h5pyd

Python client library for HSDS

Introduction

This repository contains library, test, and examples of h5pyd - a Python package for HSDS (Highly Scalable Data Service), or other HDF REST compatible web services.

The h5pyd library provides a high-level interface to the REST specification that is generally easier to use than invoking http calls directly.

This package is based on the popular h5py package and aims to be source compatible with the h5py high level interface.

Websites

• Main website: http://www.hdfgroup.org
• Source code: https://github.com/HDFGroup/h5pyd
• Forum: https://forum.hdfgroup.org/c/hsds
• Documentation: TBD (but http://docs.h5py.org/en/latest/ should be helpful)

Related Projects

• HSDS: https://github.com/HDFGroup/hsds
• HDF5-JSON: https://github.com/HDFGroup/hdf5-json
• h5py: https://github.com/h5py/h5py
• REST API Documentation: https://github.com/HDFGroup/hdf-rest-api

Installing

Via pip::

pip install h5pyd

From a release tarball or Git checkout::

pip install .

Run hsconfigure to setup the connection info (endpoint, username, and password) to HSDS.
If you don't have access to an HSDS instance, you can easily setup your own HSDS instance. See https://github.com/HDFGroup/hsds for instructions on installing and running HSDS on locally or in the cloud.

Alternatively, if you can run this repo as a Github Codespace (see "Open in a Github Codespace" link above), and HSDS will be automatically setup as part of the codespace.

Another option is to run h5pyd in serverless mode with either AWS Lambda or direct mode (storage system accessed directly).

To use with AWS Lambda, set the HS_ENDPOINT to: "http+lambda://hslambda" where "hslambda" is the name of the lambda function. When using AWS Lambda some additional environment variables need to be set:

• AWS_LAMBDA_GATEWAY - AWS Lambda endpoint, e.g.: https://lambda.us-west-2.amazonaws.com
• AWS_REGION - Region where the Lambda function is installed, e.g.: us-west-2
• AWS_SECRET_ACCESS_KEY - Your AWS secret access AWS_SECRET_ACCESS_KEY
• AWS_ACCESS_KEY_ID - Your AWS access key ID

To use in direct mode, set the HS_ENDPOINT to "local". For direct mode, some additional environment variables are needed to be defined:

• BUCKET_NAME - name of the S3 Bucket, Azure Container, or Posix top level folder

To use "local" mode with S3, define these variables:

• AWS_S3_GATEWAY - AWS S3 endpoint, e.g.: https://s3.us-west-2.amazonaws.com
• AWS_REGION - Region where the Lambda function is installed, e.g.: us-west-2
• AWS_SECRET_ACCESS_KEY - Your AWS secret access AWS_SECRET_ACCESS_KEY
• AWS_ACCESS_KEY_ID - Your AWS access key ID

To use "local" mode with Azure, defined these variables:

• AZURE_CONNECTION_STRING - The connection string for your Azure storage account

To use "local" with Posix storage, define these variables:

• ROOT_DIR - The top level directory used for storage (i.e. the parent directory of "buckets")

H5PYD Command Line Apps

Several utility applications are included with this package:

• hsconfigure - save endpoint, username, and password in config files
• hsacl - read/update ACL (access control list) for a given folder or domain
• hscopy - copy a domain
• hsrm - delete a domain or folder
• hsdiff - compare HDF5 file with HSDS domain
• hsget - create an HDF5 file from HSDS domain
• hsinfo - get server status or domain details
• hsload - upload an HDF5 file to an HSDS domain
• hsls - list contents of domain or folder
• hsmv - change the naame of a domain
• hstouch - create new domain or folder

Use the --help option to get usage information for each command.

Testing

By default the test suite will attempt to connect to a local instance of HSDS with the http://localhost:5101 endpoint.

Use the following environment variables as needed to modify the default configuration for the test suite:

• HS_ENDPOINT - "http://127.0.0.1:5000" for HSDS installed locally or appropriate remote endpoint
• HS_USERNAME - "test_user1" or your preferred username
• HS_PASSWORD - password for above username - "test" for test_user1 with local HSDS install
• TEST2_USERNAME - "test_user2" or your preffered username
• TEST2_PASSWORD - password for above username - "test" for test_user2 with local HSDS install
• H5PYD_TEST_FOLDER - server folder that will be used for generated files. Example: "/home/test_user1/h5pyd_test/". Use hstouch command to create the folder before running the test, e.g.: $ hstouch /home/test_user1/h5pyd_test/

Run: $python testall.py to execute the test suite.

Uninstalling

Just remove the install directory and all contents to uninstall.

Reporting bugs (and general feedback)

Create new issues at http://github.com/HDFGroup/h5pyd/issues for any problems you find.

For general questions/feedback, please use the HSDS forum (https://forum.hdfgroup.org/c/hsds).