.yml](./matrix.yml). +These actions are broken up into many reusable pieces. The image build jobs start in +[release.yml](./.github/workflows/release.yml). + +```mermaid +flowchart TD + subgraph Legend + workflow + action(action) + script{{script}} + end + subgraph Image build Github Actions flowchart + release.yml --> release-features.yml[Publish features] + release-features.yml --> image-matrix(Determine image matrix) + image-matrix --> write-matrix{{Call feature-matrix/action.sh}} + write-matrix --> build-test-and-push-linux-image.yml + write-matrix --> build-test-and-push-windows-image.yml + build-test-and-push-linux-image.yml --> write-json(Write .devcontainer.json) + write-json --> write-script{{Call devcontainer-json/action.sh}} + build-test-and-push-windows-image.yml --> build-windows(Build windows image) + write-script --> build-linux-image(Build linux limage) + end +``` + +These are divided into 3 categories: +* Workflows are `.yml` files in `.github/workflows` +* Actions are folders in `.github/actions`. One folder per action. Actions must have a `action.yml` file, but may also have accompanying shell scripts. +* Scripts are the shell scripts that are in some of the actions. They are broken out in this diagram to help show where the functionality actually lives. + +## Base images (matrix.yml) + +Base images are composed from individual features in [matrix.yml](./matrix.yml) +using [YAML +anchors](https://support.atlassian.com/bitbucket-cloud/docs/yaml-anchors/). +These get built on Github Actions as described +[above](#github-actions-automations) The devcontainers repo does not contain +scripts to facilitate building one particular image. Some downstream repos, such +as CCCL, have such scripts for their reduced subspace of the matrix. CCCL's +example is their +[make_devcontainers.sh](https://github.com/NVIDIA/cccl/blob/main/.devcontainer/make_devcontainers.sh) +script. + +## Dockerfiles + +Dockerfiles do not play much role in this scheme. They serve to [set a few global +variables and extend from the base image](./.devcontainer/rapids.Dockerfile). If you think you need to modify a +Dockerfile, make sure that your goal wouldn't be better achieved by adding or +changing a feature script instead. + +## Build caching with `sccache` + +The devcontainers configure CMake to use +[sccache](https://github.com/mozilla/sccache) as C, C++, CUDA, and Rust compiler +launchers. Refer to the [sccache +docs](https://github.com/mozilla/sccache/tree/main/docs) for configuring the +various storage back-ends. + +### Build caching with private S3 buckets + +You can use a private S3 bucket as the `sccache` storage back-end. + +If you're using a [GitHub action](https://github.com/aws-actions/configure-aws-credentials) to assume AWS roles in CI, or are comfortable distributing and managing S3 credentials, you can define the `SCCACHE_BUCKET`, `AWS_ACCESS_KEY_ID`, and `AWS_SECRET_ACCESS_KEY` variables in the container environment. + +### Using GitHub OAuth to issue S3 credentials via Hashicorp Vault + +The [`devcontainer-utils`](features/src/utils/) feature includes a `devcontainer-utils-vault-s3-init` script that uses GitHub OAuth and Hashicorp Vault to issue temporary S3 credentials to authorized users. + +> **NOTE:** This script runs in the devcontainer's [`postAttachCommand`](https://containers.dev/implementors/json_reference/#lifecycle-scripts), but it does nothing unless `SCCACHE_BUCKET` and `VAULT_HOST` are in the container environment. + +The `devcontainer-utils-vault-s3-init` script performs the following actions, exiting early if any step is unsuccessful: + +1. Log in via the [GitHub CLI](https://cli.github.com/) +2. Authenticate via [Vault's GitHub auth method](https://developer.hashicorp.com/vault/docs/auth/github#authentication) +3. Use Vault to [generate temporary AWS credentials](https://developer.hashicorp.com/vault/api-docs/secret/aws#generate-credentials) +4. Store results in `~/.aws` and install crontab to re-authenticate + +The above steps can be customized via the following environment variables: +``` +# The hostname of the Vault instance to use +VAULT_HOST="https://vault.ops.k8s.rapids.ai" + +# List of GitHub organizations for which Vault can generate credentials. +# The scripts assumes the Vault instance exposes an authentication endpoint +# for each org at `$VAULT_HOST/v1/auth/github-$org/login`. +# https://developer.hashicorp.com/vault/docs/auth/github#authentication +VAULT_GITHUB_ORGS="nvidia nv-morpheus nv-legate rapids" -## Base images +# The TTL for the generated AWS credentials +VAULT_S3_TTL=43200 -Base images are composed in [matrix.yml](./matrix.yml) using [YAML anchors](https://support.atlassian.com/bitbucket-cloud/docs/yaml-anchors/). These get built on Github Actions ([release.yml](./.github/workflows/release.yml) and [test.yml](.github/workflows/test.yml)) \ No newline at end of file +# The URI to the Vault API that generates AWS credentials +# The full URL expands to `$VAULT_HOST/$VAULT_S3_URI?ttl=$VAULT_S3_TTL` +# https://developer.hashicorp.com/vault/api-docs/secret/aws#generate-credentials +VAULT_S3_URI="v1/aws/creds/devs" +``` \ No newline at end of file diff --git a/README.md b/README.md index c536e5db..8cc0d1bb 100644 --- a/README.md +++ b/README.md @@ -1,21 +1,23 @@ # RAPIDS [devcontainers](https://containers.dev/) -This repository contains features and workflows for building development -containers to support local dev and CI for NVIDIA -[RAPIDS](https://github.com/rapidsai), [CCCL](https://github.com/nvidia/cccl), -and [Legate](https://github.com/nv-legate). +This repository contains centralized features and workflows for building +development containers ([devcontainers](https://containers.dev/)) to support +local dev and CI for projects in NVIDIA [RAPIDS](https://github.com/rapidsai), +[CCCL](https://github.com/nvidia/cccl), and +[Legate](https://github.com/nv-legate). + [Devcontainers](https://containers.dev/) are an open standard for specifying the -creation and execution of Docker containers for developing a codebase. It's like -using a docker image to develop, but there's some extra configuration and -installation that can be done. It also provides some alternative ways of -composing functionality and configuration that can augment Docker's -capabilities. +creation and execution of Docker containers for developing a codebase. + +Downstream repositories that utilize devcontainers use both the `feature` +scripts that install software, as well as docker images that serve to cache sets +of installed software. These images serve as base images for the devcontainers +specified in the downstream repositories. -In addition to scripts that set up the devcontainer environment for things like GitHub auth, this repo contains reusable scripts to install software in arbitrary containers, aiding in composition and code sharing. A "feature" in VSCode terms refers to these installation scripts. The script for each feature runs when creating the devcontainer. +## Usage -We've chosen to use a monorepo for the features here, but it is similar in spirit to the official [devcontainers/features](https://github.com/devcontainers/features) and [devcontainers/images](https://github.com/devcontainers/images) repositories. +### [Using devcontainers to provide a build environment on a project](./USAGE_IN_PROJECT.md) -## For details on using the RAPIDS devcontainers, see [`USAGE.md`](USAGE.md). +### [Setting up and maintaining devcontainer configuration in other projects](./USAGE.md) -## For details on contributing to this repository, see [`DEVELOP.md`](DEVELOP.md). -## See the list of `rapidsai/devcontainers` tags [on DockerHub](https://hub.docker.com/r/rapidsai/devcontainers/tags). These tags are used as base images in devcontainers, and aren't really meant to be used directly. +### [Developing the centralized `feature` scripts and base images in this repository](DEVELOP.md). diff --git a/USAGE.md b/USAGE.md index 90579e92..ec937e61 100644 --- a/USAGE.md +++ b/USAGE.md @@ -1,131 +1,38 @@ -# Using the RAPIDS devcontainers - -- [Using the RAPIDS devcontainers](#using-the-rapids-devcontainers) - - [System requirements](#system-requirements) - - [Quick start](#quick-start) - - [Detailed start](#detailed-start) - - [Using devcontainers in VS Code](#using-devcontainers-in-vs-code) - - [Using devcontainers from the terminal](#using-devcontainers-from-the-terminal) - - [Generated build scripts](#generated-build-scripts) - - [rapids-build-utils](#rapids-build-utils) - - [Native build tools - CMake, python builds](#native-build-tools---cmake-python-builds) - - [Exiting the devcontainer](#exiting-the-devcontainer) - - [Adding projects: `manifest.yaml` file](#adding-projects-manifestyaml-file) - - [Using the pre-built images](#using-the-pre-built-images) - - [Using in `devcontainer.json`](#using-in-devcontainerjson) - - [Custom devcontainers](#custom-devcontainers) - - [Build caching with `sccache`](#build-caching-with-sccache) - - [Build caching with private S3 buckets](#build-caching-with-private-s3-buckets) - - [Using GitHub OAuth to issue S3 credentials via Hashicorp Vault](#using-github-oauth-to-issue-s3-credentials-via-hashicorp-vault) - -## System requirements - -Devcontainers can be used on Linux, Mac and Windows. They use Docker, so the -system requirements and limitations associated with Docker apply here also. On -Mac and Windows, where a Linux VM must run to support Docker, you may need to be -aware of memory limitations of that Linux VM. Otherwise, devcontainers do not add -system requirements beyond the needs of the individual projects we're building. - -## Quick start - -If you really want to get started right away and ignore all the details of how -devcontainers work, the easiest way is to treat the devcontainer -like a docker container that you use interactively. Brad Dice wrote [a script -that wraps the devcontainer -CLI](https://gist.github.com/bdice/a92d224b3e3b1b387fc18b8095b3bdbd) to do this. - -To obtain this script: -``` -curl -LO https://gist.githubusercontent.com/bdice/a92d224b3e3b1b387fc18b8095b3bdbd/raw/28eb8edc856ae04d4cd83571fea5b894f714f01c/rapids-dev -chmod +x rapids-dev -./rapids-dev -``` - -This script expects you to have your current directory set to the -root of a repo that has a .devcontainer folder. You may want to move -this script to a folder that you place on PATH, such as `~/bin` - -Running that command will build the devcontainer and drop you at -an interactive prompt. You can immediately build your project -with one of the devcontainers scripts. Type `build-` and hit `` to see your options. - -Skip ahead to [Available tools in the devcontainer](#available-tools-in-the-devcontainer) to see more options -for interaction at this prompt. - -## Detailed start - -So, you have cloned a repo that you've heard has a devcontainer. You can see the file(s) for yourself by looking -in your repo's `.devcontainer` folder. You may find a `devcontainer.json` file, or you may find some number of folders, such as `cuda12.0-conda` and `cuda12.0-pip`. If you find folders, these each contain a `devcontainer.json` -file. These files specify how to create and run a container that leaves you with a good setup to do development. - -There are at least 2 ways to consume these devcontainer.json files. VS Code was -the original home of devcontainers prior to becoming an open specification, and -it remains a good way to use them. If you prefer not to use VS Code, the -[devcontainers-cli](https://code.visualstudio.com/docs/devcontainers/devcontainer-cli) -application will build the devcontainer and allow you to interact with it. +# Adding and adapting devcontainers to a project -### Using devcontainers in VS Code +This document describes how to add devcontainers to a project that does not yet +have them, and how you can customize the devcontainer to fit your project's +needs. -[The VS Code -docs](https://code.visualstudio.com/docs/devcontainers/containers#_quick-start-open-an-existing-folder-in-a-container) -are the definitive source of information for this topic. +For how to use devcontainers to provide development environments, see +[USAGE_IN_PROJECT.md](./USAGE_IN_PROJECT.md) -You can use devcontainers in VS Code either locally (docker running on your -local machine) or with VS Code's remote-ssh or remote-tunnel connections. To use -the devcontainers on a remote machine, connect normally using SSH or tunnel, and -then follow the VS Code docs for using the dev containers. There is no special -way to connect directly to a devcontainer on a remote host. You must go via -SSH/tunnel first. +For how to change the centralized installation and configuration scripts that +are shared among projects, see [DEVELOP.md](./DEVELOP.md). -Specifically for RAPIDS repos, we frequently have multiple folders for different -library configurations. Pay attention to which build environment you need when -launching your devcontainer. You can switch between them by reopening your -native host (e.g. CMD+SHIFT+P -> "Reopen folder in SSH"), and then re-opening in -devcontainer (CMD+SHIFT+P -> "Reopen in container"), at which point you'll see a -prompt to choose a different `devcontainer.json`. +## Adding devcontainers to a project -### Using devcontainers from the terminal +Adding devcontainers to a project means adding one or more devcontainer.json +files. You may see scripts in other repos to automate managing multiple +configurations, but fundamentally all you need is at least the one JSON file. +You can bootstrap yourself by copying the folders from +[rapids/devcontainers](./.devcontainer) -The [devcontainer-cli](https://code.visualstudio.com/docs/devcontainers/devcontainer-cli) project -allows you to run and interact with devcontainers from the terminal. It uses NodeJS, so you need -to install that in order to run it. +Maintaining a matrix of configurations may be easier by following patterns +established by CCCL, or by managing most of the [matrix in the +rapidsai/devcontainers +repo](./matrix.yml) +itself, and then simplifying your actual local devcontainer.json files to be +primarily using a particular base image produced by [the matrix in +rapidsai/devcontainers](./matrix.yml). -There are wrappers to facilitate working with this CLI. Refer back to the -[Quick-start section](#quick-start). If you need more flexibility, you can call -the devcontainer CLI directly. - -You need to specify the `devcontainer.json` file and workspace folder to use when starting the devcontainer. Also note that you must manage the 3 steps of the lifecycle yourself: - -* bring up the devcontainer -* run your command (or run bash for interactive prompt) -* stop and remove the docker container - -``` -CONTAINER_JSON=.devcontainer/cuda12.0-pip/devcontainer.json -devcontainer up --config ${CONTAINER_JSON} --workspace-folder=$(pwd) -devcontainer exec --config ${CONTAINER_JSON} --workspace-folder=$(pwd) bash -``` - -Stopping and removing the docker container is manual. The devcontainer CLI does -not currently facilitate this in any way. One possible workflow (copied from [aforementioned wrapper](https://gist.github.com/bdice/a92d224b3e3b1b387fc18b8095b3bdbd)): - -``` -CONTAINER_ID=$(docker ps --quiet \ - --filter label=devcontainer.local_folder=$(pwd) \ - --filter label=devcontainer.config_file=${CONTAINER_JSON}) -num_active_shells=$(docker exec "${container_id}" ps aux | grep -c "/bin/sh") -if [[ ${num_active_shells} -le 1 ]]; then - echo "All devcontainers are closed. Stopping and removing container ${container_id}." - docker stop "${container_id}" - docker rm "${container_id}" -fi -``` +## Devcontainers helper scripts ### Generated build scripts Several scripts are generated for you based on the contents of `manifest.yaml`. By default, `manifest.yaml` comes from [the RAPIDS/devcontainers -repo](https://github.com/rapidsai/devcontainers/blob/branch-24.02/features/src/rapids-build-utils/opt/rapids-build-utils/manifest.yaml), +repo](./features/src/rapids-build-utils/opt/rapids-build-utils/manifest.yaml), but you can use your own local `manifest.yaml` file. Refer to the "Adding projects" section. @@ -147,32 +54,27 @@ which will clone `rmm` into your workspace and generate build scripts for it. ### rapids-build-utils -These are meta-build scripts. They assist with setting up the workspace and reloading things when important configuration -changes happen. You mostly won't need to worry about these, -but it's good to be aware of them. They come from the [rapidsai/devcontainers repo](https://github.com/rapidsai/devcontainers/tree/branch-24.02/features/src/rapids-build-utils/opt/rapids-build-utils/bin) - -### Native build tools - CMake, python builds - -The generated scripts mentioned above will take care of running -build tools for you. However, if you need to run the build tools -manually, you can `cd` into your source code folder, which is -mounted as a subfolder in `/home/coder`. - -### Exiting the devcontainer +These are meta-build scripts. They assist with setting up the workspace and +reloading things when important configuration changes happen. You mostly won't +need to worry about these, but it's good to be aware of them. They come from the +[rapidsai/devcontainers +repo](./features/src/rapids-build-utils/opt/rapids-build-utils/bin). These are +described in more detail in [DEVELOP.md](./DEVELOP.md#rapids-build-utils). -If you are in VS Code and you need to return to your host machine (local or SSH), -you can run `Dev Containers: Reopen in SSH`. +### Generating scripts for other projects: `manifest.yaml` file -## Adding projects: `manifest.yaml` file +The build script generation is controlled with a `manifest.yaml` file, which by +default comes from [the rapidsai/devcontainers +repo](./features/src/rapids-build-utils/opt/rapids-build-utils/manifest.yaml) -The build script generation is controlled with a `manifest.yaml` file, which by default comes from [the rapidsai/devcontainers -repo](https://github.com/rapidsai/devcontainers/blob/branch-24.02/features/src/rapids-build-utils/opt/rapids-build-utils/manifest.yaml) +If you would like to add your project, you can submit a PR to the +rapidsai/devcontainers repo. Before you do that, though, you can test it +locally. Start by copying `manifest.yaml` from the rapidsai/devcontainers repo. +You can put it anywhere, but let's say we put it in .devcontainer/manifest.yaml. -If you would like to add your project, you can submit a PR to the rapidsai/devcontainers repo. Before you do that, though, you can -test it locally. Start by copying `manifest.yaml` from the rapidsai/devcontainers repo. You can put it anywhere, but let's say we put it in .devcontainer/manifest.yaml. - -Now open a devcontainer.json file that you want to work with. These -will likely live in a .devcontainer subfolder, such as cuda12.0-pip. In this file, add a top-level key with this: +Now open a devcontainer.json file that you want to work with. These will likely +live in a .devcontainer subfolder, such as cuda12.0-pip. In this file, add a +top-level key with this: ``` "containerEnv": { @@ -185,14 +87,16 @@ generated scripts. ## Using the pre-built images -The choice of using a pre-built image refers to the build/args/BASE entry in `devcontainer.json`. The pre-built -images are not meant to be used directly. The rapids-build-utils scripts are installed with a "feature," so -they won't be present if you directly run a pre-built image with Docker instead of with a devcontainer tool (VS Code or devcontainer-cli) - -We publish a [matrix](matrix.yml) of pre-built images to DockerHub to accelerate initializing local devcontainers, GitHub Codespaces, and CI jobs. These use the "feature" scripts to install their components, -so you can think of them as caching those steps. +The choice of using a pre-built image refers to the `build/args/BASE` or `image` +entry in `devcontainer.json`. The pre-built images are not meant to be used +directly. We publish a [matrix](matrix.yml) of pre-built images to DockerHub to +accelerate initializing local devcontainers, GitHub Codespaces, and CI jobs. +These use the "feature" scripts to install their components, so you can think of +them as caching those steps. -The features that comprise the image are noted in the image tags. If no version is defined for a tool or SDK, the image includes the latest available version at image build time. +The features that comprise the image are noted in the image tags. If no version +is defined for a tool or SDK, the image includes the latest available version at +image build time. > **NOTE:** `git`, `git-lfs`, `github-cli`, `gitlab-cli`, `cmake`, `ninja`, `sccache`, and our devcontainer-utils [are included](image/.devcontainer/devcontainer.json#L12-L33) in each pre-built image. @@ -210,51 +114,14 @@ You can also build a custom devcontainer by composing individual features:
devcontainer.json using individual features
{
"image": "ubuntu:22.04",
"features": {
"ghcr.io/rapidsai/devcontainers/features/cmake:24.02": {},
"ghcr.io/rapidsai/devcontainers/features/ninja:24.02": {},
"ghcr.io/rapidsai/devcontainers/features/sccache:24.02": {
"version": "0.5.4"
}
},
"overrideFeatureInstallOrder": [
"ghcr.io/rapidsai/devcontainers/features/cmake",
"ghcr.io/rapidsai/devcontainers/features/ninja",
"ghcr.io/rapidsai/devcontainers/features/sccache"
],
"workspaceFolder": "/home/coder/${localWorkspaceFolderBasename}",
"workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/${localWorkspaceFolderBasename},type=bind"
}
-You can add libraries or programs on top of a pre-built image using this -same mechanism. These are not baked into the image, but cached as a docker -layer. - -> **NOTE:** Feature updates published since your most recent image build will invalidate your docker image layer cache, meaning it can take the [devcontainers CLI](https://github.com/devcontainers/cli) longer to initialize containers composed from individual features. - -## Build caching with `sccache` +Similarly, any base conatiner can be extended by adding additional features: -The devcontainers configure CMake to use [sccache](https://github.com/mozilla/sccache) as C, C++, CUDA, and Rust compiler launchers. Refer to the [sccache docs](https://github.com/mozilla/sccache/tree/main/docs) for configuring the various storage back-ends. +
devcontainer.json extending base image with additional features
{
"rapidsai/devcontainers:24.02-cpp-llvm16-cuda12.0-nvhpc23.5-ubuntu22.04",
"features": {
"ghcr.io/rapidsai/devcontainers/features/cmake:24.02": {},
"ghcr.io/rapidsai/devcontainers/features/ninja:24.02": {},
"ghcr.io/rapidsai/devcontainers/features/sccache:24.02": {
"version": "0.5.4"
}
},
"overrideFeatureInstallOrder": [
"ghcr.io/rapidsai/devcontainers/features/cmake",
"ghcr.io/rapidsai/devcontainers/features/ninja",
"ghcr.io/rapidsai/devcontainers/features/sccache"
],
"workspaceFolder": "/home/coder/${localWorkspaceFolderBasename}",
"workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/${localWorkspaceFolderBasename},type=bind"
}
-### Build caching with private S3 buckets +This example is contrived, because base images already all include common build tools such as CMake, ninja and sccache. -You can use a private S3 bucket as the `sccache` storage back-end. -If you're using a [GitHub action](https://github.com/aws-actions/configure-aws-credentials) to assume AWS roles in CI, or are comfortable distributing and managing S3 credentials, you can define the `SCCACHE_BUCKET`, `AWS_ACCESS_KEY_ID`, and `AWS_SECRET_ACCESS_KEY` variables in the container environment. - -### Using GitHub OAuth to issue S3 credentials via Hashicorp Vault - -The [`devcontainer-utils`](features/src/utils/) feature includes a `devcontainer-utils-vault-s3-init` script that uses GitHub OAuth and Hashicorp Vault to issue temporary S3 credentials to authorized users. - -> **NOTE:** This script runs in the devcontainer's [`postAttachCommand`](https://containers.dev/implementors/json_reference/#lifecycle-scripts), but it does nothing unless `SCCACHE_BUCKET` and `VAULT_HOST` are in the container environment. - -The `devcontainer-utils-vault-s3-init` script performs the following actions, exiting early if any step is unsuccessful: - -1. Log in via the [GitHub CLI](https://cli.github.com/) -2. Authenticate via [Vault's GitHub auth method](https://developer.hashicorp.com/vault/docs/auth/github#authentication) -3. Use Vault to [generate temporary AWS credentials](https://developer.hashicorp.com/vault/api-docs/secret/aws#generate-credentials) -4. Store results in `~/.aws` and install crontab to re-authenticate - -The above steps can be customized via the following environment variables: -``` -# The hostname of the Vault instance to use -VAULT_HOST="https://vault.ops.k8s.rapids.ai" - -# List of GitHub organizations for which Vault can generate credentials. -# The scripts assumes the Vault instance exposes an authentication endpoint -# for each org at `$VAULT_HOST/v1/auth/github-$org/login`. -# https://developer.hashicorp.com/vault/docs/auth/github#authentication -VAULT_GITHUB_ORGS="nvidia nv-morpheus nv-legate rapids" - -# The TTL for the generated AWS credentials -VAULT_S3_TTL=43200 - -# The URI to the Vault API that generates AWS credentials -# The full URL expands to `$VAULT_HOST/$VAULT_S3_URI?ttl=$VAULT_S3_TTL` -# https://developer.hashicorp.com/vault/api-docs/secret/aws#generate-credentials -VAULT_S3_URI="v1/aws/creds/devs" -``` +> **NOTE:** Feature updates published since your most recent image build will +invalidate your docker image layer cache, meaning it can take the [devcontainers +CLI](https://github.com/devcontainers/cli) longer to initialize containers +composed from individual features. diff --git a/USAGE_IN_PROJECT.md b/USAGE_IN_PROJECT.md new file mode 100644 index 00000000..3f6821b4 --- /dev/null +++ b/USAGE_IN_PROJECT.md @@ -0,0 +1,172 @@ +# Using devcontainers in projects to provide development environments + +This document describes usage of devcontainers as development environments. It +is intended as a general overview that any project employing devcontainers can +link to and avoid duplicating. + +For how to add devcontainers to a project, or how to change existing devcontainer +configuration, see [USAGE.md](./USAGE.md). + +For how to change the centralized installation and configuration scripts that +are shared among projects, see [DEVELOP.md](./DEVELOP.md). + +## System requirements + +Devcontainers can be used on Linux, Mac and Windows. They use Docker, so the +system requirements and limitations associated with Docker apply here also. On +Mac and Windows, where a Linux VM must run to support Docker, you may need to be +aware of memory limitations of that Linux VM. Otherwise, devcontainers do not add +system requirements beyond the needs of the individual projects we're building, but +they also don't emulate hardware. If your project needs an NVIDIA GPU, then you +need to run your devcontainer on a machine with an NVIDIA GPU. + +Devcontainers require Docker. To set that up: +* [Linux - docker engine](https://docs.docker.com/engine/install/) +* [Mac - docker desktop](https://docs.docker.com/desktop/install/mac-install/) +* [Windows](https://docs.docker.com/desktop/install/windows-install/) + +Docker Desktop has licensing requirements. NVIDIA employees may [request a +license](https://confluence.nvidia.com/pages/viewpage.action?spaceKey=SWDOCS&title=Requesting+a+Docker+Desktop+License). + +## Quickstart + +At this point, you have cloned a repo that you've heard has a devcontainer. You +can see the file(s) for yourself by looking in your repo's `.devcontainer` +folder. You may find a `devcontainer.json` file, or you may find some number of +folders, such as `cuda12.0-conda` and `cuda12.0-pip`. If you find folders, these +each contain a `devcontainer.json` file. These files specify how to create and +run a container that leaves you with a good setup to do development. + +### VS Code (Recommended) + +Working with devcontainers in VS Code requires an extension: [Remote - +Containers +extension](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers). +When VS Code detects devcontainer.json files, it should prompt you to install +this extension with a pop-up in the lower-right of your VS Code window. If it +doesn't, you'll need to manually install the extension another way. + +**Steps** + +1. Open the cloned directory in VSCode + +1. Launch a Dev Container by clicking the pop-up prompt in the lower right of +the VS Code window that suggests to "Reopen in Container" + + ![Shows "Reopen in Container" prompt when opening the cccl directory in VScode.](./docs-img/reopen_in_container.png) + + - If the pop-up prompt doesn't come up, use the Command Palette to start a Dev Container. Press `[Ctrl|CMD]+Shift+P` to open the Command Palette. Type "Remote-Containers: Reopen in Container" and select it. + + ![Shows "Reopen in Container" in command pallete.](./docs-img/open_in_container_manual.png) + +1. Select an environment with the desired build tools from the list: + + ![Shows list of available container environments.](./docs-img/container_list.png) + + The available tools depend on your project. These can be configured when + generating the matrix of base images. See [the docs on adapting devcontainers](./USAGE.md#custom-devcontainers) + for more info. + +1. VSCode will initialize the selected Dev Container. This can take a few +minutes the first time, as it downloads the base docker image and runs any +specified feature installations. These steps are cached, so subsequent runs are +faster. + +1. Once initialized, the local project directory is mounted into the container +to ensure any changes are persistent. + +1. You project should now look like any other VS Code project, except that the +blue box in the lower left of the VS Code window should now read `Dev Container +@ `. You're done! Any terminal you open will have the build +environment activated appropriately. + +1. Check the contributing guide in your repo for further instructions. The +devcontainers adds build scripts that fit general usage. Type `build-` and hit +`TAB` to see options for your project. + +**Exiting the devcontainer** + +If you are in VS Code and you need to return to your host machine (local or SSH), +you can run `Dev Containers: Reopen in SSH`. + +### Docker (Manual Approach) + +Your project may have its own launch scripts that account for options in +libraries and/or tools. The steps here should work with any repo that uses +devcontainers, but the repo-specific scripts will probably work better. + +**Prerequisites** + +- [Devcontainer CLI ](https://github.com/devcontainers/cli) - needs NodeJS/npm + +**Steps** + +1. Download the [launch-devcontainer.sh script](./launch-devcontainer.sh) and + put it somewhere on PATH. If your project has its own launch script, use it + here instead. + +1. Set your current working directory to the root of your repo containing the +.devcontainer folder + +1. Run the launch-container.sh script. Called without arguments, you'll get a menu of containers to choose from: + +``` +$ ./launch-devcontainer.sh +Using devcontainers in /workspaces/devcontainers. +Select a container (or provide it as a positional argument): +1) cuda11.8-conda +2) cuda11.8-pip +3) cuda12.0-conda +4) cuda12.0-pip +5) main +#? +``` + +You can also provide devcontainer label (folder name) directly: + +``` +./launch-devcontainer.sh cuda12.0-conda +``` + +1. The devcontainer will be built, and you'll be dropped at a shell prompt +inside the container. You're done! + +1. Check the contributing guide in your repo for further instructions. The +devcontainers adds build scripts that fit general usage. Type `build-` and hit +`TAB` to see options for your project. + + +## (Optional) Native build tools - CMake, python builds + +The generated scripts mentioned above will take care of running +build tools for you. However, if you need to run the build tools +manually, you can `cd` into your source code folder, which is +mounted as a subfolder in `/home/coder`. + +## (Optional) Working with upstream projects + +Build scripts are generated only for the main project - the one you have +mounted. If you would like to work with other projects, you can run their +`clone-*` scripts. After they have been cloned, appropriate `build-*` scripts +will be generated. See [the project maintainer docs on this +topic](./USAGE.md#generating-scripts-for-other-projects-manifestyaml-file). + +## (Optional) Authenticate with GitHub for `sccache` + +After starting the container with any method, there will be a prompt to +authenticate with GitHub. This grants access to a +[`sccache`](https://github.com/mozilla/sccache) server shared with CI and +greatly accelerates local build times. This is currently limited to NVIDIA +employees belonging to the `NVIDIA` or `rapidsai` GitHub organizations. Assuming +the GitHub authentication here worked, this should work "out of the box" and +should not require any additional AWS credentials for any individual. + +Without authentication to the remote server, `sccache` will still accelerate local builds by using a filesystem cache. + +Follow the instructions in the prompt as below and enter the one-time code at https://github.com/login/device + + ![Shows authentication with GitHub to access sccache bucket.](./docs-img/github_auth.png) + +To manually trigger this authentication, execute the `devcontainer-utils-vault-s3-init` script within the container. + +For more information about the sccache configuration and authentication, see the documentation at [`rapidsai/devcontainers`](https://github.com/rapidsai/devcontainers/blob/branch-23.10/USAGE.md#build-caching-with-sccache). diff --git a/docs-img/container_list.png b/docs-img/container_list.png new file mode 100644 index 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The user can also provide a devcontainer name like +# "cuda12.0-conda" as an argument to this script. If invoked multiple times +# with the same devcontainer configuration, the CLI instances will reuse the +# same running container. After the last shell utilizing that devcontainer is +# closed, the container is torn down. +# +# This script requires the devcontainer CLI. + +set -euo pipefail + +create_menu() { + select option; do + if [ 1 -le "$REPLY" ] && [ "$REPLY" -le "$#" ]; then + echo "${option}" + break; + else + echo "Invalid choice: Select a number 1-$#" >&2 + fi + done +} + +choose_container() { + echo "Select a container (or provide it as a positional argument):" >&2 + containers=() + while IFS= read -r -d '' dir; do + containers+=("$(basename $dir)") + done < <(find ${devcontainers_root}/.devcontainer -mindepth 1 -maxdepth 1 -type d -print0 | sort -z --version-sort) + create_menu "${containers[@]}" +} + +find_container() { + docker ps --quiet \ + --filter label=devcontainer.local_folder=${devcontainers_root} \ + --filter label=devcontainer.config_file=${devcontainer_config} +} + +container_up() { + devcontainer up --config ${devcontainer_config} --workspace-folder ${devcontainers_root} +} + +container_exec() { + devcontainer exec --config ${devcontainer_config} --workspace-folder ${devcontainers_root} bash +} + +container_teardown() { + # If this is the last active shell, stop and remove the container + container_id="$(find_container)" + num_active_shells=$(docker exec "${container_id}" ps aux | grep -c "/bin/sh") + if [[ ${num_active_shells} -le 1 ]]; then + echo "All devcontainers are closed. Stopping and removing container ${container_id}." + docker stop "${container_id}" + docker rm "${container_id}" + fi +} + +main() { + if ! command -v devcontainer &> /dev/null; then + echo "devcontainer CLI must be installed." + echo "Try running 'npm install -g @devcontainers/cli'." + exit 1 + fi + + devcontainers_root=$(git rev-parse --show-toplevel 2>/dev/null || realpath devcontainers) + if [ -d ${devcontainers_root} ]; then + echo "Using devcontainers in ${devcontainers_root}." + else + echo "Devcontainers could not be found." + exit 1 + fi + container_name=${1:-$(choose_container)} + devcontainer_config="${devcontainers_root}/.devcontainer/${container_name}/devcontainer.json" + + if [ -z "$(find_container)" ]; then + container_up + fi + container_exec + container_teardown +} + +main \ No newline at end of file