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Noms is a decentralized database philosophically descendant from the Git version control system.
Like Git, Noms is:
- Versioned: By default, all previous versions of the database are retained. You can trivially track how the database evolved to its current state, easily and efficiently compare any two versions, or even rewind and branch from any previous version.
- Synchronizable: Instances of a single Noms database can be disconnected from each other for any amount of time, then later reconcile their changes efficiently and correctly.
Unlike Git, Noms is a database, so it also:
- Primarily stores structured data, not files and directories (see: the Noms type system)
- Scales well to large amounts of data and concurrent clients
- Supports atomic transactions (a single instance of Noms is CP, but Noms is typically run in production backed by S3, in which case it is "effectively CA")
- Supports efficient indexes (see: Noms prolly-trees)
- Features a flexible query model (see: GraphQL)
A Noms database can reside within a file system or in the cloud:
- The (built-in) NBS
ChunkStore
implementation provides two back-ends which provide persistence for Noms databases: one for storage in a file system and one for storage in an S3 bucket.
Finally, because Noms is content-addressed, it yields a very pleasant programming model.
Working with Noms is declarative. You don't INSERT
new data, UPDATE
existing data, or DELETE
old data. You simply declare what the data ought to be right now. If you commit the same data twice, it will be deduplicated because of content-addressing. If you commit almost the same data, only the part that is different will be written.
Because Noms is very good at sync, it makes a decent basis for rich, collaborative, fully-decentralized applications.
Embed Noms into mobile applications, making it easier to build offline-first, fully synchronizing mobile applications.
# You probably want to add this to your environment
export NOMS_VERSION_NEXT=1
go get github.com/attic-labs/noms/cmd/noms
go install github.com/attic-labs/noms/cmd/noms
Import some data:
go install github.com/attic-labs/noms/samples/go/csv/csv-import
curl 'https://data.cityofnewyork.us/api/views/kku6-nxdu/rows.csv?accessType=DOWNLOAD' > /tmp/data.csv
csv-import /tmp/data.csv /tmp/noms::nycdemo
Explore:
noms show /tmp/noms::nycdemo
Should show:
struct Commit {
meta: struct Meta {
date: "2017-09-19T19:33:01Z",
inputFile: "/tmp/data.csv",
},
parents: set {},
value: [ // 236 items
struct Row {
countAmericanIndian: "0",
countAsianNonHispanic: "3",
countBlackNonHispanic: "21",
countCitizenStatusTotal: "44",
countCitizenStatusUnknown: "0",
countEthnicityTotal: "44",
...
We are fairly confident in the core data format, and plan to support Noms database version 7
and forward. If you create a database with Noms today, future versions will have migration tools to pull your databases forward.
We plan to implement the following for Noms version 8:
- Horizontal scalability (Done! See: nbs)
- Automatic merge (Done! See: CommitOptions.Policy and the
noms merge
subcommand). - Query language (Done! See ngql)
- Garbage Collection (attic-labs#3374)
- Optional fields (attic-labs#2327)
- Implement migration (attic-labs#3363)
- Fix sync performance with long commit chains (attic-labs#2233)
- Various other smaller bugs and improvements
For the decentralized web: The Decentralized Database
Learn the basics: Technical Overview
Tour the CLI: Command-Line Interface Tour
Tour the Go API: Go SDK Tour
Interested in using Noms? Awesome! We would be happy to work with you to help understand whether Noms is a fit for your problem. Reach out at:
Noms is open source software, licensed by Attic Labs, Inc. under the Apache License, Version 2.0.