Serve millions of JSON documents via HTTP.


Keywords
http, json, key-value, store
License
GPL-3.0
Install
go get github.com/miku/microblob

Documentation

microblob

microblob is a simplistic key-value store, that serves JSON documents from a file over HTTP. It is implemented in a few hundred lines of code and does not contain many features.

Warning: This server SHOULD NEVER BE EXPOSED PUBLICLY as it contains no security, rate-limiting or other safety measures whatsoever.

microblob was written in 2017 as an ad-hoc solution to replace a previous setup using memcachedb (which was getting slow). The main goal has been to serve about 200M JSON documents from a "persistent key-value store" over HTTP and to support frequent, fast rebuilds; with limited disk space and potentially limited memory. Code lacks tests and I would write it differently today. However, it ran without issues and happily served up to 400 requests/s with limited resources and with average response times of around 1ms.

DOI Project Status: Active – The project has reached a stable, usable state and is being actively developed.

This project has been developed for Project finc at Leipzig University Library.

$ cat file.ldj
{"id": "some-id-1", "name": "alice"}
{"id": "some-id-2", "name": "bob"}

$ microblob -key id file.ldj
INFO[0000] creating db fixtures/file.ldj.832a9151.db ...
INFO[0000] listening at http://127.0.0.1:8820 (fixtures/file.ldj.832a9151.db)

It supports fast rebuilds from scratch, as the preferred way to deploy this is for a build-once update-never use case. It scales up and down with memory and can serve hundred million documents and more.

Inspiration: So what's wrong with 1975 programming? Idea: Instead of implementing complicated caching mechanisms, we hand over caching completely to the operating system and try to stay out of its way.

Inserts are fast, since no data is actually moved. 150 million (1kB) documents can be serveable within an hour.

  • ㊗️ 2017-06-30 first 100 million requests served in production

Further documentation: docs/microblob.md

Update via curl

To send compressed data with curl:

$ curl -v --data-binary @- localhost:8820/update?key=id < <(gunzip -c fixtures/fake.ldj.gz)
...

Usage

Usage of microblob:
  -addr string
        address to serve (default "127.0.0.1:8820")
  -backend string
        backend to use: leveldb, debug (default "leveldb")
  -batch int
        number of lines in a batch (default 50000)
  -c string
        load options from a config (ini) file
  -create-db-only
        build the database only, then exit
  -db string
        the root directory, by default: 1000.ldj -> 1000.ldj.05028f38.db (based on flags)
  -ignore-missing-keys
        ignore record, that do not have a the specified key
  -key string
        key to extract, json, top-level only
  -log string
        access log file, don't log if empty
  -r string
        regular expression to use as key extractor
  -s string
        the config file section to use (default "main")
  -t    top level key extractor
  -version
        show version and exit

What it doesn't do

  • no deletions (microblob is currently append-only and does not care about garbage, so if you add more and more things, you will run out of space)
  • no compression (yet)
  • no security (anyone can query or update via HTTP)

Installation

Debian and RPM packages: see releases.

Or:

$ go install github.com/miku/microblob/cmd/microblob@latest