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Available Python libraries

Each notebook runtime in ArcGIS Notebook Server packages a precise list of Python libraries, including a specific version of each. If you need a library that is not in either runtime by default, you can extend a notebook runtime to include it.

The Standard notebook runtime includes the following Python libraries:

_tflow_select, v. 2.1.0

absl-py, v. 0.6.1

affine, v. 2.2.1

alembic, v. 1.0.1

appdirs, v. 1.4.3

arcgis, v. 1.5.0

asn1crypto, v. 0.24.0

astor, v. 0.7.1

async_generator, v. 1.1

attrs, v. 18.2.0

automat, v. 0.7.0

backcall, v. 0.1.0

beautifulsoup4, v. 4.6.3

blas, v. 1.1

bleach, v. 3.0.2

blosc, v. 1.14.4

bokeh, v. 0.13.0

boto3, v. 1.9.21

botocore, v. 1.12.23

bzip2, v. 1.0.6

ca-certificates, v. 2019.1.23

cairo, v. 1.14.12

certifi, v. 2018.10.15

cffi, v. 1.11.5

chardet, v. 3.0.4

click, v. 7

click-plugins, v. 1.0.4

cligj, v. 0.5.0

cloudpickle, v. 0.5.6

colorlover, v. 0.2.1

conda, v. 4.5.11

conda-env, v. 2.6.0

configurable-http-proxy, v. 4.0.1

constantly, v. 15.1.0

cryptography, v. 2.3.1

cudatoolkit, v. 9.2

cudnn, v. 7.2.1

cufflinks-py, v. 0.13.0

cupti, v. 9.2.148

curl, v. 7.55.1

cycler, v. 0.10.0

cymem, v. 2.0.2

cython, v. 0.28.5

cytoolz, v. 0.9.0.1

dask, v. 0.19.4

dask-core, v. 0.19.4

dask-glm, v. 0.1.0

dask-ml, v. 0.10.0

dask-searchcv, v. 0.2.0

dataclasses, v. 0.6

dbus, v. 1.13.2

decorator, v. 4.3.0

dill, v. 0.2.8.2

distributed, v. 1.24.0

docutils, v. 0.14

entrypoints, v. 0.2.3

expat, v. 2.2.6

fastai, v. 1.0.11

fastcache, v. 1.0.2

fastprogress, v. 0.1.19

ffmpeg, v. 4.0.2

fiona, v. 1.7.12

fontconfig, v. 2.13.0

freetype, v. 2.9.1

freexl, v. 1.0.5

gast, v. 0.2.0

gdal, v. 2.2.2

geos, v. 3.6.2

gettext, v. 0.19.8.1

giflib, v. 5.1.4

glib, v. 2.56.2

gmp, v. 6.1.2

gmpy2, v. 2.0.8

gnutls, v. 3.5.19

graphite2, v. 1.3.12

grpcio, v. 1.12.1

gst-plugins-base, v. 1.14.0

gstreamer, v. 1.14.0

h5py, v. 2.7.1

harfbuzz, v. 1.8.8

hdf4, v. 4.2.13

hdf5, v. 1.10.2

heapdict, v. 1.0.0

holoviews, v. 1.10.7

html5lib, v. 1.0.1

hyperlink, v. 18.0.0

icu, v. 58.2

idna, v. 2.7

imageio, v. 2.4.1

incremental, v. 17.5.0

intel-openmp, v. 2019

ipykernel, v. 5.1.0

ipython, v. 7.1.1

ipython_genutils, v. 0.2.0

ipywidgets, v. 7.2.1

jasper, v. 1.900.1

jedi, v. 0.13.1

jeepney, v. 0.4

jinja2, v. 2.1

jmespath, v. 0.9.3

joblib, v. 0.12.5

jpeg, v. 9c

json-c, v. 0.13.1

jsonschema, v. 2.6.0

jupyter, v. 1.0.0

jupyter_client, v. 5.2.3

jupyter_console, v. 6.0.0

jupyter_core, v. 4.4.0

jupyter_kernel_gateway, v. 2.0.2

jupyterhub, v. 0.9.4

jupyterlab, v. 0.34.12

jupyterlab_launcher, v. 0.13.1

kealib, v. 1.4.7

keras, v. 2.2.4

keras-applications, v. 1.0.6

keras-base, v. 2.2.4

keras-preprocessing, v. 1.0.5

keyring, v. 13.2.1

kiwisolver, v. 1.0.1

krb5, v. 1.16.1

libboost, v. 1.67.0

libcurl, v. 7.61.1

libdap4, v. 3.19.1

libedit, v. 3.1.20170329

libffi, v. 3.2.1

libgcc, v. 7.2.0

libgcc-ng, v. 8.2.0

libgdal, v. 2.2.4

libgfortran, v. 3.0.0

libgfortran-ng, v. 7.3.0

libgpuarray, v. 0.7.6

libiconv, v. 1.15

libkml, v. 1.3.0

libnetcdf, v. 4.6.1

libopenblas, v. 0.3.3

libpng, v. 1.6.35

libpq, v. 10.5

libprotobuf, v. 3.6.0

libsodium, v. 1.0.16

libspatialite, v. 4.3.0a

libssh2, v. 1.8.0

libstdcxx-ng, v. 8.2.0

libtiff, v. 4.0.9

libtool, v. 2.4.6

libuuid, v. 1.0.3

libwebp, v. 0.5.2

libxcb, v. 1.13

libxml2, v. 2.9.8

libxslt, v. 1.1.32

llvmlite, v. 0.23.2

locket, v. 0.2.0

lxml, v. 4.2.3

lzo, v. 2.1

mako, v. 1.0.7

markdown, v. 3.0.1

markupsafe, v. 1

matplotlib, v. 2.2.2

mistune, v. 0.8.4

mkl, v. 2019

mkl-service, v. 1.1.2

mkl_fft, v. 1.0.1

mkl_random, v. 1.0.1

mpc, v. 1.0.3

mpfr, v. 3.1.5

mpmath, v. 1.0.0

msgpack-numpy, v. 0.4.3.2

msgpack-python, v. 0.5.6

multipledispatch, v. 0.6.0

munch, v. 2.3.2

murmurhash, v. 1.0.1

nbconvert, v. 5.3.1

nbformat, v. 4.4.0

ncurses, v. 6.1

nettle, v. 3.3

networkx, v. 2.2

ninja, v. 1.8.2

nodejs, v. 6.11.2

notebook, v. 5.7.0

numba, v. 0.38.1

numexpr, v. 2.6.8

numpy, v. 1.15.2

numpy-base, v. 1.15.3

olefile, v. 0.46

openblas, v. 0.2.20

opencv, v. 3.4.3

openh264, v. 1.8.0

openjpeg, v. 2.3.0

openssl, v. 1.0.2p

packaging, v. 18

pamela, v. 0.3.0

pandas, v. 0.23.4

pandoc, v. 2.2.3.2

pandocfilters, v. 1.4.2

pango, v. 1.40.14

param, v. 1.8.1

parso, v. 0.3.1

partd, v. 0.3.9

patsy, v. 0.5.1

pcre, v. 8.42

pexpect, v. 4.6.0

pickleshare, v. 0.7.5

pillow, v. 5.2.0

pip, v. 10.0.1

pixman, v. 0.34.0

plac, v. 0.9.6

plotly, v. 3.2.1

poppler, v. 0.65.0

poppler-data, v. 0.4.9

preshed, v. 2.0.1

proj4, v. 5.0.1

prometheus_client, v. 0.4.2

prompt_toolkit, v. 2.0.7

protobuf, v. 3.6.0

psutil, v. 5.0

ptyprocess, v. 0.6.0

pyasn1, v. 0.4.4

pyasn1-modules, v. 0.2.2

pycosat, v. 0.6.3

pycparser, v. 2.19

pycurl, v. 7.43.0.2

pygments, v. 2.2.0

pygpu, v. 0.7.6

pyhamcrest, v. 1.9.0

pymc3, v. 3.5

pyopenssl, v. 18.0.0

pyparsing, v. 2.2.2

pyqt, v. 5.6.0

pyshp, v. 1.2.12

pysocks, v. 1.6.8

pytables, v. 3.4.4

python, v. 3.6.6

python-dateutil, v. 2.7.3

python-editor, v. 1.0.3

python-oauth2, v. 1.1.0

pytorch, v. 0.4.1

pytz, v. 2018.5

pyviz_comms, v. 0.6.0

pywavelets, v. 1.0.1

pyyaml, v. 3.13

pyzmq, v. 17.1.2

qt, v. 5.6.3

qtconsole, v. 4.4.2

rasterio, v. 0.36.0

rasterstats, v. 0.13.0

readline, v. 7

regex, v. 2018.08.29

requests, v. 2.19.1

retrying, v. 1.3.3

rise, v. 5.4.1

ruamel_yaml, v. 0.15.46

s3transfer, v. 0.1.13

scikit-image, v. 0.14.0

scikit-learn, v. 0.19.2

scipy, v. 1.1.0

seaborn, v. 0.9.0

secretstorage, v. 3.1.0

send2trash, v. 1.5.0

service_identity, v. 17.0.0

setuptools, v. 40.4.3

shapely, v. 1.6.4

simplegeneric, v. 0.8.1

simplejson, v. 3.16.0

sip, v. 4.19.12

six, v. 1.11.0

snappy, v. 1.1.7

snuggs, v. 1.4.2

sortedcontainers, v. 2.0.5

spacy, v. 2.0.16

spectral, v. 0.19

sqlalchemy, v. 1.2.12

sqlite, v. 3.25.2

statsmodels, v. 0.9.0

sympy, v. 1.1.1

tblib, v. 1.3.2

tensorboard, v. 1.11.0

tensorflow, v. 1.11.0

tensorflow-base, v. 1.11.0

tensorflow-gpu, v. 1.11.0

termcolor, v. 1.1.0

terminado, v. 0.8.1

testpath, v. 0.4.2

theano, v. 1.0.3

thinc, v. 6.12.0

tini, v. 0.18.0

tk, v. 8.6.8

toolz, v. 0.9.0

tornado, v. 5.1.1

tqdm, v. 4.26.0

traitlets, v. 4.3.2

twisted, v. 18.9.0

typing, v. 3.6.4

ujson, v. 1.35

urllib3, v. 1.23

vincent, v. 0.4.4

wcwidth, v. 0.1.7

webencodings, v. 0.5.1

werkzeug, v. 0.14.1

wheel, v. 0.32.2

widgetsnbextension, v. 3.3.1

wrapt, v. 1.10.11

x264, v. 1!152.20180717

xerces-c, v. 3.2.2

xlrd, v. 1.1.0

xorg-kbproto, v. 1.0.7

xorg-libice, v. 1.0.9

xorg-libsm, v. 1.2.2

xorg-libx11, v. 1.6.6

xorg-libxext, v. 1.3.3

xorg-libxpm, v. 3.5.12

xorg-libxrender, v. 0.9.10

xorg-libxt, v. 1.1.5

xorg-renderproto, v. 0.11.1

xorg-xextproto, v. 7.3.0

xorg-xproto, v. 7.0.31

xz, v. 5.2.4

yaml, v. 0.1.7

zeromq, v. 4.2.5

zict, v. 0.1.3

zlib, v. 1.2.11

zope, v. 1

zope.interface, v. 4.5.0

Additional libraries for Advanced runtime

The Advanced runtime includes all of the Python libraries from the Standard image, as well as the following 11 libraries to make ArcPy available in your notebooks:

arcgis-server-py3, v. 10.7.0

cftime, v. 1.0.3.4

et_xmlfile, v. 1.0.1

future, v. 0.17.1

jdcal, v. 1.4

netcdf4, v. 1.4.2

nose, v. 1.3.7

openpyxl, v. 2.5.14

py, v. 1.7.0

pypdf2, v. 1.26.0

xlwt, v. 1.3.0