Greenplum Data Science Pack에 해당하는 Python 모듈을 수동으로 설치하는 방법입니다.
uname -a
Linux whpg-sm 5.14.0-611.45.1.el9_7.x86_64 #1 SMP PREEMPT_DYNAMIC Sat Mar 21 06:08:21 EDT 2026 x86_64 x86_64 x86_64 GNU/Linux
python --version
Python 3.11.13
tee -a requirements.txt <<EOF
# --- Deep Learning & Machine Learning ---
tensorflow
keras
torch
torchvision
mxnet
xgboost
catboost
lightgbm
pymc
Theano-PyMC
autograd
# --- Time Series & Forecasting ---
prophet
pmdarima
tslearn
gluonts
# --- Natural Language Processing (NLP) ---
spacy
nltk
gensim
transformers
sentence-transformers
InstructorEmbedding
beautifulsoup4
pdfminer.six
python-docx
xmltodict
# --- Explainable AI (XAI) & Advanced Stats ---
lime
shap
arviz
statsmodels
lifelines
formulaic
xarray
# --- Core Data Science Stack ---
numpy
scipy
pandas
scikit-learn
numba
numexpr
pyarrow
# --- Visualization & UI ---
matplotlib
graphviz
pyLDAvis
Pillow
# --- Database & Connectivity ---
psycopg2-binary
SQLAlchemy
mysqlclient
requests
google-auth-oauthlib
# --- Server & Utilities ---
CherryPy
Markdown
Jinja2
tqdm
joblib
EOF
tee -a requirements1.txt <<EOF
astor
cftime
convertdate
datasets
deprecat
dill
fastprogress
feedparser
filelock
hijri-converter
importlib-metadata
jaraco.classes
Keras-Preprocessing
korean-lunar-calendar
langcodes
netCDF4
orjson
pathy
Pattern
pdfminer.six
pymc3
PyMeeus
PyXB-X
rouge
rsa
sacrebleu
semver
sgmllib3k
scikit-learn
spectrum
tensorboard
tensorboard-data-server
tensorboard-plugin-wit
torch
Werkzeug
zipp
pymc3
EOF
sudo dnf install -y mariadb-connector-c-devel
pip install --upgrade pip setuptools wheel
pip install tensorflow keras torch torchvision mxnet
pip install -r requirements.txt
pip install -r requirements1.txt
mkdir whpg_python_pack
cd whpg_python_pack
cp ../requirements.txt .
cp ../requirements1.txt .
sudo dnf download -y mariadb-connector-c-devel
pip download -r requirements.txt
pip download -r requirements1.txt