Skip to main content

Doing remote data science with SyftBox

Project description

RDS

Requirements

Quick Install

Installation

To install the syft-rds package in a new virtual env:

just install

Running the demo

In-memory full flow example

The notebook notebooks/quickstart/full_flow.ipynb contains a full example of how to use the syft-rds package from both the data scientist and the data owner perspective. This demo mocks most of the SyftBox functionality, and does not require running any services in the background.

Full example with SyftBox

To run the RDS app on top of syftbox, we need to:

  1. launch a syftbox server
  2. launch syftbox clients for the data scientist and the data owner
  3. run an RDS app on the data owner's datasite
  4. (optional) run an RDS app on the data scientist's datasite
  5. run the notebooks/quickstart/do_flow.ipynb and notebooks/quickstart/ds_flow.ipynb notebooks

Steps 1 through 4 can be done with a single just command:

just run-rds-stack

To run jupyter lab in the syft-rds environment:

just run-jupyter

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

syft_rds-0.2.1.tar.gz (168.0 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

syft_rds-0.2.1-py3-none-any.whl (198.2 kB view details)

Uploaded Python 3

File details

Details for the file syft_rds-0.2.1.tar.gz.

File metadata

  • Download URL: syft_rds-0.2.1.tar.gz
  • Upload date:
  • Size: 168.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for syft_rds-0.2.1.tar.gz
Algorithm Hash digest
SHA256 efc53eff77d6bf1f57b47f9a857deae7e6142a3539b8e15e879fc5707144f05c
MD5 73d488f90bca8f48e49ea56309273e0c
BLAKE2b-256 e2ef9171f62609a7c9dae90c0a17984519a705263f065f258497cf083b1101a4

See more details on using hashes here.

File details

Details for the file syft_rds-0.2.1-py3-none-any.whl.

File metadata

  • Download URL: syft_rds-0.2.1-py3-none-any.whl
  • Upload date:
  • Size: 198.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for syft_rds-0.2.1-py3-none-any.whl
Algorithm Hash digest
SHA256 cb6b13bb7c2e2f0b750c21dcc30ada4eeacbb83b315121701250ae7c8df3234f
MD5 be7a79ee59e81e7f8ab3bdcbc45e1e28
BLAKE2b-256 6bb93e8894a18e706113753697bd3b6168ef8daf9a706b463324088606c13a2a

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