Python and HDF5

•

1 recomendación•895 vistas

The HDF-EOS Tools and Information Center

HDF and HDF-EOS Workshop XVII (2014) Andrew Collette

Tecnología

Python and HDF5
Andrew Collette
University of Colorado Boulder

A. Collette et al. Phys. Rev. Lett 105, 195003 (2010)

Fast database built on HDF5
h5py
General-purpose HDF5 library

Datasets: arrays on disk
Groups: ﬁlesystem-like folders
Attributes: Key-value metadata

Más contenido relacionado

Destacado

Make CERES products user-friendlyThe HDF-EOS Tools and Information Center

HDF Product DesignerThe HDF-EOS Tools and Information Center

Geospatial Data Abstraction Library (GDAL) Enhancement for ESDIS (GEE)The HDF-EOS Tools and Information Center

ArcGIS and Multi-D: Tools & RoadmapThe HDF-EOS Tools and Information Center

HDF Workshop SlideShare ExperimentThe HDF-EOS Tools and Information Center

The HDF Group: Community models and outreachThe HDF-EOS Tools and Information Center

The National Oceanographic Data Center’s NetCDF TemplatesThe HDF-EOS Tools and Information Center

HDF and Augmentation The HDF-EOS Tools and Information Center

HDF Product DesignerThe HDF-EOS Tools and Information Center

HDF Update 2016The HDF-EOS Tools and Information Center

MATLAB and Scientific Data: New Features and CapabilitiesThe HDF-EOS Tools and Information Center

His Expert's VoiceThe HDF-EOS Tools and Information Center

Putting some Spark into HDF5The HDF-EOS Tools and Information Center

Improved Query Performance With Variant Indexes - review presentationVimukthi Wickramasinghe

NEON HDF5The HDF-EOS Tools and Information Center

NASA HDF/HDF-EOS Data for Dummies (and Developers)The HDF-EOS Tools and Information Center

HDF ServerThe HDF-EOS Tools and Information Center

HDF-Java OverviewThe HDF-EOS Tools and Information Center

Incorporating ISO Metadata Using HDF Product DesignerThe HDF-EOS Tools and Information Center

How to Meet the CF Conventions with NcML for NASA HDF/HDF-EOSThe HDF-EOS Tools and Information Center

Destacado (20)

Make CERES products user-friendly

HDF Product Designer

Geospatial Data Abstraction Library (GDAL) Enhancement for ESDIS (GEE)

ArcGIS and Multi-D: Tools & Roadmap

HDF Workshop SlideShare Experiment

The HDF Group: Community models and outreach

The National Oceanographic Data Center’s NetCDF Templates

HDF and Augmentation

HDF Product Designer

HDF Update 2016

MATLAB and Scientific Data: New Features and Capabilities

His Expert's Voice

Putting some Spark into HDF5

Improved Query Performance With Variant Indexes - review presentation

NEON HDF5

NASA HDF/HDF-EOS Data for Dummies (and Developers)

HDF Server

HDF-Java Overview

Incorporating ISO Metadata Using HDF Product Designer

How to Meet the CF Conventions with NcML for NASA HDF/HDF-EOS

Más de The HDF-EOS Tools and Information Center

Cloud-Optimized HDF5 FilesThe HDF-EOS Tools and Information Center

Accessing HDF5 data in the cloud with HSDSThe HDF-EOS Tools and Information Center

The State of HDFThe HDF-EOS Tools and Information Center

Highly Scalable Data Service (HSDS) Performance FeaturesThe HDF-EOS Tools and Information Center

Creating Cloud-Optimized HDF5 FilesThe HDF-EOS Tools and Information Center

HDF5 OPeNDAP Handler Updates, and Performance DiscussionThe HDF-EOS Tools and Information Center

Hyrax: Serving Data from S3The HDF-EOS Tools and Information Center

Accessing Cloud Data and Services Using EDL, Pydap, MATLABThe HDF-EOS Tools and Information Center

HDF - Current status and Future DirectionsThe HDF-EOS Tools and Information Center

HDFEOS.org User Analsys, Updates, and FutureThe HDF-EOS Tools and Information Center

HDF - Current status and Future Directions The HDF-EOS Tools and Information Center

H5Coro: The Cloud-Optimized Read-Only LibraryThe HDF-EOS Tools and Information Center

MATLAB Modernization on HDF5 1.10The HDF-EOS Tools and Information Center

HDF for the Cloud - Serverless HDFThe HDF-EOS Tools and Information Center

HDF5 <-> ZarrThe HDF-EOS Tools and Information Center

HDF for the Cloud - New HDF Server FeaturesThe HDF-EOS Tools and Information Center

Apache Drill and Unidata THREDDS Data Server for NASA HDF-EOS on S3The HDF-EOS Tools and Information Center

STARE-PODS: A Versatile Data Store Leveraging the HDF Virtual Object Layer fo...The HDF-EOS Tools and Information Center

HDF5 and Ecosystem: What Is New?The HDF-EOS Tools and Information Center

HDF5 Roadmap 2019-2020The HDF-EOS Tools and Information Center

Más de The HDF-EOS Tools and Information Center (20)

Cloud-Optimized HDF5 Files

Accessing HDF5 data in the cloud with HSDS

The State of HDF

Highly Scalable Data Service (HSDS) Performance Features

Creating Cloud-Optimized HDF5 Files

HDF5 OPeNDAP Handler Updates, and Performance Discussion

Hyrax: Serving Data from S3

Accessing Cloud Data and Services Using EDL, Pydap, MATLAB

HDF - Current status and Future Directions

HDFEOS.org User Analsys, Updates, and Future

HDF - Current status and Future Directions

H5Coro: The Cloud-Optimized Read-Only Library

MATLAB Modernization on HDF5 1.10

HDF for the Cloud - Serverless HDF

HDF5 <-> Zarr

HDF for the Cloud - New HDF Server Features

Apache Drill and Unidata THREDDS Data Server for NASA HDF-EOS on S3

STARE-PODS: A Versatile Data Store Leveraging the HDF Virtual Object Layer fo...

HDF5 and Ecosystem: What Is New?

HDF5 Roadmap 2019-2020

Último

Boost PC performance: How more available memory can improve productivityPrincipled Technologies

ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous

A Domino Admins Adventures (Engage 2024)Gabriella Davis

Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer

Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services

How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes

Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1

The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los

Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge

Automating Google Workspace (GWS) & more with Apps Scriptwesley chun

Partners Life - Insurer Innovation Award 2024The Digital Insurer

[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745

Artificial Intelligence: Facts and MythsJoaquim Jorge

Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10

Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j

Scaling API-first – The story of a global engineering organizationRadu Cotescu

Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko

AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin

Developing An App To Navigate The Roads of BrazilV3cube

Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer

Python and HDF5

1. Python and HDF5 Andrew Collette University of Colorado Boulder

2. CU Boulder Accelerator

3. UCLA Large Plasma Device

4. A. Collette et al. Phys. Rev. Lett 105, 195003 (2010)

5. IDL

6. IDL is a great platform!

8. SciPy

9. 45,000 packages

10. HDF5

11. Fast database built on HDF5 h5py General-purpose HDF5 library

12. Datasets: arrays on disk Groups: ﬁlesystem-like folders Attributes: Key-value metadata

13. Demo

14. Questions? www.h5py.org

Python and HDF5

Recomendados

Recomendados

Más contenido relacionado

Destacado

Destacado (20)

Más de The HDF-EOS Tools and Information Center

Más de The HDF-EOS Tools and Information Center (20)

Último

Último (20)

Python and HDF5