File size: 3,487 Bytes
93f12cc | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 | #!/bin/bash
# Exit on error
set -e
echo "Setting up webshop..."
echo "NOTE: please run scripts/setup_ragen_old.sh before running this script"
# Colors for output
GREEN='\033[0;32m'
BLUE='\033[0;34m'
NC='\033[0m' # No Color
# Print step with color
print_step() {
echo -e "${BLUE}[Step] ${1}${NC}"
}
build_constraints_file() {
local constraints_file
constraints_file=$(mktemp -t ragen_webshop_constraints.XXXXXX)
python - "$constraints_file" <<'PY'
from importlib import metadata
from pathlib import Path
import sys
protected = [
"torch",
"transformers",
"vllm",
"flash-attn",
"tokenizers",
]
lines = []
for package in protected:
try:
version = metadata.version(package)
except metadata.PackageNotFoundError:
continue
lines.append(f"{package}=={version}")
Path(sys.argv[1]).write_text("\n".join(lines) + ("\n" if lines else ""))
PY
echo "$constraints_file"
}
ensure_conda_env() {
if ! command -v conda &> /dev/null; then
echo "Conda is not installed. Please install Conda first."
exit 1
fi
if [ -z "${CONDA_DEFAULT_ENV:-}" ] || [ "${CONDA_DEFAULT_ENV}" != "ragen" ]; then
CONDA_PATH=$(conda info --base)
source "$CONDA_PATH/etc/profile.d/conda.sh"
conda activate ragen
fi
}
ensure_conda_env
# `pkg_resources` is provided by setuptools. Reinstall the packaging toolchain
# here because this script must work after either base setup path.
print_step "Ensuring packaging toolchain is available..."
pip install -U pip "setuptools<70.0.0" wheel
CONSTRAINTS_FILE=$(build_constraints_file)
cleanup() {
rm -f "${CONSTRAINTS_FILE}"
}
trap cleanup EXIT
# WebShop-specific system dependencies.
print_step "Installing WebShop system dependencies..."
sudo apt update
sudo apt install default-jdk -y
conda install -c conda-forge openjdk=21 maven -y
# WebShop-only Python extras. Avoid reinstalling the full base requirements
# because the B200 setup path intentionally manages those separately.
# Use constraints so pip cannot silently upgrade fragile core packages.
print_step "Installing WebShop Python dependencies..."
pip install -c "${CONSTRAINTS_FILE}" beautifulsoup4 cleantext flask html2text rank_bm25 pyserini thefuzz gdown spacy rich
# WebShop package and models.
print_step "Installing WebShop package..."
pip install -e external/webshop-minimal/ --no-dependencies
print_step "Downloading spaCy models..."
python -m spacy download en_core_web_sm
python -m spacy download en_core_web_lg
print_step "Downloading data..."
python scripts/download_data.py
# Optional: download full data set. Google Drive links are brittle and should
# not fail the whole setup if they are rate-limited or permissions change.
print_step "Downloading full data set (best effort)..."
conda install -c conda-forge gdown -y
FULL_DATA_DIR="external/webshop-minimal/webshop_minimal/data/full"
mkdir -p "${FULL_DATA_DIR}"
pushd "${FULL_DATA_DIR}" >/dev/null
if ! gdown https://drive.google.com/uc?id=1A2whVgOO0euk5O13n2iYDM0bQRkkRduB; then
echo "Warning: failed to download WebShop full dataset file 'items_shuffle'. Continuing without it."
fi
if ! gdown https://drive.google.com/uc?id=1s2j6NgHljiZzQNL3veZaAiyW_qDEgBNi; then
echo "Warning: failed to download WebShop full dataset file 'items_ins_v2'. Continuing without it."
fi
popd >/dev/null
echo -e "${GREEN}Installation completed successfully!${NC}"
echo "To activate the environment, run: conda activate ragen"
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