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feat: migrate python backends from conda to uv (#2215)
* feat: migrate diffusers backend from conda to uv
- replace conda with UV for diffusers install (prototype for all
extras backends)
- add ability to build docker with one/some/all extras backends
instead of all or nothing
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate autogtpq bark coqui from conda to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: convert exllama over to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate exllama2 to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate mamba to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate parler to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate petals to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: fix tests
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate rerankers to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate sentencetransformers to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: install uv for tests-linux
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: make sure file exists before installing on intel images
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate transformers backend to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate transformers-musicgen to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate vall-e-x to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: migrate vllm to uv
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add uv install to the rest of test-extra.yml
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: adjust file perms on all install/run/test scripts
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add missing acclerate dependencies
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add some more missing dependencies to python backends
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: parler tests venv py dir fix
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: correct filename for transformers-musicgen tests
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: adjust the pwd for valle tests
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: cleanup and optimization work for uv migration
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: add setuptools to requirements-install for mamba
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: more size optimization work
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: make installs and tests more consistent, cleanup some deps
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: cleanup
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: mamba backend is cublas only
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: uncomment lines in makefile
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
---------
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
This commit is contained in:
cryptk
@@ -1,50 +1,34 @@
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#!/bin/bash
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set -ex
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SKIP_CONDA=${SKIP_CONDA:-0}
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BUILD_ISOLATION_FLAG=""
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# Check if environment exist
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conda_env_exists(){
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! conda list --name "${@}" >/dev/null 2>/dev/null
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}
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MY_DIR="$(dirname -- "${BASH_SOURCE[0]}")"
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if [ $SKIP_CONDA -eq 1 ]; then
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echo "Skipping conda environment installation"
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else
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export PATH=$PATH:/opt/conda/bin
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if conda_env_exists "diffusers" ; then
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echo "Creating virtual environment..."
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conda env create --name diffusers --file $1
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echo "Virtual environment created."
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else
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echo "Virtual environment already exists."
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fi
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uv venv ${MY_DIR}/venv
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source ${MY_DIR}/venv/bin/activate
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if [ -f "requirements-install.txt" ]; then
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# If we have a requirements-install.txt, it means that a package does not properly declare it's build time
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# dependencies per PEP-517, so we have to set up the proper build environment ourselves, and then install
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# the package without build isolation
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BUILD_ISOLATION_FLAG="--no-build-isolation"
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uv pip install --requirement ${MY_DIR}/requirements-install.txt
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fi
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uv pip install ${BUILD_ISOLATION_FLAG} --requirement ${MY_DIR}/requirements.txt
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if [ -f "requirements-${BUILD_TYPE}.txt" ]; then
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uv pip install ${BUILD_ISOLATION_FLAG} --requirement ${MY_DIR}/requirements-${BUILD_TYPE}.txt
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fi
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if [ -d "/opt/intel" ]; then
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# Intel GPU: If the directory exists, we assume we are using the Intel image
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# https://github.com/intel/intel-extension-for-pytorch/issues/538
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pip install torch==2.1.0a0 \
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torchvision==0.16.0a0 \
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torchaudio==2.1.0a0 \
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intel-extension-for-pytorch==2.1.10+xpu \
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--extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
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pip install google-api-python-client \
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grpcio==1.63.0 \
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grpcio-tools==1.63.0 \
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diffusers==0.24.0 \
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transformers>=4.25.1 \
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accelerate \
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compel==2.0.2 \
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Pillow
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if [ -f "requirements-intel.txt" ]; then
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uv pip install ${BUILD_ISOLATION_FLAG} --index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/ --requirement ${MY_DIR}/requirements-intel.txt
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fi
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fi
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if [ "$PIP_CACHE_PURGE" = true ] ; then
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if [ $SKIP_CONDA -ne 1 ]; then
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# Activate conda environment
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source activate diffusers
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fi
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pip cache purge
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fi
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