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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
GitHub
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101 changed files with 988 additions and 740 deletions
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@ -1,6 +1,6 @@
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.PHONY: transformers
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transformers: protogen
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$(MAKE) -C ../common-env/transformers
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bash install.sh
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.PHONY: run
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run: protogen
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@ -23,4 +23,8 @@ protogen-clean:
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$(RM) backend_pb2_grpc.py backend_pb2.py
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backend_pb2_grpc.py backend_pb2.py:
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python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
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python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
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.PHONY: clean
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clean: protogen-clean
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rm -rf venv
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34
backend/python/transformers/install.sh
Executable file
34
backend/python/transformers/install.sh
Executable file
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@ -0,0 +1,34 @@
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#!/bin/bash
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set -ex
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BUILD_ISOLATION_FLAG=""
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MY_DIR="$(dirname -- "${BASH_SOURCE[0]}")"
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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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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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pip cache purge
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fi
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6
backend/python/transformers/requirements.txt
Normal file
6
backend/python/transformers/requirements.txt
Normal file
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@ -0,0 +1,6 @@
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accelerate
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transformers
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grpcio==1.63.0
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protobuf
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torch
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certifi
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@ -1,20 +1,17 @@
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#!/bin/bash
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##
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## A bash script wrapper that runs the transformers server with conda
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## A bash script wrapper that runs the GRPC backend
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if [ -d "/opt/intel" ]; then
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# Assumes we are using the Intel oneAPI container image
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# https://github.com/intel/intel-extension-for-pytorch/issues/538
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export XPU=1
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else
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export PATH=$PATH:/opt/conda/bin
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# Activate conda environment
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source activate transformers
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fi
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# get the directory where the bash script is located
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DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )"
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MY_DIR="$(dirname -- "${BASH_SOURCE[0]}")"
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python $DIR/transformers_server.py $@
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source $MY_DIR/venv/bin/activate
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python $MY_DIR/transformers_server.py $@
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17
backend/python/transformers/test.sh
Normal file → Executable file
17
backend/python/transformers/test.sh
Normal file → Executable file
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@ -1,11 +1,16 @@
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#!/bin/bash
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##
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## A bash script wrapper that runs the transformers server with conda
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## A bash script wrapper that runs python unittests
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# Activate conda environment
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source activate transformers
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MY_DIR="$(dirname -- "${BASH_SOURCE[0]}")"
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# get the directory where the bash script is located
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DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )"
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source $MY_DIR/venv/bin/activate
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python -m unittest $DIR/test_transformers_server.py
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if [ -f "${MY_DIR}/test.py" ]; then
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pushd ${MY_DIR}
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python -m unittest test.py
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popd
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else
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echo "ERROR: No tests defined for backend!"
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exit 1
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fi
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