From 2db9df63c7bfde4ebf39931eb8ea37f647cf6cbf Mon Sep 17 00:00:00 2001 From: 0xrushi <0xrushi@gmail.com> Date: Sun, 4 Jan 2026 23:03:14 -0500 Subject: [PATCH 1/3] Enhance service management scripts and add Strix Halo support - Updated restart.sh, start.sh, and stop.sh to accept optional arguments for service management commands. - Enhanced services.py to support new compute mode 'strixhalo' for service deployment. - Modified wizard.py and related configuration files to include Strix Halo as a valid compute option. - Updated Docker Compose files to define services for Strix Halo, ensuring compatibility with AMD ROCm. - Improved documentation and comments for clarity on new configurations and service options. --- extras/asr-services/.env.template | 2 +- extras/asr-services/Dockerfile_Parakeet | 5 +- extras/asr-services/docker-compose.yml | 60 +- extras/asr-services/init.py | 8 +- extras/asr-services/pyproject.toml | 12 + .../speaker-recognition/Dockerfile.strixhalo | 81 + extras/speaker-recognition/docker-compose.yml | 27 +- extras/speaker-recognition/init.py | 17 +- extras/speaker-recognition/pyproject.toml | 34 +- .../api/routers/identification.py | 7 +- .../api/routers/speakers.py | 2 + extras/speaker-recognition/uv.lock | 3422 ++++------------- restart.sh | 6 +- services.py | 34 +- start.sh | 7 +- stop.sh | 7 +- wizard.py | 10 +- wizard.sh | 2 +- 18 files changed, 1051 insertions(+), 2692 deletions(-) create mode 100644 extras/speaker-recognition/Dockerfile.strixhalo diff --git a/extras/asr-services/.env.template b/extras/asr-services/.env.template index 6992d1ff..b2cceb1c 100644 --- a/extras/asr-services/.env.template +++ b/extras/asr-services/.env.template @@ -2,7 +2,7 @@ # Copy this file to .env and configure as needed # PyTorch CUDA version for Docker build -# Options: cu121 (CUDA 12.1), cu126 (CUDA 12.6), cu128 (CUDA 12.8) +# Options: cu121 (CUDA 12.1), cu126 (CUDA 12.6), cu128 (CUDA 12.8), strixhalo (AMD strixhalo apu) # Should match your system's CUDA version (check with: nvidia-smi) PYTORCH_CUDA_VERSION=cu126 diff --git a/extras/asr-services/Dockerfile_Parakeet b/extras/asr-services/Dockerfile_Parakeet index 93b1cc14..cc41a181 100644 --- a/extras/asr-services/Dockerfile_Parakeet +++ b/extras/asr-services/Dockerfile_Parakeet @@ -11,12 +11,13 @@ WORKDIR /app # NeMo and texterrors need libs and C++ compiler RUN apt-get update && apt-get install -y --no-install-recommends \ libsndfile1 \ + ffmpeg \ build-essential git portaudio19-dev \ && rm -rf /var/lib/apt/lists/* # Dependency manifest first for cache‑friendly installs COPY pyproject.toml uv.lock ./ -RUN uv sync --no-install-project --group parakeet --extra ${PYTORCH_CUDA_VERSION} && \ +RUN uv sync --frozen --no-install-project --group parakeet --extra ${PYTORCH_CUDA_VERSION} && \ uv cache clean # Should prepare the .venv for use :) @@ -34,4 +35,4 @@ ENV PATH="/app/.venv/bin:$PATH" EXPOSE 8765 -CMD ["python", "parakeet-offline.py", "--port", "8765"] \ No newline at end of file +CMD ["python", "parakeet-offline.py", "--port", "8765"] diff --git a/extras/asr-services/docker-compose.yml b/extras/asr-services/docker-compose.yml index c60b8cd5..d85d74e6 100644 --- a/extras/asr-services/docker-compose.yml +++ b/extras/asr-services/docker-compose.yml @@ -13,6 +13,31 @@ services: - ./model_cache:/models - ./debug:/app/debug - ./results:/app/results + environment: + - HF_HOME=/models + - PARAKEET_MODEL=$PARAKEET_MODEL + - CHUNKING_ENABLED=${CHUNKING_ENABLED:-true} + - CHUNK_DURATION_SECONDS=${CHUNK_DURATION_SECONDS:-30.0} + - OVERLAP_DURATION_SECONDS=${OVERLAP_DURATION_SECONDS:-5.0} + - MIN_AUDIO_FOR_CHUNKING=${MIN_AUDIO_FOR_CHUNKING:-60.0} + - CONFIDENCE_THRESHOLD=${CONFIDENCE_THRESHOLD:-0.8} + restart: unless-stopped + + # NVIDIA GPU variant (requires NVIDIA container runtime) + parakeet-asr-nvidia: + profiles: ["nvidia"] + build: + context: . + dockerfile: Dockerfile_Parakeet + args: + PYTORCH_CUDA_VERSION: ${PYTORCH_CUDA_VERSION:-cu126} + image: parakeet-asr:latest + ports: + - "${PARAKEET_HOST_PORT:-8767}:${PARAKEET_CONTAINER_PORT:-8765}" + volumes: + - ./model_cache:/models + - ./debug:/app/debug + - ./results:/app/results deploy: resources: reservations: @@ -23,7 +48,38 @@ services: environment: - HF_HOME=/models - PARAKEET_MODEL=$PARAKEET_MODEL - # Enhanced chunking configuration + - CHUNKING_ENABLED=${CHUNKING_ENABLED:-true} + - CHUNK_DURATION_SECONDS=${CHUNK_DURATION_SECONDS:-30.0} + - OVERLAP_DURATION_SECONDS=${OVERLAP_DURATION_SECONDS:-5.0} + - MIN_AUDIO_FOR_CHUNKING=${MIN_AUDIO_FOR_CHUNKING:-60.0} + - CONFIDENCE_THRESHOLD=${CONFIDENCE_THRESHOLD:-0.8} + restart: unless-stopped + + # AMD ROCm / Strix Halo variant (requires /dev/kfd + /dev/dri passthrough) + parakeet-asr-strixhalo: + profiles: ["strixhalo", "amd"] + build: + context: . + dockerfile: Dockerfile_Parakeet + args: + PYTORCH_CUDA_VERSION: ${PYTORCH_CUDA_VERSION:-strixhalo} + image: parakeet-asr:latest + ports: + - "${PARAKEET_HOST_PORT:-8767}:${PARAKEET_CONTAINER_PORT:-8765}" + volumes: + - ./model_cache:/models + - ./debug:/app/debug + - ./results:/app/results + devices: + - /dev/kfd + - /dev/dri + group_add: + - video + security_opt: + - seccomp:unconfined + environment: + - HF_HOME=/models + - PARAKEET_MODEL=$PARAKEET_MODEL - CHUNKING_ENABLED=${CHUNKING_ENABLED:-true} - CHUNK_DURATION_SECONDS=${CHUNK_DURATION_SECONDS:-30.0} - OVERLAP_DURATION_SECONDS=${OVERLAP_DURATION_SECONDS:-5.0} @@ -53,4 +109,4 @@ services: # capabilities: [gpu] # environment: # - HF_HOME=/models - # restart: unless-stopped \ No newline at end of file + # restart: unless-stopped diff --git a/extras/asr-services/init.py b/extras/asr-services/init.py index 911c527b..c04f0ed2 100755 --- a/extras/asr-services/init.py +++ b/extras/asr-services/init.py @@ -155,7 +155,8 @@ def setup_cuda_version(self): cuda_choices = { "1": "CUDA 12.1 (cu121)", "2": "CUDA 12.6 (cu126) - Recommended", - "3": "CUDA 12.8 (cu128)" + "3": "CUDA 12.8 (cu128)", + "4": "AMD Strix Halo (NPU)" } cuda_choice = self.prompt_choice( "Choose CUDA version for PyTorch:", @@ -166,7 +167,8 @@ def setup_cuda_version(self): choice_to_cuda = { "1": "cu121", "2": "cu126", - "3": "cu128" + "3": "cu128", + "4": "strixhalo" } cuda_version = choice_to_cuda[cuda_choice] @@ -255,7 +257,7 @@ def main(): """Main entry point""" parser = argparse.ArgumentParser(description="ASR Services (Parakeet) Setup") parser.add_argument("--pytorch-cuda-version", - choices=["cu121", "cu126", "cu128"], + choices=["cu121", "cu126", "cu128", "strixhalo"], help="PyTorch CUDA version (default: auto-detect)") args = parser.parse_args() diff --git a/extras/asr-services/pyproject.toml b/extras/asr-services/pyproject.toml index 2a8b8a82..b6494901 100644 --- a/extras/asr-services/pyproject.toml +++ b/extras/asr-services/pyproject.toml @@ -36,6 +36,10 @@ cu128 = [ "torch>=2.3", "torchaudio>=2.3", ] +strixhalo = [ + "torch>=2.3", + "torchaudio>=2.3", +] [tool.uv] compile-bytecode = true @@ -48,6 +52,7 @@ conflicts = [ { extra = "cu121" }, { extra = "cu126" }, { extra = "cu128" }, + { extra = "strixhalo" }, ], ] @@ -57,11 +62,13 @@ torch = [ { index = "pytorch-cu121", extra = "cu121" }, { index = "pytorch-cu126", extra = "cu126" }, { index = "pytorch-cu128", extra = "cu128" }, + { index = "rocm-gfx1151", extra = "strixhalo" }, ] torchaudio = [ { index = "pytorch-cu121", extra = "cu121" }, { index = "pytorch-cu126", extra = "cu126" }, { index = "pytorch-cu128", extra = "cu128" }, + { index = "rocm-gfx1151", extra = "strixhalo" }, ] [[tool.uv.index]] @@ -79,6 +86,11 @@ name = "pytorch-cu128" url = "https://download.pytorch.org/whl/cu128" explicit = true +[[tool.uv.index]] +name = "rocm-gfx1151" +url = "https://rocm.nightlies.amd.com/v2/gfx1151/" +explicit = true + [dependency-groups] demo = [ "fastrtc>=0.0.23", diff --git a/extras/speaker-recognition/Dockerfile.strixhalo b/extras/speaker-recognition/Dockerfile.strixhalo new file mode 100644 index 00000000..7c5c3a4f --- /dev/null +++ b/extras/speaker-recognition/Dockerfile.strixhalo @@ -0,0 +1,81 @@ +FROM docker.io/kyuz0/vllm-therock-gfx1151:sha-039484a + +ARG PYTORCH_CUDA_VERSION=strixhalo +ENV PYTORCH_CUDA_VERSION=${PYTORCH_CUDA_VERSION} + +# Install system dependencies (base image may be deb/rpm/alpine) +RUN set -eux; \ + if command -v apt-get >/dev/null 2>&1; then \ + apt-get update; \ + apt-get install -y --no-install-recommends \ + build-essential git ffmpeg curl libjpeg-dev zlib1g-dev libpng-dev; \ + rm -rf /var/lib/apt/lists/*; \ + elif command -v dnf >/dev/null 2>&1; then \ + dnf -y install \ + gcc gcc-c++ make git ffmpeg curl libjpeg-turbo-devel zlib-devel libpng-devel; \ + dnf -y clean all; \ + elif command -v yum >/dev/null 2>&1; then \ + yum -y install \ + gcc gcc-c++ make git ffmpeg curl libjpeg-turbo-devel zlib-devel libpng-devel; \ + yum -y clean all; \ + elif command -v apk >/dev/null 2>&1; then \ + apk add --no-cache \ + build-base git ffmpeg curl jpeg-dev zlib-dev libpng-dev; \ + else \ + echo "WARNING: No supported package manager found; skipping OS deps install" >&2; \ + fi + +WORKDIR /app + +# Install uv +COPY --from=ghcr.io/astral-sh/uv:latest /uv /bin/uv + +# Copy dependency files first (for better caching) +COPY pyproject.toml uv.lock ./ + +# Use the base image's prebuilt venv (contains torch stack for gfx1151) +RUN test -x /opt/venv/bin/python +ENV VIRTUAL_ENV=/opt/venv +ENV PATH="/opt/venv/bin:$PATH" + +# Install dependencies, but never install/override torch/torchvision/torchaudio in this image. +# We avoid `uv sync` here because it recreates the venv and drops `--system-site-packages`. +# For strixhalo, we install pyannote.audio from git with --no-deps separately. +RUN set -eux; \ + uv export --frozen --format requirements.txt --no-dev --no-hashes \ + --extra ${PYTORCH_CUDA_VERSION} --no-emit-project \ + --prune torch --prune torchvision --prune torchaudio \ + --prune rocm --prune rocm-sdk-core --prune rocm-sdk-devel --prune rocm-sdk-libraries-gfx1151 \ + --prune torchcodec \ + $(if [ "${PYTORCH_CUDA_VERSION}" = "strixhalo" ]; then echo "--prune pyannote.audio"; fi) \ + --output-file /tmp/requirements.txt; \ + uv pip install --python /opt/venv/bin/python --no-managed-python --prerelease=if-necessary-or-explicit \ + --requirements /tmp/requirements.txt; \ + if [ "${PYTORCH_CUDA_VERSION}" = "strixhalo" ]; then \ + uv pip install --python /opt/venv/bin/python --no-managed-python --no-deps \ + "git+https://github.com/pyannote/pyannote-audio.git"; \ + fi; \ + uv cache clean + +# Copy the full source code (after dependencies are cached) +COPY src/ src/ + +# Install the project (editable so the compose bind-mount workflow still works) +RUN uv pip install --python /opt/venv/bin/python --no-managed-python --no-deps --editable . + +# Verify we can import the base image's torch stack (and that torchvision ops are present) +RUN python -c "import torch, torchvision; print('torch', torch.__version__, torch.__file__); print('torchvision', torchvision.__version__, torchvision.__file__)" + +# Create directories +RUN mkdir -p /app/audio_chunks /app/debug /app/data /models + +# Set environment variables +ENV HF_HOME=/models +ENV PYTHONPATH=/app +ENV LD_LIBRARY_PATH=/opt/rocm/lib:/opt/rocm/lib/host-math/lib:/opt/rocm/lib/rocm_sysdeps/lib:/opt/venv/lib/python3.13/site-packages/torch/lib:/usr/lib64:${LD_LIBRARY_PATH} + +# Expose port +EXPOSE 8085 + +# Run the service +CMD ["/opt/venv/bin/simple-speaker-service"] diff --git a/extras/speaker-recognition/docker-compose.yml b/extras/speaker-recognition/docker-compose.yml index ea41de04..4cb81cb6 100644 --- a/extras/speaker-recognition/docker-compose.yml +++ b/extras/speaker-recognition/docker-compose.yml @@ -55,13 +55,34 @@ services: count: all capabilities: [gpu] + # Strix Halo / AMD ROCm Profile Configuration + speaker-service-strixhalo: + <<: *base-speaker-service + profiles: ["strixhalo"] + networks: + default: + aliases: + - speaker-service + build: + context: . + dockerfile: Dockerfile.strixhalo + args: + PYTORCH_CUDA_VERSION: ${PYTORCH_CUDA_VERSION:-strixhalo} + devices: + - /dev/kfd + - /dev/dri + group_add: + - video + security_opt: + - seccomp:unconfined + # React Web UI web-ui: platform: linux/amd64 build: context: webui dockerfile: Dockerfile - profiles: ["cpu", "gpu"] + profiles: ["cpu", "gpu", "strixhalo"] ports: - "${REACT_UI_PORT:-5173}:${REACT_UI_PORT:-5173}" volumes: @@ -88,7 +109,7 @@ services: # Nginx reverse proxy for unified HTTPS endpoint nginx: image: nginx:alpine - profiles: ["cpu", "gpu"] + profiles: ["cpu", "gpu", "strixhalo"] ports: - "8444:443" - "8081:80" @@ -109,4 +130,4 @@ services: networks: default: name: chronicle-network - external: true \ No newline at end of file + external: true diff --git a/extras/speaker-recognition/init.py b/extras/speaker-recognition/init.py index 8267e35b..ea8f15c2 100755 --- a/extras/speaker-recognition/init.py +++ b/extras/speaker-recognition/init.py @@ -195,16 +195,25 @@ def setup_compute_mode(self): else: choices = { "1": "CPU-only (works everywhere)", - "2": "GPU acceleration (requires NVIDIA+CUDA)" + "2": "GPU acceleration (requires NVIDIA+CUDA)", + "3": "AMD Strix Halo (NPU acceleration)" } choice = self.prompt_choice("Choose compute mode:", choices, "1") - compute_mode = "gpu" if choice == "2" else "cpu" + + if choice == "2": + compute_mode = "gpu" + elif choice == "3": + compute_mode = "strixhalo" + else: + compute_mode = "cpu" self.config["COMPUTE_MODE"] = compute_mode # Set PYTORCH_CUDA_VERSION for Docker build if compute_mode == "cpu": self.config["PYTORCH_CUDA_VERSION"] = "cpu" + elif compute_mode == "strixhalo": + self.config["PYTORCH_CUDA_VERSION"] = "strixhalo" else: # Detect system CUDA version and suggest as default detected_cuda = self.detect_cuda_version() @@ -444,8 +453,8 @@ def main(): parser.add_argument("--hf-token", help="Hugging Face token (default: prompt user)") parser.add_argument("--compute-mode", - choices=["cpu", "gpu"], - help="Compute mode: cpu or gpu (default: prompt user)") + choices=["cpu", "gpu", "strixhalo"], + help="Compute mode: cpu, gpu, or strixhalo (default: prompt user)") parser.add_argument("--deepgram-api-key", help="Deepgram API key (optional)") parser.add_argument("--enable-https", action="store_true", diff --git a/extras/speaker-recognition/pyproject.toml b/extras/speaker-recognition/pyproject.toml index e9f6bbbf..1ab5f075 100644 --- a/extras/speaker-recognition/pyproject.toml +++ b/extras/speaker-recognition/pyproject.toml @@ -2,13 +2,13 @@ name = "simple-speaker-recognition" version = "0.1.0" description = "Speaker recognition and diarization service for friend-lite" -requires-python = ">=3.10" +requires-python = ">=3.11,<3.14" dependencies = [ "fastapi>=0.115.12", "uvicorn>=0.34.2", "scipy>=1.10.0", - "pyannote.audio>=3.3.2", + "pyannote.audio>=3.3.2; extra != 'strixhalo'", "aiohttp>=3.8.0", "python-multipart>=0.0.6", "pydantic>=2.0.0", @@ -58,13 +58,39 @@ cu128 = [ "torchaudio>=2.0.0", ] +strixhalo = [ + # Provided by the base image; keep listed so `tool.uv.sources` can scope them to this extra, + # but mark them as never-selected so uv won't install/upgrade them into the venv. + "torch>=2.0.0; sys_platform == 'never'", + "torchaudio>=2.0.0; sys_platform == 'never'", + "torchvision>=0.15.0; sys_platform == 'never'", + # pyannote.audio from git (installed with --no-deps, dependencies listed separately below) + "pyannote.audio", + # OpenTelemetry dependencies for pyannote.audio + "opentelemetry-api>=1.39.0", + "opentelemetry-sdk>=1.39.0", + "opentelemetry-exporter-otlp>=1.34.0", + # Pyannote dependencies + "pyannote-pipeline>=4.0.0", + "pyannote-metrics>=4.0.0", + "pyannoteai-sdk>=0.3.0", + # Audio processing dependencies + "asteroid-filterbanks>=0.4.0", + "pytorch-metric-learning>=2.8.1", + # PyTorch Lightning (required by pyannote.audio) + "lightning>=2.0.0", + "torch_audiomentations", +] + [tool.uv] +required-environments = ["sys_platform == 'linux' and platform_machine == 'x86_64'"] conflicts = [ [ { extra = "cpu" }, { extra = "cu121" }, { extra = "cu126" }, { extra = "cu128" }, + { extra = "strixhalo" }, ], ] @@ -81,7 +107,7 @@ torchaudio = [ { index = "pytorch-cu126", extra = "cu126" }, { index = "pytorch-cu128", extra = "cu128" }, ] - +"pyannote.audio" = { git = "https://github.com/pyannote/pyannote-audio.git", extra = "strixhalo" } [[tool.uv.index]] name = "pytorch-cpu" url = "https://download.pytorch.org/whl/cpu" @@ -125,4 +151,4 @@ test = [ ] [tool.isort] -profile = "black" \ No newline at end of file +profile = "black" diff --git a/extras/speaker-recognition/src/simple_speaker_recognition/api/routers/identification.py b/extras/speaker-recognition/src/simple_speaker_recognition/api/routers/identification.py index 1c5ac56a..afedfad9 100644 --- a/extras/speaker-recognition/src/simple_speaker_recognition/api/routers/identification.py +++ b/extras/speaker-recognition/src/simple_speaker_recognition/api/routers/identification.py @@ -26,7 +26,6 @@ from simple_speaker_recognition.database import get_db_session from simple_speaker_recognition.database.models import Speaker from simple_speaker_recognition.utils.audio_processing import get_audio_info -from simple_speaker_recognition.utils.analysis import create_speaker_analysis # These will be imported from the main service.py when we integrate # from ..service import get_db, audio_backend @@ -573,6 +572,9 @@ async def analyze_annotation_segments( and performs clustering analysis to help visualize speaker separation. """ import json + # Local import to avoid OpenMP/BLAS runtime conflicts between PyTorch (ROCm) and Sklearn/UMAP + # that cause a segmentation fault if imported at the top level alongside torch. + from simple_speaker_recognition.utils.analysis import create_speaker_analysis # Parse segments JSON try: @@ -705,6 +707,9 @@ async def analyze_segments_with_enrolled_speakers( 4. Suggests optimal threshold based on separation """ import json + # Local import to avoid OpenMP/BLAS runtime conflicts between PyTorch (ROCm) and Sklearn/UMAP + # that cause a segmentation fault if imported at the top level alongside torch. + from simple_speaker_recognition.utils.analysis import create_speaker_analysis # Parse segments JSON try: diff --git a/extras/speaker-recognition/src/simple_speaker_recognition/api/routers/speakers.py b/extras/speaker-recognition/src/simple_speaker_recognition/api/routers/speakers.py index bc810ef9..7d05c367 100644 --- a/extras/speaker-recognition/src/simple_speaker_recognition/api/routers/speakers.py +++ b/extras/speaker-recognition/src/simple_speaker_recognition/api/routers/speakers.py @@ -76,6 +76,8 @@ async def get_speakers_analysis( db: UnifiedSpeakerDB = Depends(get_db), ): """Get comprehensive analysis of speaker embeddings including clustering and visualization data.""" + # Local import to avoid OpenMP/BLAS runtime conflicts between PyTorch (ROCm) and Sklearn/UMAP + # that cause a segmentation fault if imported at the top level alongside torch. from simple_speaker_recognition.utils.analysis import create_speaker_analysis log.info(f"Generating speaker analysis for user_id={user_id}, method={method}, cluster_method={cluster_method}") diff --git a/extras/speaker-recognition/uv.lock b/extras/speaker-recognition/uv.lock index 40c9b4a0..ffc01d1a 100644 --- a/extras/speaker-recognition/uv.lock +++ b/extras/speaker-recognition/uv.lock @@ -1,49 +1,47 @@ version = 1 -revision = 2 -requires-python = ">=3.10" +revision = 3 +requires-python = ">=3.11, <3.14" resolution-markers = [ - "(python_full_version >= '3.13' and platform_machine != 'aarch64' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (python_full_version >= '3.13' and sys_platform != 'linux' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128')", - "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128'", - "(python_full_version == '3.12.*' and platform_machine != 'aarch64' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (python_full_version == '3.12.*' and sys_platform != 'linux' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128')", - "python_full_version == '3.12.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128'", - "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (python_full_version == '3.11.*' and sys_platform != 'linux' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128')", - "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128'", - "(python_full_version < '3.11' and platform_machine != 'aarch64' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 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(sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo')" }, + { name = "torchaudio", version = "2.9.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 'aarch64' and sys_platform == 'linux' and extra == 'extra-26-simple-speaker-recognition-cpu') or (platform_python_implementation != 'CPython' and sys_platform == 'linux' and extra == 'extra-26-simple-speaker-recognition-cpu') or (sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-26-simple-speaker-recognition-cpu') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu126') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (sys_platform == 'darwin' and extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (sys_platform == 'linux' and extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121') or (sys_platform == 'linux' and extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126') or (sys_platform == 'linux' and extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform == 'linux' and extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra != 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo')" }, ] cu121 = [ { name = "torch", version = "2.5.1+cu121", source = { registry = "https://download.pytorch.org/whl/cu121" } }, @@ -4813,17 +3184,33 @@ cu121 = [ ] cu126 = [ { name = "torch", version = "2.9.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" } }, - { name = "torchaudio", version = "2.9.0", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-26-simple-speaker-recognition-cu126') or (platform_machine != 'aarch64' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform != 'linux' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128')" }, - { name = "torchaudio", version = "2.9.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "(platform_machine != 'aarch64' and extra == 'extra-26-simple-speaker-recognition-cu126') or (sys_platform != 'linux' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128')" }, + { name = "torchaudio", version = "2.9.0", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "(platform_machine == 'aarch64' and platform_python_implementation == 'CPython' and sys_platform == 'linux' and extra == 'extra-26-simple-speaker-recognition-cu126') or (platform_machine != 'aarch64' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (platform_machine != 'aarch64' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (platform_machine != 'aarch64' and extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (platform_python_implementation != 'CPython' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (platform_python_implementation != 'CPython' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (platform_python_implementation != 'CPython' and extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (sys_platform != 'linux' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform != 'linux' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (sys_platform != 'linux' and extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo')" }, + { name = "torchaudio", version = "2.9.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "(platform_machine != 'aarch64' and extra == 'extra-26-simple-speaker-recognition-cu126') or (platform_python_implementation != 'CPython' and extra == 'extra-26-simple-speaker-recognition-cu126') or (sys_platform != 'linux' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo')" }, ] cu128 = [ { name = "torch", version = "2.9.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" } }, - { name = "torchaudio", version = "2.9.0", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-26-simple-speaker-recognition-cu128') or (platform_machine != 'aarch64' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform != 'linux' and extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128')" }, - { name = "torchaudio", version = "2.9.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine != 'aarch64' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform != 'linux' and extra != 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform != 'linux' and extra != 'extra-26-simple-speaker-recognition-cpu' and extra != 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128')" }, + { name = "torchaudio", version = "2.9.0", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine == 'aarch64' and platform_python_implementation == 'CPython' and sys_platform == 'linux' and extra == 'extra-26-simple-speaker-recognition-cu128') or (platform_machine != 'aarch64' and extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (platform_python_implementation != 'CPython' and extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (sys_platform != 'linux' and extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-strixhalo')" }, + { name = "torchaudio", version = "2.9.0+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "(platform_machine != 'aarch64' and extra == 'extra-26-simple-speaker-recognition-cu128') or (platform_python_implementation != 'CPython' and extra == 'extra-26-simple-speaker-recognition-cu128') or (sys_platform != 'linux' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu121') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cpu' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu126') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu121' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-cu128') or (extra == 'extra-26-simple-speaker-recognition-cu126' and extra == 'extra-26-simple-speaker-recognition-strixhalo') or (extra == 'extra-26-simple-speaker-recognition-cu128' and extra == 'extra-26-simple-speaker-recognition-strixhalo')" }, ] local-audio = [ { name = "easy-audio-interfaces", extra = ["local-audio"] }, ] +strixhalo = [ + { name = "asteroid-filterbanks" }, + { name = "lightning" }, + { name = "opentelemetry-api" }, + { name = "opentelemetry-exporter-otlp" }, + { name = "opentelemetry-sdk" }, + { name = "pyannote-audio" }, + { name = "pyannote-metrics" }, + { name = "pyannote-pipeline" }, + { name = "pyannoteai-sdk" }, + { name = "pytorch-metric-learning" }, + { name = "torch", version = "2.8.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'never'" }, + { name = "torch-audiomentations" }, + { name = "torchaudio", version = "2.8.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform == 'never'" }, + { name = "torchvision", marker = "sys_platform == 'never'" }, +] [package.dev-dependencies] dev = [ @@ -4839,38 +3226,52 @@ test = [ requires-dist = [ { name = "aiohttp", specifier = ">=3.8.0" }, { name = "alembic", specifier = ">=1.13.0" }, + { name = 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#!/bin/bash -uv run --with-requirements setup-requirements.txt python services.py restart --all +if [ $# -eq 0 ]; then + uv run --with-requirements setup-requirements.txt python services.py restart --all +else + uv run --with-requirements setup-requirements.txt python services.py restart "$@" +fi \ No newline at end of file diff --git a/services.py b/services.py index 0ffa014a..c6b17b0b 100755 --- a/services.py +++ b/services.py @@ -123,6 +123,8 @@ def run_compose_command(service_name, command, build=False): # Add profile flag for both up and down commands if compute_mode == 'gpu': cmd.extend(['--profile', 'gpu']) + elif compute_mode == 'strixhalo': + cmd.extend(['--profile', 'strixhalo']) else: cmd.extend(['--profile', 'cpu']) @@ -133,7 +135,14 @@ def run_compose_command(service_name, command, build=False): cmd.extend(['up', '-d']) else: # HTTP mode: start specific services with profile (no nginx) - cmd.extend(['up', '-d', 'speaker-service-gpu' if compute_mode == 'gpu' else 'speaker-service-cpu', 'web-ui']) + if compute_mode == 'gpu': + service_name_to_start = 'speaker-service-gpu' + elif compute_mode == 'strixhalo': + service_name_to_start = 'speaker-service-strixhalo' + else: + service_name_to_start = 'speaker-service-cpu' + + cmd.extend(['up', '-d', service_name_to_start, 'web-ui']) elif command == 'down': cmd.extend(['down']) else: @@ -142,6 +151,27 @@ def run_compose_command(service_name, command, build=False): cmd.extend(['up', '-d']) elif command == 'down': cmd.extend(['down']) + # Handle asr-services service specially (NVIDIA vs AMD/ROCm vs CPU) + elif service_name == 'asr-services' and command in ['up', 'down']: + env_file = service_path / '.env' + env_values = dotenv_values(env_file) if env_file.exists() else {} + pytorch_variant = (env_values.get('PYTORCH_CUDA_VERSION') or 'cpu').strip().strip("'\"") + + if command == 'up': + if pytorch_variant == 'strixhalo': + cmd.extend(['--profile', 'strixhalo', 'up', '-d', 'parakeet-asr-strixhalo']) + elif pytorch_variant.startswith('cu'): + # If host doesn't have NVIDIA device nodes, fall back to CPU service. + if Path("/dev/nvidiactl").exists() or Path("/dev/nvidia0").exists(): + cmd.extend(['--profile', 'nvidia', 'up', '-d', 'parakeet-asr-nvidia']) + else: + console.print("[yellow]⚠️ asr-services configured for CUDA (NVIDIA), but no NVIDIA devices found; starting CPU variant instead.[/yellow]") + cmd.extend(['up', '-d', 'parakeet-asr']) + else: + # CPU fallback (no GPU requirements) + cmd.extend(['up', '-d', 'parakeet-asr']) + else: + cmd.extend(['down']) else: # Standard compose commands for other services if command == 'up': @@ -409,4 +439,4 @@ def main(): restart_services(services) if __name__ == "__main__": - main() \ No newline at end of file + main() diff --git a/start.sh b/start.sh index 44ba6f2c..7a01199b 100755 --- a/start.sh +++ b/start.sh @@ -1 +1,6 @@ -uv run --with-requirements setup-requirements.txt python services.py start --all --build +#!/bin/bash +if [ $# -eq 0 ]; then + uv run --with-requirements setup-requirements.txt python services.py start --all --build +else + uv run --with-requirements setup-requirements.txt python services.py start "$@" +fi \ No newline at end of file diff --git a/stop.sh b/stop.sh index 0f49add7..9fd0dfd2 100755 --- a/stop.sh +++ b/stop.sh @@ -1 +1,6 @@ -uv run --with-requirements setup-requirements.txt python services.py stop --all +#!/bin/bash +if [ $# -eq 0 ]; then + uv run --with-requirements setup-requirements.txt python services.py stop --all +else + uv run --with-requirements setup-requirements.txt python services.py stop "$@" +fi \ No newline at end of file diff --git a/wizard.py b/wizard.py index a2e2b2f7..1482cea4 100755 --- a/wizard.py +++ b/wizard.py @@ -57,7 +57,7 @@ def is_placeholder(value, *placeholder_variants): 'backend': { 'advanced': { 'path': 'backends/advanced', - 'cmd': ['uv', 'run', '--with-requirements', '../../setup-requirements.txt', 'python', 'init.py'], + 'cmd': ['uv', 'run', '--prerelease=allow', '--with-requirements', '../../setup-requirements.txt', 'python', 'init.py'], 'description': 'Advanced AI backend with full feature set', 'required': True } @@ -65,12 +65,12 @@ def is_placeholder(value, *placeholder_variants): 'extras': { 'speaker-recognition': { 'path': 'extras/speaker-recognition', - 'cmd': ['uv', 'run', '--with-requirements', '../../setup-requirements.txt', 'python', 'init.py'], + 'cmd': ['uv', 'run', '--prerelease=allow', '--with-requirements', '../../setup-requirements.txt', 'python', 'init.py'], 'description': 'Speaker identification and enrollment' }, 'asr-services': { 'path': 'extras/asr-services', - 'cmd': ['uv', 'run', '--with-requirements', '../../setup-requirements.txt', 'python', 'init.py'], + 'cmd': ['uv', 'run', '--prerelease=allow', '--with-requirements', '../../setup-requirements.txt', 'python', 'init.py'], 'description': 'Offline speech-to-text (Parakeet)' }, 'openmemory-mcp': { @@ -218,7 +218,7 @@ def run_service_setup(service_name, selected_services, https_enabled=False, serv # Pass compute mode from existing .env if available compute_mode = read_env_value(speaker_env_path, 'COMPUTE_MODE') - if compute_mode in ['cpu', 'gpu']: + if compute_mode in ['cpu', 'gpu', 'strixhalo']: cmd.extend(['--compute-mode', compute_mode]) console.print(f"[blue][INFO][/blue] Found existing COMPUTE_MODE ({compute_mode}), reusing") @@ -226,7 +226,7 @@ def run_service_setup(service_name, selected_services, https_enabled=False, serv if service_name == 'asr-services': speaker_env_path = 'extras/speaker-recognition/.env' cuda_version = read_env_value(speaker_env_path, 'PYTORCH_CUDA_VERSION') - if cuda_version and cuda_version in ['cu121', 'cu126', 'cu128']: + if cuda_version and cuda_version in ['cu121', 'cu126', 'cu128', 'strixhalo']: cmd.extend(['--pytorch-cuda-version', cuda_version]) console.print(f"[blue][INFO][/blue] Found existing PYTORCH_CUDA_VERSION ({cuda_version}) from speaker-recognition, reusing") diff --git a/wizard.sh b/wizard.sh index 02942349..cde8bc3e 100755 --- a/wizard.sh +++ b/wizard.sh @@ -1 +1 @@ -uv run --with-requirements setup-requirements.txt wizard.py +uv run --with-requirements setup-requirements.txt wizard.py "$@" From cfc476059d00c1ad36e3ecbd1d49c4b5ee469afe Mon Sep 17 00:00:00 2001 From: 0xrushi <0xrushi@gmail.com> Date: Sun, 4 Jan 2026 23:07:30 -0500 Subject: [PATCH 2/3] Refactor Dockerfile for speaker recognition service - Simplified the installation of system dependencies by removing conditional package manager checks and directly using `dnf` for installation. - Cleaned up the Dockerfile to enhance readability and maintainability. --- .../speaker-recognition/Dockerfile.strixhalo | 24 ++++--------------- 1 file changed, 4 insertions(+), 20 deletions(-) diff --git a/extras/speaker-recognition/Dockerfile.strixhalo b/extras/speaker-recognition/Dockerfile.strixhalo index 7c5c3a4f..ff0853ac 100644 --- a/extras/speaker-recognition/Dockerfile.strixhalo +++ b/extras/speaker-recognition/Dockerfile.strixhalo @@ -3,27 +3,11 @@ FROM docker.io/kyuz0/vllm-therock-gfx1151:sha-039484a ARG PYTORCH_CUDA_VERSION=strixhalo ENV PYTORCH_CUDA_VERSION=${PYTORCH_CUDA_VERSION} -# Install system dependencies (base image may be deb/rpm/alpine) +# Install system dependencies RUN set -eux; \ - if command -v apt-get >/dev/null 2>&1; then \ - apt-get update; \ - apt-get install -y --no-install-recommends \ - build-essential git ffmpeg curl libjpeg-dev zlib1g-dev libpng-dev; \ - rm -rf /var/lib/apt/lists/*; \ - elif command -v dnf >/dev/null 2>&1; then \ - dnf -y install \ - gcc gcc-c++ make git ffmpeg curl libjpeg-turbo-devel zlib-devel libpng-devel; \ - dnf -y clean all; \ - elif command -v yum >/dev/null 2>&1; then \ - yum -y install \ - gcc gcc-c++ make git ffmpeg curl libjpeg-turbo-devel zlib-devel libpng-devel; \ - yum -y clean all; \ - elif command -v apk >/dev/null 2>&1; then \ - apk add --no-cache \ - build-base git ffmpeg curl jpeg-dev zlib-dev libpng-dev; \ - else \ - echo "WARNING: No supported package manager found; skipping OS deps install" >&2; \ - fi + dnf -y install \ + gcc gcc-c++ make git ffmpeg curl libjpeg-turbo-devel zlib-devel libpng-devel; \ + dnf -y clean all WORKDIR /app From 0dcd50ebbcb3be0a25842f8b6e9588aae0693819 Mon Sep 17 00:00:00 2001 From: 0xrushi <0xrushi@gmail.com> Date: Sun, 4 Jan 2026 23:23:09 -0500 Subject: [PATCH 3/3] Add startup flow diagram and enhance speaker recognition documentation --- Docs/init-system.md | 55 ++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 54 insertions(+), 1 deletion(-) diff --git a/Docs/init-system.md b/Docs/init-system.md index 3df6316c..3a49816b 100644 --- a/Docs/init-system.md +++ b/Docs/init-system.md @@ -192,6 +192,59 @@ cd extras/asr-services && docker compose up --build -d cd extras/openmemory-mcp && docker compose up --build -d ``` +## Startup Flow (Mermaid) diagram + +Chronicle has two layers: +- **Setup** (`wizard.sh` / `wizard.py`) writes config (`.env`, `config/config.yml`, optional SSL/nginx config). +- **Run** (`start.sh` / `services.py`) starts the configured services via `docker compose`. + +```mermaid +flowchart TD + A[wizard.sh] --> B[uv run --with-requirements setup-requirements.txt wizard.py] + B --> C{Select services} + C --> D[backends/advanced/init.py\nwrites backends/advanced/.env + config/config.yml] + C --> E[extras/speaker-recognition/init.py\nwrites extras/speaker-recognition/.env\noptionally ssl/* + nginx.conf] + C --> F[extras/asr-services/init.py\nwrites extras/asr-services/.env] + C --> G[extras/openmemory-mcp/setup.sh] + + A2[start.sh] --> B2[uv run --with-requirements setup-requirements.txt python services.py start ...] + B2 --> H{For each service:\n.env exists?} + H -->|yes| I[services.py runs docker compose\nin each service directory] + H -->|no| J[Skip (not configured)] +``` + +### How `services.py` picks Speaker Recognition variants + +`services.py` reads `extras/speaker-recognition/.env` and decides: +- `COMPUTE_MODE=cpu|gpu|strixhalo` → choose compose profile +- `REACT_UI_HTTPS=true|false` → include `nginx` (HTTPS) vs run only API+UI (HTTP) + +```mermaid +flowchart TD + S[start.sh] --> P[services.py] + P --> R[Read extras/speaker-recognition/.env] + R --> M{COMPUTE_MODE} + M -->|cpu| C1[docker compose --profile cpu up ...] + M -->|gpu| C2[docker compose --profile gpu up ...] + M -->|strixhalo| C3[docker compose --profile strixhalo up ...] + R --> H{REACT_UI_HTTPS} + H -->|true| N1[Start profile default set:\nAPI + web-ui + nginx] + H -->|false| N2[Start only:\nAPI + web-ui (no nginx)] +``` + +### CPU + NVIDIA share the same `Dockerfile` + `pyproject.toml` + +Speaker recognition uses a single dependency definition with per-accelerator “extras”: +- `extras/speaker-recognition/pyproject.toml` defines extras like `cpu`, `cu121`, `cu126`, `cu128`, `strixhalo`. +- `extras/speaker-recognition/Dockerfile` takes `ARG PYTORCH_CUDA_VERSION` and runs: + - `uv sync --extra ${PYTORCH_CUDA_VERSION}` + - `uv run --extra ${PYTORCH_CUDA_VERSION} ...` +- `extras/speaker-recognition/docker-compose.yml` sets that build arg per profile: + - CPU profile defaults to `PYTORCH_CUDA_VERSION=cpu` + - GPU profile defaults to `PYTORCH_CUDA_VERSION=cu126` and reserves NVIDIA GPUs + +AMD/ROCm (Strix Halo) uses the same `pyproject.toml` interface (the `strixhalo` extra), but a different build recipe (`extras/speaker-recognition/Dockerfile.strixhalo`) and ROCm device mappings, because the base image provides the torch stack. + ## Configuration Files ### Generated Files @@ -234,4 +287,4 @@ cd backends/advanced && docker compose logs chronicle-backend # Speaker Recognition logs cd extras/speaker-recognition && docker compose logs speaker-service -``` \ No newline at end of file +```