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-0.1.3.tar.gz (158.0 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-0.1.3-py3-none-any.whl (181.2 kB view details)

Uploaded Python 3

File details

Details for the file syft_rds-0.1.3.tar.gz.

File metadata

  • Download URL: syft_rds-0.1.3.tar.gz
  • Upload date:
  • Size: 158.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for syft_rds-0.1.3.tar.gz
Algorithm Hash digest
SHA256 543c5d06d5e5734a1fbb6693dc7a0c4662e15a3e95a978e11f48ac59ba989b91
MD5 67c18c1425b7c50bb78755bb9ff3b09a
BLAKE2b-256 3d158edd4721330246cbaaec8ffde4bca3c2545bf49f4f79086f8a74d044252f

See more details on using hashes here.

File details

Details for the file syft_rds-0.1.3-py3-none-any.whl.

File metadata

  • Download URL: syft_rds-0.1.3-py3-none-any.whl
  • Upload date:
  • Size: 181.2 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-0.1.3-py3-none-any.whl
Algorithm Hash digest
SHA256 2f846f79c9fde18ab7287f1ec66d6ac401a7d1e157cc6cfc285a119b868af882
MD5 8d62ddb5f8a8e2fe56017ffce60c41c9
BLAKE2b-256 09d2047188eda7d1567d64189560efba36b5da590a266d1fb379d061f1197b21

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