Software used by AVL#

Software used in thematic processing subsystem#

Name Version Purpose License URL
apache commons various Components of Apache Commons collection Apache 2.0 https://commons.apache.org
docker 20.10.7 Software container packaging, management, and deployment Apache 2.0 https://www.docker.com
gdal 3.7.2 Geospatial data format conversion MIT https://gdal.org
geotools 29.1 Java geospatial library LGPL https://geotools.org
hibernate 5.6.15 Java ORM library LGPL v2.1 https://hibernate.org
jackson 2.17.1 JSON/XML serialization and deserialization Apache 2.0 https://github.com/FasterXML/jackson
jna 5.14.0 Java to native libraries bridge Apache 2.0 https://github.com/java-native-access/jna
jquery 3.2.1 General purpose javascript library MIT https://jquery.com
jsch 0.2.17 Java SSH client BSD http://www.jcraft.com/jsch
jsplumb 2.4.2 Javascript library for graph building (community edition) jsPlumb https://jsplumbtoolkit.com/
jts 1.19 Java topology suite library for geometries EPL 2.0 http://locationtech.github.io/jts
openjdk 21.0.2+ Java runtime and development libraries GPL v2+cpath http://openjdk.java.net
orfeo toolbox 7.3.0 Geospatial image processing toolbox Apache 2.0 https://www.orfeo-toolbox.org
postgresql 13.0 Database server Postgres/MIT https://www.postgresql.org
postgis 3.1.2 PostgreSQL geospatial extensions Postgres/MIT https://postgis.net
reactor 2.0.8 Non-blocking messaging bus abstraction library Apache 2.0 https://projectreactor.io/
snap 8.0.5 Sentinels Application Platform GPL v3 http://step.esa.int/main/download/snap-download
spring 5.3.32 Java framework for microservices Apache 2.0 https://spring.io
spring boot 2.7.18 Java framework for stand-alone Spring-based applications Apache 2.0 https://spring.io/spring-boot
velocity 2.3 Script engine Apache 2.0 https://velocity.apache.org

Software used in exploitation subsystem#

Name Version Purpose License URL
aenum 3.1.15 Advanced Enumerations (compatible with Python's stdlib Enum), NamedTuples, and NamedConstants BSD License https://github.com/ethanfurman/aenum
affine 2.4.0 Matrices describing affine transformation of the plane BSD License https://github.com/rasterio/affine
aiobotocore 2.13.0 Async client for aws services using botocore and aiohttp Apache Software License https://github.com/aio-libs/aiobotocore
aiohttp 3.9.5 Async http client/server framework (asyncio) Apache Software License https://github.com/aio-libs/aiohttp
aioitertools 0.11.0 itertools and builtins for AsyncIO and mixed iterables MIT License https://aioitertools.omnilib.dev
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks Apache Software License https://github.com/aio-libs/aiosignal
alembic 1.13.1 A database migration tool for SQLAlchemy. MIT License https://alembic.sqlalchemy.org
altair 5.3.0 Vega-Altair: A declarative statistical visualization library for Python. BSD License https://altair-viz.github.io
anyio 4.4.0 High level compatibility layer for multiple asynchronous event loop implementations MIT License https://anyio.readthedocs.io/en/latest/
archspec 0.2.3 A library to query system architecture Other/Proprietary License https://github.com/archspec/archspec
argon2-cffi 23.1.0 Argon2 for Python MIT License https://argon2-cffi.readthedocs.io/
argon2-cffi-bindings 21.2.0 Low-level CFFI bindings for Argon2 MIT License https://github.com/hynek/argon2-cffi-bindings
arrow 1.3.0 Better dates & times for Python Apache Software License https://arrow.readthedocs.io
asciitree 0.3.3 Draws ASCII trees. MIT License http://github.com/mbr/asciitree
asttokens 2.4.1 Annotate AST trees with source code positions Apache Software License https://github.com/gristlabs/asttokens
async-generator 1.10 Async generators and context managers for Python 3.5+ MIT License https://github.com/python-trio/async_generator
async-lru 2.0.4 Simple LRU cache for asyncio MIT License https://github.com/aio-libs/async-lru
async-timeout 4.0.2 Timeout context manager for asyncio programs Apache Software License https://github.com/aio-libs/async-timeout
attrs 23.2.0 Classes Without Boilerplate MIT License https://www.attrs.org/
avl 0.3.0 AVL Data Exploitation Tools MIT License https://github.com/agriculture-vlab/
Babel 2.14.0 Internationalization utilities BSD License https://babel.pocoo.org/
backoff 2.2.1 Function decoration for backoff and retry MIT License https://github.com/litl/backoff
bcrypt 4.1.3 Modern password hashing for your software and your servers Apache Software License https://github.com/pyca/bcrypt/
beautifulsoup4 4.12.3 Screen-scraping library MIT License https://www.crummy.com/software/BeautifulSoup/bs4/
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool. Apache Software License https://github.com/mozilla/bleach
blinker 1.8.2 Fast, simple object-to-object and broadcast signaling MIT License https://blinker.readthedocs.io
bokeh 3.4.1 Interactive plots and applications in the browser from Python BSD License https://bokeh.org
boltons 24.0.0 When they're not builtins, they're boltons. BSD License https://github.com/mahmoud/boltons
boto3 1.34.106 The AWS SDK for Python Apache Software License https://github.com/boto/boto3
botocore 1.34.106 Low-level, data-driven core of boto 3. Apache Software License https://github.com/boto/botocore
Bottleneck 1.3.8 Fast NumPy array functions written in C BSD License https://github.com/pydata/bottleneck
branca 0.7.2 Generate complex HTML+JS pages with Python MIT License https://github.com/python-visualization/branca
Brotli 1.1.0 Python bindings for the Brotli compression library MIT License https://github.com/google/brotli
cached-property 1.5.2 A decorator for caching properties in classes. BSD License https://github.com/pydanny/cached-property
cachetools 5.3.3 Extensible memoizing collections and decorators MIT License https://github.com/tkem/cachetools/
cachier 3.0.0.dev0+79944f2 Persistent, stale-free, local and cross-machine caching for Python functions. MIT License https://github.com/python-cachier/cachier
cads-api-client 1.0.3 CADS API Python client Apache Software License https://github.com/ecmwf-projects/cads-api-client
Cartopy 0.23.0 A Python library for cartographic visualizations with Matplotlib BSD License https://scitools.org.uk/cartopy/docs/latest/
cdsapi 0.7.0 Climate Data Store API Apache Software License https://github.com/ecmwf/cdsapi
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle. Mozilla Public License 2.0 (MPL 2.0) https://github.com/certifi/python-certifi
certipy 0.1.3 Utility to create and sign CAs and certificates BSD License https://github.com/LLNL/certipy
cffi 1.16.0 Foreign Function Interface for Python calling C code. MIT License http://cffi.readthedocs.org
cftime 1.6.4 Time-handling functionality from netcdf4-python MIT License https://unidata.github.io/cftime/
charset-normalizer 3.3.2 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. MIT License https://github.com/Ousret/charset_normalizer
click 8.1.7 Composable command line interface toolkit BSD License https://palletsprojects.com/p/click/
click-plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points. BSD License https://github.com/click-contrib/click-plugins
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON BSD License https://github.com/mapbox/cligj
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality BSD License https://github.com/cloudpipe/cloudpickle
cmocean 4.0.3 Colormaps for Oceanography MIT License https://github.com/matplotlib/cmocean
coiled 1.28.0 Python client for coiled.io dask clusters MIT License https://coiled.io
colorama 0.4.6 Cross-platform colored terminal text. BSD License https://github.com/tartley/colorama
colorspacious 1.1.2 A powerful, accurate, and easy-to-use Python library for doing colorspace conversions MIT License https://github.com/njsmith/colorspacious
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc. BSD License https://github.com/ipython/comm
conda 24.5.0 OS-agnostic, system-level binary package manager. BSD License https://docs.conda.io/projects/conda/en/stable/
conda-libmamba-solver 24.1.0 The fast mamba solver, now in conda BSD License https://github.com/conda/conda-libmamba-solver
conda-package-handling 2.3.0 Create and extract conda packages of various formats. BSD License https://github.com/conda/conda-package-handling
conda_package_streaming 0.10.0 An efficient library to read from new and old format .conda and .tar.bz2 conda packages. BSD License https://conda.github.io/conda-package-streaming/
contextily 1.6.0 Context geo-tiles in Python BSD License https://github.com/geopandas/contextily
contourpy 1.2.1 Python library for calculating contours of 2D quadrilateral grids BSD License https://github.com/contourpy/contourpy
copernicusmarine 1.2.4 Copernicus Marine European Union Public Licence 1.2 (EUPL 1.2) https://pypi.org/project/copernicusmarine/
cramjam 2.8.3 Thin Python bindings to de/compression algorithms in Rust MIT License https://github.com/milesgranger/pyrus-cramjam
cryptography 42.0.8 cryptography is a package which provides cryptographic recipes and primitives to Python developers. Apache Software License https://github.com/pyca/cryptography
cycler 0.12.1 Composable style cycles BSD License https://matplotlib.org/cycler/
Cython 3.0.10 The Cython compiler for writing C extensions in the Python language. Apache Software License https://cython.org/
cytoolz 0.12.3 Cython implementation of Toolz: High performance functional utilities BSD License https://github.com/pytoolz/cytoolz
dask 2024.5.2 Parallel PyData with Task Scheduling BSD License https://github.com/dask/dask/
dask-expr 1.1.2 High Level Expressions for Dask BSD License https://github.com/dask-contrib/dask-expr/
dask-glm 0.3.2 Generalized Linear Models with Dask BSD License http://github.com/dask/dask-glm/
dask-image 2024.5.3 Distributed image processing BSD License https://image.dask.org
dask-ml 2024.3.20 A library for distributed and parallel machine learning BSD License https://github.com/dask/dask-ml
dask_labextension 7.0.0 A JupyterLab extension for Dask. BSD License https://github.com/dask/dask-labextension
dataclasses-json 0.6.7 Easily serialize dataclasses to and from JSON. MIT License https://github.com/lidatong/dataclasses-json
debugpy 1.8.1 An implementation of the Debug Adapter Protocol for Python MIT License https://aka.ms/debugpy
decorator 5.1.1 Decorators for Humans BSD License https://github.com/micheles/decorator
defusedxml 0.7.1 XML bomb protection for Python stdlib modules Python Software Foundation License https://github.com/tiran/defusedxml
Deprecated 1.2.14 Python @deprecated decorator to deprecate old python classes, functions or methods. MIT License https://github.com/tantale/deprecated
dill 0.3.8 serialize all of Python BSD License https://github.com/uqfoundation/dill
distributed 2024.5.2 Distributed scheduler for Dask BSD License https://distributed.dask.org
distro 1.9.0 Distro - an OS platform information API Apache Software License https://github.com/python-distro/distro
dnspython 2.6.1 DNS toolkit ISC License (ISCL) https://www.dnspython.org
docopt 0.6.2 Pythonic argument parser, that will make you smile MIT License http://docopt.org
earthpy 0.9.4 A set of helper functions to make working with spatial data in open source tools easier. BSD License https://github.com/earthlab/earthpy
editables 0.5 Editable installations MIT License https://editables.readthedocs.io
entrypoints 0.4 Discover and load entry points from installed packages. MIT License https://github.com/takluyver/entrypoints
escapism 1.0.1 Simple, generic API for escaping strings. MIT License https://github.com/minrk/escapism
et-xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library MIT License https://foss.heptapod.net/openpyxl/et_xmlfile
exceptiongroup 1.2.0 Backport of PEP 654 (exception groups) MIT License https://github.com/agronholm/exceptiongroup/blob/main/CHANGES.rst
executing 2.0.1 Get the currently executing AST node of a frame, and other information MIT License https://github.com/alexmojaki/executing
fabric 3.2.2 High level SSH command execution BSD License https://fabfile.org
fasteners 0.17.3 A python package that provides useful locks Apache Software License https://github.com/harlowja/fasteners
fastjsonschema 2.19.1 Fastest Python implementation of JSON schema BSD License https://github.com/horejsek/python-fastjsonschema
filelock 3.15.1 A platform independent file lock. The Unlicense (Unlicense) https://py-filelock.readthedocs.io
fiona 1.9.6 Fiona reads and writes spatial data files BSD License https://fiona.readthedocs.io/
flox 0.9.8 GroupBy operations for dask.array Apache Software License https://flox.readthedocs.io
folium 0.16.0 Make beautiful maps with Leaflet.js & Python MIT License https://github.com/python-visualization/folium
fonttools 4.53.0 Tools to manipulate font files MIT License http://github.com/fonttools/fonttools
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers Mozilla Public License 2.0 (MPL 2.0) https://github.com/ypcrts/fqdn
frozendict 2.4.4 A simple immutable dictionary GNU Lesser General Public License v3 (LGPLv3) https://github.com/Marco-Sulla/python-frozendict
frozenlist 1.4.1 A list-like structure which implements collections.abc.MutableSequence Apache Software License https://github.com/aio-libs/frozenlist
fsspec 2024.6.0 File-system specification BSD License https://filesystem-spec.readthedocs.io/en/latest/changelog.html
gcsfs 2024.6.0 Convenient Filesystem interface over GCS BSD License https://github.com/fsspec/gcsfs
GDAL 3.9.0 GDAL: Geospatial Data Abstraction Library MIT License http://www.gdal.org
geographiclib 2.0 The geodesic routines from GeographicLib MIT License https://geographiclib.sourceforge.io/Python/2.0
geopandas 0.14.4 Geographic pandas extensions BSD License https://geopandas.org
geopy 2.4.1 Python Geocoding Toolbox MIT License https://github.com/geopy/geopy
ghp-import 2.1.0 Copy your docs directly to the gh-pages branch. Apache Software License https://github.com/c-w/ghp-import
gilknocker 0.4.1 Knock on the Python GIL, determine how busy it is. MIT License https://github.com/milesgranger/gilknocker
gitdb 4.0.11 Git Object Database BSD License https://github.com/gitpython-developers/gitdb
GitPython 3.1.43 GitPython is a Python library used to interact with Git repositories BSD License https://github.com/gitpython-developers/GitPython
gmpy2 2.1.5 gmpy2 interface to GMP/MPIR, MPFR, and MPC for Python 2.7 and 3.5+ GNU Lesser General Public License v3 or later (LGPLv3+) https://github.com/aleaxit/gmpy
google-api-core 2.19.0 Google API client core library Apache Software License https://github.com/googleapis/python-api-core
google-auth 2.30.0 Google Authentication Library Apache Software License https://github.com/googleapis/google-auth-library-python
google-auth-oauthlib 1.2.0 Google Authentication Library Apache Software License https://github.com/GoogleCloudPlatform/google-auth-library-python-oauthlib
google-cloud-core 2.4.1 Google Cloud API client core library Apache Software License https://github.com/googleapis/python-cloud-core
google-cloud-storage 2.17.0 Google Cloud Storage API client library Apache Software License https://github.com/googleapis/python-storage
google-crc32c 1.1.2 A python wrapper of the C library 'Google CRC32C' Apache Software License https://github.com/googleapis/python-crc32c
google-resumable-media 2.7.0 Utilities for Google Media Downloads and Resumable Uploads Apache Software License https://github.com/googleapis/google-resumable-media-python
googleapis-common-protos 1.63.1 Common protobufs used in Google APIs Apache Software License https://github.com/googleapis/python-api-common-protos
graphviz 0.20.3 Simple Python interface for Graphviz MIT License https://github.com/xflr6/graphviz
greenlet 3.0.3 Lightweight in-process concurrent programming MIT License https://greenlet.readthedocs.io/
grpcio 1.62.2 HTTP/2-based RPC framework Apache Software License https://grpc.io
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1 MIT License https://github.com/python-hyper/h11
h2 4.1.0 HTTP/2 State-Machine based protocol implementation MIT License https://github.com/python-hyper/h2
h5py 3.11.0 Read and write HDF5 files from Python BSD License https://www.h5py.org/
hatchling 1.24.2 Modern, extensible Python build backend MIT License https://hatch.pypa.io/latest/
hpack 4.0.0 Pure-Python HPACK header compression MIT License https://github.com/python-hyper/hpack
httpcore 1.0.5 A minimal low-level HTTP client. BSD License https://www.encode.io/httpcore
httpx 0.27.0 The next generation HTTP client. BSD License https://www.python-httpx.org
hyperframe 6.0.1 HTTP/2 framing layer for Python MIT License https://github.com/python-hyper/hyperframe/
idna 3.7 Internationalized Domain Names in Applications (IDNA) BSD License https://github.com/kjd/idna/blob/master/HISTORY.rst
imagecodecs 2024.6.1 Image transformation, compression, and decompression codecs BSD License https://www.cgohlke.com
imageio 2.34.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. BSD License https://github.com/imageio/imageio
importlib-metadata 4.12.0 Read metadata from Python packages Apache Software License https://github.com/python/importlib_metadata
importlib_metadata 7.1.0 Read metadata from Python packages Apache Software License https://github.com/python/importlib_metadata
importlib_resources 6.4.0 Read resources from Python packages Apache Software License https://github.com/python/importlib_resources
invoke 2.2.0 Pythonic task execution BSD License https://pyinvoke.org
ipykernel 6.29.4 IPython Kernel for Jupyter BSD License https://ipython.org
ipyleaflet 0.19.1 A Jupyter widget for dynamic Leaflet maps MIT License https://github.com/jupyter-widgets/ipyleaflet
ipympl 0.9.4 Matplotlib Jupyter Extension BSD License http://matplotlib.org/ipympl
ipython 8.25.0 IPython: Productive Interactive Computing BSD License https://ipython.org
ipython_genutils 0.2.0 Vestigial utilities from IPython BSD License http://ipython.org
ipywidgets 8.1.3 Jupyter interactive widgets BSD License http://jupyter.org
isoduration 20.11.0 Operations with ISO 8601 durations ISC License (ISCL) https://github.com/bolsote/isoduration
jdcal 1.4.1 Julian dates from proleptic Gregorian and Julian calendars. BSD License https://github.com/phn/jdcal
jedi 0.19.1 An autocompletion tool for Python that can be used for text editors. MIT License https://github.com/davidhalter/jedi
Jinja2 3.1.4 A very fast and expressive template engine. BSD License https://jinja.palletsprojects.com/
jmespath 1.0.1 JSON Matching Expressions MIT License https://github.com/jmespath/jmespath.py
joblib 1.4.2 Lightweight pipelining with Python functions BSD License https://joblib.readthedocs.io
json5 0.9.25 A Python implementation of the JSON5 data format. Apache Software License https://github.com/dpranke/pyjson5
jsondiff 2.0.0 Diff JSON and JSON-like structures in Python MIT License https://github.com/ZoomerAnalytics/jsondiff
jsonpatch 1.33 Apply JSON-Patches (RFC 6902) BSD License https://github.com/stefankoegl/python-json-patch
jsonpointer 3.0.0 Identify specific nodes in a JSON document (RFC 6901) BSD License https://github.com/stefankoegl/python-json-pointer
jsonschema 4.22.0 An implementation of JSON Schema validation for Python MIT License https://github.com/python-jsonschema/jsonschema
jsonschema-specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry MIT License https://jsonschema-specifications.readthedocs.io/
jupyter-events 0.10.0 Jupyter Event System library BSD License http://jupyter.org
jupyter-leaflet 0.19.1 ipyleaflet extensions for JupyterLab and Jupyter Notebook MIT License https://github.com/jupyter-widgets/ipyleaflet
jupyter-lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server BSD License https://jupyterlab-lsp.readthedocs.io/
jupyter-server-mathjax 0.2.6 MathJax resources as a Jupyter Server Extension. BSD License http://jupyter.org
jupyter-telemetry 0.1.0 Jupyter telemetry library BSD License http://jupyter.org
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries BSD License https://jupyter.org
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely. BSD License https://jupyter.org
jupyter_server 2.14.1 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications. BSD License https://jupyter-server.readthedocs.io
jupyter_server_proxy 4.2.0 A Jupyter server extension to run additional processes and proxy to them BSD License https://jupyter-server-proxy.readthedocs.io
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals. BSD License https://jupyter.org
jupyterhub 4.1.5 JupyterHub: A multi-user server for Jupyter notebooks BSD License https://jupyter.org
jupyterhub-firstuseauthenticator 1.0.0 JupyterHub Authenticator that lets users set passwords on first use BSD License https://github.com/jupyterhub/firstuseauthenticator
jupyterhub-hmacauthenticator 1.0 Dummy Authenticator for JupyterHub BSD License https://github.com/yuvipanda/jupyterhub-hmacauthenticator
jupyterhub-idle-culler 1.2.1 An idle culler for JupyterHub MIT License https://jupyter.org
jupyterhub-kubespawner 4.2.0 JupyterHub Spawner for Kubernetes BSD License http://github.com/jupyterhub/kubespawner
jupyterhub-ldapauthenticator 1.3.2 LDAP Authenticator for JupyterHub MIT License https://github.com/jupyterhub/ldapauthenticator
jupyterhub-ltiauthenticator 1.2.0 JupyterHub authenticator implementing LTI v1 MIT License https://github.com/jupyterhub/ltiauthenticator
jupyterhub-nativeauthenticator 1.1.0 JupyterHub Native Authenticator MIT License https://github.com/jupyterhub/nativeauthenticator
jupyterhub-tmpauthenticator 0.6 JupyterHub authenticator that hands out temporary accounts for everyone MIT License https://github.com/jupyterhub/tmpauthenticator
jupyterlab 4.2.2 JupyterLab computational environment BSD License https://jupyter.org
jupyterlab_geojson 3.4.0 GeoJSON renderer for JupyterLab BSD License https://github.com/jupyterlab/jupyter-renderers
jupyterlab_git 0.50.0 A JupyterLab extension for version control using git BSD License https://github.com/jupyterlab/jupyterlab-git
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables BSD License https://github.com/jupyterlab/jupyterlab_pygments
jupyterlab_server 2.27.2 A set of server components for JupyterLab and JupyterLab like applications. BSD License https://jupyterlab-server.readthedocs.io
jupyterlab_widgets 3.0.11 Jupyter interactive widgets for JupyterLab BSD License https://github.com/jupyter-widgets/ipywidgets
kiwisolver 1.4.5 A fast implementation of the Cassowary constraint solver BSD License https://github.com/nucleic/kiwi
kubernetes-asyncio 24.2.2 Kubernetes asynchronous python client Apache Software License https://github.com/tomplus/kubernetes_asyncio
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand. BSD License https://scientific-python.org/specs/spec-0001/
ldap3 2.9.1 A strictly RFC 4510 conforming LDAP V3 pure Python client library GNU Lesser General Public License v3 (LGPLv3) https://github.com/cannatag/ldap3
libmambapy 1.5.8 Python bindings of libmamba MIT License https://github.com/mamba-org/mamba
llvmlite 0.42.0 lightweight wrapper around basic LLVM functionality MIT License http://llvmlite.readthedocs.io
locket 1.0.0 File-based locks for Python on Linux and Windows BSD License http://github.com/mwilliamson/locket.py
lxml 5.2.2 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. BSD License https://lxml.de/
lz4 4.3.3 LZ4 Bindings for Python BSD License https://github.com/python-lz4/python-lz4
Mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages. MIT License https://www.makotemplates.org/
mamba 1.5.8 A fast, libsolv based solver and installer for conda packages. BSD License https://github.com/mamba-org/mamba
mapclassify 2.6.1 Classification Schemes for Choropleth Maps. BSD License https://pysal.org/mapclassify/
Markdown 3.6 Python implementation of John Gruber's Markdown. BSD License https://Python-Markdown.github.io/
markdown-it-py 3.0.0 Python port of markdown-it. Markdown parsing, done right! MIT License https://markdown-it-py.readthedocs.io
MarkupSafe 2.1.5 Safely add untrusted strings to HTML/XML markup. BSD License https://palletsprojects.com/p/markupsafe/
marshmallow 3.21.3 A lightweight library for converting complex datatypes to and from native Python datatypes. MIT License https://marshmallow.readthedocs.io/en/latest/changelog.html
mashumaro 3.13 Fast and well tested serialization library Apache Software License https://github.com/Fatal1ty/mashumaro
matplotlib 3.8.4 Python plotting package Python Software Foundation License https://matplotlib.org
matplotlib-inline 0.1.7 Inline Matplotlib backend for Jupyter BSD License https://github.com/ipython/matplotlib-inline
mdurl 0.1.2 Markdown URL utilities MIT License https://github.com/executablebooks/mdurl
menuinst 2.1.1 cross platform install of menu items MIT License https://github.com/conda/menuinst
mercantile 1.2.1 Web mercator XYZ tile utilities BSD License https://github.com/mapbox/mercantile
mergedeep 1.3.4 A deep merge function for 🐍. MIT License https://github.com/clarketm/mergedeep
mistune 3.0.2 A sane and fast Markdown parser with useful plugins and renderers BSD License https://mistune.lepture.com/
mkdocs 1.6.0 Project documentation with Markdown. BSD License https://www.mkdocs.org/
mkdocs-get-deps 0.2.0 MkDocs extension that lists all dependencies according to a mkdocs.yml file MIT License https://github.com/mkdocs/get-deps
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic BSD License http://mpmath.org/
msgpack 1.0.8 MessagePack serializer Apache Software License https://msgpack.org/
multidict 6.0.5 multidict implementation Apache Software License https://github.com/aio-libs/multidict
multipledispatch 0.6.0 Multiple dispatch BSD License http://github.com/mrocklin/multipledispatch/
multiurl 0.3.1 A package to download several URL as one, as well as supporting multi-part URLs Apache Software License https://github.com/ecmwf/multiurl
munkres 1.1.4 Munkres (Hungarian) algorithm for the Assignment Problem Apache Software License https://software.clapper.org/munkres/
mwoauth 0.3.8 A generic MediaWiki OAuth handshake helper. MIT License https://github.com/mediawiki-utilities/python-mwoauth
mypy-extensions 1.0.0 Type system extensions for programs checked with the mypy type checker. MIT License https://github.com/python/mypy_extensions
nb_conda_kernels 2.5.1 Launch Jupyter kernels for any installed conda environment MIT License https://github.com/Anaconda-Platform/nb_conda_kernels
nbclassic 1.1.0 Jupyter Notebook as a Jupyter Server extension. BSD License https://github.com/jupyter/nbclassic
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor. BSD License https://nbclient.readthedocs.io
nbconvert 7.16.4 Converting Jupyter Notebooks (.ipynb files) to other formats. BSD License https://jupyter.org
nbdime 4.0.1 Diff and merge of Jupyter Notebooks BSD License https://nbdime.readthedocs.io
nbformat 5.10.4 The Jupyter Notebook format BSD License https://jupyter.org
nbgitpuller 1.2.1 Jupyter Extension to do one-way synchronization of git repositories BSD License https://github.com/jupyterhub/nbgitpuller
nc-time-axis 1.4.1 Provides support for a cftime axis in matplotlib BSD License https://github.com/SciTools/nc-time-axis
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops BSD License https://github.com/erdewit/nest_asyncio
netCDF4 1.6.5 Provides an object-oriented python interface to the netCDF version 4 library MIT License https://unidata.github.io/netcdf4-python/
networkx 3.3 Python package for creating and manipulating graphs and networks BSD License https://networkx.org/
notebook 7.2.1 Jupyter Notebook - A web-based notebook environment for interactive computing BSD License https://jupyter-notebook.readthedocs.io/
notebook_shim 0.2.4 A shim layer for notebook traits and config BSD License https://github.com/jupyter/notebook_shim
nullauthenticator 1.0.0 JupyterHub: A multi-user server for Jupyter notebooks BSD License https://github.com/jupyterhub/nullauthenticator
numba 0.59.1 compiling Python code using LLVM BSD License https://numba.pydata.org
numcodecs 0.12.1 A Python package providing buffer compression and transformation codecs. MIT License https://numcodecs.readthedocs.io/en/stable/release.html
numexpr 2.10.0 Fast numerical expression evaluator for NumPy MIT License https://github.com/pydata/numexpr
numpy 1.26.4 Fundamental package for array computing in Python BSD License https://numpy.org
numpy-groupies 0.11.1 Optimised tools for group-indexing operations: aggregated sum and more. BSD License https://github.com/ml31415/numpy-groupies
oauthenticator 15.1.0 OAuthenticator: Authenticate JupyterHub users with common OAuth providers BSD License https://jupyter.org
oauthlib 3.2.2 A generic, spec-compliant, thorough implementation of the OAuth request-signing logic OSI Approved https://github.com/oauthlib/oauthlib
onetimepass 1.0.1 Module for generating and validating HOTP and TOTP tokens MIT License https://github.com/tadeck/onetimepass/
openpyxl 3.1.4 A Python library to read/write Excel 2010 xlsx/xlsm files MIT License https://openpyxl.readthedocs.io
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method. MIT License https://github.com/mkorpela/overrides
packaging 24.1 Core utilities for Python packages Apache Software License https://packaging.pypa.io/
pamela 1.1.0 PAM interface using ctypes MIT License https://github.com/minrk/pamela
pandas 2.2.2 Powerful data structures for data analysis, time series, and statistics BSD License https://pandas.pydata.org
pandocfilters 1.5.0 Utilities for writing pandoc filters in python BSD License http://github.com/jgm/pandocfilters
paramiko 3.4.0 SSH2 protocol library GNU Library or Lesser General Public License (LGPL) https://paramiko.org
parso 0.8.4 A Python Parser MIT License https://github.com/davidhalter/parso
partd 1.4.2 Appendable key-value storage MIT License http://github.com/dask/partd/
pathspec 0.12.1 Utility library for gitignore style pattern matching of file paths. Mozilla Public License 2.0 (MPL 2.0) https://python-path-specification.readthedocs.io/en/latest/index.html
patsy 0.5.6 A Python package for describing statistical models and for building design matrices. BSD License https://github.com/pydata/patsy
pexpect 4.9.0 Pexpect allows easy control of interactive console applications. ISC License (ISCL) https://pexpect.readthedocs.io/
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support MIT License https://github.com/pickleshare/pickleshare
pillow 10.3.0 Python Imaging Library (Fork) Historical Permission Notice and Disclaimer (HPND) https://pillow.readthedocs.io
PIMS 0.6.1 Python Image Sequence MIT License https://github.com/soft-matter/pims
pip 24.3.1 The PyPA recommended tool for installing Python packages. MIT License https://pip.pypa.io/
pip-requirements-parser 32.0.1 pip requirements parser - a mostly correct pip requirements parsing library because it uses pip's own code. MIT License https://github.com/nexB/pip-requirements-parser
pkgutil_resolve_name 1.3.10 Resolve a name to an object. MIT License https://github.com/graingert/pkgutil-resolve-name
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir. MIT License https://platformdirs.readthedocs.io
plotly 5.22.0 An open-source, interactive data visualization library for Python MIT License https://plotly.com/python/
pluggy 1.5.0 plugin and hook calling mechanisms for python MIT License https://github.com/pytest-dev/pluggy
portalocker 2.8.2 Wraps the portalocker recipe for easy usage BSD License https://portalocker.readthedocs.io/en/latest/
prometheus-client 0.14.1 Python client for the Prometheus monitoring system. Apache Software License https://github.com/prometheus/client_python
prometheus_client 0.20.0 Python client for the Prometheus monitoring system. Apache Software License https://github.com/prometheus/client_python
prompt_toolkit 3.0.47 Library for building powerful interactive command lines in Python BSD License https://github.com/prompt-toolkit/python-prompt-toolkit
proto-plus 1.23.0 Beautiful, Pythonic protocol buffers. Apache Software License https://github.com/googleapis/proto-plus-python.git
protobuf 4.25.3 Protocol Buffers MIT License https://developers.google.com/protocol-buffers/
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python. BSD License https://github.com/giampaolo/psutil
psycopg2 2.9.9 psycopg2 - Python-PostgreSQL Database Adapter GNU Library or Lesser General Public License (LGPL) https://psycopg.org/
psycopg2-binary 2.9.3 psycopg2 - Python-PostgreSQL Database Adapter GNU Library or Lesser General Public License (LGPL) https://psycopg.org/
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal ISC License (ISCL) https://github.com/pexpect/ptyprocess
pure-eval 0.2.2 Safely evaluate AST nodes without side effects MIT License http://github.com/alexmojaki/pure_eval
py-cpuinfo 9.0.0 Get CPU info with pure Python MIT License https://github.com/workhorsy/py-cpuinfo
py-spy 0.3.14 Sampling profiler for Python programs MIT License https://github.com/benfred/py-spy
pyarrow 16.1.0 Python library for Apache Arrow Apache Software License https://arrow.apache.org/
pyarrow-hotfix 0.6 A hotfix for pyarrow MIT License https://github.com/pitrou/pyarrow-hotfix#readme
pyasn1 0.6.0 Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208) BSD License https://github.com/pyasn1/pyasn1
pyasn1_modules 0.4.0 A collection of ASN.1-based protocols modules BSD License https://github.com/pyasn1/pyasn1-modules
pycosat 0.6.6 bindings to picosat (a SAT solver) MIT License https://github.com/ContinuumIO/pycosat
pycparser 2.22 C parser in Python BSD License https://github.com/eliben/pycparser
pycurl 7.45.3 PycURL -- A Python Interface To The cURL library GNU Library or Lesser General Public License (LGPL) http://pycurl.io/
pydap 3.3.0 An implementation of the Data Access Protocol. MIT License http://pydap.org/
Pygments 2.18.0 Pygments is a syntax highlighting package written in Python. BSD License https://pygments.org
pygraphviz 1.13 Python interface to Graphviz BSD License https://pygraphviz.github.io
PyJWT 2.8.0 JSON Web Token implementation in Python MIT License https://github.com/jpadilla/pyjwt
pymongo 4.7.3 Python driver for MongoDB http://www.mongodb.org Apache Software License https://www.mongodb.org
PyMySQL 1.0.2 Pure Python MySQL Driver MIT License https://github.com/PyMySQL/PyMySQL/
PyNaCl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library MIT License https://github.com/pyca/pynacl/
pyOpenSSL 24.0.0 Python wrapper module around the OpenSSL library Apache Software License https://pyopenssl.org/
pyparsing 3.1.2 pyparsing module - Classes and methods to define and execute parsing grammars MIT License https://github.com/pyparsing/pyparsing/
pyproj 3.6.1 Python interface to PROJ (cartographic projections and coordinate transformations library) MIT License https://github.com/pyproj4/pyproj
pyrsistent 0.18.1 Persistent/Functional/Immutable data structures MIT License http://github.com/tobgu/pyrsistent/
pyshp 2.3.1 Pure Python read/write support for ESRI Shapefile format MIT License https://github.com/GeospatialPython/pyshp
PySocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information. MIT License https://github.com/Anorov/PySocks
pystac 1.10.1 Python library for working with the SpatioTemporal Asset Catalog (STAC) specification Apache Software License https://github.com/stac-utils/pystac
python-dateutil 2.9.0 Extensions to the standard Python datetime module BSD License https://github.com/dateutil/dateutil
python-dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables BSD License https://github.com/theskumar/python-dotenv
python-json-logger 2.0.7 A python library adding a json log formatter BSD License http://github.com/madzak/python-json-logger
python-slugify 6.1.2 A Python slugify application that also handles Unicode MIT License https://github.com/un33k/python-slugify
python-snappy 0.7.1 Python library for the snappy compression library from Google BSD License http://github.com/intake/python-snappy
pytz 2024.1 World timezone definitions, modern and historical MIT License http://pythonhosted.org/pytz
pyu2f 0.1.5 U2F host library for interacting with a U2F device over USB. Apache Software License https://github.com/google/pyu2f/
PyWavelets 1.4.1 PyWavelets, wavelet transform module MIT License https://github.com/PyWavelets/pywt
PyYAML 6.0.1 YAML parser and emitter for Python MIT License https://pyyaml.org/
pyyaml_env_tag 0.1 A custom YAML tag for referencing environment variables in YAML files. MIT License https://github.com/waylan/pyyaml-env-tag
pyzmq 26.0.3 Python bindings for 0MQ BSD License https://pyzmq.readthedocs.org
rasterio 1.3.10 Fast and direct raster I/O for use with Numpy and SciPy BSD License https://github.com/rasterio/rasterio
rasterstats 0.19.0 Summarize geospatial raster datasets based on vector geometries BSD License https://pythonhosted.org/rasterstats/
referencing 0.35.1 JSON Referencing + Python MIT License https://referencing.readthedocs.io/
requests 2.32.3 Python HTTP for Humans. Apache Software License https://requests.readthedocs.io
requests-oauthlib 2.0.0 OAuthlib authentication support for Requests. BSD License https://github.com/requests/requests-oauthlib
rfc3339-validator 0.1.4 A pure python RFC3339 validator MIT License https://github.com/naimetti/rfc3339-validator
rfc3986-validator 0.1.1 Pure python rfc3986 validator MIT License https://github.com/naimetti/rfc3986-validator
rich 13.7.1 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal MIT License https://github.com/Textualize/rich
rioxarray 0.15.5 geospatial xarray extension powered by rasterio Apache Software License https://corteva.github.io/rioxarray/
rpds-py 0.18.1 Python bindings to Rust's persistent data structures (rpds) MIT License https://rpds.readthedocs.io/
rsa 4.9 Pure-Python RSA implementation Apache Software License https://stuvel.eu/rsa
Rtree 1.2.0 R-Tree spatial index for Python GIS MIT License https://rtree.readthedocs.io
ruamel.yaml 0.18.6 ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments MIT License https://sourceforge.net/p/ruamel-yaml/
ruamel.yaml.clib 0.2.8 C version of reader, parser and emitter for ruamel.yaml derived from libyaml MIT License https://sourceforge.net/p/ruamel-yaml-clib/code/ci/default/tree
s3fs 2024.6.0 Convenient Filesystem interface over S3 BSD License http://github.com/fsspec/s3fs/
s3transfer 0.10.1 An Amazon S3 Transfer Manager Apache Software License https://github.com/boto/s3transfer
scikit-image 0.23.2 Image processing in Python BSD License https://scikit-image.org
scikit-learn 1.5.0 A set of python modules for machine learning and data mining BSD License https://scikit-learn.org
scipy 1.13.1 Fundamental algorithms for scientific computing in Python BSD License https://scipy.org/
seaborn 0.13.2 Statistical data visualization BSD License http://seaborn.pydata.org
semver 3.0.2 Python helper for Semantic Versioning (https://semver.org) BSD License https://github.com/python-semver/python-semver
Send2Trash 1.8.3 Send file to trash natively under Mac OS X, Windows and Linux BSD License https://github.com/arsenetar/send2trash
sentinelhub 3.10.2 Python API for Sentinel Hub MIT License https://github.com/sentinel-hub/sentinelhub-py
setuptools 70.0.0 Easily download, build, install, upgrade, and uninstall Python packages MIT License https://github.com/pypa/setuptools
shapely 2.0.4 Manipulation and analysis of geometric objects BSD License https://shapely.readthedocs.io/
simpervisor 1.0.0 Simple async process supervisor MIT License https://github.com/jupyterhub/simpervisor#readme
simplejson 3.19.2 Simple, fast, extensible JSON encoder/decoder for Python MIT License https://github.com/simplejson/simplejson
six 1.16.0 Python 2 and 3 compatibility utilities MIT License https://github.com/benjaminp/six
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable. MIT License http://github.com/soft-matter/slicerator
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager BSD License https://github.com/gitpython-developers/smmap
sniffio 1.3.1 Sniff out which async library your code is running under MIT License https://github.com/python-trio/sniffio
snuggs 1.4.7 Snuggs are s-expressions for Numpy MIT License https://github.com/mapbox/snuggs
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set Apache Software License http://www.grantjenks.com/docs/sortedcontainers/
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup. MIT License https://github.com/facelessuser/soupsieve
sparse 0.15.4 Sparse n-dimensional arrays for the PyData ecosystem BSD License https://sparse.pydata.org/
SQLAlchemy 2.0.30 Database Abstraction Library MIT License https://www.sqlalchemy.org
sqlalchemy-cockroachdb 1.4.3 CockroachDB dialect for SQLAlchemy Apache Software License https://github.com/cockroachdb/sqlalchemy-cockroachdb
stack-data 0.6.2 Extract data from python stack frames and tracebacks for informative displays MIT License http://github.com/alexmojaki/stack_data
statsd 3.3.0 A simple statsd client. MIT License https://github.com/jsocol/pystatsd
statsmodels 0.14.2 Statistical computations and models for Python BSD License https://www.statsmodels.org/
sympy 1.12 Computer algebra system (CAS) in Python BSD License https://sympy.org
tables 3.9.2 Hierarchical datasets for Python BSD License http://www.pytables.org
tblib 3.0.0 Traceback serialization library. BSD License https://github.com/ionelmc/python-tblib
tenacity 8.3.0 Retry code until it succeeds Apache Software License https://github.com/jd/tenacity
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library. BSD License https://github.com/jupyter/terminado
text-unidecode 1.3 The most basic Text::Unidecode port Artistic License https://github.com/kmike/text-unidecode/
threadpoolctl 3.5.0 threadpoolctl BSD License https://github.com/joblib/threadpoolctl
tifffile 2024.5.22 Read and write TIFF files BSD License https://www.cgohlke.com
tinycss2 1.3.0 A tiny CSS parser BSD License https://doc.courtbouillon.org/tinycss2/
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language MIT License https://github.com/uiri/toml
tomli 2.0.1 A lil' TOML parser MIT License https://github.com/hukkin/tomli
tomli_w 1.0.0 A lil' TOML writer MIT License https://github.com/hukkin/tomli-w
toolz 0.12.1 List processing tools and functional utilities BSD License https://github.com/pytoolz/toolz/
tornado 6.4.1 Tornado is a Python web framework and asynchronous networking library, Apache Software License http://www.tornadoweb.org/
tqdm 4.66.4 Fast, Extensible Progress Meter MIT License https://tqdm.github.io
traitlets 5.14.3 Traitlets Python configuration system BSD License https://github.com/ipython/traitlets
traittypes 0.2.1 Scipy trait types BSD License http://ipython.org
trove-classifiers 2024.5.22 Canonical source for classifiers on PyPI (pypi.org). Apache Software License https://github.com/pypa/trove-classifiers
truststore 0.8.0 Verify certificates using native system trust stores MIT License https://truststore.readthedocs.io
types-python-dateutil 2.9.0.20240316 Typing stubs for python-dateutil Apache Software License https://github.com/python/typeshed
typing-inspect 0.9.0 Runtime inspection utilities for typing module. MIT License https://github.com/ilevkivskyi/typing_inspect
typing-utils 0.1.0 utils to inspect Python type annotations MIT License https://github.com/bojiang/typing_utils
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+ Python Software Foundation License https://typing-extensions.readthedocs.io/
tzdata 2024.1 Provider of IANA time zone data Apache Software License https://github.com/python/tzdata
uri-template 1.3.0 RFC 6570 URI Template Processor MIT License https://gitlab.linss.com/open-source/python/uri-template
urllib3 2.2.1 HTTP library with thread-safe connection pooling, file post, and more. MIT License https://urllib3.readthedocs.io
utm 0.7.0 Bidirectional UTM-WGS84 converter for python MIT License https://github.com/Turbo87/utm
watchdog 4.0.1 Filesystem events monitoring Apache Software License https://github.com/gorakhargosh/watchdog
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal MIT License https://github.com/jquast/wcwidth
webcolors 24.6.0 A library for working with the color formats defined by HTML and CSS. BSD License https://webcolors.readthedocs.io
webencodings 0.5.1 Character encoding aliases for legacy web content BSD License https://github.com/SimonSapin/python-webencodings
WebOb 1.8.7 WSGI request and response object MIT License http://webob.org/
websocket-client 1.8.0 WebSocket client for Python with low level API options Apache Software License https://github.com/websocket-client/websocket-client.git
wheel 0.43.0 A built-package format for Python MIT License https://wheel.readthedocs.io/en/stable/news.html
widgetsnbextension 4.0.11 Jupyter interactive widgets for Jupyter Notebook BSD License http://jupyter.org
wrapt 1.16.0 Module for decorators, wrappers and monkey patching. BSD License https://github.com/GrahamDumpleton/wrapt
xarray 2024.5.0 N-D labeled arrays and datasets in Python Apache Software License https://docs.xarray.dev
xcube 1.5.1 xcube is a Python package for generating and exploiting data cubes powered by xarray, dask, and zarr. MIT License https://github.com/xcube-dev/xcube
xcube-cci 0.9.9 An xcube plugin that allows generating data cubes from the ESA CCI Open Data Portal MIT License https://github.com/xcube-dev/xcube-cci
xcube-cds 0.9.2 An xcube plugin to generate data cubes from the Climate Data Store (CDS) API MIT License https://github.com/xcube-dev/xcube-cds
xcube-cmems 0.5.0 xcube datastore for accessing cmems datastore MIT License https://dcs4cop.github.io/xcube-cmems/
xcube-geodb 1.0.6 An xcube plug-in that implements a data cube generation service MIT License https://github.com/xcube-dev/xcube_geodb
xcube_sh 0.11.0 An xcube plugin that allows generating data cubes from the Sentinel Hub Cloud API MIT License https://github.com/xcube-dev/xcube-sh
xgboost 2.0.3 XGBoost Python Package Apache Software License https://xgboost.readthedocs.io/en/stable/
xlrd 2.0.1 Library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files BSD License http://www.python-excel.org/
xyzservices 2024.6.0 Source of XYZ tiles providers BSD License https://github.com/geopandas/xyzservices
yarl 1.9.4 Yet another URL library Apache Software License https://github.com/aio-libs/yarl
zarr 2.18.2 An implementation of chunked, compressed, N-dimensional arrays for Python MIT License https://zarr.readthedocs.io/en/stable/release.html
zict 3.0.0 Mutable mapping tools BSD License http://zict.readthedocs.io/en/latest/
zipp 3.19.2 Backport of pathlib-compatible object wrapper for zip files MIT License https://github.com/jaraco/zipp
zstandard 0.19.0 Zstandard bindings for Python BSD License https://github.com/indygreg/python-zstandard