Quilt T4
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Introduction
Installation
Quickstart
Walkthrough
Creating a Package
Distributing a Package
Installing a Package
Reading from a Package
Working with the Catalog
Working with a Bucket
Advanced Usage
Filtering a Package
.quiltignore
Materialization
Working with Manifests
S3 Select
API Reference
t4
t4.Package
t4.Bucket
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Introduction

Overview

A team data hub for S3

  • T4 adds search, content preview, versioning, and a Python API to any S3 bucket
  • Every file in T4 is versioned and searchable
  • T4 is for data scientists, data engineers, and data-driven teams

Use cases

  • Collaborate - get everyone on the same page by pointing them all to the same immutable data version
  • Experiment faster - blob storage is schemaless and scalable, so iterations are quick
  • Recover, rollback, and reproduce with immutable packages
  • Understand what's in S3 - plaintext and faceted search over S3

Key features

  • Browse, search any S3 bucket
  • Preview images, Jupyter notebooks, Vega visualizations - without downloading
  • Read/write Python objects to and from S3
  • Immutable versions for objects, immutable packages for collections of objects

Components

  • /catalog (JavaScript) - Search, browse, and preview your data in S3
  • /api/python - Read, write, and annotate Python objects in S3

Roadmap

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Installation
Last modified 3yr ago
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Contents
Overview
A team data hub for S3
Use cases
Key features
Components
Roadmap