IdGen

by RobThree

RobThree / IdGen

Twitter Snowflake-alike ID generator for .Net

499 Stars 85 Forks Last release: 4 months ago (3.0.0) MIT License 103 Commits 9 Releases

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Logo IdGen

Build status NuGet version

Twitter Snowflake-alike ID generator for .Net. Available as Nuget package

Why

In certain situations you need a low-latency, distributed, uncoordinated, (roughly) time ordered, compact and highly available Id generation system. This project was inspired by Twitter's Snowflake project which has been retired. Note that this project was inspired by Snowflake but is not an exact implementation. This library provides a basis for Id generation; it does not provide a service for handing out these Id's nor does it provide generator-id ('worker-id') coordination.

How it works

IdGen generates, like Snowflake, 64 bit Id's. The Sign Bit is unused since this can cause incorrect ordering on some systems that cannot use unsigned types and/or make it hard to get correct ordering. So, in effect, IdGen generates 63 bit Id's. An Id consists of 3 parts:

  • Timestamp
  • Generator-id
  • Sequence

An Id generated with a Default

IdStructure
is structured as follows:

Id structure

However, using the

IdStructure
class you can tune the structure of the created Id's to your own needs; you can use 45 bits for the timestamp, 2 bits for the generator-id and 16 bits for the sequence if you prefer. As long as all 3 parts (timestamp, generator and sequence) add up to 63 bits you're good to go!

The timestamp-part of the Id should speak for itself; by default this is incremented every millisecond and represents the number of milliseconds since a certain epoch. However, IdGen relies on an

ITimeSource
which uses a 'tick' that can be defined to be anything; be it a millisecond (default), a second or even a day or nanosecond (hardware support etc. permitting). By default IdGen uses 2015-01-01 0:00:00Z as epoch, but you can specify a custom epoch too.

The generator-id-part of the Id is the part that you 'configure'; it could correspond to a host, thread, datacenter or continent: it's up to you. However, the generator-id should be unique in the system: if you have several hosts or threads generating Id's, each host or thread should have it's own generator-id. This could be based on the hostname, a config-file value or even be retrieved from an coordinating service. Remember: a generator-id should be unique within the entire system to avoid collisions!

The sequence-part is simply a value that is incremented each time a new Id is generated within the same tick (again, by default, a millisecond but can be anything); it is reset every time the tick changes.

System Clock Dependency

We recommend you use NTP to keep your system clock accurate. IdGen protects from non-monotonic clocks, i.e. clocks that run backwards. The

DefaultTimeSource
relies on a 64bit monotonic, increasing only, system counter. However, we still recommend you use NTP to keep your system clock accurate; this will prevent duplicate Id's between system restarts for example.

The

DefaultTimeSource
relies on a
Stopwatch
for calculating the 'ticks' but you can implement your own time source by simply implementing the
ITimeSource
interface.

Getting started

Install the Nuget package and write the following code:

using IdGen;
using System.Linq;

class Program { static void Main(string[] args) { var generator = new IdGenerator(0); var id = generator.CreateId(); } }

Voila. You have created your first Id! Want to create 100 Id's? Instead of:

var id = generator.CreateId();

write:

var id = generator.Take(100);

This is because the

IdGenerator()
implements
IEnumerable
providing you with a never-ending stream of Id's (so you might want to be careful doing a
.Select(...)
or
Count()
on it!).

The above example creates a default

IdGenerator
with the GeneratorId (or: 'Worker Id') set to 0 and using a
DefaultTimeSource
. If you're using multiple generators (across machines or in separate threads or...) you'll want to make sure each generator is assigned it's own unique Id. One way of doing this is by simply storing a value in your configuration file for example, another way may involve a service handing out GeneratorId's to machines/threads. IdGen does not provide a solution for this since each project or setup may have different requirements or infrastructure to provide these generator-id's.

The below sample is a bit more complicated; we set a custom epoch, define our own id-structure for generated Id's and then display some information about the setup:

using IdGen;
using System;

class Program { static void Main(string[] args) { // Let's say we take april 1st 2020 as our epoch var epoch = new DateTime(2020, 4, 1, 0, 0, 0, DateTimeKind.Utc);

    // Create an ID with 45 bits for timestamp, 2 for generator-id 
    // and 16 for sequence
    var structure = new IdStructure(45, 2, 16);

    // Prepare options
    var options = new IdGeneratorOptions(structure, new DefaultTimeSource(epoch));

    // Create an IdGenerator with it's generator-id set to 0, our custom epoch 
    // and id-structure
    var generator = new IdGenerator(0, options);

    // Let's ask the id-structure how many generators we could instantiate 
    // in this setup (2 bits)
    Console.WriteLine("Max. generators       : {0}", structure.MaxGenerators);

    // Let's ask the id-structure how many sequential Id's we could generate 
    // in a single ms in this setup (16 bits)
    Console.WriteLine("Id's/ms per generator : {0}", structure.MaxSequenceIds);

    // Let's calculate the number of Id's we could generate, per ms, should we use
    // the maximum number of generators
    Console.WriteLine("Id's/ms total         : {0}", structure.MaxGenerators * structure.MaxSequenceIds);


    // Let's ask the id-structure configuration for how long we could generate Id's before
    // we experience a 'wraparound' of the timestamp
    Console.WriteLine("Wraparound interval   : {0}", structure.WraparoundInterval(generator.Options.TimeSource));

    // And finally: let's ask the id-structure when this wraparound will happen
    // (we'll have to tell it the generator's epoch)
    Console.WriteLine("Wraparound date       : {0}", structure.WraparoundDate(generator.Options.TimeSource.Epoch, generator.Options.TimeSource).ToString("O"));
}

}

Output:

Max. generators       : 4
Id's/ms per generator : 65536
Id's/ms total         : 262144
Wraparound interval   : 407226.12:41:28.8320000 (about 1114 years)
Wraparound date       : 3135-03-14T12:41:28.8320000+00:00

IdGen also provides an

ITimeSouce
interface; this can be handy for unittesting purposes or if you want to provide a time-source for the timestamp part of your Id's that is not based on the system time. For unittesting we use our own
MockTimeSource
.
  
    

The attributes (

name
,
id
,
epoch
,
timestampBits
,
generatorIdBits
and
sequenceBits
) are required. The
tickDuration
is optional and defaults to the default tickduration from a
DefaultTimeSource
. The
sequenceOverflowStrategy
is optional too and defaults to
Throw
. Valid DateTime notations for the epoch are:
  • yyyy-MM-ddTHH:mm:ss
  • yyyy-MM-dd HH:mm:ss
  • yyyy-MM-dd

You can get the IdGenerator from the config using the following code:

var generator = AppConfigFactory.GetFromConfig("foo");

Upgrading from 2.x to 3.x

Upgrading from 2.x to 3.x should be pretty straightforward. The following things have changed:

  • Most of the constructor overloads for the
    IdGenerator
    have been replaced with a single constructor which accepts
    IdGeneratorOptions
    that contains the
    ITimeSource
    ,
    IdStructure
    and
    SequenceOverflowStrategy
  • The
    MaskConfig
    class is now more appropriately named
    IdStructure
    since it describes the structure of the generated ID's.
  • The
    UseSpinWait
    property has moved to the
    IdGeneratorOptions
    and is now an enum of type
    SequenceOverflowStrategy
    instead of a boolean value. Note that this property has also been renamed in the config file (from
    useSpinWait
    to
    sequenceOverflowStrategy
    ) and is no longer a boolean but requires one of the values from
    SequenceOverflowStrategy
    .
  • ID
    is now
    Id
    (only used as return value by the
    FromId()
    method)

The generated 2.x ID's are still compatible with 3.x ID's. This release is mostly better and more consistent naming of objects.


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