BuntDB
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==== BuntDB is a low-level, in-memory, key/value store in pure Go. It persists to disk, is ACID compliant, and uses locking for multiple readers and a single writer. It supports custom indexes and geospatial data. It's ideal for projects that need a dependable database and favor speed over data size. The desire to create BuntDB stems from the need for a new embeddable database for [Tile38](https://github.com/tidwall/tile38). One that can work both as a performant [Raft Store](https://github.com/tidwall/raft-boltdb), and a Geospatial database. Much of the API is inspired by the fantastic [BoltDB](https://github.com/boltdb/bolt), an amazing key/value store that can handle terrabytes of data on disk. Features ======== - In-memory database for [fast reads and writes](https://github.com/tidwall/raft-boltdb#benchmarks) - Embeddable with a [simple API](https://godoc.org/github.com/tidwall/buntdb) - [Spatial indexing](#spatial-indexes) for up to 4 dimensions; Useful for Geospatial data - Create [custom indexes](#custom-indexes) for any data type - [Built-in types](#built-in-types) that are easy to get up & running; String, Uint, Int, Float - Flexible [iteration](#iterating) of data; ascending, descending, and ranges - Durable append-only file format. Adopts the [Redis AOF](http://redis.io/topics/persistence) process - Option to evict old items with an [expiration](#data-expiration) TTL - Tight codebase, under 1K loc using the `cloc` command - ACID semantics with locking [transactions](#transactions) that support rollbacks Getting Started =============== ## Installing To start using BuntDB, install Go and run `go get`: ```sh $ go get github.com/tidwall/buntdb ``` This will retrieve the library. ## Opening a database The primary object in BuntDB is a `DB`. To open or create your database, use the `buntdb.Open()` function: ```go package main import ( "log" "github.com/tidwall/buntdb" ) func main() { // Open the data.db file. It will be created if it doesn't exist. db, err := buntdb.Open("data.db") if err != nil { log.Fatal(err) } defer db.Close() ... } ``` ## Transactions All reads and writes must be performed from inside a transaction. BuntDB can have one write transaction opened at a time, but can have many concurrent read transactions. Each transaction maintains a stable view of the database. In other words, once a transaction has begun, the data for that transaction cannot be changed by other transactions. Transactions run in a function that exposes a `Tx` object, which represents the transaction state. While inside a transaction, all database operations should be performed using this object. You should never access the origin `DB` object while inside a transaction. Doing so may have side-effects, such as blocking your application. When a transaction fails, it will roll back, and revert all chanages that ocurred to the database during that transaction. There's a single return value that you can use to close the transaction. For read/write transactions, returning an error this way will force the transaction to roll back. When a read/write transaction succeeds all changes are persisted to disk. ### Read-only Transactions A read-only transaction should be used when you don't need to make changes to the data. The advantage of a read-only transaction is that there can be many running concurrently. ```go err := db.View(func(tx *buntdb.Tx) error { ... return nil }) ``` ### Read/write Transactions A read/write transaction is used when you need to make changes to your data. There can only be one read/write transaction running at a time. So make sure you close it as soon as you are done with it. ```go err := db.Update(func(tx *buntdb.Tx) error { ... return nil }) ``` ## Setting and getting key/values To set a value you must open a read/write tranasction: ```go err := db.Update(func(tx *buntdb.Tx) error { err := tx.Set("mykey", "myvalue", nil) return err }) ``` To get the value: ```go err := db.View(func(tx *buntdb.Tx) error { val, err := tx.Get("mykey") if err != nil{ return err } fmt.Printf("value is %s\n", val) return nil }) ``` Getting non-existent values will case an `ErrNotFound` error. ### Iterating All keys/value pairs are ordered in the database by the key. To iterate over the keys: ```go err := db.View(func(tx *buntdb.Tx) error { err := tx.Ascend("", func(key, value string) bool{ fmt.Printf("key: %s, value: %s\n", key, value) }) return err }) ``` There is also `AscendGreaterOrEqual`, `AscendLessThan`, `AscendRange`, `Descend`, `DescendLessOrEqual`, `DescendGreaterThan`, and `DescendRange`. Please see the [documentation](https://godoc.org/github.com/tidwall/buntdb) for more information on these functions. ## Custom Indexes Initially all data is stored in a single [B-tree](https://en.wikipedia.org/wiki/B-tree) with each item having one key and one value. All of these items are ordered by the key. This is great for quickly getting a value from a key or [iterating](#iterating) over the keys. You can also create custom indexes that allow for ordering and [iterating](#iterating) over values. A custom index also uses a B-tree, but it's more flexible because it allows for custom ordering. For example, let's say you want to create an index for ordering names: ```go db.CreateIndex("names", "*", buntdb.IndexString) ``` This will create an index named `names` which stores and sorts all values. The second parameter is a pattern that is used to filter on keys. A `*` wildcard argument means that we want to accept all keys. `IndexString` is a built-in function that performs case-insensitive ordering on the values Now you can add various names: ```go db.Update(func(tx *buntdb.Tx) error { tx.Set("user:0:name", "tom", nil) tx.Set("user:1:name", "Randi", nil) tx.Set("user:2:name", "jane", nil) tx.Set("user:4:name", "Janet", nil) tx.Set("user:5:name", "Paula", nil) tx.Set("user:6:name", "peter", nil) tx.Set("user:7:name", "Terri", nil) return nil }) ``` Finally you can iterate over the index: ```go db.View(func(tx *buntdb.Tx) error { tx.Ascend("names", func(key, val string) bool { fmt.Printf(buf, "%s %s\n", key, val) return true }) return nil }) ``` The output should be: ``` user:2:name jane user:4:name Janet user:5:name Paula user:6:name peter user:1:name Randi user:7:name Terri user:0:name tom ``` The pattern parameter can be used to filter on keys like this: ```go db.CreateIndex("names", "user:*", buntdb.IndexString) ``` Now only items with keys that have the prefix `user:` will be added to the `names` index. ### Built-in types Along with `IndexString`, there is also `IndexInt`, `IndexUint`, and `IndexFloat`. These are built-in types for indexing. You can choose to use these or create your own. So to create an index that is numerically ordered on an age key, we could use: ```go db.CreateIndex("ages", "user:*:age", buntdb.IndexInt) ``` And then add values: ```go db.Update(func(tx *buntdb.Tx) error { tx.Set("user:0:age", "35", nil) tx.Set("user:1:age", "49", nil) tx.Set("user:2:age", "13", nil) tx.Set("user:4:age", "63", nil) tx.Set("user:5:age", "8", nil) tx.Set("user:6:age", "3", nil) tx.Set("user:7:age", "16", nil) return nil }) ``` ```go db.View(func(tx *buntdb.Tx) error { tx.Ascend("ages", func(key, val string) bool { fmt.Printf(buf, "%s %s\n", key, val) return true }) return nil }) ``` The output should be: ``` user:6:name 3 user:5:name 8 user:2:name 13 user:7:name 16 user:0:name 35 user:1:name 49 user:4:name 63 ``` ### Spatial Indexes BuntDB has support for spatial indexes by storing rectangles in an [R-tree](https://en.wikipedia.org/wiki/R-tree). An R-tree is organized in a similar manner as a [B-tree](https://en.wikipedia.org/wiki/B-tree), and both are balanced trees. But, an R-tree is special because it can operate on data that is in multiple dimensions. This is super handy for Geospatial applications. To create a spatial index use the `CreateSpatialIndex` function: ```go db.CreateSpatialIndex("fleet", "fleet:*:pos", buntdb.IndexRect) ``` Then `IndexRect` is a built-in function that converts rect strings to a format that the R-tree can use. It's easy to use this function out of the box, but you might find it better to create a custom one that renders from a different format, such as [Well-known text](https://en.wikipedia.org/wiki/Well-known_text) or [GeoJSON](http://geojson.org/). To add some lon,lat points to the `fleet` index: ```go db.Update(func(tx *buntdb.Tx) error { tx.Set("fleet:0:pos", "[-115.567 33.532]", nil) tx.Set("fleet:1:pos", "[-116.671 35.735]", nil) tx.Set("fleet:2:pos", "[-113.902 31.234]", nil) return nil }) ``` And then you can run the `Intersects` function on the index: ```go db.View(func(tx *buntdb.Tx) error { tx.Intersects("fleet", "[-117 30],[-112 36]", func(key, val string) bool { ... return true }) return nil }) ``` This will get all three positions. The bracket syntax `[-117 30],[-112 36]` is unique to BuntDB, and it's how the built-in rectangles are processed, but you are not limited to this syntax. Whatever Rect function you choose to use during `CreateSpatialIndex` will be used to process the paramater, in this case it's `IndexRect`. ### Data Expiration Items can be automatically evicted by using the `SetOptions` object in the `Set` function to set a `TTL`. ```go db.Update(func(tx *buntdb.Tx) error { tx.Set("mykey", "myval", &buntdb.SetOptions{Expires:true, TTL:time.Second}) return nil }) ``` Now `mykey` will automatically be deleted after one second. You can remove the TTL by setting the value again with the same key/value, but with the options parameter set to nil. ## Contact Josh Baker [@tidwall](http://twitter.com/tidwall) ## License BuntDB source code is available under the MIT [License](/LICENSE).