Layer python3_scientific

Overview

The python3_scientific layer is a set of Python 3 libraries and tools devoted to scientific development.

Metadata

Layer Home

/opt/metwork-mfext-0.9/opt/python3_scientific

Label

python3_scientific@mfext

Package

metwork-mfext-layer-python3_scientific

Dependencies

  • python3@mfext

  • tcltk@mfext

  • scientific@mfext

Extra-environment (loaded after layer load)

MAGPLUS_HOME={MFEXT_HOME}/opt/python3_scientific
MAGPLUS_QUIET=ON

Utilities

Packages

Name

Version

Description

Cartopy

0.17.0

A cartographic python library with Matplotlib support for visualisation

Cython

0.29.12

The Cython compiler for writing C extensions for the Python language.

Fiona

1.8.6

FIONA is OGR s neat and nimble API for Python programmers

Flask

1.1.1

A simple framework for building complex web applications.

GDAL

2.2.4

GDAL: Geospatial Data Abstraction Library

Magics

1.0.6

Python interface to plot meteorological data in GRIB, NetCDF and BUFR.

MetPy

0.10.2

Collection of tools for reading, visualizing andperforming calculations with weather data.

Pillow

6.1.0

Python Imaging Library (Fork)

Pint

0.9

Physical quantities module

SQLAlchemy

1.3.5

Database Abstraction Library

Shapely

1.6.4.post2

Geometric objects, predicates, and operations

Werkzeug

0.15.4

The comprehensive WSGI web application library.

aggdraw

1.3.11

High quality drawing interface for PIL.

asciitree

0.3.3

Draws ASCII trees.

attrs

19.1.0

Classes Without Boilerplate

cdsapi

0.1.4

Climate Data Store API

certifi

2019.3.9

Python package for providing Mozilla s CA Bundle.

cf-units

2.1.1

Units of measure as defined by the Climate and Forecast (CF) metadata conventions, supporting Unidata/UCAR UDUNITS-2 library, and the cftime calendar functionality

cfgrib

0.9.7.1

Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes.

cftime

1.0.3.4

Time-handling functionality from netcdf4-python

click-plugins

1.1.1

An extension module for click to enable registering CLI commands via setuptools entry-points.

cligj

0.5.0

Click params for commmand line interfaces to GeoJSON

configobj

5.0.6

Config file reading, writing and validation.

cycler

0.10.0

Composable style cycles

dask

2.1.0

Parallel PyData with Task Scheduling

decorator

4.4.0

Better living through Python with decorators

eccodes-python

0.9.2

Python interface to the ecCodes GRIB and BUFR decoder/encoder

ecmwf-api-client

1.5.4

Python client for ECMWF web services API.

esmf

7_1_0r

Earth System Modeling Framework (ESMF) Python Interface (ESMPy)

fasteners

0.15

A python package that provides useful locks.

geos

0.2.2

Map server to view, measure and print maps in a web browserand to display maps as an overlay in google earth.

graphviz

0.11.1

Simple Python interface for Graphviz

h5py

2.9.0

Read and write HDF5 files from Python

ipython-genutils

0.2.0

Vestigial utilities from IPython

iris

2.1.0

IRIS is a powerful, format-agnostic, and community-driven Python library for analysing and visualising Earth science data

itsdangerous

1.1.0

Various helpers to pass data to untrusted environments and back.

joblib

0.13.2

Lightweight pipelining: using Python functions as pipeline jobs.

kiwisolver

1.1.0

A fast implementation of the Cassowary constraint solver

lxml

4.3.4

Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.

matplotlib

3.1.1

Python plotting package

monotonic

1.5

An implementation of time.monotonic() for Python 2 & < 3.3

munch

2.3.2

A dot-accessible dictionary (a la JavaScript objects).

netCDF4

1.5.1.2

Provides an object-oriented python interface to the netCDF version 4 library.

numcodecs

0.6.3

A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.

numpy

1.16.4

NumPy is the fundamental package for array computing with Python.

palettable

3.2.0

Color palettes for Python

pandas

0.24.2

Powerful data structures for data analysis, time series, and statistics

pngquant

1.0.6

A Python Wrapper of pngquant

pooch

0.5.2

Pooch manages your Python library s sample data files: it automatically downloads and stores them in a local directory, with support for versioning and corruption checks.

pycoast

1.2.3

Writing of coastlines, borders and rivers to images in Python

pycurl

7.43.0.3

PycURL – A Python Interface To The cURL library

pydecorate

0.2.1

Decorating PIL images: logos, texts, pallettes

pygraphviz

1.5

PYGRAPHVIZ is a Python interface to Graphviz

pykdtree

1.3.1

Fast kd-tree implementation with OpenMP-enabled queries

pyke

1.1.1

PYKE integrates a form of Logic Programming into Python by providing a knowledge engine that can Do both forward-chaining (data driven) and backward-chaining (goal directed) inferencing Automatically generate Python programs by assembling individual Python functions into complete call graphs.

pyorbital

1.5.0

Orbital parameters and astronomical computations in Python

pyproj

1.9.6

Python interface to PROJ.4 library

pyresample

1.13.2

Geospatial image resampling in Python

pyshp

2.1.0

Pure Python read/write support for ESRI Shapefile format

satpy

0.17.1

Python package for earth-observing satellite data processing

scikit-learn

0.21.2

A set of python modules for machine learning and data mining

scipy

1.1.0

SciPy: Scientific Library for Python

seaborn

0.9.0

seaborn: statistical data visualization

toolz

0.10.0

List processing tools and functional utilities

traitlets

4.3.2

Traitlets Python config system

trollimage

1.10.1

Pytroll imaging library

trollsift

0.3.3

String parser/formatter

xarray

0.12.3

N-D labeled arrays and datasets in Python

zarr

2.3.2

An implementation of chunked, compressed, N-dimensional arrays for Python.

(69 components)