Skip to main content

Analysis kit for large-scale structure datasets, the massively parallel way

Project description

nbodykit is an open source project and Python package providing a set of algorithms useful in the analysis of cosmological datasets from N-body simulations and large-scale structure surveys.

Driven by the optimism regarding the abundance and availability of large-scale computing resources in the future, the development of nbodykit distinguishes itself from other similar software packages (i.e., nbodyshop, pynbody, yt, xi) by focusing on :

  • a unified treatment of simulation and observational datasets by insulating algorithms from data containers

  • reducing wall-clock time by scaling to thousands of cores

  • deployment and availability on large, super computing facilities

All algorithms are parallel and run with Message Passing Interface (MPI).

For users using the NERSC super-computers, we provide a ready-to-use tarball of nbodykit and its dependencies; see Using nbodykit on NERSC for more details.

Build Status

We perform integrated tests of the code, including all built-in algorithms, in a miniconda environment for Python 2.7 and Python 3.4.

Build Status Test Coverage PyPi

Installation

We recommend using the anaconda distribution of Python.

To obtain the dependencies and install a package on OSX or Linux, use

conda install -c bccp nbodykit

We are considering support for Windows, but this depends on the status of mpi4py.

For manual install, please refer to .travis.yml, the build section:

At NERSC, nbodykit’s master branch is built every night.

salloc -N 1

source /usr/common/contrib/bccp/nbodykit/activate.sh dev

srun -n 4 python-mpi example.py

The file, example.py can be found at https://github.com/bccp/nbodykit/blob/master/nersc/example.py

Documentation

The official documentation is hosted on ReadTheDocs at http://nbodykit.readthedocs.org/.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

nbodykit-0.2.3.tar.gz (145.6 kB view details)

Uploaded Source

File details

Details for the file nbodykit-0.2.3.tar.gz.

File metadata

  • Download URL: nbodykit-0.2.3.tar.gz
  • Upload date:
  • Size: 145.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No

File hashes

Hashes for nbodykit-0.2.3.tar.gz
Algorithm Hash digest
SHA256 760a2e84a60090390af1af1a8e5038d73e2b0ef5874208ae85427eafbcc1ef0a
MD5 36424a170de4dadd4bc71bcdb917fbaa
BLAKE2b-256 37a38517123945c8c053ab78669b025c2f4eb3621c7920bed8011f54e734c11a

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page