From a542eaab9febd1c07d95ba1b2a0620cd51267f03 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 11 Apr 2025 02:59:04 -0700 Subject: [PATCH 01/63] [feat]: add devcontainer --- .devcontainer/Dockerfile | 98 +++++++++++++++++++++++++++ .devcontainer/InvokeAI.code-workspace | 24 +++++++ .devcontainer/devcontainer.json | 84 +++++++++++++++++++++++ 3 files changed, 206 insertions(+) create mode 100644 .devcontainer/Dockerfile create mode 100644 .devcontainer/InvokeAI.code-workspace create mode 100644 .devcontainer/devcontainer.json diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile new file mode 100644 index 00000000000..9969f618217 --- /dev/null +++ b/.devcontainer/Dockerfile @@ -0,0 +1,98 @@ +FROM mcr.microsoft.com/devcontainers/typescript-node:22 + +ARG USERNAME=vscode +ARG CONTAINER_UID=1000 +ARG CONTAINER_GID=1000 + +RUN rm -f /etc/apt/apt.conf.d/docker-clean; echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache +RUN --mount=type=cache,target=/var/cache/apt \ + --mount=type=cache,target=/var/lib/apt \ + apt update && apt install -y --no-install-recommends \ + ca-certificates \ + gosu \ + libglib2.0-0 \ + libgl1 \ + libglx-mesa0 \ + build-essential \ + libopencv-dev \ + libstdc++-12-dev + +# Link amdgpu.ids for ROCm builds +# contributed by https://github.com/Rubonnek +RUN mkdir -p "/opt/amdgpu/share/libdrm" &&\ +ln -s "/usr/share/libdrm/amdgpu.ids" "/opt/amdgpu/share/libdrm/amdgpu.ids" + +ARG GPU_DRIVER=cuda +ARG INVOKEAI_SRC=/home/${USERNAME}/src/invokeai +ARG INVOKEAI_ROOT=/home/${USERNAME}/invokeai-data +ARG UV_PROJECT_ENVIRONMENT=/home/${USERNAME}/.venv + +ENV \ + VIRTUAL_ENV=${UV_PROJECT_ENVIRONMENT} \ + UV_PROJECT_ENVIRONMENT=${UV_PROJECT_ENVIRONMENT} + +ENV \ + PYTHONUNBUFFERED=1 \ + PYTHONDONTWRITEBYTECODE=1 \ + UV_MANAGED_PYTHON=1 \ + UV_INDEX="https://download.pytorch.org/whl/cu124" \ + INVOKEAI_HOST=0.0.0.0 \ + INVOKEAI_PORT=9090 \ + CONTAINER_UID=${CONTAINER_UID:-1000} \ + CONTAINER_GID=${CONTAINER_GID:-1000} + +RUN if [ "$TARGETPLATFORM" = "linux/arm64" ] || [ "$GPU_DRIVER" = "cpu" ]; then export UV_INDEX="https://download.pytorch.org/whl/cpu"; \ + elif [ "$GPU_DRIVER" = "rocm" ]; then export UV_INDEX="https://download.pytorch.org/whl/rocm6.2"; \ + fi + +# Set Python version +# NOTE: this is the version of Python that will be installed by `uv` +ARG PYTHON_VERSION=3.12 +ENV \ +PYTHON_VERSION=${PYTHON_VERSION} \ +UV_PYTHON=${PYTHON_VERSION} + +# Volumes for the dependency stores/caches +ARG CACHE_DIR=/home/${USERNAME}/.cache +# Setting XDG_CACHE_HOME will affect the location of the cache for pnpm and uv, and possibly other tools +# https://specifications.freedesktop.org/basedir-spec/basedir-spec-latest.html +ENV XDG_CACHE_HOME=${CACHE_DIR} \ + GIT_LFS_CACHE=${CACHE_DIR}/git-lfs \ + PATH="$UV_PROJECT_ENVIRONMENT/bin:$CACHE_DIR/pnpm:$CACHE_DIR/uv:$PATH" + +# Setup cache volume for dependencies +VOLUME [ "${CACHE_DIR}", "${INVOKEAI_ROOT}", "${INVOKEAI_SRC}" ] + +# Create & set ownership of directories +RUN set -eux; \ + mkdir -p ${CACHE_DIR} && \ + mkdir -p ${CACHE_DIR}/pnpm && \ + mkdir -p ${CACHE_DIR}/uv && \ + mkdir -p ${INVOKEAI_ROOT} && \ + mkdir -p ${UV_PROJECT_ENVIRONMENT} && \ + chown --recursive ${USERNAME}:${USERNAME} ${CACHE_DIR} && \ + chown --recursive ${USERNAME}:${USERNAME} ${INVOKEAI_ROOT} && \ + chown --recursive ${USERNAME}:${USERNAME} ${UV_PROJECT_ENVIRONMENT} + +# Setup PNPM +RUN corepack use pnpm && corepack enable +RUN pnpm config --global set store-dir ${CACHE_DIR}/pnpm + +# Install `uv` for package management +# TODO: Shouldnt this be put in the users .local dir? +COPY --from=ghcr.io/astral-sh/uv /uv /uvx /bin/ + +# RUN --mount=type=cache,target=/home/${USERNAME}/.cache/uv \ +RUN uv python install ${PYTHON_VERSION} + +WORKDIR ${INVOKEAI_SRC} + +# RUN --mount=type=cache,target=/home/${USERNAME}/.cache/uv \ +# --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ +# --mount=type=bind,source=uv.lock,target=uv.lock \ +# # this is just to get the package manager to recognize that the project exists, without making changes to the docker layer +# --mount=type=bind,source=invokeai/version,target=invokeai/version \ +# uv sync --frozen --inexact --active --all-extras --no-extra onnx-directml + +# # build patchmatch +# RUN ln -sf --relative /usr/lib/${USERNAME}-linux-gnu/pkgconfig/{opencv4,opencv}.pc && python -c "from patchmatch import patch_match" diff --git a/.devcontainer/InvokeAI.code-workspace b/.devcontainer/InvokeAI.code-workspace new file mode 100644 index 00000000000..c90266511c2 --- /dev/null +++ b/.devcontainer/InvokeAI.code-workspace @@ -0,0 +1,24 @@ +{ + "folders": [ + { + // Folder for the entire git repo. + "name": "[Repository]", + "path": "../" + }, + { + // Folder for specifically the frontend sub-project + "name": "[Frontend]", + "path": "../invokeai/frontend/web" + }, + { + // Folder for specifically the backend sub-project + "name": "[Backend]", + "path": "../invokeai/backend" + }, + { + // Folder for the invokeai program data (located at filesystem root) + "name": "[AppData]", + "path": "/invokeai" + } + ] +} diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json new file mode 100644 index 00000000000..3fd1e6dd748 --- /dev/null +++ b/.devcontainer/devcontainer.json @@ -0,0 +1,84 @@ +{ + "name": "InvokeAI::Dev", + "build": { + "dockerfile": "Dockerfile", + "context": "../..", + "args": { + "USERNAME": "node", + "PYTHON_VERSION": "3.12", + "INVOKEAI_ROOT": "/invokeai", + "INVOKEAI_SRC": "/workspaces/InvokeAI" + } + }, + "mounts": [ + { + // Setup a volume for all dependencies (pnpm, pip, uv, etc.) + "type": "volume", + "source": "invokeai-dev-cache", + "target": "/home/node/.cache" + }, + { + // Setup a volume for the invokeai data (to prevent development work from corrupting users stable invokeai data) + "type": "volume", + "source": "invokeai-data-dev", + "target": "/invokeai" + }, + { + // Insert the devcontainers vscode launch config into the container + "type": "bind", + "source": "${localWorkspaceFolder}/.devcontainer/.vscode/launch.json", + "target": "${containerWorkspaceFolder}/.vscode/launch.json" + } + ], + "containerEnv": { + "RUST_LOG": "trace", + "UV_LINK_MODE": "hardlink" + }, + "features": { + "ghcr.io/devcontainers/features/git-lfs": {}, + "ghcr.io/devcontainers/features/github-cli": {} + }, + "hostRequirements": { + "gpu": "optional" + }, + "forwardPorts": [80, 9090], + "portsAttributes": { + "80": { "label": "InvokeAI Frontend" }, + "9090": { "label": "InvokeAI Backend" } + }, + "updateContentCommand": { + "Frontend::Setup": "pnpm install --dir invokeai/frontend/web/ --frozen-lockfile --reporter append-only", + // install all development python dependencies using the exact versions in the lockfile without deleting other packages which might not be specified in the lockfile. + "Backend::Setup": "uv sync --frozen --inexact --active --all-extras --no-extra onnx-directml --no-install-project --no-progress && uv pip install --editable ." + // "Backend::Setup": "uv sync --active --all-extras --no-extra onnx-directml --frozen --inexact && python -c \"from patchmatch import patch_match\"", + }, + "customizations": { + "vscode": { + "settings": { + // Where your InvokeAI `venv`'s python executable lives + "python.defaultInterpreterPath": "$UV_PROJECT_ENVIRONMENT/bin/python", + // "python.defaultInterpreterPath": "/home/node/.cache/uv/bin/python", + "python.analysis.extraPaths": ["/invokeai", "${workspaceRoot}"], + "editor.formatOnSave": true, + "editor.codeActionsOnSave": { + "source.organizeImports": "always" + }, + "ruff.linting.enabled": true + }, + "extensions": [ + "eamodio.gitlens", + "ms-toolsai.jupyter", + "ms-toolsai.vscode-jupyter-cell-tags", + "ms-toolsai.jupyter-renderers", + "ms-toolsai.vscode-jupyter-slideshow", + "charliermarsh.ruff", + "esbenp.prettier-vscode", + "DavidAnson.vscode-markdownlint", + "antfu.vite", + "docker.docker", + "ms-vscode-remote.remote-containers", + "ms-azuretools.vscode-docker" + ] + } + } +} From 885b862bc0bbb7be8883bd53791af871e36f73e0 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 11 Apr 2025 03:00:21 -0700 Subject: [PATCH 02/63] [chore]: let .vscode manage its own gitignore --- .gitignore | 1 - .vscode/.gitignore | 3 +++ 2 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 .vscode/.gitignore diff --git a/.gitignore b/.gitignore index 29d27d78ed5..280d41fd721 100644 --- a/.gitignore +++ b/.gitignore @@ -179,7 +179,6 @@ cython_debug/ # Scratch folder .scratch/ -.vscode/ # source installer files installer/*zip diff --git a/.vscode/.gitignore b/.vscode/.gitignore new file mode 100644 index 00000000000..663241fdf3c --- /dev/null +++ b/.vscode/.gitignore @@ -0,0 +1,3 @@ +# Ignore launch.json for now since everyone has their own setup +launch.json +settings.json \ No newline at end of file From 71887f1d73173de1e1673dd28bcd4bed7779da66 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 11 Apr 2025 03:02:25 -0700 Subject: [PATCH 03/63] [chore]: add recommended extensions for project --- .vscode/extensions.json | 15 +++++++++++++++ 1 file changed, 15 insertions(+) create mode 100644 .vscode/extensions.json diff --git a/.vscode/extensions.json b/.vscode/extensions.json new file mode 100644 index 00000000000..44cab7cf9fe --- /dev/null +++ b/.vscode/extensions.json @@ -0,0 +1,15 @@ +{ + "recommendations": [ + "charliermarsh.ruff", + "esbenp.prettier-vscode", + "DavidAnson.vscode-markdownlint", + "antfu.vite", + "docker.docker", + "ms-vscode-remote.remote-containers", + "ms-azuretools.vscode-docker", + "ms-toolsai.jupyter", + "ms-toolsai.vscode-jupyter-cell-tags", + "ms-toolsai.jupyter-renderers", + "ms-toolsai.vscode-jupyter-slideshow", + ] +} \ No newline at end of file From 1623decd615f5465dbe99c286eff23f9336042f2 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 11 Apr 2025 03:02:43 -0700 Subject: [PATCH 04/63] [chore]: add standard debug launch setups for devcontainer --- .devcontainer/.vscode/launch.json | 64 +++++++++++++++++++++++++++++++ 1 file changed, 64 insertions(+) create mode 100644 .devcontainer/.vscode/launch.json diff --git a/.devcontainer/.vscode/launch.json b/.devcontainer/.vscode/launch.json new file mode 100644 index 00000000000..ba60798b475 --- /dev/null +++ b/.devcontainer/.vscode/launch.json @@ -0,0 +1,64 @@ +{ + // Use IntelliSense to learn about possible attributes. + // Hover to view descriptions of existing attributes. + // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "name": "InvokeAI :: Chrome", + "type": "chrome", + "request": "launch", + "url": "http://localhost:9090", + "webRoot": "${workspaceFolder}/invokeai/frontend/web", + }, + { + "name": "InvokeAI :: Backend", + "type": "debugpy", + "request": "launch", + "program": "scripts/invokeai-web.py", + "args": [ + // Your InvokeAI root dir (where `invokeai.yaml` lives) + "--root", + "/invokeai", + // Access the app from anywhere on your local network + "--host", + "0.0.0.0", + "--port", + "9090", + // Enable hot reloading + "--dev_reload" + ], + "justMyCode": true, + "presentation": { + "echo": true, + "reveal": "always", + "focus": true, + "panel": "dedicated", + "showReuseMessage": false, + "clear": false + } + }, + { + "name": "InvokeAI :: Frontend", + "command": "pnpm dev", + "cwd": "${workspaceRoot}/invokeai/frontend/web", + "request": "launch", + "type": "node-terminal", + "presentation": { + "echo": true, + "reveal": "always", + "focus": true, + "panel": "dedicated", + "showReuseMessage": false, + "clear": false + }, + "serverReadyAction": { + "pattern": "(https?://localhost:[0-9]+)", + "uriFormat": "%s", + "action": "debugWithChrome", + "webRoot": "${workspaceFolder}/invokeai/frontend/web", + "killOnServerStop": true + } + } + ] +} \ No newline at end of file From 95e4ff40f26b7b5fe5661c6e4653e59cdf15b931 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 11 Apr 2025 03:03:34 -0700 Subject: [PATCH 05/63] [chore]: add common build actions --- .vscode/tasks.json | 34 ++++++++++++++++++++++++++++++++++ 1 file changed, 34 insertions(+) create mode 100644 .vscode/tasks.json diff --git a/.vscode/tasks.json b/.vscode/tasks.json new file mode 100644 index 00000000000..556fbb7147f --- /dev/null +++ b/.vscode/tasks.json @@ -0,0 +1,34 @@ +{ + "version": "2.0.0", + "tasks": [ + { + "label": "[Install] UV", + "type": "shell", + "command": "uv pip install .", + "group": { + "kind": "build", + "isDefault": false + } + }, + { + "label": "[Install] PNPM", + "type": "shell", + "command": "pnpm", + "args": ["install", "--dir", "invokeai/frontend/web/"], + "group": { + "kind": "build", + "isDefault": false + } + }, + { + "label": "[Build] PatchMatch", + "type": "shell", + "command": "python", + "args": ["-c", "from patchmatch import patch_match"], + "group": { + "kind": "build", + "isDefault": false + } + } + ] +} From e8054c25b543f0f97c689d268c97d4344b5528b3 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 11 Apr 2025 10:37:18 +0000 Subject: [PATCH 06/63] [chore]: delay pnpm store-dir update command until after cache volume is mounted --- .devcontainer/Dockerfile | 1 - .devcontainer/devcontainer.json | 1 + 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 9969f618217..123542aee81 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -76,7 +76,6 @@ RUN set -eux; \ # Setup PNPM RUN corepack use pnpm && corepack enable -RUN pnpm config --global set store-dir ${CACHE_DIR}/pnpm # Install `uv` for package management # TODO: Shouldnt this be put in the users .local dir? diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 3fd1e6dd748..31a915202b8 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -46,6 +46,7 @@ "80": { "label": "InvokeAI Frontend" }, "9090": { "label": "InvokeAI Backend" } }, + "onCreateCommand": "pnpm config --global set store-dir $XDG_CACHE_HOME/pnpm", "updateContentCommand": { "Frontend::Setup": "pnpm install --dir invokeai/frontend/web/ --frozen-lockfile --reporter append-only", // install all development python dependencies using the exact versions in the lockfile without deleting other packages which might not be specified in the lockfile. From a69558db91b47b52a5183a418f6a425fdb660b79 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 11 Apr 2025 19:37:21 +0000 Subject: [PATCH 07/63] [chore] fix configuring secondary UV index --- .devcontainer/Dockerfile | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 123542aee81..782894eabd2 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -35,15 +35,20 @@ ENV \ PYTHONUNBUFFERED=1 \ PYTHONDONTWRITEBYTECODE=1 \ UV_MANAGED_PYTHON=1 \ - UV_INDEX="https://download.pytorch.org/whl/cu124" \ INVOKEAI_HOST=0.0.0.0 \ INVOKEAI_PORT=9090 \ CONTAINER_UID=${CONTAINER_UID:-1000} \ CONTAINER_GID=${CONTAINER_GID:-1000} +# Set the secondary index for UV to the appropriate PyTorch index URL based on the GPU driver and architecture +# NOTE: this is the index URL that will be used by `uv` to install PyTorch and other packages +# Instead of using an envar we write the value to the user-level config file for UV RUN if [ "$TARGETPLATFORM" = "linux/arm64" ] || [ "$GPU_DRIVER" = "cpu" ]; then export UV_INDEX="https://download.pytorch.org/whl/cpu"; \ elif [ "$GPU_DRIVER" = "rocm" ]; then export UV_INDEX="https://download.pytorch.org/whl/rocm6.2"; \ - fi + else export UV_INDEX="https://download.pytorch.org/whl/cu126"; \ + fi \ + && mkdir -p /home/${USERNAME}/.config/uv/ \ + && echo "[[index]]\nurl = '$(echo $UV_INDEX)'\n" > /home/${USERNAME}/.config/uv/uv.toml # Set Python version # NOTE: this is the version of Python that will be installed by `uv` @@ -58,7 +63,9 @@ ARG CACHE_DIR=/home/${USERNAME}/.cache # https://specifications.freedesktop.org/basedir-spec/basedir-spec-latest.html ENV XDG_CACHE_HOME=${CACHE_DIR} \ GIT_LFS_CACHE=${CACHE_DIR}/git-lfs \ - PATH="$UV_PROJECT_ENVIRONMENT/bin:$CACHE_DIR/pnpm:$CACHE_DIR/uv:$PATH" + PATH="$UV_PROJECT_ENVIRONMENT/bin:$CACHE_DIR/pnpm:$CACHE_DIR/uv:$PATH" \ + PYTHONPATH="$PYTHONPATH:${INVOKEAI_SRC}" + # PYTHONPATH="$UV_PROJECT_ENVIRONMENT/lib/python${PYTHON_VERSION}/site-packages:$PYTHONPATH" \ # Setup cache volume for dependencies VOLUME [ "${CACHE_DIR}", "${INVOKEAI_ROOT}", "${INVOKEAI_SRC}" ] From cefa58b9641f7af762652a4125f2a80e423af1ca Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 11 Apr 2025 19:37:50 +0000 Subject: [PATCH 08/63] [chore] add unit testing tasks to vscode config --- .vscode/tasks.json | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) diff --git a/.vscode/tasks.json b/.vscode/tasks.json index 556fbb7147f..8908678f86f 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -29,6 +29,32 @@ "kind": "build", "isDefault": false } + }, + { + "label": "[Test] Backend", + "type": "shell", + "command": "pytest", + "args": [], + "group": { + "kind": "test", + "isDefault": true + }, + "options": { + "cwd": "${workspaceFolder}/tests" + } + }, + { + "label": "[Test] Frontend", + "type": "shell", + "command": "pnpm", + "args": ["test"], + "group": { + "kind": "test", + "isDefault": true + }, + "options": { + "cwd": "${workspaceFolder}/invokeai/frontend/web/" + } } ] } From 5993a207062d6cea0d2e6289fc8b5d6031d84343 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 11 Apr 2025 19:40:00 +0000 Subject: [PATCH 09/63] [chore]: fix pnpm & UV install commands --- .devcontainer/devcontainer.json | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 31a915202b8..419ccda24b2 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -31,8 +31,8 @@ } ], "containerEnv": { - "RUST_LOG": "trace", - "UV_LINK_MODE": "hardlink" + // "RUST_LOG": "trace", + "UV_COMPILE_BYTECODE": "0" }, "features": { "ghcr.io/devcontainers/features/git-lfs": {}, @@ -48,16 +48,14 @@ }, "onCreateCommand": "pnpm config --global set store-dir $XDG_CACHE_HOME/pnpm", "updateContentCommand": { - "Frontend::Setup": "pnpm install --dir invokeai/frontend/web/ --frozen-lockfile --reporter append-only", - // install all development python dependencies using the exact versions in the lockfile without deleting other packages which might not be specified in the lockfile. - "Backend::Setup": "uv sync --frozen --inexact --active --all-extras --no-extra onnx-directml --no-install-project --no-progress && uv pip install --editable ." - // "Backend::Setup": "uv sync --active --all-extras --no-extra onnx-directml --frozen --inexact && python -c \"from patchmatch import patch_match\"", + "Frontend::Setup": "pnpm install --dir invokeai/frontend/web --reporter append-only --prefer-offline", + "Backend::Setup": "uv sync --inexact --all-extras --no-extra onnx-directml" }, "customizations": { "vscode": { "settings": { // Where your InvokeAI `venv`'s python executable lives - "python.defaultInterpreterPath": "$UV_PROJECT_ENVIRONMENT/bin/python", + "python.defaultInterpreterPath": "~/.venv/bin/python", // "python.defaultInterpreterPath": "/home/node/.cache/uv/bin/python", "python.analysis.extraPaths": ["/invokeai", "${workspaceRoot}"], "editor.formatOnSave": true, From d3f7043b58e41ccd411937078144c29c46673177 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 13 Apr 2025 03:16:39 +0000 Subject: [PATCH 10/63] [chore]: fix source analysis imports for python tooling --- .devcontainer/devcontainer.json | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 419ccda24b2..9c961efbc71 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -54,10 +54,12 @@ "customizations": { "vscode": { "settings": { - // Where your InvokeAI `venv`'s python executable lives "python.defaultInterpreterPath": "~/.venv/bin/python", - // "python.defaultInterpreterPath": "/home/node/.cache/uv/bin/python", - "python.analysis.extraPaths": ["/invokeai", "${workspaceRoot}"], + "python.analysis.extraPaths": [ + "/invokeai", + "/workspaces/InvokeAI", + "~/.venv/lib" + ], "editor.formatOnSave": true, "editor.codeActionsOnSave": { "source.organizeImports": "always" From 72019c4f8f990b0e2e548f01d0871a1f69f7825b Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 13 Apr 2025 03:17:37 +0000 Subject: [PATCH 11/63] [chore]: remove commented envar --- .devcontainer/devcontainer.json | 1 - 1 file changed, 1 deletion(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 9c961efbc71..38f78aee32f 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -31,7 +31,6 @@ } ], "containerEnv": { - // "RUST_LOG": "trace", "UV_COMPILE_BYTECODE": "0" }, "features": { From 5948f0e6a79f89d01fa7e4d7ac1ffe5a15e498eb Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 13 Apr 2025 03:19:45 +0000 Subject: [PATCH 12/63] [chore]: add env samp[le file for devcontainer --- .devcontainer/.env.sample | 6 ++++++ 1 file changed, 6 insertions(+) create mode 100644 .devcontainer/.env.sample diff --git a/.devcontainer/.env.sample b/.devcontainer/.env.sample new file mode 100644 index 00000000000..3787e59da01 --- /dev/null +++ b/.devcontainer/.env.sample @@ -0,0 +1,6 @@ +## Make a copy of this file named `.env` and fill in the values below. +## Any environment variables supported by InvokeAI can be specified here, +## in addition to the examples below. + +## GPU_DRIVER can be set to either `cuda` or `rocm` to enable GPU support in the container accordingly. +# GPU_DRIVER=cuda #| rocm \ No newline at end of file From 586c10e4f1030eedde10d29b63808c252156110e Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 13 Apr 2025 04:01:16 +0000 Subject: [PATCH 13/63] [chore]: correct test tasks to not be default --- .vscode/tasks.json | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.vscode/tasks.json b/.vscode/tasks.json index 8908678f86f..a4c851419e6 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -37,7 +37,7 @@ "args": [], "group": { "kind": "test", - "isDefault": true + "isDefault": false }, "options": { "cwd": "${workspaceFolder}/tests" @@ -50,7 +50,7 @@ "args": ["test"], "group": { "kind": "test", - "isDefault": true + "isDefault": false }, "options": { "cwd": "${workspaceFolder}/invokeai/frontend/web/" From bba9f18e162600d41f999610a1c11c7fc65f19e2 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 13 Apr 2025 04:09:54 +0000 Subject: [PATCH 14/63] [chore]: setup tasks to be better ordered --- .vscode/tasks.json | 73 ++++++++++++++++++++++++++++++++++------------ 1 file changed, 54 insertions(+), 19 deletions(-) diff --git a/.vscode/tasks.json b/.vscode/tasks.json index a4c851419e6..0a8ae77a65a 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -2,58 +2,93 @@ "version": "2.0.0", "tasks": [ { - "label": "[Install] UV", + "label": "Build :: PatchMatch", "type": "shell", - "command": "uv pip install .", + "command": "python", + "args": ["-c", "from patchmatch import patch_match"], "group": { "kind": "build", "isDefault": false + }, + "presentation": { + "group": "build", + "echo": true } }, { - "label": "[Install] PNPM", + "label": "Test :: Backend", "type": "shell", - "command": "pnpm", - "args": ["install", "--dir", "invokeai/frontend/web/"], + "command": "pytest", + "args": [], + "options": { + "cwd": "${workspaceFolder}/tests" + }, "group": { "kind": "build", "isDefault": false + }, + "presentation": { + "echo": true, + "reveal": "always", + "focus": true, + "panel": "dedicated", + "showReuseMessage": false, + "clear": false, + "group": "test" } }, { - "label": "[Build] PatchMatch", + "label": "Test :: Frontend", "type": "shell", - "command": "python", - "args": ["-c", "from patchmatch import patch_match"], + "command": "pnpm", + "args": ["test"], + "options": { + "cwd": "${workspaceFolder}/invokeai/frontend/web/" + }, "group": { "kind": "build", "isDefault": false + }, + "presentation": { + "echo": true, + "reveal": "always", + "focus": true, + "panel": "dedicated", + "showReuseMessage": false, + "clear": false, + "group": "test" } }, { - "label": "[Test] Backend", + "label": "Install :: Backend", "type": "shell", - "command": "pytest", - "args": [], + "command": "uv", + "args": [ + "sync", + "--inexact", + "--all-extras", + "--no-extra", + "onnx-directml" + ], "group": { - "kind": "test", + "kind": "build", "isDefault": false }, - "options": { - "cwd": "${workspaceFolder}/tests" + "presentation": { + "group": "install" } }, { - "label": "[Test] Frontend", + "label": "Install :: Frontend", "type": "shell", "command": "pnpm", - "args": ["test"], + "args": ["install", "--dir", "invokeai/frontend/web/"], "group": { - "kind": "test", + "kind": "build", "isDefault": false }, - "options": { - "cwd": "${workspaceFolder}/invokeai/frontend/web/" + "presentation": { + "group": "install" } } ] From 8d9de4a9936af4d4b5c061c35e4f7fa48af71186 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 13 Apr 2025 04:23:50 +0000 Subject: [PATCH 15/63] [chore]: rollback UV cuda index version --- .devcontainer/Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 782894eabd2..56a45b1ed6c 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -45,7 +45,7 @@ ENV \ # Instead of using an envar we write the value to the user-level config file for UV RUN if [ "$TARGETPLATFORM" = "linux/arm64" ] || [ "$GPU_DRIVER" = "cpu" ]; then export UV_INDEX="https://download.pytorch.org/whl/cpu"; \ elif [ "$GPU_DRIVER" = "rocm" ]; then export UV_INDEX="https://download.pytorch.org/whl/rocm6.2"; \ - else export UV_INDEX="https://download.pytorch.org/whl/cu126"; \ + else export UV_INDEX="https://download.pytorch.org/whl/cu124"; \ fi \ && mkdir -p /home/${USERNAME}/.config/uv/ \ && echo "[[index]]\nurl = '$(echo $UV_INDEX)'\n" > /home/${USERNAME}/.config/uv/uv.toml From 67be0304055c2481898ef244e40aec873e6678ce Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 13 Apr 2025 00:15:15 -0700 Subject: [PATCH 16/63] [chore]: remove commented --- .devcontainer/Dockerfile | 9 --------- 1 file changed, 9 deletions(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 56a45b1ed6c..071b7dccab9 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -65,7 +65,6 @@ ENV XDG_CACHE_HOME=${CACHE_DIR} \ GIT_LFS_CACHE=${CACHE_DIR}/git-lfs \ PATH="$UV_PROJECT_ENVIRONMENT/bin:$CACHE_DIR/pnpm:$CACHE_DIR/uv:$PATH" \ PYTHONPATH="$PYTHONPATH:${INVOKEAI_SRC}" - # PYTHONPATH="$UV_PROJECT_ENVIRONMENT/lib/python${PYTHON_VERSION}/site-packages:$PYTHONPATH" \ # Setup cache volume for dependencies VOLUME [ "${CACHE_DIR}", "${INVOKEAI_ROOT}", "${INVOKEAI_SRC}" ] @@ -88,17 +87,9 @@ RUN corepack use pnpm && corepack enable # TODO: Shouldnt this be put in the users .local dir? COPY --from=ghcr.io/astral-sh/uv /uv /uvx /bin/ -# RUN --mount=type=cache,target=/home/${USERNAME}/.cache/uv \ RUN uv python install ${PYTHON_VERSION} WORKDIR ${INVOKEAI_SRC} -# RUN --mount=type=cache,target=/home/${USERNAME}/.cache/uv \ -# --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ -# --mount=type=bind,source=uv.lock,target=uv.lock \ -# # this is just to get the package manager to recognize that the project exists, without making changes to the docker layer -# --mount=type=bind,source=invokeai/version,target=invokeai/version \ -# uv sync --frozen --inexact --active --all-extras --no-extra onnx-directml - # # build patchmatch # RUN ln -sf --relative /usr/lib/${USERNAME}-linux-gnu/pkgconfig/{opencv4,opencv}.pc && python -c "from patchmatch import patch_match" From f326db5cdd88c4dfdcd90b528ff118f33ce3795d Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 13 Apr 2025 00:17:08 -0700 Subject: [PATCH 17/63] [chore]: todo comment --- .devcontainer/Dockerfile | 1 + 1 file changed, 1 insertion(+) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 071b7dccab9..522cf535417 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -91,5 +91,6 @@ RUN uv python install ${PYTHON_VERSION} WORKDIR ${INVOKEAI_SRC} +# TODO: consider building patchmatch in a seperate stage and copying the files over so we don't have to link deps and install stuff in the container # # build patchmatch # RUN ln -sf --relative /usr/lib/${USERNAME}-linux-gnu/pkgconfig/{opencv4,opencv}.pc && python -c "from patchmatch import patch_match" From aeef00d7c4ab546eeb1cc79f0b5ac3409334a5ec Mon Sep 17 00:00:00 2001 From: David Sisco Date: Mon, 14 Apr 2025 03:01:03 -0700 Subject: [PATCH 18/63] [chore]: remove unneeded UID/GID vars from devcontainer image --- .devcontainer/Dockerfile | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 522cf535417..012c3a96ced 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -1,8 +1,6 @@ FROM mcr.microsoft.com/devcontainers/typescript-node:22 ARG USERNAME=vscode -ARG CONTAINER_UID=1000 -ARG CONTAINER_GID=1000 RUN rm -f /etc/apt/apt.conf.d/docker-clean; echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache RUN --mount=type=cache,target=/var/cache/apt \ @@ -36,9 +34,7 @@ ENV \ PYTHONDONTWRITEBYTECODE=1 \ UV_MANAGED_PYTHON=1 \ INVOKEAI_HOST=0.0.0.0 \ - INVOKEAI_PORT=9090 \ - CONTAINER_UID=${CONTAINER_UID:-1000} \ - CONTAINER_GID=${CONTAINER_GID:-1000} + INVOKEAI_PORT=9090 # Set the secondary index for UV to the appropriate PyTorch index URL based on the GPU driver and architecture # NOTE: this is the index URL that will be used by `uv` to install PyTorch and other packages From 2c16e63bd9db6554c4a0fc61e2419318363b1b50 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Mon, 14 Apr 2025 10:25:27 +0000 Subject: [PATCH 19/63] [chore]: provide env file for devcontainer --- .devcontainer/devcontainer.json | 1 + 1 file changed, 1 insertion(+) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 38f78aee32f..18043436227 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -45,6 +45,7 @@ "80": { "label": "InvokeAI Frontend" }, "9090": { "label": "InvokeAI Backend" } }, + "runArgs": ["--env-file", ".devcontainer/.env"], "onCreateCommand": "pnpm config --global set store-dir $XDG_CACHE_HOME/pnpm", "updateContentCommand": { "Frontend::Setup": "pnpm install --dir invokeai/frontend/web --reporter append-only --prefer-offline", From d0c1e760a0106c40e63f6117eb782584400a03e0 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Mon, 14 Apr 2025 05:05:24 -0700 Subject: [PATCH 20/63] [chore]: create cache volume for model downloads, etc. --- .devcontainer/Dockerfile | 6 ++++-- .devcontainer/devcontainer.json | 6 ++++++ 2 files changed, 10 insertions(+), 2 deletions(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 012c3a96ced..8ad05353a56 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -24,6 +24,7 @@ ARG GPU_DRIVER=cuda ARG INVOKEAI_SRC=/home/${USERNAME}/src/invokeai ARG INVOKEAI_ROOT=/home/${USERNAME}/invokeai-data ARG UV_PROJECT_ENVIRONMENT=/home/${USERNAME}/.venv +ARG HF_HOME=/home/${USERNAME}/.invokeai-cache/huggingface ENV \ VIRTUAL_ENV=${UV_PROJECT_ENVIRONMENT} \ @@ -34,7 +35,8 @@ ENV \ PYTHONDONTWRITEBYTECODE=1 \ UV_MANAGED_PYTHON=1 \ INVOKEAI_HOST=0.0.0.0 \ - INVOKEAI_PORT=9090 + INVOKEAI_PORT=9090 \ + HF_HOME=${HF_HOME} # Set the secondary index for UV to the appropriate PyTorch index URL based on the GPU driver and architecture # NOTE: this is the index URL that will be used by `uv` to install PyTorch and other packages @@ -63,7 +65,7 @@ ENV XDG_CACHE_HOME=${CACHE_DIR} \ PYTHONPATH="$PYTHONPATH:${INVOKEAI_SRC}" # Setup cache volume for dependencies -VOLUME [ "${CACHE_DIR}", "${INVOKEAI_ROOT}", "${INVOKEAI_SRC}" ] +VOLUME [ "${CACHE_DIR}", "${INVOKEAI_ROOT}", "${INVOKEAI_SRC}", "${HF_HOME}" ] # Create & set ownership of directories RUN set -eux; \ diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 18043436227..89d48720eee 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -17,6 +17,12 @@ "source": "invokeai-dev-cache", "target": "/home/node/.cache" }, + { + // Setup a volume for invokeai downloads cache + "type": "volume", + "source": "invokeai-downloads-cache", + "target": "/home/node/.invokeai-cache" + }, { // Setup a volume for the invokeai data (to prevent development work from corrupting users stable invokeai data) "type": "volume", From cfbd569ef072809cee181279862029ebfd3d2094 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Tue, 15 Apr 2025 12:14:09 +0000 Subject: [PATCH 21/63] [chore]: remove unneeded port forward, vite dev gets auto forwarded --- .devcontainer/devcontainer.json | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 89d48720eee..ad9bb8b7660 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -46,9 +46,8 @@ "hostRequirements": { "gpu": "optional" }, - "forwardPorts": [80, 9090], + "forwardPorts": [9090], "portsAttributes": { - "80": { "label": "InvokeAI Frontend" }, "9090": { "label": "InvokeAI Backend" } }, "runArgs": ["--env-file", ".devcontainer/.env"], From 49e2b6a91758928476db144b5529f162f2b5a3ab Mon Sep 17 00:00:00 2001 From: David Sisco Date: Wed, 16 Apr 2025 22:41:35 +0000 Subject: [PATCH 22/63] [chore]: remove invalid launch options from backend debug launcher --- .devcontainer/.vscode/launch.json | 115 ++++++++++++++---------------- 1 file changed, 52 insertions(+), 63 deletions(-) diff --git a/.devcontainer/.vscode/launch.json b/.devcontainer/.vscode/launch.json index ba60798b475..f9f6e4bc869 100644 --- a/.devcontainer/.vscode/launch.json +++ b/.devcontainer/.vscode/launch.json @@ -1,64 +1,53 @@ { - // Use IntelliSense to learn about possible attributes. - // Hover to view descriptions of existing attributes. - // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 - "version": "0.2.0", - "configurations": [ - { - "name": "InvokeAI :: Chrome", - "type": "chrome", - "request": "launch", - "url": "http://localhost:9090", - "webRoot": "${workspaceFolder}/invokeai/frontend/web", - }, - { - "name": "InvokeAI :: Backend", - "type": "debugpy", - "request": "launch", - "program": "scripts/invokeai-web.py", - "args": [ - // Your InvokeAI root dir (where `invokeai.yaml` lives) - "--root", - "/invokeai", - // Access the app from anywhere on your local network - "--host", - "0.0.0.0", - "--port", - "9090", - // Enable hot reloading - "--dev_reload" - ], - "justMyCode": true, - "presentation": { - "echo": true, - "reveal": "always", - "focus": true, - "panel": "dedicated", - "showReuseMessage": false, - "clear": false - } - }, - { - "name": "InvokeAI :: Frontend", - "command": "pnpm dev", - "cwd": "${workspaceRoot}/invokeai/frontend/web", - "request": "launch", - "type": "node-terminal", - "presentation": { - "echo": true, - "reveal": "always", - "focus": true, - "panel": "dedicated", - "showReuseMessage": false, - "clear": false - }, - "serverReadyAction": { - "pattern": "(https?://localhost:[0-9]+)", - "uriFormat": "%s", - "action": "debugWithChrome", - "webRoot": "${workspaceFolder}/invokeai/frontend/web", - "killOnServerStop": true - } - } - ] -} \ No newline at end of file + // Use IntelliSense to learn about possible attributes. + // Hover to view descriptions of existing attributes. + // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "name": "InvokeAI :: Chrome", + "type": "chrome", + "request": "launch", + "url": "http://localhost:9090", + "webRoot": "${workspaceFolder}/invokeai/frontend/web" + }, + { + "name": "InvokeAI :: Backend", + "type": "debugpy", + "request": "launch", + "program": "scripts/invokeai-web.py", + "args": [], + "justMyCode": true, + "presentation": { + "echo": true, + "reveal": "always", + "focus": true, + "panel": "dedicated", + "showReuseMessage": false, + "clear": false + } + }, + { + "name": "InvokeAI :: Frontend", + "command": "pnpm dev", + "cwd": "${workspaceRoot}/invokeai/frontend/web", + "request": "launch", + "type": "node-terminal", + "presentation": { + "echo": true, + "reveal": "always", + "focus": true, + "panel": "dedicated", + "showReuseMessage": false, + "clear": false + }, + "serverReadyAction": { + "pattern": "(https?://localhost:[0-9]+)", + "uriFormat": "%s", + "action": "debugWithChrome", + "webRoot": "${workspaceFolder}/invokeai/frontend/web", + "killOnServerStop": true + } + } + ] +} From 39a3411cb3ff5fdcc54e7f43fb2f4a6fb7e67bf9 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Wed, 16 Apr 2025 22:41:58 +0000 Subject: [PATCH 23/63] [chore]: set python interpreter path correctly in devcontainer settings --- .devcontainer/devcontainer.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index ad9bb8b7660..069403be372 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -59,7 +59,7 @@ "customizations": { "vscode": { "settings": { - "python.defaultInterpreterPath": "~/.venv/bin/python", + "python.defaultInterpreterPath": "home/node/.venv/bin/python", "python.analysis.extraPaths": [ "/invokeai", "/workspaces/InvokeAI", From 7af53f6285c2dc879abde674c453e6f2a21bf7ad Mon Sep 17 00:00:00 2001 From: David Sisco Date: Thu, 17 Apr 2025 01:06:00 +0000 Subject: [PATCH 24/63] [chore]: correctly setup invokeai root envar --- .devcontainer/Dockerfile | 1 + 1 file changed, 1 insertion(+) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 8ad05353a56..e858bfdcc3e 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -36,6 +36,7 @@ ENV \ UV_MANAGED_PYTHON=1 \ INVOKEAI_HOST=0.0.0.0 \ INVOKEAI_PORT=9090 \ + INVOKEAI_ROOT=${INVOKEAI_ROOT} \ HF_HOME=${HF_HOME} # Set the secondary index for UV to the appropriate PyTorch index URL based on the GPU driver and architecture From 43f86d6d815dafdde58c99e9710b1ac57c7f6b26 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Thu, 17 Apr 2025 01:06:38 +0000 Subject: [PATCH 25/63] [chore]: enable dev reloading for backend debug launch --- .devcontainer/.vscode/launch.json | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.devcontainer/.vscode/launch.json b/.devcontainer/.vscode/launch.json index f9f6e4bc869..df75ac5f3c7 100644 --- a/.devcontainer/.vscode/launch.json +++ b/.devcontainer/.vscode/launch.json @@ -18,6 +18,9 @@ "program": "scripts/invokeai-web.py", "args": [], "justMyCode": true, + "env": { + "INVOKE_DEV_RELOAD": "1" + }, "presentation": { "echo": true, "reveal": "always", From aa36f16a490f2618637991f16f5f958b87278414 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 18 Apr 2025 01:10:33 +0000 Subject: [PATCH 26/63] [chore]: fix permissions issues --- .devcontainer/Dockerfile | 6 +++--- .devcontainer/devcontainer.json | 15 +++++---------- 2 files changed, 8 insertions(+), 13 deletions(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index e858bfdcc3e..ec7fafc3b3a 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -66,14 +66,14 @@ ENV XDG_CACHE_HOME=${CACHE_DIR} \ PYTHONPATH="$PYTHONPATH:${INVOKEAI_SRC}" # Setup cache volume for dependencies -VOLUME [ "${CACHE_DIR}", "${INVOKEAI_ROOT}", "${INVOKEAI_SRC}", "${HF_HOME}" ] +VOLUME [ "${CACHE_DIR}", "${INVOKEAI_SRC}", "${HF_HOME}"] # Create & set ownership of directories RUN set -eux; \ mkdir -p ${CACHE_DIR} && \ - mkdir -p ${CACHE_DIR}/pnpm && \ mkdir -p ${CACHE_DIR}/uv && \ - mkdir -p ${INVOKEAI_ROOT} && \ + mkdir -p ${CACHE_DIR}/pnpm && \ + mkdir -p ${INVOKEAI_ROOT}/models && \ mkdir -p ${UV_PROJECT_ENVIRONMENT} && \ chown --recursive ${USERNAME}:${USERNAME} ${CACHE_DIR} && \ chown --recursive ${USERNAME}:${USERNAME} ${INVOKEAI_ROOT} && \ diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 069403be372..c151d39d249 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -6,7 +6,7 @@ "args": { "USERNAME": "node", "PYTHON_VERSION": "3.12", - "INVOKEAI_ROOT": "/invokeai", + "INVOKEAI_ROOT": "/home/node/invokeai", "INVOKEAI_SRC": "/workspaces/InvokeAI" } }, @@ -21,13 +21,7 @@ // Setup a volume for invokeai downloads cache "type": "volume", "source": "invokeai-downloads-cache", - "target": "/home/node/.invokeai-cache" - }, - { - // Setup a volume for the invokeai data (to prevent development work from corrupting users stable invokeai data) - "type": "volume", - "source": "invokeai-data-dev", - "target": "/invokeai" + "target": "/home/node/invokeai/models/.download_cache" }, { // Insert the devcontainers vscode launch config into the container @@ -37,7 +31,8 @@ } ], "containerEnv": { - "UV_COMPILE_BYTECODE": "0" + "UV_COMPILE_BYTECODE": "0", + "INVOKEAI_DEV_RELOAD": "true" }, "features": { "ghcr.io/devcontainers/features/git-lfs": {}, @@ -59,7 +54,7 @@ "customizations": { "vscode": { "settings": { - "python.defaultInterpreterPath": "home/node/.venv/bin/python", + "python.defaultInterpreterPath": "/home/node/.venv/bin/python", "python.analysis.extraPaths": [ "/invokeai", "/workspaces/InvokeAI", From 544d668e03219644194f9289d1fcb1063a1707f0 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 18 Apr 2025 01:11:05 +0000 Subject: [PATCH 27/63] add section for custom nodes to workspace setup --- .devcontainer/InvokeAI.code-workspace | 16 ++++++++++------ 1 file changed, 10 insertions(+), 6 deletions(-) diff --git a/.devcontainer/InvokeAI.code-workspace b/.devcontainer/InvokeAI.code-workspace index c90266511c2..5e16168b6b7 100644 --- a/.devcontainer/InvokeAI.code-workspace +++ b/.devcontainer/InvokeAI.code-workspace @@ -1,10 +1,5 @@ { "folders": [ - { - // Folder for the entire git repo. - "name": "[Repository]", - "path": "../" - }, { // Folder for specifically the frontend sub-project "name": "[Frontend]", @@ -15,10 +10,19 @@ "name": "[Backend]", "path": "../invokeai/backend" }, + { + "name": "[Custom Nodes]", + "path": "/home/node/invokeai/nodes" + }, { // Folder for the invokeai program data (located at filesystem root) "name": "[AppData]", - "path": "/invokeai" + "path": "/home/node/invokeai" + }, + { + // Folder for the entire git repo. + "name": "[Repository]", + "path": "../" } ] } From f948daa6ffdc098054860d5c5805ed818fefa186 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 01:46:53 +0000 Subject: [PATCH 28/63] [chore]: fix permissions issue with download cache folder --- .devcontainer/Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index ec7fafc3b3a..2758d7b3d15 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -73,7 +73,7 @@ RUN set -eux; \ mkdir -p ${CACHE_DIR} && \ mkdir -p ${CACHE_DIR}/uv && \ mkdir -p ${CACHE_DIR}/pnpm && \ - mkdir -p ${INVOKEAI_ROOT}/models && \ + mkdir -p ${INVOKEAI_ROOT}/models/.download_cache && \ mkdir -p ${UV_PROJECT_ENVIRONMENT} && \ chown --recursive ${USERNAME}:${USERNAME} ${CACHE_DIR} && \ chown --recursive ${USERNAME}:${USERNAME} ${INVOKEAI_ROOT} && \ From 2024a478cbb6b6eca7c4fe82f813a25c475f8223 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 01:48:05 +0000 Subject: [PATCH 29/63] [chore]: add mounting for custom node development --- .devcontainer/InvokeAI.code-workspace | 18 +++++++++--------- .devcontainer/devcontainer.json | 12 +++++++----- 2 files changed, 16 insertions(+), 14 deletions(-) diff --git a/.devcontainer/InvokeAI.code-workspace b/.devcontainer/InvokeAI.code-workspace index 5e16168b6b7..6dabefd63b5 100644 --- a/.devcontainer/InvokeAI.code-workspace +++ b/.devcontainer/InvokeAI.code-workspace @@ -1,5 +1,14 @@ { "folders": [ + { + // Folder for the invokeai program data (located at filesystem root) + "name": "[AppData]", + "path": "/home/node/invokeai" + }, + { + "name": "[Custom Nodes]", + "path": "../invokeai/app/invocations/custom_nodes/src" + }, { // Folder for specifically the frontend sub-project "name": "[Frontend]", @@ -10,15 +19,6 @@ "name": "[Backend]", "path": "../invokeai/backend" }, - { - "name": "[Custom Nodes]", - "path": "/home/node/invokeai/nodes" - }, - { - // Folder for the invokeai program data (located at filesystem root) - "name": "[AppData]", - "path": "/home/node/invokeai" - }, { // Folder for the entire git repo. "name": "[Repository]", diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index c151d39d249..6453bd5fb7e 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -28,6 +28,12 @@ "type": "bind", "source": "${localWorkspaceFolder}/.devcontainer/.vscode/launch.json", "target": "${containerWorkspaceFolder}/.vscode/launch.json" + }, + { + // Mount the custom-nodes folder at repo root to allow for easier custom-node development + "type": "bind", + "source": "${localWorkspaceFolder}/.devcontainer/mounts/custom-nodes", + "target": "${containerWorkspaceFolder}/invokeai/app/invocations/custom_nodes/src" } ], "containerEnv": { @@ -41,10 +47,6 @@ "hostRequirements": { "gpu": "optional" }, - "forwardPorts": [9090], - "portsAttributes": { - "9090": { "label": "InvokeAI Backend" } - }, "runArgs": ["--env-file", ".devcontainer/.env"], "onCreateCommand": "pnpm config --global set store-dir $XDG_CACHE_HOME/pnpm", "updateContentCommand": { @@ -58,7 +60,7 @@ "python.analysis.extraPaths": [ "/invokeai", "/workspaces/InvokeAI", - "~/.venv/lib" + "/home/node/.venv/lib" ], "editor.formatOnSave": true, "editor.codeActionsOnSave": { From 30f89afc8457aee55541f94135a096a68cf25670 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 01:48:36 +0000 Subject: [PATCH 30/63] [chore] add loading for mounted custom nodes --- invokeai/app/invocations/__init__.py | 5 ++- .../app/invocations/custom_nodes/__init__.py | 36 +++++++++++++++++++ 2 files changed, 40 insertions(+), 1 deletion(-) create mode 100644 invokeai/app/invocations/custom_nodes/__init__.py diff --git a/invokeai/app/invocations/__init__.py b/invokeai/app/invocations/__init__.py index c8d64437524..0060105820a 100644 --- a/invokeai/app/invocations/__init__.py +++ b/invokeai/app/invocations/__init__.py @@ -1,5 +1,8 @@ from pathlib import Path +# import any folders within 'custom_nodes/src/' as modules (for better devcontainer development). +from .custom_nodes import * # type: ignore[reportUnusedImport] + # add core nodes to __all__ python_files = filter(lambda f: not f.name.startswith("_"), Path(__file__).parent.glob("*.py")) -__all__ = [f.stem for f in python_files] # type: ignore +__all__ = [f.stem for f in python_files] # type: ignore \ No newline at end of file diff --git a/invokeai/app/invocations/custom_nodes/__init__.py b/invokeai/app/invocations/custom_nodes/__init__.py new file mode 100644 index 00000000000..bf1a6eabc51 --- /dev/null +++ b/invokeai/app/invocations/custom_nodes/__init__.py @@ -0,0 +1,36 @@ +import importlib +import os +import pkgutil +import sys + +from invokeai.backend.util.logging import InvokeAILogger + +logger = InvokeAILogger.get_logger() + +# Compute the path to `src/` directory +here = os.path.dirname(__file__) +src_path = os.path.join(here, 'src') + +# Tell Python to treat src/ as part of this package +# (so that pkgutil.iter_modules will see the sub‑packages) +sys.path.insert(0, str(src_path)) + +loaded = 0 +# Iterate over every entry in src/, and for each package, import it +for finder, pkg_name, is_pkg in pkgutil.iter_modules([src_path]): + if not is_pkg: + continue + + # avoid double‑import + if pkg_name in sys.modules: + continue + + try: + logger.info(f"Importing custom node package {pkg_name!r}") + importlib.import_module(pkg_name) + loaded += 1 + except Exception as e: + logger.error(f"Failed to import {pkg_name!r}: {e}") + +if loaded: + logger.info(f"Loaded {loaded} custom node package(s) from {src_path!r}") \ No newline at end of file From 7a2ed579e482b83aec0804f708f1d79380cb2654 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 02:04:16 +0000 Subject: [PATCH 31/63] [chore]: add readme for custom node development --- .devcontainer/mounts/custom-nodes/.gitignore | 2 ++ .devcontainer/mounts/custom-nodes/README.md | 12 ++++++++++++ 2 files changed, 14 insertions(+) create mode 100644 .devcontainer/mounts/custom-nodes/.gitignore create mode 100644 .devcontainer/mounts/custom-nodes/README.md diff --git a/.devcontainer/mounts/custom-nodes/.gitignore b/.devcontainer/mounts/custom-nodes/.gitignore new file mode 100644 index 00000000000..5924b3737f7 --- /dev/null +++ b/.devcontainer/mounts/custom-nodes/.gitignore @@ -0,0 +1,2 @@ +# ignore any folders within this directory +*/* diff --git a/.devcontainer/mounts/custom-nodes/README.md b/.devcontainer/mounts/custom-nodes/README.md new file mode 100644 index 00000000000..827f5511fa1 --- /dev/null +++ b/.devcontainer/mounts/custom-nodes/README.md @@ -0,0 +1,12 @@ +## Custom Node Development + +Any folders placed in this directory will be mounted into the container. +Invoke will automatically load these folders as custom nodes packages. +Sub-folders in this directory may even contain their own git repositories without conflicting with the InvokeAI repository, meaning vscode will not show your custom-node projects files as uncommitted changes for the invokeai repository. + +All normal development tooling will work as expected, including: + +- Debugging, breakpoints, and variable inspection. +- Import resolution. +- Linting and formatting. +- Type checking. From 2fb00bb6f5c1e42f55d7e3ca59f4a0ed4a09ce2d Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 02:09:58 +0000 Subject: [PATCH 32/63] [chore] update readme to describe code-workspace file --- .devcontainer/mounts/custom-nodes/README.md | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/.devcontainer/mounts/custom-nodes/README.md b/.devcontainer/mounts/custom-nodes/README.md index 827f5511fa1..80ff4fac7ca 100644 --- a/.devcontainer/mounts/custom-nodes/README.md +++ b/.devcontainer/mounts/custom-nodes/README.md @@ -10,3 +10,13 @@ All normal development tooling will work as expected, including: - Import resolution. - Linting and formatting. - Type checking. + +## VSCode Workspace + +Within the .devcontainer folder there is a `.code-workspace` file. +Opening this workspace within the devcontainer is encouraged as it will provide easy access to the most commonly used folders and files, including: + +- InvokeAI application data folder. +- All custom node folders. +- InvokeAI frontend code +- InvokeAI backend code From 482eaefbe67c1caea892ed4d9d0ba30140954fae Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 13:53:13 -0700 Subject: [PATCH 33/63] remove commented --- .devcontainer/Dockerfile | 10 +++------- 1 file changed, 3 insertions(+), 7 deletions(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 2758d7b3d15..117a4a03e81 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -1,6 +1,6 @@ FROM mcr.microsoft.com/devcontainers/typescript-node:22 - -ARG USERNAME=vscode +# The default username for most devcontainer-base-images is 'vscode', but the typescript-node image uses 'node'. +ARG USERNAME=node RUN rm -f /etc/apt/apt.conf.d/docker-clean; echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache RUN --mount=type=cache,target=/var/cache/apt \ @@ -88,8 +88,4 @@ COPY --from=ghcr.io/astral-sh/uv /uv /uvx /bin/ RUN uv python install ${PYTHON_VERSION} -WORKDIR ${INVOKEAI_SRC} - -# TODO: consider building patchmatch in a seperate stage and copying the files over so we don't have to link deps and install stuff in the container -# # build patchmatch -# RUN ln -sf --relative /usr/lib/${USERNAME}-linux-gnu/pkgconfig/{opencv4,opencv}.pc && python -c "from patchmatch import patch_match" +WORKDIR ${INVOKEAI_SRC} \ No newline at end of file From a19a0e8958152de265d4ddc9ebdd2aa6f739cdb9 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 13:53:30 -0700 Subject: [PATCH 34/63] [chore]: reenable UV compiling --- .devcontainer/devcontainer.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 6453bd5fb7e..84bad27e8d2 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -37,7 +37,7 @@ } ], "containerEnv": { - "UV_COMPILE_BYTECODE": "0", + "UV_COMPILE_BYTECODE": "1", "INVOKEAI_DEV_RELOAD": "true" }, "features": { From d1587a4baf292732303442d2fc202a9f9f24c7da Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 14:01:05 -0700 Subject: [PATCH 35/63] [chore]: pin UV to minor version (allow patches) --- .devcontainer/Dockerfile | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 117a4a03e81..abfe20c2b2d 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -83,8 +83,7 @@ RUN set -eux; \ RUN corepack use pnpm && corepack enable # Install `uv` for package management -# TODO: Shouldnt this be put in the users .local dir? -COPY --from=ghcr.io/astral-sh/uv /uv /uvx /bin/ +COPY --from=ghcr.io/astral-sh/uv:0.6 /uv /uvx /bin/ RUN uv python install ${PYTHON_VERSION} From 0ff8037d1ea46166340a13c265dbae150323876a Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 21:19:01 +0000 Subject: [PATCH 36/63] [chore]: add gitignore to app/invocations/custom_nodes to ignore contents of src directory --- invokeai/app/invocations/custom_nodes/.gitignore | 1 + invokeai/app/invocations/custom_nodes/.gitinclude | 2 ++ 2 files changed, 3 insertions(+) create mode 100644 invokeai/app/invocations/custom_nodes/.gitignore create mode 100644 invokeai/app/invocations/custom_nodes/.gitinclude diff --git a/invokeai/app/invocations/custom_nodes/.gitignore b/invokeai/app/invocations/custom_nodes/.gitignore new file mode 100644 index 00000000000..aa850f42a4a --- /dev/null +++ b/invokeai/app/invocations/custom_nodes/.gitignore @@ -0,0 +1 @@ +src/* \ No newline at end of file diff --git a/invokeai/app/invocations/custom_nodes/.gitinclude b/invokeai/app/invocations/custom_nodes/.gitinclude new file mode 100644 index 00000000000..770c923ed1f --- /dev/null +++ b/invokeai/app/invocations/custom_nodes/.gitinclude @@ -0,0 +1,2 @@ +README.md +__init__.py From 9d1904ce8af79b36aa08a52b50fbab94554d4417 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 22:30:58 +0000 Subject: [PATCH 37/63] [chore]: add commands for auto fixing linting errors --- .vscode/tasks.json | 21 ++++++++++++++++++--- 1 file changed, 18 insertions(+), 3 deletions(-) diff --git a/.vscode/tasks.json b/.vscode/tasks.json index 0a8ae77a65a..906fd389576 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -2,10 +2,25 @@ "version": "2.0.0", "tasks": [ { - "label": "Build :: PatchMatch", + "label": "Lint :: Fix Python Linting Errors", "type": "shell", - "command": "python", - "args": ["-c", "from patchmatch import patch_match"], + "command": "ruff check --fix", + "group": { + "kind": "build", + "isDefault": false + }, + "presentation": { + "group": "build", + "echo": true + } + }, + { + "label": "Lint :: Fix TypeScript Linting Errors", + "type": "shell", + "command": "pnpm fix", + "options": { + "cwd": "${workspaceFolder}/invokeai/frontend/web/" + }, "group": { "kind": "build", "isDefault": false From 839a3a2a689e4bacd2e19401cf3c2e9bf480afb9 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 22:35:22 +0000 Subject: [PATCH 38/63] [chore]: linting --- invokeai/app/invocations/__init__.py | 2 +- invokeai/app/invocations/custom_nodes/__init__.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/invokeai/app/invocations/__init__.py b/invokeai/app/invocations/__init__.py index 0060105820a..6cae71f7e14 100644 --- a/invokeai/app/invocations/__init__.py +++ b/invokeai/app/invocations/__init__.py @@ -5,4 +5,4 @@ # add core nodes to __all__ python_files = filter(lambda f: not f.name.startswith("_"), Path(__file__).parent.glob("*.py")) -__all__ = [f.stem for f in python_files] # type: ignore \ No newline at end of file +__all__ = [f.stem for f in python_files] # type: ignore diff --git a/invokeai/app/invocations/custom_nodes/__init__.py b/invokeai/app/invocations/custom_nodes/__init__.py index bf1a6eabc51..311c0f5b8a4 100644 --- a/invokeai/app/invocations/custom_nodes/__init__.py +++ b/invokeai/app/invocations/custom_nodes/__init__.py @@ -33,4 +33,4 @@ logger.error(f"Failed to import {pkg_name!r}: {e}") if loaded: - logger.info(f"Loaded {loaded} custom node package(s) from {src_path!r}") \ No newline at end of file + logger.info(f"Loaded {loaded} custom node package(s) from {src_path!r}") From fa30bb060a036d1a47ca6554b6debb5a2834e683 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 19 Apr 2025 22:46:19 +0000 Subject: [PATCH 39/63] chore: rename compute device arg --- .devcontainer/Dockerfile | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index abfe20c2b2d..06cdabd829b 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -20,7 +20,7 @@ RUN --mount=type=cache,target=/var/cache/apt \ RUN mkdir -p "/opt/amdgpu/share/libdrm" &&\ ln -s "/usr/share/libdrm/amdgpu.ids" "/opt/amdgpu/share/libdrm/amdgpu.ids" -ARG GPU_DRIVER=cuda +ARG COMPUTE_DEVICE=cuda ARG INVOKEAI_SRC=/home/${USERNAME}/src/invokeai ARG INVOKEAI_ROOT=/home/${USERNAME}/invokeai-data ARG UV_PROJECT_ENVIRONMENT=/home/${USERNAME}/.venv @@ -42,8 +42,8 @@ ENV \ # Set the secondary index for UV to the appropriate PyTorch index URL based on the GPU driver and architecture # NOTE: this is the index URL that will be used by `uv` to install PyTorch and other packages # Instead of using an envar we write the value to the user-level config file for UV -RUN if [ "$TARGETPLATFORM" = "linux/arm64" ] || [ "$GPU_DRIVER" = "cpu" ]; then export UV_INDEX="https://download.pytorch.org/whl/cpu"; \ - elif [ "$GPU_DRIVER" = "rocm" ]; then export UV_INDEX="https://download.pytorch.org/whl/rocm6.2"; \ +RUN if [ "$TARGETPLATFORM" = "linux/arm64" ] || [ "$COMPUTE_DEVICE" = "cpu" ]; then export UV_INDEX="https://download.pytorch.org/whl/cpu"; \ + elif [ "$COMPUTE_DEVICE" = "rocm" ]; then export UV_INDEX="https://download.pytorch.org/whl/rocm6.2"; \ else export UV_INDEX="https://download.pytorch.org/whl/cu124"; \ fi \ && mkdir -p /home/${USERNAME}/.config/uv/ \ From 324fbe475c5e1da623fba24c574bcdba2c37fc6c Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 20 Apr 2025 01:40:08 +0000 Subject: [PATCH 40/63] [chore]: turn on torch logging by default for development --- .devcontainer/devcontainer.json | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 84bad27e8d2..4a5d4fd0918 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -38,7 +38,8 @@ ], "containerEnv": { "UV_COMPILE_BYTECODE": "1", - "INVOKEAI_DEV_RELOAD": "true" + "INVOKEAI_DEV_RELOAD": "true", + "TORCH_LOG": "perf_hints, guards, dynamic" }, "features": { "ghcr.io/devcontainers/features/git-lfs": {}, From 1ac9d3cddfc7309d7ce9ceb3f02e774d1cd01fad Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 20 Apr 2025 01:50:49 +0000 Subject: [PATCH 41/63] [chore]: move pytorch envar to backend launch config instead --- .devcontainer/.vscode/launch.json | 3 ++- .devcontainer/devcontainer.json | 3 +-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.devcontainer/.vscode/launch.json b/.devcontainer/.vscode/launch.json index df75ac5f3c7..1573f35c9d4 100644 --- a/.devcontainer/.vscode/launch.json +++ b/.devcontainer/.vscode/launch.json @@ -19,7 +19,8 @@ "args": [], "justMyCode": true, "env": { - "INVOKE_DEV_RELOAD": "1" + "INVOKE_DEV_RELOAD": "1", + "TORCH_LOGS": "perf_hints,guards,dynamic" }, "presentation": { "echo": true, diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 4a5d4fd0918..84bad27e8d2 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -38,8 +38,7 @@ ], "containerEnv": { "UV_COMPILE_BYTECODE": "1", - "INVOKEAI_DEV_RELOAD": "true", - "TORCH_LOG": "perf_hints, guards, dynamic" + "INVOKEAI_DEV_RELOAD": "true" }, "features": { "ghcr.io/devcontainers/features/git-lfs": {}, From 893ea143bbf4a184087d786016756e380d91f751 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 20 Apr 2025 03:18:00 +0000 Subject: [PATCH 42/63] [chore]: nope, logging is annoying --- .devcontainer/.vscode/launch.json | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.devcontainer/.vscode/launch.json b/.devcontainer/.vscode/launch.json index 1573f35c9d4..df75ac5f3c7 100644 --- a/.devcontainer/.vscode/launch.json +++ b/.devcontainer/.vscode/launch.json @@ -19,8 +19,7 @@ "args": [], "justMyCode": true, "env": { - "INVOKE_DEV_RELOAD": "1", - "TORCH_LOGS": "perf_hints,guards,dynamic" + "INVOKE_DEV_RELOAD": "1" }, "presentation": { "echo": true, From addc02d708c817f83a5f2181ac2589ef6c92168a Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 20 Apr 2025 19:59:08 +0000 Subject: [PATCH 43/63] [chore]: move devcontainer readme to root of devcontainer folder --- .devcontainer/{mounts/custom-nodes => }/README.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) rename .devcontainer/{mounts/custom-nodes => }/README.md (67%) diff --git a/.devcontainer/mounts/custom-nodes/README.md b/.devcontainer/README.md similarity index 67% rename from .devcontainer/mounts/custom-nodes/README.md rename to .devcontainer/README.md index 80ff4fac7ca..fb9f0575d4b 100644 --- a/.devcontainer/mounts/custom-nodes/README.md +++ b/.devcontainer/README.md @@ -1,6 +1,6 @@ ## Custom Node Development -Any folders placed in this directory will be mounted into the container. +Any folders placed in the `.devcontainer/mounts/custom-nodes` directory will be mounted into the container. Invoke will automatically load these folders as custom nodes packages. Sub-folders in this directory may even contain their own git repositories without conflicting with the InvokeAI repository, meaning vscode will not show your custom-node projects files as uncommitted changes for the invokeai repository. @@ -13,10 +13,10 @@ All normal development tooling will work as expected, including: ## VSCode Workspace -Within the .devcontainer folder there is a `.code-workspace` file. +Within the .devcontainer folder there is an `InvokeAI.code-workspace` file. Opening this workspace within the devcontainer is encouraged as it will provide easy access to the most commonly used folders and files, including: -- InvokeAI application data folder. -- All custom node folders. -- InvokeAI frontend code -- InvokeAI backend code +- InvokeAI application data folder (database/models/config/etc). +- Mounted custom-node packages. +- InvokeAI frontend src +- InvokeAI backend src From 0e963946aae891dd79af923255cffbd2ca4dd5f4 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 20 Apr 2025 20:11:07 +0000 Subject: [PATCH 44/63] [chore]: improve devcontainer README --- .devcontainer/README.md | 32 ++++++++++++++++++++++---------- 1 file changed, 22 insertions(+), 10 deletions(-) diff --git a/.devcontainer/README.md b/.devcontainer/README.md index fb9f0575d4b..e716bed6434 100644 --- a/.devcontainer/README.md +++ b/.devcontainer/README.md @@ -1,22 +1,34 @@ -## Custom Node Development +# Overview -Any folders placed in the `.devcontainer/mounts/custom-nodes` directory will be mounted into the container. -Invoke will automatically load these folders as custom nodes packages. -Sub-folders in this directory may even contain their own git repositories without conflicting with the InvokeAI repository, meaning vscode will not show your custom-node projects files as uncommitted changes for the invokeai repository. +This folder contains the devcontainer setup used by InvokeAI. -All normal development tooling will work as expected, including: +## Common Problems -- Debugging, breakpoints, and variable inspection. -- Import resolution. -- Linting and formatting. -- Type checking. +#### Launching backend after container rebuild results in package related error + +eg: `Cannot reference module onnx-runtime/foo/bar` +This can sometimes happen and appears to be related to `uv.lockfile` permissions, this can usually be fixed with `F1 -> Rebuild container`, or if that fails delete the uv lockfile and then rebuild the container. +If both of these fail then there may be a legitimate package versioning issue, ask for help on the discord! ## VSCode Workspace -Within the .devcontainer folder there is an `InvokeAI.code-workspace` file. +Within this folder there is an `InvokeAI.code-workspace` file. Opening this workspace within the devcontainer is encouraged as it will provide easy access to the most commonly used folders and files, including: - InvokeAI application data folder (database/models/config/etc). - Mounted custom-node packages. - InvokeAI frontend src - InvokeAI backend src + +## Custom Node Development + +Any folders placed in the `.devcontainer/mounts/custom-nodes` directory will be mounted into the container. +Invoke will automatically load these folders as custom nodes packages. +Sub-folders in this directory may even contain their own git repositories without conflicting with the InvokeAI repository, meaning vscode will not show your custom-node projects files as uncommitted changes for the invokeai repository. + +All normal development tooling will work as expected, including: + +- Debugging, breakpoints, and variable inspection. +- Import resolution. +- Linting and formatting. +- Type checking. From 453448c0fa0b85e2d479b3f49626abd1cc663835 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 20 Apr 2025 20:25:05 +0000 Subject: [PATCH 45/63] [chore]: fix linting problems --- invokeai/app/invocations/__init__.py | 5 +++-- invokeai/app/invocations/custom_nodes/__init__.py | 9 ++++----- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/invokeai/app/invocations/__init__.py b/invokeai/app/invocations/__init__.py index 6cae71f7e14..a6b715977a8 100644 --- a/invokeai/app/invocations/__init__.py +++ b/invokeai/app/invocations/__init__.py @@ -1,7 +1,8 @@ +import importlib from pathlib import Path -# import any folders within 'custom_nodes/src/' as modules (for better devcontainer development). -from .custom_nodes import * # type: ignore[reportUnusedImport] +# import any devcontainer mounted nodes within 'custom_nodes' as modules (devcontainer mounts them here instead of /invokeai/nodes to avoid confusing development tools like the debugger or pylance or whatever). +importlib.import_module("invokeai.app.invocations.custom_nodes") # add core nodes to __all__ python_files = filter(lambda f: not f.name.startswith("_"), Path(__file__).parent.glob("*.py")) diff --git a/invokeai/app/invocations/custom_nodes/__init__.py b/invokeai/app/invocations/custom_nodes/__init__.py index 311c0f5b8a4..335dd17fd0e 100644 --- a/invokeai/app/invocations/custom_nodes/__init__.py +++ b/invokeai/app/invocations/custom_nodes/__init__.py @@ -8,8 +8,7 @@ logger = InvokeAILogger.get_logger() # Compute the path to `src/` directory -here = os.path.dirname(__file__) -src_path = os.path.join(here, 'src') +src_path = os.path.join(os.path.dirname(__file__), 'src') # Tell Python to treat src/ as part of this package # (so that pkgutil.iter_modules will see the sub‑packages) @@ -17,7 +16,7 @@ loaded = 0 # Iterate over every entry in src/, and for each package, import it -for finder, pkg_name, is_pkg in pkgutil.iter_modules([src_path]): +for _, pkg_name, is_pkg in pkgutil.iter_modules([src_path]): if not is_pkg: continue @@ -26,11 +25,11 @@ continue try: - logger.info(f"Importing custom node package {pkg_name!r}") + logger.info(f"Mounting custom-node package for development {pkg_name!r}") importlib.import_module(pkg_name) loaded += 1 except Exception as e: logger.error(f"Failed to import {pkg_name!r}: {e}") if loaded: - logger.info(f"Loaded {loaded} custom node package(s) from {src_path!r}") + logger.info(f"Loaded {loaded} custom-node package(s) from {src_path!r}") From cd9f4713bfe75ebacaa635a3cef7c2cc2419cb54 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 20 Apr 2025 20:42:51 +0000 Subject: [PATCH 46/63] [chore] disable editor auto-saving when a file has errors by default, for conveniance. --- .devcontainer/devcontainer.json | 1 + 1 file changed, 1 insertion(+) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 84bad27e8d2..1e494bfcea1 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -62,6 +62,7 @@ "/workspaces/InvokeAI", "/home/node/.venv/lib" ], + "files.autoSaveWhenNoErrors": true, "editor.formatOnSave": true, "editor.codeActionsOnSave": { "source.organizeImports": "always" From 65c112aafae09e91e7d8fdc762836d3deaf73f8e Mon Sep 17 00:00:00 2001 From: David Sisco Date: Mon, 21 Apr 2025 01:02:39 +0000 Subject: [PATCH 47/63] [chore]: include exception info for custom-node loading errors --- invokeai/app/invocations/custom_nodes/__init__.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/invokeai/app/invocations/custom_nodes/__init__.py b/invokeai/app/invocations/custom_nodes/__init__.py index 335dd17fd0e..6174c84ea1b 100644 --- a/invokeai/app/invocations/custom_nodes/__init__.py +++ b/invokeai/app/invocations/custom_nodes/__init__.py @@ -25,11 +25,12 @@ continue try: - logger.info(f"Mounting custom-node package for development {pkg_name!r}") + logger.info(f"Loading custom-node package for development {pkg_name!r}") importlib.import_module(pkg_name) loaded += 1 except Exception as e: - logger.error(f"Failed to import {pkg_name!r}: {e}") + logger.error(f"Failed to load {pkg_name!r}: {e}", exc_info=True) + continue if loaded: - logger.info(f"Loaded {loaded} custom-node package(s) from {src_path!r}") + logger.info(f"Loaded {loaded} custom-node package(s)") From 64112ee1082b67fc67a2434dee59f4a5066da583 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Mon, 21 Apr 2025 03:49:04 +0000 Subject: [PATCH 48/63] chore: fool that I am for not just using the normal custom-nodes directory... --- .devcontainer/devcontainer.json | 4 +-- .devcontainer/mounts/custom-nodes/.gitignore | 2 +- invokeai/app/invocations/__init__.py | 4 --- .../app/invocations/custom_nodes/__init__.py | 36 ------------------- invokeai/app/invocations/load_custom_nodes.py | 5 ++- 5 files changed, 7 insertions(+), 44 deletions(-) delete mode 100644 invokeai/app/invocations/custom_nodes/__init__.py diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 1e494bfcea1..26fca1b5b37 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -5,7 +5,7 @@ "context": "../..", "args": { "USERNAME": "node", - "PYTHON_VERSION": "3.12", + "PYTHON_VERSION": "3.12", // The python version which will be installed in the container "INVOKEAI_ROOT": "/home/node/invokeai", "INVOKEAI_SRC": "/workspaces/InvokeAI" } @@ -33,7 +33,7 @@ // Mount the custom-nodes folder at repo root to allow for easier custom-node development "type": "bind", "source": "${localWorkspaceFolder}/.devcontainer/mounts/custom-nodes", - "target": "${containerWorkspaceFolder}/invokeai/app/invocations/custom_nodes/src" + "target": "/home/node/invokeai/nodes" } ], "containerEnv": { diff --git a/.devcontainer/mounts/custom-nodes/.gitignore b/.devcontainer/mounts/custom-nodes/.gitignore index 5924b3737f7..c44884ea1e2 100644 --- a/.devcontainer/mounts/custom-nodes/.gitignore +++ b/.devcontainer/mounts/custom-nodes/.gitignore @@ -1,2 +1,2 @@ # ignore any folders within this directory -*/* +* diff --git a/invokeai/app/invocations/__init__.py b/invokeai/app/invocations/__init__.py index a6b715977a8..c8d64437524 100644 --- a/invokeai/app/invocations/__init__.py +++ b/invokeai/app/invocations/__init__.py @@ -1,9 +1,5 @@ -import importlib from pathlib import Path -# import any devcontainer mounted nodes within 'custom_nodes' as modules (devcontainer mounts them here instead of /invokeai/nodes to avoid confusing development tools like the debugger or pylance or whatever). -importlib.import_module("invokeai.app.invocations.custom_nodes") - # add core nodes to __all__ python_files = filter(lambda f: not f.name.startswith("_"), Path(__file__).parent.glob("*.py")) __all__ = [f.stem for f in python_files] # type: ignore diff --git a/invokeai/app/invocations/custom_nodes/__init__.py b/invokeai/app/invocations/custom_nodes/__init__.py deleted file mode 100644 index 6174c84ea1b..00000000000 --- a/invokeai/app/invocations/custom_nodes/__init__.py +++ /dev/null @@ -1,36 +0,0 @@ -import importlib -import os -import pkgutil -import sys - -from invokeai.backend.util.logging import InvokeAILogger - -logger = InvokeAILogger.get_logger() - -# Compute the path to `src/` directory -src_path = os.path.join(os.path.dirname(__file__), 'src') - -# Tell Python to treat src/ as part of this package -# (so that pkgutil.iter_modules will see the sub‑packages) -sys.path.insert(0, str(src_path)) - -loaded = 0 -# Iterate over every entry in src/, and for each package, import it -for _, pkg_name, is_pkg in pkgutil.iter_modules([src_path]): - if not is_pkg: - continue - - # avoid double‑import - if pkg_name in sys.modules: - continue - - try: - logger.info(f"Loading custom-node package for development {pkg_name!r}") - importlib.import_module(pkg_name) - loaded += 1 - except Exception as e: - logger.error(f"Failed to load {pkg_name!r}: {e}", exc_info=True) - continue - -if loaded: - logger.info(f"Loaded {loaded} custom-node package(s)") diff --git a/invokeai/app/invocations/load_custom_nodes.py b/invokeai/app/invocations/load_custom_nodes.py index a3a8194a3b9..fcabe76ed52 100644 --- a/invokeai/app/invocations/load_custom_nodes.py +++ b/invokeai/app/invocations/load_custom_nodes.py @@ -28,7 +28,10 @@ def load_custom_nodes(custom_nodes_path: Path, logger: logging.Logger): target_custom_nodes_readme_path = Path(custom_nodes_path) / "README.md" # copy our custom nodes README to the custom nodes directory - shutil.copy(source_custom_nodes_readme_path, target_custom_nodes_readme_path) + try: + shutil.copy(source_custom_nodes_readme_path, target_custom_nodes_readme_path) + except Exception as e: + logger.warning(f"Failed to copy custom nodes README file to {custom_nodes_path}: {e}") loaded_packs: list[str] = [] failed_packs: list[str] = [] From a8b0554c3964184f3cac258ef665514b38e796c1 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Mon, 21 Apr 2025 03:51:28 +0000 Subject: [PATCH 49/63] chore: oh yea, also fix the custom-nodes path in the workspace file... --- .devcontainer/InvokeAI.code-workspace | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.devcontainer/InvokeAI.code-workspace b/.devcontainer/InvokeAI.code-workspace index 6dabefd63b5..65b324f02b6 100644 --- a/.devcontainer/InvokeAI.code-workspace +++ b/.devcontainer/InvokeAI.code-workspace @@ -7,7 +7,7 @@ }, { "name": "[Custom Nodes]", - "path": "../invokeai/app/invocations/custom_nodes/src" + "path": "/home/node/invokeai/nodes" }, { // Folder for specifically the frontend sub-project From e7161e88dacf41069bacda5a411d9e2ffb14e3e0 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Mon, 21 Apr 2025 06:11:18 +0000 Subject: [PATCH 50/63] chore: enable juririgged polling for devcontainer support chore: use container mount path variable instead of hardcoded strings chore: add proper env file initialization for devcontainer chore: explicitly create other cache folders chore remove file so it can be recommitted properly chore: commit init file with executable mode set chore: remove unneeded debug launch target chore: add more recommended extensions chore: remove unneeded git files chore: fix python preinstall chore: update cuda index to match main chore: drop redundant devcontainer specific extensions list and just use global workspace extensions list. refactor: move to hatchling for python compiler-backend chore: oh we actually DO need to specify extensions in the devcontainer.json refactor: enable UV to handle device-specific torch index resolution. chore: whoops, fix the named volume name --- .devcontainer/.vscode/launch.json | 7 - .devcontainer/Dockerfile | 28 +- .devcontainer/devcontainer.json | 27 +- .devcontainer/scripts/init | 1 + .devcontainer/scripts/init.cmd | 2 + .vscode/extensions.json | 32 +- .../app/invocations/custom_nodes/.gitignore | 1 - .../app/invocations/custom_nodes/.gitinclude | 2 - invokeai/app/util/startup_utils.py | 2 +- pyproject.toml | 107 +- uv.lock | 2945 +++++++++-------- 11 files changed, 1602 insertions(+), 1552 deletions(-) create mode 100644 .devcontainer/scripts/init create mode 100644 .devcontainer/scripts/init.cmd delete mode 100644 invokeai/app/invocations/custom_nodes/.gitignore delete mode 100644 invokeai/app/invocations/custom_nodes/.gitinclude diff --git a/.devcontainer/.vscode/launch.json b/.devcontainer/.vscode/launch.json index df75ac5f3c7..82bc0595f23 100644 --- a/.devcontainer/.vscode/launch.json +++ b/.devcontainer/.vscode/launch.json @@ -4,13 +4,6 @@ // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 "version": "0.2.0", "configurations": [ - { - "name": "InvokeAI :: Chrome", - "type": "chrome", - "request": "launch", - "url": "http://localhost:9090", - "webRoot": "${workspaceFolder}/invokeai/frontend/web" - }, { "name": "InvokeAI :: Backend", "type": "debugpy", diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 06cdabd829b..8e2a1a36bce 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -31,6 +31,7 @@ ENV \ UV_PROJECT_ENVIRONMENT=${UV_PROJECT_ENVIRONMENT} ENV \ + COMPUTE_DEVICE=${COMPUTE_DEVICE} \ PYTHONUNBUFFERED=1 \ PYTHONDONTWRITEBYTECODE=1 \ UV_MANAGED_PYTHON=1 \ @@ -39,16 +40,6 @@ ENV \ INVOKEAI_ROOT=${INVOKEAI_ROOT} \ HF_HOME=${HF_HOME} -# Set the secondary index for UV to the appropriate PyTorch index URL based on the GPU driver and architecture -# NOTE: this is the index URL that will be used by `uv` to install PyTorch and other packages -# Instead of using an envar we write the value to the user-level config file for UV -RUN if [ "$TARGETPLATFORM" = "linux/arm64" ] || [ "$COMPUTE_DEVICE" = "cpu" ]; then export UV_INDEX="https://download.pytorch.org/whl/cpu"; \ - elif [ "$COMPUTE_DEVICE" = "rocm" ]; then export UV_INDEX="https://download.pytorch.org/whl/rocm6.2"; \ - else export UV_INDEX="https://download.pytorch.org/whl/cu124"; \ - fi \ - && mkdir -p /home/${USERNAME}/.config/uv/ \ - && echo "[[index]]\nurl = '$(echo $UV_INDEX)'\n" > /home/${USERNAME}/.config/uv/uv.toml - # Set Python version # NOTE: this is the version of Python that will be installed by `uv` ARG PYTHON_VERSION=3.12 @@ -60,24 +51,32 @@ UV_PYTHON=${PYTHON_VERSION} ARG CACHE_DIR=/home/${USERNAME}/.cache # Setting XDG_CACHE_HOME will affect the location of the cache for pnpm and uv, and possibly other tools # https://specifications.freedesktop.org/basedir-spec/basedir-spec-latest.html +# We set XDG_DATA_HOME to a non-volume-mounted location to guarantee that UV pre-installs python. (if its mounted it will only be installed after container start) ENV XDG_CACHE_HOME=${CACHE_DIR} \ + XDG_DATA_HOME=/home/${USERNAME}/.data \ GIT_LFS_CACHE=${CACHE_DIR}/git-lfs \ PATH="$UV_PROJECT_ENVIRONMENT/bin:$CACHE_DIR/pnpm:$CACHE_DIR/uv:$PATH" \ PYTHONPATH="$PYTHONPATH:${INVOKEAI_SRC}" -# Setup cache volume for dependencies -VOLUME [ "${CACHE_DIR}", "${INVOKEAI_SRC}", "${HF_HOME}"] +# Predeclare volume mounting points for directories which will be written to. +# This guarantees that even if the devcontainer doesnt mount a volume for these paths, their contents will still be handled by a volume, +# rather than being written to the container image layers itself. +VOLUME [ "${CACHE_DIR}", "${INVOKEAI_SRC}", "${INVOKEAI_ROOT}", "${HF_HOME}"] # Create & set ownership of directories RUN set -eux; \ mkdir -p ${CACHE_DIR} && \ mkdir -p ${CACHE_DIR}/uv && \ mkdir -p ${CACHE_DIR}/pnpm && \ + mkdir -p ${CACHE_DIR}/node && \ + mkdir -p ${CACHE_DIR}/Microsoft && \ mkdir -p ${INVOKEAI_ROOT}/models/.download_cache && \ mkdir -p ${UV_PROJECT_ENVIRONMENT} && \ chown --recursive ${USERNAME}:${USERNAME} ${CACHE_DIR} && \ chown --recursive ${USERNAME}:${USERNAME} ${INVOKEAI_ROOT} && \ - chown --recursive ${USERNAME}:${USERNAME} ${UV_PROJECT_ENVIRONMENT} + chown --recursive ${USERNAME}:${USERNAME} ${UV_PROJECT_ENVIRONMENT} && \ + mkdir -p /home/${USERNAME}/.data && \ + chown --recursive ${USERNAME}:${USERNAME} /home/${USERNAME}/.data # Setup PNPM RUN corepack use pnpm && corepack enable @@ -85,6 +84,7 @@ RUN corepack use pnpm && corepack enable # Install `uv` for package management COPY --from=ghcr.io/astral-sh/uv:0.6 /uv /uvx /bin/ -RUN uv python install ${PYTHON_VERSION} +RUN uv venv && uv python install ${PYTHON_VERSION} +ENV UV_PYTHON_DOWNLOADS=never WORKDIR ${INVOKEAI_SRC} \ No newline at end of file diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 26fca1b5b37..c8fdbeea440 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -7,7 +7,7 @@ "USERNAME": "node", "PYTHON_VERSION": "3.12", // The python version which will be installed in the container "INVOKEAI_ROOT": "/home/node/invokeai", - "INVOKEAI_SRC": "/workspaces/InvokeAI" + "INVOKEAI_SRC": "${containerWorkspaceFolder}" } }, "mounts": [ @@ -38,7 +38,8 @@ ], "containerEnv": { "UV_COMPILE_BYTECODE": "1", - "INVOKEAI_DEV_RELOAD": "true" + "INVOKEAI_DEV_RELOAD": "true", + "UV_LINK_MODE": "symlink" // Using symlink because they are fast and always work, if you encounter issues after a cache purge, just rebuild the container. }, "features": { "ghcr.io/devcontainers/features/git-lfs": {}, @@ -48,19 +49,18 @@ "gpu": "optional" }, "runArgs": ["--env-file", ".devcontainer/.env"], + "initializeCommand": [".devcontainer/scripts/init"], "onCreateCommand": "pnpm config --global set store-dir $XDG_CACHE_HOME/pnpm", - "updateContentCommand": { - "Frontend::Setup": "pnpm install --dir invokeai/frontend/web --reporter append-only --prefer-offline", - "Backend::Setup": "uv sync --inexact --all-extras --no-extra onnx-directml" - }, + "updateContentCommand": "pnpm install --dir invokeai/frontend/web --prefer-offline", + "postAttachCommand": "uv sync --extra using-$(echo ${COMPUTE_DEVICE:-cpu}) --extra dev --extra test --extra docs", "customizations": { "vscode": { "settings": { "python.defaultInterpreterPath": "/home/node/.venv/bin/python", "python.analysis.extraPaths": [ - "/invokeai", - "/workspaces/InvokeAI", - "/home/node/.venv/lib" + "/home/node/invokeai", + "/home/node/.venv/lib", + "${containerWorkspaceFolder}" ], "files.autoSaveWhenNoErrors": true, "editor.formatOnSave": true, @@ -70,18 +70,21 @@ "ruff.linting.enabled": true }, "extensions": [ - "eamodio.gitlens", + "ms-vscode-remote.remote-containers", + "ms-azuretools.vscode-docker", "ms-toolsai.jupyter", "ms-toolsai.vscode-jupyter-cell-tags", "ms-toolsai.jupyter-renderers", "ms-toolsai.vscode-jupyter-slideshow", + "ms-python.python", "charliermarsh.ruff", "esbenp.prettier-vscode", "DavidAnson.vscode-markdownlint", "antfu.vite", "docker.docker", - "ms-vscode-remote.remote-containers", - "ms-azuretools.vscode-docker" + "dbaeumer.vscode-eslint", + "vitest.explorer", + "tamasfe.even-better-toml" ] } } diff --git a/.devcontainer/scripts/init b/.devcontainer/scripts/init new file mode 100644 index 00000000000..e297ba03813 --- /dev/null +++ b/.devcontainer/scripts/init @@ -0,0 +1 @@ +touch .env diff --git a/.devcontainer/scripts/init.cmd b/.devcontainer/scripts/init.cmd new file mode 100644 index 00000000000..b7721889ef9 --- /dev/null +++ b/.devcontainer/scripts/init.cmd @@ -0,0 +1,2 @@ +@ECHO off +if not exist .env copy NUL .env \ No newline at end of file diff --git a/.vscode/extensions.json b/.vscode/extensions.json index 44cab7cf9fe..d98bbb6eaf9 100644 --- a/.vscode/extensions.json +++ b/.vscode/extensions.json @@ -1,15 +1,19 @@ { - "recommendations": [ - "charliermarsh.ruff", - "esbenp.prettier-vscode", - "DavidAnson.vscode-markdownlint", - "antfu.vite", - "docker.docker", - "ms-vscode-remote.remote-containers", - "ms-azuretools.vscode-docker", - "ms-toolsai.jupyter", - "ms-toolsai.vscode-jupyter-cell-tags", - "ms-toolsai.jupyter-renderers", - "ms-toolsai.vscode-jupyter-slideshow", - ] -} \ No newline at end of file + "recommendations": [ + "ms-vscode-remote.remote-containers", + "ms-azuretools.vscode-docker", + "ms-toolsai.jupyter", + "ms-toolsai.vscode-jupyter-cell-tags", + "ms-toolsai.jupyter-renderers", + "ms-toolsai.vscode-jupyter-slideshow", + "ms-python.python", + "charliermarsh.ruff", + "esbenp.prettier-vscode", + "DavidAnson.vscode-markdownlint", + "antfu.vite", + "docker.docker", + "dbaeumer.vscode-eslint", + "vitest.explorer", + "tamasfe.even-better-toml" + ] +} diff --git a/invokeai/app/invocations/custom_nodes/.gitignore b/invokeai/app/invocations/custom_nodes/.gitignore deleted file mode 100644 index aa850f42a4a..00000000000 --- a/invokeai/app/invocations/custom_nodes/.gitignore +++ /dev/null @@ -1 +0,0 @@ -src/* \ No newline at end of file diff --git a/invokeai/app/invocations/custom_nodes/.gitinclude b/invokeai/app/invocations/custom_nodes/.gitinclude deleted file mode 100644 index 770c923ed1f..00000000000 --- a/invokeai/app/invocations/custom_nodes/.gitinclude +++ /dev/null @@ -1,2 +0,0 @@ -README.md -__init__.py diff --git a/invokeai/app/util/startup_utils.py b/invokeai/app/util/startup_utils.py index 08368021cff..6b6232039e9 100644 --- a/invokeai/app/util/startup_utils.py +++ b/invokeai/app/util/startup_utils.py @@ -57,7 +57,7 @@ def enable_dev_reload(custom_nodes_path=None) -> None: paths = [str(invokeai_source_dir() / "*.py")] if custom_nodes_path: paths.append(str(custom_nodes_path / "*.py")) - jurigged.watch(pattern=paths, logger=InvokeAILogger.get_logger(name="jurigged").info) + jurigged.watch(pattern=paths, logger=InvokeAILogger.get_logger(name="jurigged").info, poll=True) def apply_monkeypatches() -> None: diff --git a/pyproject.toml b/pyproject.toml index eec10e4cbfb..e85113e9feb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [build-system] -requires = ["setuptools", "pip", "wheel"] -build-backend = "setuptools.build_meta" +requires = ["hatchling>=1.25.0"] +build-backend = "hatchling.build" [project] name = "InvokeAI" @@ -38,8 +38,8 @@ dependencies = [ "compel==2.0.2", "diffusers[torch]==0.33.0", "gguf", - "invisible-watermark==0.2.0", # needed to install SDXL base and refiner using their repo_ids - "mediapipe==0.10.14", # needed for "mediapipeface" controlnet model + "invisible-watermark==0.2.0", # needed to install SDXL base and refiner using their repo_ids + "mediapipe==0.10.14", # needed for "mediapipeface" controlnet model "numpy<2.0.0", "onnx==1.16.1", "onnxruntime==1.19.2", @@ -47,11 +47,10 @@ dependencies = [ "safetensors", "sentencepiece", "spandrel", - "torch~=2.6.0", # torch and related dependencies are loosely pinned, will respect requirement of `diffusers[torch]` - "torchsde", # diffusers needs this for SDE solvers, but it is not an explicit dep of diffusers + "torch~=2.6.0", # torch and related dependencies are loosely pinned, will respect requirement of `diffusers[torch]` + "torchsde", # diffusers needs this for SDE solvers, but it is not an explicit dep of diffusers "torchvision", "transformers", - # Core application dependencies, pinned for reproducible builds. "fastapi-events", "fastapi", @@ -60,7 +59,6 @@ dependencies = [ "pydantic", "python-socketio", "uvicorn[standard]", - # Auxiliary dependencies, pinned only if necessary. "blake3", "Deprecated", @@ -82,7 +80,6 @@ dependencies = [ "xformers>=0.0.28.post1; sys_platform!='darwin'", # torch 2.4+cu carries its own triton dependency ] - "onnx" = ["onnxruntime"] "onnx-cuda" = ["onnxruntime-gpu"] "onnx-directml" = ["onnxruntime-directml"] @@ -108,6 +105,10 @@ dependencies = [ "polyfactory==2.19.0", "humanize==4.12.1", ] +# Have to declare these here so they are valid values for the `extra` field +"using-cpu" = [] +"using-cuda" = ["onnxruntime-gpu"] +"using-rocm" = [] [project.scripts] "invokeai-web" = "invokeai.app.run_app:run_app" @@ -119,37 +120,35 @@ dependencies = [ "Bug Reports" = "https://github.com/invoke-ai/InvokeAI/issues" "Discord" = "https://discord.gg/ZmtBAhwWhy" -[tool.setuptools.dynamic] -version = { attr = "invokeai.version.__version__" } +[tool.hatch.version] +path = "invokeai/version/invokeai_version.py" +attribute = "__version__" -[tool.setuptools.packages.find] -"where" = ["."] -"include" = [ - "invokeai.assets.fonts*", - "invokeai.version*", - "invokeai.generator*", - "invokeai.backend*", - "invokeai.frontend*", - "invokeai.frontend.web.dist*", - "invokeai.frontend.web.static*", - "invokeai.configs*", - "invokeai.app*", - "invokeai.invocation_api*", +[tool.hatch.build] +include = [ + "invokeai/app/assets/**/*.png", + "invokeai/app/services/workflow_records/default_workflows/*.json", + "invokeai/app/services/style_preset_records/*.json", + "invokeai/app/services/style_preset_images/default_style_preset_images/*.png", + "invokeai/assets/fonts/**/*.ttf", + "invokeai/backend/**/*.png", + "invokeai/configs/*.example", + "invokeai/configs/**/*.yaml", + "invokeai/configs/*.txt", + "invokeai/frontend/web/dist/**", + "invokeai/frontend/web/static/**", + "invokeai/app/invocations/**", + "README.md", + "LICENSE", ] +# exclude = ["tests/**", "docs/**"] + +[tool.hatch.build.targets.wheel] +# Wheel gets exactly the same files by default, no extra config needed. + +[tool.hatch.build.targets.sdist] +# Sdist will pull in everything under include/exclude. -[tool.setuptools.package-data] -"invokeai.app.assets" = ["**/*.png"] -"invokeai.app.services.workflow_records.default_workflows" = ["*.json"] -"invokeai.app.services.style_preset_records" = ["*.json"] -"invokeai.app.services.style_preset_images.default_style_preset_images" = [ - "*.png", -] -"invokeai.assets.fonts" = ["**/*.ttf"] -"invokeai.backend" = ["**.png", "**/*.icc"] -"invokeai.configs" = ["*.example", "**/*.yaml", "*.txt"] -"invokeai.frontend.web.dist" = ["**"] -"invokeai.frontend.web.static" = ["**"] -"invokeai.app.invocations" = ["**"] #=== Begin: PyTest and Coverage [tool.pytest.ini_options] @@ -295,3 +294,37 @@ reportUntypedBaseClass = "warning" reportUntypedClassDecorator = "warning" reportUntypedFunctionDecorator = "warning" reportUntypedNamedTuple = "warning" + +#=== Begin: UV + +[tool.uv.sources] +torch = [ + # { index = "default", marker = "sys_platform == 'darwin'" }, # macOS + { index = "pytorch-arm", marker = "sys_platform != 'darwin' and platform_machine == 'arm64'" }, + # Linux and Windows + { index = "pytorch-cu126", marker = "sys_platform != 'darwin' and platform_machine == 'x86_64' and extra == 'using-cuda' and extra != 'using-rocm'" }, + { index = "pytorch-rocm", marker = "sys_platform != 'darwin' and platform_machine == 'x86_64' and extra != 'using-cuda' and extra == 'using-rocm'" }, + { index = "pytorch-cpu", marker = "sys_platform != 'darwin' and platform_machine == 'x86_64' and extra != 'using-cuda' and extra != 'using-rocm'" }, +] + +[[tool.uv.index]] +name = "pytorch-rocm" +url = "https://download.pytorch.org/whl/rocm6.2" +explicit = true + +[[tool.uv.index]] +name = "pytorch-cu126" +url = "https://download.pytorch.org/whl/cu126" +explicit = true + +[[tool.uv.index]] +name = "pytorch-arm" +url = "https://download.pytorch.org/whl/cpu" +explicit = true + +[[tool.uv.index]] +name = "pytorch-cpu" +url = "https://download.pytorch.org/whl/cpu" +explicit = true + +#=== End: UV \ No newline at end of file diff --git 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tasks chore: add vscode action for "run currently focused python test file" chore: fix permissions in devcontainer image chore: fix devcontainer image brace expansion chore: improve vscode test task chore: add reasonable minimum requirements chore: add commented podman workarounds chore: setup vscode test discovery for python --- .devcontainer/Dockerfile | 24 +++--- .devcontainer/devcontainer.json | 16 +++- .vscode/tasks.json | 145 ++++++++++++++++++++++++-------- 3 files changed, 136 insertions(+), 49 deletions(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index 8e2a1a36bce..a5a56a70324 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -1,6 +1,7 @@ FROM mcr.microsoft.com/devcontainers/typescript-node:22 # The default username for most devcontainer-base-images is 'vscode', but the typescript-node image uses 'node'. ARG USERNAME=node +SHELL ["/bin/bash", "-c"] RUN rm -f /etc/apt/apt.conf.d/docker-clean; echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache RUN --mount=type=cache,target=/var/cache/apt \ @@ -49,11 +50,12 @@ UV_PYTHON=${PYTHON_VERSION} # Volumes for the dependency stores/caches ARG CACHE_DIR=/home/${USERNAME}/.cache +ARG DATA_DIR=/home/${USERNAME}/.data # Setting XDG_CACHE_HOME will affect the location of the cache for pnpm and uv, and possibly other tools # https://specifications.freedesktop.org/basedir-spec/basedir-spec-latest.html # We set XDG_DATA_HOME to a non-volume-mounted location to guarantee that UV pre-installs python. (if its mounted it will only be installed after container start) ENV XDG_CACHE_HOME=${CACHE_DIR} \ - XDG_DATA_HOME=/home/${USERNAME}/.data \ + XDG_DATA_HOME=${DATA_DIR} \ GIT_LFS_CACHE=${CACHE_DIR}/git-lfs \ PATH="$UV_PROJECT_ENVIRONMENT/bin:$CACHE_DIR/pnpm:$CACHE_DIR/uv:$PATH" \ PYTHONPATH="$PYTHONPATH:${INVOKEAI_SRC}" @@ -65,18 +67,10 @@ VOLUME [ "${CACHE_DIR}", "${INVOKEAI_SRC}", "${INVOKEAI_ROOT}", "${HF_HOME}"] # Create & set ownership of directories RUN set -eux; \ - mkdir -p ${CACHE_DIR} && \ - mkdir -p ${CACHE_DIR}/uv && \ - mkdir -p ${CACHE_DIR}/pnpm && \ - mkdir -p ${CACHE_DIR}/node && \ - mkdir -p ${CACHE_DIR}/Microsoft && \ - mkdir -p ${INVOKEAI_ROOT}/models/.download_cache && \ + mkdir -p ${CACHE_DIR}/{uv,pnpm,node,Microsoft} && \ + mkdir -p ${DATA_DIR}/{uv,pnpm,node} && \ mkdir -p ${UV_PROJECT_ENVIRONMENT} && \ - chown --recursive ${USERNAME}:${USERNAME} ${CACHE_DIR} && \ - chown --recursive ${USERNAME}:${USERNAME} ${INVOKEAI_ROOT} && \ - chown --recursive ${USERNAME}:${USERNAME} ${UV_PROJECT_ENVIRONMENT} && \ - mkdir -p /home/${USERNAME}/.data && \ - chown --recursive ${USERNAME}:${USERNAME} /home/${USERNAME}/.data + mkdir -p ${INVOKEAI_ROOT}/models/.download_cache # Setup PNPM RUN corepack use pnpm && corepack enable @@ -87,4 +81,10 @@ COPY --from=ghcr.io/astral-sh/uv:0.6 /uv /uvx /bin/ RUN uv venv && uv python install ${PYTHON_VERSION} ENV UV_PYTHON_DOWNLOADS=never +RUN set -eux; \ + chown --recursive ${USERNAME}:${USERNAME} ${CACHE_DIR} && \ + chown --recursive ${USERNAME}:${USERNAME} ${DATA_DIR} && \ + chown --recursive ${USERNAME}:${USERNAME} ${INVOKEAI_ROOT} && \ + chown --recursive ${USERNAME}:${USERNAME} ${UV_PROJECT_ENVIRONMENT} + WORKDIR ${INVOKEAI_SRC} \ No newline at end of file diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index c8fdbeea440..58bc062013e 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -46,9 +46,17 @@ "ghcr.io/devcontainers/features/github-cli": {} }, "hostRequirements": { - "gpu": "optional" + "gpu": "optional", + "cpus": 2, + "memory": "8gb", + "storage": "10gb" // rough estimate of all dev packages & a handful of ai-models }, - "runArgs": ["--env-file", ".devcontainer/.env"], + "runArgs": [ + "--env-file", + ".devcontainer/.env" + // "--userns=keep-id", // Uncomment if using podman instead of docker. + // "--device=nvidia.com/gpu=all", // Uncomment if using podman instead of docker. + ], "initializeCommand": [".devcontainer/scripts/init"], "onCreateCommand": "pnpm config --global set store-dir $XDG_CACHE_HOME/pnpm", "updateContentCommand": "pnpm install --dir invokeai/frontend/web --prefer-offline", @@ -62,6 +70,10 @@ "/home/node/.venv/lib", "${containerWorkspaceFolder}" ], + "python.testing.pytestEnabled": true, + "python.testing.pytestArgs": [ + "--no-cov" // prevents interference from code-coverage when running tests within the debugger + ], "files.autoSaveWhenNoErrors": true, "editor.formatOnSave": true, "editor.codeActionsOnSave": { diff --git a/.vscode/tasks.json b/.vscode/tasks.json index 906fd389576..a0d780e0212 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -2,36 +2,62 @@ "version": "2.0.0", "tasks": [ { - "label": "Lint :: Fix Python Linting Errors", + "label": "Backend :: Install", "type": "shell", - "command": "ruff check --fix", + "command": "uv", + "args": [ + "sync", + "--extra using-$(echo ${COMPUTE_DEVICE:-cpu})", + "--extra dev", + "--extra test", + "--extra docs" + ], "group": { "kind": "build", "isDefault": false }, "presentation": { - "group": "build", - "echo": true + "group": "install" } }, { - "label": "Lint :: Fix TypeScript Linting Errors", + "label": "Backend :: Linting :: Scan All", "type": "shell", - "command": "pnpm fix", - "options": { - "cwd": "${workspaceFolder}/invokeai/frontend/web/" + "command": "ruff check", + "group": { + "kind": "build", + "isDefault": false }, + "presentation": { + "group": "backend" + } + }, + { + "label": "Backend :: Linting :: Fix All", + "type": "shell", + "command": "ruff check --fix", "group": { "kind": "build", "isDefault": false }, "presentation": { - "group": "build", - "echo": true + "group": "backend" } }, { - "label": "Test :: Backend", + "label": "Backend :: Linting :: Format All", + "type": "shell", + "command": "ruff format", + "group": { + "kind": "build", + "isDefault": false + }, + "presentation": { + "group": "backend" + } + }, + { + "label": "Backend :: Testing :: Unit Tests", "type": "shell", "command": "pytest", "args": [], @@ -43,20 +69,31 @@ "isDefault": false }, "presentation": { - "echo": true, "reveal": "always", "focus": true, "panel": "dedicated", "showReuseMessage": false, "clear": false, - "group": "test" + "group": "backend" } }, { - "label": "Test :: Frontend", + "label": "Frontend :: Install", "type": "shell", "command": "pnpm", - "args": ["test"], + "args": ["install", "--dir", "invokeai/frontend/web/"], + "group": { + "kind": "build", + "isDefault": false + }, + "presentation": { + "group": "install" + } + }, + { + "label": "Frontend :: Linting :: Scan All", + "type": "shell", + "command": "pnpm lint", "options": { "cwd": "${workspaceFolder}/invokeai/frontend/web/" }, @@ -65,45 +102,83 @@ "isDefault": false }, "presentation": { - "echo": true, - "reveal": "always", - "focus": true, - "panel": "dedicated", - "showReuseMessage": false, - "clear": false, - "group": "test" + "group": "frontend" } }, { - "label": "Install :: Backend", + "label": "Frontend :: Linting :: Fix All", "type": "shell", - "command": "uv", - "args": [ - "sync", - "--inexact", - "--all-extras", - "--no-extra", - "onnx-directml" - ], + "command": "pnpm fix", + "options": { + "cwd": "${workspaceFolder}/invokeai/frontend/web/" + }, "group": { "kind": "build", "isDefault": false }, "presentation": { - "group": "install" + "group": "frontend" } }, { - "label": "Install :: Frontend", + "label": "Frontend :: Testing :: Unit Tests", "type": "shell", "command": "pnpm", - "args": ["install", "--dir", "invokeai/frontend/web/"], + "args": ["test"], + "options": { + "cwd": "${workspaceFolder}/invokeai/frontend/web/" + }, "group": { "kind": "build", "isDefault": false }, "presentation": { - "group": "install" + "group": "frontend" + } + }, + { + "label": "Tooling :: OpenAPI :: Generate Types", + "dependsOn": ["tools/regenerate-openapi-definitions"], + "type": "shell", + "command": "pnpm typegen", + "options": { + "cwd": "${workspaceFolder}/invokeai/frontend/web" + }, + "group": { + "kind": "build", + "isDefault": false + }, + "presentation": { + "group": "frontend" + } + }, + { + "label": "tools/regenerate-openapi-definitions", + "type": "shell", + "command": "python", + "args": ["../../../scripts/generate_openapi_schema.py"], + "options": { + "cwd": "${workspaceFolder}/invokeai/frontend/web" + }, + "hide": true + }, + { + "label": "Backend :: Testing :: Run Active File", + "type": "process", + "command": "pytest", + "args": ["${file}"], + "options": { + "cwd": "${workspaceFolder}" + }, + "problemMatcher": "$python", + "group": { + "kind": "test", + "isDefault": "**/tests/**.py" + }, + "presentation": { + "focus": true, + "clear": true, + "panel": "dedicated" } } ] From 090b9bf4d3ca8a26000cfc0b3a60a55695976d08 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Thu, 24 Apr 2025 07:24:22 +0000 Subject: [PATCH 52/63] chore: add gitlens to extensions --- .devcontainer/devcontainer.json | 3 ++- .vscode/extensions.json | 3 ++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 58bc062013e..3541ea35685 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -96,7 +96,8 @@ "docker.docker", "dbaeumer.vscode-eslint", "vitest.explorer", - "tamasfe.even-better-toml" + "tamasfe.even-better-toml", + "eamodio.gitlens" ] } } diff --git a/.vscode/extensions.json b/.vscode/extensions.json index d98bbb6eaf9..4ed0b3a5cc7 100644 --- a/.vscode/extensions.json +++ b/.vscode/extensions.json @@ -14,6 +14,7 @@ "docker.docker", "dbaeumer.vscode-eslint", "vitest.explorer", - "tamasfe.even-better-toml" + "tamasfe.even-better-toml", + "eamodio.gitlens" ] } From 16e51043b37313aa0ea2ccea7eb4e33989f30c2b Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 25 Apr 2025 01:02:22 +0000 Subject: [PATCH 53/63] chore: fix init file linux permission bits --- .devcontainer/scripts/init | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) mode change 100644 => 100755 .devcontainer/scripts/init diff --git a/.devcontainer/scripts/init b/.devcontainer/scripts/init old mode 100644 new mode 100755 index e297ba03813..bb1eaab7568 --- a/.devcontainer/scripts/init +++ b/.devcontainer/scripts/init @@ -1 +1 @@ -touch .env +touch .devcontainer/.env From df882af3533c3d9382373912f76f1f5322e651c2 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 25 Apr 2025 01:02:54 +0000 Subject: [PATCH 54/63] chore: remove polling mode for juririgged, add documentation on common problem for WSL --- .devcontainer/README.md | 58 +++++++++++++++++++++++++----- invokeai/app/util/startup_utils.py | 2 +- 2 files changed, 50 insertions(+), 10 deletions(-) diff --git a/.devcontainer/README.md b/.devcontainer/README.md index e716bed6434..3854693126a 100644 --- a/.devcontainer/README.md +++ b/.devcontainer/README.md @@ -1,14 +1,9 @@ # Overview -This folder contains the devcontainer setup used by InvokeAI. - -## Common Problems - -#### Launching backend after container rebuild results in package related error - -eg: `Cannot reference module onnx-runtime/foo/bar` -This can sometimes happen and appears to be related to `uv.lockfile` permissions, this can usually be fixed with `F1 -> Rebuild container`, or if that fails delete the uv lockfile and then rebuild the container. -If both of these fail then there may be a legitimate package versioning issue, ask for help on the discord! +This folder contains the devcontainer setup used by InvokeAI. +If you are not familiar with devcontainers, we encourage you to check out the VSCode [devcontainer tutorial](https://code.visualstudio.com/docs/devcontainers/tutorial) for more information! +But in short; devcontainers are a one click solution to build, launch, and install an isolated/containerized development environment which is setup specifically for writing code for this repository. +This means you can get started with development without having to manually install any dependencies or tools or manage configuration files, the container automatically does all of it for you. ## VSCode Workspace @@ -32,3 +27,48 @@ All normal development tooling will work as expected, including: - Import resolution. - Linting and formatting. - Type checking. + +## Common Problems + +### Launching backend after container rebuild results in package related error + +eg: `Cannot reference module onnx-runtime/foo/bar` +This can sometimes happen and appears to be related to `uv.lockfile` permissions, this can usually be fixed with `F1 -> Rebuild container`, or if that fails delete the uv lockfile and then rebuild the container. +If both of these fail then there may be a legitimate package versioning issue, ask for help on the discord! + +### Python Hot-Reloading not working + +First check the backend logs and verify that "Juririgged" has logged a message indicating it detected and is watching the file in question. +For example: + +``` +[2025-04-24 23:53:32,956]::[jurigged]::INFO --> Watch /workspaces/InvokeAI/invokeai/app/api_app.py +[2025-04-24 23:53:32,956]::[jurigged]::INFO --> Watch /home/node/invokeai/nodes/siscos-nodes/__init__.py +``` + +If you have verified that the file is being watched, but the changes are not being picked up, then continue reading the next section. +If the below sections do not apply to you, then it is an issue with [jurigged](https://github.com/breuleux/jurigged). + +### Jurigged not picking up changes + +If you are developing on a Windows machine running [WSL](https://code.visualstudio.com/docs/remote/wsl-tutorial), then [this issue link is relevant to you](https://github.com/microsoft/WSL/issues/4739) +In short, WSL2 does not support propagating windows file system events to 'inotify' events for the linux virtual machine. + +To fix this, it is strongly recommended that you store your code on the WSL filesystem instead of the Windows filesystem. + +#### Option 1: Clone the repository within the WSL filesystem + +Open VSCode and press `F1` and select **WSL: Connect to WSL**, this will open a new VSCode window connected to the WSL filesystem. +Afterwards, you can clone the InvokeAI repository using the command line, or by using the VSCode _Explore_ panel(_Ctrl+Shift+E_) which will show a **Clone Repository** button when no folder is opened. + +#### Option 2: Move existing code to the WSL filesystem + +First, open windows file explorer and enter `\\wsl$` in the address bar, this will show your WSL distributions. +More information can be found at [this link](https://learn.microsoft.com/en-us/windows/wsl/filesystems#view-your-current-directory-in-windows-file-explorer). + +Next, open your preferred WSL distribution (default: _Ubuntu_) and decide where you want to store your code, its typically wise to use a path under your **home** directory (eg: `/home//code/`). + +Now, open VSCode and press `F1` and select **WSL: Connect to WSL**, once VSCode has opened in WSL you can click the **Open Folder** button in the VSCode _Explore_ panel(_Ctrl+Shift+E_) and select the correct folder from the dropdown menu. +Afterwards, just press `F1` and select **Reopen in Container** to launch the devcontainer. + +See [this link](https://code.visualstudio.com/remote/advancedcontainers/improve-performance) for more information. diff --git a/invokeai/app/util/startup_utils.py b/invokeai/app/util/startup_utils.py index 6b6232039e9..08368021cff 100644 --- a/invokeai/app/util/startup_utils.py +++ b/invokeai/app/util/startup_utils.py @@ -57,7 +57,7 @@ def enable_dev_reload(custom_nodes_path=None) -> None: paths = [str(invokeai_source_dir() / "*.py")] if custom_nodes_path: paths.append(str(custom_nodes_path / "*.py")) - jurigged.watch(pattern=paths, logger=InvokeAILogger.get_logger(name="jurigged").info, poll=True) + jurigged.watch(pattern=paths, logger=InvokeAILogger.get_logger(name="jurigged").info) def apply_monkeypatches() -> None: From ceb99fbf342957bcebad2c23fd678a35716deebd Mon Sep 17 00:00:00 2001 From: David Sisco Date: Fri, 25 Apr 2025 06:40:05 +0000 Subject: [PATCH 55/63] chore: update pytorch index alias name --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index e85113e9feb..52838886f70 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -302,7 +302,7 @@ torch = [ # { index = "default", marker = "sys_platform == 'darwin'" }, # macOS { index = "pytorch-arm", marker = "sys_platform != 'darwin' and platform_machine == 'arm64'" }, # Linux and Windows - { index = "pytorch-cu126", marker = "sys_platform != 'darwin' and platform_machine == 'x86_64' and extra == 'using-cuda' and extra != 'using-rocm'" }, + { index = "pytorch-cuda", marker = "sys_platform != 'darwin' and platform_machine == 'x86_64' and extra == 'using-cuda' and extra != 'using-rocm'" }, { index = "pytorch-rocm", marker = "sys_platform != 'darwin' and platform_machine == 'x86_64' and extra != 'using-cuda' and extra == 'using-rocm'" }, { index = "pytorch-cpu", marker = "sys_platform != 'darwin' and platform_machine == 'x86_64' and extra != 'using-cuda' and extra != 'using-rocm'" }, ] @@ -313,7 +313,7 @@ url = "https://download.pytorch.org/whl/rocm6.2" explicit = true [[tool.uv.index]] -name = "pytorch-cu126" +name = "pytorch-cuda" url = "https://download.pytorch.org/whl/cu126" explicit = true From f579048a1887eb50896b4202bd4e5fc99eda50e5 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 26 Apr 2025 04:43:52 +0000 Subject: [PATCH 56/63] chore: add excluded paths for python analysis --- .devcontainer/devcontainer.json | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 3541ea35685..605845f35a9 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -65,11 +65,19 @@ "vscode": { "settings": { "python.defaultInterpreterPath": "/home/node/.venv/bin/python", + "python.analysis.typeCheckingMode": "standard", + "python.analysis.exclude": [ + "**/node_modules", + "**/dist", + "**/build", + "${containerWorkspaceFolder}/invokeai/frontend/web" + ], "python.analysis.extraPaths": [ "/home/node/invokeai", "/home/node/.venv/lib", "${containerWorkspaceFolder}" ], + "python.testing.promptToConfigure": false, "python.testing.pytestEnabled": true, "python.testing.pytestArgs": [ "--no-cov" // prevents interference from code-coverage when running tests within the debugger From 8e91cda4d01007464866f2a7c8479052a4321158 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sat, 26 Apr 2025 04:44:56 +0000 Subject: [PATCH 57/63] chore: disable python unit testing extension for auxillary workspaces: Frontend, Backend, AppData --- .devcontainer/InvokeAI.code-workspace | 21 ++++++++++++++++++--- 1 file changed, 18 insertions(+), 3 deletions(-) diff --git a/.devcontainer/InvokeAI.code-workspace b/.devcontainer/InvokeAI.code-workspace index 65b324f02b6..e05880714d6 100644 --- a/.devcontainer/InvokeAI.code-workspace +++ b/.devcontainer/InvokeAI.code-workspace @@ -3,7 +3,12 @@ { // Folder for the invokeai program data (located at filesystem root) "name": "[AppData]", - "path": "/home/node/invokeai" + "path": "/home/node/invokeai", + "settings": { + "python.testing.pytestEnabled": false, + "python.testing.unittestEnabled": false, + "python.testing.autoTestDiscoverOnSaveEnabled": false + } }, { "name": "[Custom Nodes]", @@ -12,12 +17,22 @@ { // Folder for specifically the frontend sub-project "name": "[Frontend]", - "path": "../invokeai/frontend/web" + "path": "../invokeai/frontend/web", + "settings": { + "python.testing.pytestEnabled": false, + "python.testing.unittestEnabled": false, + "python.testing.autoTestDiscoverOnSaveEnabled": false + } }, { // Folder for specifically the backend sub-project "name": "[Backend]", - "path": "../invokeai/backend" + "path": "../invokeai/backend", + "settings": { + "python.testing.pytestEnabled": false, + "python.testing.unittestEnabled": false, + "python.testing.autoTestDiscoverOnSaveEnabled": false + } }, { // Folder for the entire git repo. From 3a47e571cca9523b4a42ecc2d1c7ca70f5ba5034 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 27 Apr 2025 02:32:31 +0000 Subject: [PATCH 58/63] chore: fix devcontainer context path --- .devcontainer/devcontainer.json | 1 - 1 file changed, 1 deletion(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 605845f35a9..9ab7b6cb5a4 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -2,7 +2,6 @@ "name": "InvokeAI::Dev", "build": { "dockerfile": "Dockerfile", - "context": "../..", "args": { "USERNAME": "node", "PYTHON_VERSION": "3.12", // The python version which will be installed in the container From 5b41533dcadf9bbb669125b3a9d06fbe99d64d93 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 27 Apr 2025 02:36:56 +0000 Subject: [PATCH 59/63] chore: add utility task for printing currently installed version of a UV package --- .vscode/tasks.json | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/.vscode/tasks.json b/.vscode/tasks.json index a0d780e0212..208fa521f5f 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -180,6 +180,25 @@ "clear": true, "panel": "dedicated" } + }, + { + "label": "Backend :: Show Dependency Version", + "detail": "Print the currently installed version of a dependency", + "group": "build", + "type": "shell", + "command": "uv tree --depth 0 --package ${input:depName}", + "presentation": { + "reveal": "always", + "focus": true, + "panel": "shared" + } + } + ], + "inputs": [ + { + "id": "depName", + "type": "promptString", + "description": "Dependency name (e.g. torch, pytest, etc):" } ] } From 63371d63e37fc0e5f755fee2eb09f987e0478a9a Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 27 Apr 2025 02:39:03 +0000 Subject: [PATCH 60/63] chore: add utility command for displaying versions of all currently installed uv packages --- .vscode/tasks.json | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/.vscode/tasks.json b/.vscode/tasks.json index 208fa521f5f..04c551275f8 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -192,6 +192,18 @@ "focus": true, "panel": "shared" } + }, + { + "label": "Backend :: Show Dependency Version (All)", + "detail": "Print the currently installed version of all dependencies", + "group": "build", + "type": "shell", + "command": "uv tree --depth 1", + "presentation": { + "reveal": "always", + "focus": true, + "panel": "shared" + } } ], "inputs": [ From e02e90863aae53cd4052636ed81f6620257dcbce Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 27 Apr 2025 02:51:52 +0000 Subject: [PATCH 61/63] chore: add utility command for showing installed pnpm package versions --- .vscode/tasks.json | 32 ++++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) diff --git a/.vscode/tasks.json b/.vscode/tasks.json index 04c551275f8..62ebe755276 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -204,6 +204,38 @@ "focus": true, "panel": "shared" } + }, + { + "label": "Frontend :: Show Dependency Version", + "detail": "Print the currently installed version of a dependency", + "group": "build", + "type": "process", + "command": "pnpm", + "args": ["list", "--fail-if-no-match", "${input:depName}"], + "options": { + "cwd": "${workspaceFolder}/invokeai/frontend/web" + }, + "presentation": { + "reveal": "always", + "focus": true, + "panel": "shared" + } + }, + { + "label": "Frontend :: Show Dependency Version (All)", + "detail": "Print the currently installed version of all dependencies", + "group": "build", + "type": "process", + "command": "pnpm", + "args": ["list", "--fail-if-no-match"], + "options": { + "cwd": "${workspaceFolder}/invokeai/frontend/web" + }, + "presentation": { + "reveal": "always", + "focus": true, + "panel": "shared" + } } ], "inputs": [ From 85bccb3634b2188b3c7126769b0aa0ea4cd4dc5a Mon Sep 17 00:00:00 2001 From: David Sisco Date: Sun, 27 Apr 2025 05:26:51 +0000 Subject: [PATCH 62/63] chore: remove unneeded pytest args, add comments --- .devcontainer/devcontainer.json | 10 ++++------ 1 file changed, 4 insertions(+), 6 deletions(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 9ab7b6cb5a4..098fe8f0131 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -53,7 +53,7 @@ "runArgs": [ "--env-file", ".devcontainer/.env" - // "--userns=keep-id", // Uncomment if using podman instead of docker. + // "--userns=keep-id", // Uncomment if using podman instead of docker. (remove after next vscode-remote extension release: https://github.com/microsoft/vscode-remote-release/issues/10798#issuecomment-2826767753) // "--device=nvidia.com/gpu=all", // Uncomment if using podman instead of docker. ], "initializeCommand": [".devcontainer/scripts/init"], @@ -72,16 +72,14 @@ "${containerWorkspaceFolder}/invokeai/frontend/web" ], "python.analysis.extraPaths": [ - "/home/node/invokeai", + "/home/node/invokeai/nodes", "/home/node/.venv/lib", "${containerWorkspaceFolder}" ], "python.testing.promptToConfigure": false, "python.testing.pytestEnabled": true, - "python.testing.pytestArgs": [ - "--no-cov" // prevents interference from code-coverage when running tests within the debugger - ], - "files.autoSaveWhenNoErrors": true, + "python.testing.pytestArgs": ["--tb=line", "--no-header"], // makes the output of pytest more human readable and parseable by vscode + "files.autoSaveWhenNoErrors": true, // prevents auto-saving when there are errors in the code, makes hot-reloading more reliable by not flooding the tooling with errors which tend to break it. "editor.formatOnSave": true, "editor.codeActionsOnSave": { "source.organizeImports": "always" From 477cdd821da0b629a0aac0e072d46050f5a31c03 Mon Sep 17 00:00:00 2001 From: David Sisco Date: Mon, 28 Apr 2025 04:21:22 +0000 Subject: [PATCH 63/63] chore: remove workspace from PYTHONPATH as its not actually required --- .devcontainer/Dockerfile | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile index a5a56a70324..fa9d31e65af 100644 --- a/.devcontainer/Dockerfile +++ b/.devcontainer/Dockerfile @@ -57,8 +57,7 @@ ARG DATA_DIR=/home/${USERNAME}/.data ENV XDG_CACHE_HOME=${CACHE_DIR} \ XDG_DATA_HOME=${DATA_DIR} \ GIT_LFS_CACHE=${CACHE_DIR}/git-lfs \ - PATH="$UV_PROJECT_ENVIRONMENT/bin:$CACHE_DIR/pnpm:$CACHE_DIR/uv:$PATH" \ - PYTHONPATH="$PYTHONPATH:${INVOKEAI_SRC}" + PATH="$UV_PROJECT_ENVIRONMENT/bin:$CACHE_DIR/pnpm:$CACHE_DIR/uv:$PATH" # Predeclare volume mounting points for directories which will be written to. # This guarantees that even if the devcontainer doesnt mount a volume for these paths, their contents will still be handled by a volume,