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| set -o pipefail | |
| set -ex | |
| shopt -s expand_aliases | |
| if ! test -f /usr/bin/sudo; then | |
| echo "No sudo" | |
| alias sudo=' ' | |
| fi | |
| # | |
| #* Optional: For document Q/A and use of DocTR. Install before other pips to avoid long conflict checks. | |
| # | |
| if [[ -z "${WOLFI_OS}" ]]; then | |
| conda install weasyprint pygobject -c conda-forge -y | |
| # Avoids library mismatch. | |
| # fix any bad env | |
| pip uninstall -y pandoc pypandoc pypandoc-binary flash-attn | |
| else | |
| echo "pandoc is part of base wolfi-os image" | |
| fi | |
| # upgrade pip | |
| pip install --upgrade pip wheel | |
| # broad support, but no training-time or data creation dependencies | |
| pip install -r requirements.txt -c reqs_optional/reqs_constraints.txt | |
| if [[ -z "${WOLFI_OS}" ]]; then | |
| # | |
| #* Optional: Install document question-answer dependencies: | |
| # | |
| # May be required for jq package: | |
| sudo apt-get update -y | |
| sudo apt-get -y install autoconf libtool | |
| fi | |
| # Required for Doc Q/A: LangChain: | |
| pip install -r reqs_optional/requirements_optional_langchain.txt -c reqs_optional/reqs_constraints.txt | |
| # Required for CPU: LLaMa/GPT4All: | |
| if [[ -z "${WOLFI_OS}" ]]; then | |
| pip install -r reqs_optional/requirements_optional_llamacpp_gpt4all.txt -c reqs_optional/reqs_constraints.txt --no-cache-dir | |
| else | |
| C=gcc-11 CXX=g++-11 pip install -r reqs_optional/requirements_optional_llamacpp_gpt4all.txt -c reqs_optional/reqs_constraints.txt --no-cache-dir | |
| fi | |
| # Optional: PyMuPDF/ArXiv: | |
| # Note!! that pymupdf is AGPL, requiring any source code be made available, but it's like GPL and too strong a constraint for general commercial use. | |
| if [ "${GPLOK}" -eq "1" ] | |
| then | |
| pip install -r reqs_optional/requirements_optional_langchain.gpllike.txt -c reqs_optional/reqs_constraints.txt | |
| fi | |
| # Optional: FAISS | |
| pip install -r reqs_optional/requirements_optional_gpu_only.txt -c reqs_optional/reqs_constraints.txt | |
| # Optional: Selenium/PlayWright: | |
| pip install -r reqs_optional/requirements_optional_langchain.urls.txt -c reqs_optional/reqs_constraints.txt | |
| # Optional: support docx, pptx, ArXiv, etc. required by some python packages | |
| if [[ -z "${WOLFI_OS}" ]]; then | |
| sudo apt-get install -y libmagic-dev poppler-utils tesseract-ocr libtesseract-dev libreoffice | |
| else | |
| echo "libmagic, tesseract, libreoffice are part of base wolfi-os image, but no poppler" | |
| fi | |
| # Optional: For DocTR | |
| pip install -r reqs_optional/requirements_optional_doctr.txt -c reqs_optional/reqs_constraints.txt | |
| # For DocTR: go back to older onnx so Tesseract OCR still works | |
| pip install onnxruntime==1.15.0 -c reqs_optional/reqs_constraints.txt | |
| # GPU only: | |
| pip install onnxruntime-gpu==1.15.0 -c reqs_optional/reqs_constraints.txt | |
| # Optional: for supporting unstructured package | |
| for i in 1 2 3 4; do python -m nltk.downloader all && break || sleep 1; done # retry as frequently fails with github downloading issues | |
| # Optional: Required for PlayWright | |
| if [[ -z "${WOLFI_OS}" ]]; then | |
| playwright install --with-deps | |
| else | |
| echo "playwright is part of the base wolfi-os image" | |
| fi | |
| # Audio speed-up and slowdown (best quality), if not installed can only speed-up with lower quality | |
| if [[ -z "${WOLFI_OS}" ]]; then | |
| sudo apt-get install -y rubberband-cli | |
| pip install pyrubberband==0.3.0 -c reqs_optional/reqs_constraints.txt | |
| fi | |
| # https://stackoverflow.com/questions/75813603/python-working-with-sound-librosa-and-pyrubberband-conflict | |
| pip uninstall -y pysoundfile soundfile | |
| if [[ -z "${WOLFI_OS}" ]]; then | |
| sudo apt-get install ffmpeg -y | |
| else | |
| echo "ffmpeg is part of the base wolfi-os image" | |
| fi | |
| # Audio deps | |
| # install TTS separately to avoid conflicts | |
| pip install TTS deepspeed -c reqs_optional/reqs_constraints.txt | |
| # install rest of deps | |
| pip install -r reqs_optional/requirements_optional_audio.txt -c reqs_optional/reqs_constraints.txt | |
| # needed for librosa/soundfile to work, but violates TTS, but that's probably just too strict as we have seen before) | |
| pip install numpy==1.23.0 --no-deps --upgrade -c reqs_optional/reqs_constraints.txt | |
| # TTS or other deps load old librosa, fix: | |
| pip install librosa==0.10.1 --no-deps --upgrade -c reqs_optional/reqs_constraints.txt | |
| # Vision/Image packages | |
| pip install -r reqs_optional/requirements_optional_image.txt -c reqs_optional/reqs_constraints.txt | |
| #* HNSW issue: | |
| # | |
| # In some cases old chroma migration package will install old hnswlib and that may cause issues when making a database, then do: | |
| pip uninstall -y hnswlib chroma-hnswlib | |
| # restore correct version | |
| pip install chroma-hnswlib==0.7.3 --upgrade -c reqs_optional/reqs_constraints.txt | |
| if [[ -z "${WOLFI_OS}" ]]; then | |
| # | |
| #* Selenium needs to have chrome installed, e.g. on Ubuntu: | |
| # | |
| sudo apt install -y unzip xvfb libxi6 libgconf-2-4 libu2f-udev | |
| fi | |
| if [[ -z "${WOLFI_OS}" ]]; then | |
| javaVersion=$(java --version) | |
| if [ -z "$javaVersion" ]; then | |
| sudo apt install -y default-jdk | |
| fi | |
| #if [ 1 -eq 0 ]; then | |
| # sudo bash -c 'curl -sS -o - https://dl-ssl.google.com/linux/linux_signing_key.pub | apt-key add' | |
| # sudo bash -c "echo 'deb [arch=amd64] http://dl.google.com/linux/chrome/deb/ stable main' >> /etc/apt/sources.list.d/google-chrome.list" | |
| # sudo apt -y update | |
| # sudo apt -y install google-chrome-stable # e.g. Google Chrome 114.0.5735.198 | |
| #fi | |
| # upgrade chrome to latest | |
| sudo mkdir -p /etc/apt/keyrings/ | |
| sudo rm -rf /tmp/google.pub | |
| sudo wget https://dl-ssl.google.com/linux/linux_signing_key.pub -O /tmp/google.pub | |
| sudo gpg --no-default-keyring --keyring /etc/apt/keyrings/google-chrome.gpg --import /tmp/google.pub | |
| sudo echo 'deb [arch=amd64 signed-by=/etc/apt/keyrings/google-chrome.gpg] http://dl.google.com/linux/chrome/deb/ stable main' | sudo tee /etc/apt/sources.list.d/google-chrome.list | |
| sudo apt-get update -y | |
| sudo apt-get install google-chrome-stable -y | |
| chromeVersion="$(echo $(google-chrome --version) | cut -d' ' -f3)" | |
| # visit https://googlechromelabs.github.io/chrome-for-testing/ and download matching version | |
| # E.g. | |
| # Attempt to download matching version of ChromeDriver | |
| sudo rm -rf chromedriver-linux64.zip chromedriver LICENSE.chromedriver | |
| if ! wget -O chromedriver-linux64.zip "https://storage.googleapis.com/chrome-for-testing-public/${chromeVersion}/linux64/chromedriver-linux64.zip"; then | |
| echo "Failed to download ChromeDriver for version ${chromeVersion}, attempting to download known working version 124.0.6367.91." | |
| if ! wget -O chromedriver-linux64.zip "https://storage.googleapis.com/chrome-for-testing-public/124.0.6367.91/linux64/chromedriver-linux64.zip"; then | |
| echo "Failed to download fallback ChromeDriver version 124.0.6367.91." | |
| exit 1 | |
| fi | |
| fi | |
| sudo unzip -o chromedriver-linux64.zip | |
| sudo mv chromedriver-linux64/chromedriver /usr/bin/chromedriver | |
| sudo chown root:root /usr/bin/chromedriver | |
| sudo chmod +x /usr/bin/chromedriver | |
| else | |
| echo "wolfi-os base image uses chromium with playwright support" | |
| fi | |
| # | |
| #* GPU Optional: For AutoGPTQ support on x86_64 linux | |
| # | |
| # in-transformers support of AutoGPTQ, requires also auto-gptq above to be installed since used internally by transformers/optimum | |
| #pip install optimum==1.22.0 -c reqs_optional/reqs_constraints.txt | |
| # See [AutoGPTQ](README_GPU.md#autogptq) about running AutoGPT models. | |
| # | |
| #* GPU Optional: For AutoAWQ support on x86_64 linux | |
| pip uninstall -y autoawq ; pip install autoawq -c reqs_optional/reqs_constraints.txt | |
| # fix version since don't need lm-eval to have its version of 1.5.0 | |
| pip install sacrebleu==2.3.1 --upgrade -c reqs_optional/reqs_constraints.txt | |
| # If this has issues, you need to build: | |
| if [ 1 -eq 0 ] | |
| then | |
| pip uninstall -y autoawq | |
| git clone https://github.com/casper-hansen/AutoAWQ | |
| cd AutoAWQ | |
| pip install . -c reqs_optional/reqs_constraints.txt | |
| fi | |
| # ensure not installed if remade env on top of old env | |
| pip uninstall llama_cpp_python_cuda -y | |
| # Check if the environment variable `MY_ENV_VAR` contains the substring "hello" | |
| if [[ "${PIP_EXTRA_INDEX_URL}" == *"cu118"* ]]; then | |
| #* GPU Optional: For exllama support on x86_64 linux | |
| #pip uninstall -y exllama ; pip install https://github.com/jllllll/exllama/releases/download/0.0.18/exllama-0.0.18+cu118-cp310-cp310-linux_x86_64.whl --no-cache-dir -c reqs_optional/reqs_constraints.txt | |
| # See [exllama](README_GPU.md#exllama) about running exllama models. | |
| echo "cuda118" | |
| # https://github.com/casper-hansen/AutoAWQ_kernels | |
| pip install https://github.com/casper-hansen/AutoAWQ_kernels/releases/download/v0.0.3/autoawq_kernels-0.0.3+cu118-cp310-cp310-linux_x86_64.whl | |
| pip install auto-gptq==0.7.1 --extra-index-url https://huggingface.github.io/autogptq-index/whl/cu118/ | |
| echo "cuda118 for awq, see: https://github.com/casper-hansen/AutoAWQ_kernels/releases/" | |
| elif [[ -v CUDA_HOME ]]; then | |
| #* GPU Optional: For exllama support on x86_64 linux | |
| #pip uninstall -y exllama ; pip install https://github.com/jllllll/exllama/releases/download/0.0.18/exllama-0.0.18+cu121-cp310-cp310-linux_x86_64.whl --no-cache-dir -c reqs_optional/reqs_constraints.txt | |
| # See [exllama](README_GPU.md#exllama) about running exllama models. | |
| echo "cuda121" | |
| pip install autoawq-kernels -c reqs_optional/reqs_constraints.txt | |
| pip install auto-gptq==0.7.1 exllamav2==0.0.16 | |
| fi | |
| # | |
| #* GPU Optional: Support amazon/MistralLite with flash attention 2 | |
| # | |
| if [[ -v CUDA_HOME ]]; | |
| then | |
| pip install --upgrade pip | |
| pip install flash-attn==2.6.3 --no-build-isolation --no-cache-dir -c reqs_optional/reqs_constraints.txt | |
| fi | |
| # | |
| #* Control Core Count for chroma < 0.4 using chromamigdb package: | |
| # | |
| # Duckdb used by Chroma < 0.4 uses DuckDB 0.8.1 that has no control over number of threads per database, `import duckdb` leads to all virtual cores as threads and each db consumes another number of threads equal to virtual cores. To prevent this, one can rebuild duckdb using [this modification](https://github.com/h2oai/duckdb/commit/dcd8c1ffc53dd020623630efb99ba6a3a4cbc5ad) or one can try to use the prebuild wheel for x86_64 built on Ubuntu 20. | |
| pip uninstall -y pyduckdb duckdb | |
| pip install https://h2o-release.s3.amazonaws.com/h2ogpt/duckdb-0.8.2.dev4025%2Bg9698e9e6a8.d20230907-cp310-cp310-linux_x86_64.whl --no-cache-dir --force-reinstall --no-deps -c reqs_optional/reqs_constraints.txt | |
| # | |
| #* SERP for search: | |
| # | |
| pip install -r reqs_optional/requirements_optional_agents.txt -c reqs_optional/reqs_constraints.txt | |
| # For more info see [SERP Docs](README_SerpAPI.md). | |
| pip install aider-chat | |
| # now fix | |
| pip install transformers -U -c reqs_optional/reqs_constraints.txt | |
| # https://github.com/h2oai/h2ogpt/issues/1483 | |
| pip uninstall flash_attn autoawq autoawq-kernels -y | |
| pip install flash_attn autoawq autoawq-kernels --no-cache-dir -c reqs_optional/reqs_constraints.txt | |
| # work-around issue with tenacity 8.4.0 | |
| pip install tenacity==8.3.0 -c reqs_optional/reqs_constraints.txt | |
| # work-around for some package downgrading jinja2 but >3.1.0 needed for transformers | |
| pip install jinja2==3.1.4 -c reqs_optional/reqs_constraints.txt | |
| bash ./docs/run_patches.sh | |
| # NPM based | |
| npm install -g @mermaid-js/mermaid-cli | |
| npm install -g puppeteer-core | |
| # npx -y puppeteer browsers install chrome-headless-shell | |
| # fifty one doesn't install db right for wolfi, so improve | |
| # https://github.com/voxel51/fiftyone/issues/3975 | |
| wget https://fastdl.mongodb.org/linux/mongodb-linux-x86_64-ubuntu2204-7.0.4.tgz | |
| tar xvzf mongodb-linux-x86_64-ubuntu2204-7.0.4.tgz | |
| sudo mkdir -p /usr/lib/python3.10/site-packages/fiftyone/db/ | |
| sudo cp -r mongodb-linux-x86_64-ubuntu2204-7.0.4/bin /usr/lib/python3.10/site-packages/fiftyone/db/ | |
| sudo chmod -R a+rwx /usr/lib/python3.10/site-packages/fiftyone/db | |
| if [[ -z "${WOLFI_OS}" ]]; then | |
| # | |
| #* Compile Install Issues | |
| # | |
| # * `/usr/local/cuda/include/crt/host_config.h:132:2: error: #error -- unsupported GNU version! gcc versions later than 11 are not supported!` | |
| # * gcc > 11 is not currently supported by nvcc. Install GCC with a maximum version: | |
| if [ 1 -eq 0 ] | |
| then | |
| MAX_GCC_VERSION=11 | |
| sudo apt install gcc-$MAX_GCC_VERSION g++-$MAX_GCC_VERSION | |
| sudo update-alternatives --config gcc | |
| # pick version 11 | |
| sudo update-alternatives --config g++ | |
| # pick version 11 | |
| fi | |
| fi | |