Once (Once v0.0.8)
View SourceOnce is an Ecto type for locally unique 64-bits IDs generated by multiple Elixir nodes. Locally unique IDs make it easier to keep things separated, simplify caching and simplify inserting related things (because you don't have to wait for the database to return the ID). A Once can be generated in multiple ways:
- counter (default): really fast to generate, predictable, works well with b-tree indexes
- encrypted: unique and unpredictable, like a UUIDv4 but shorter
- sortable: time-sortable like a Snowflake ID
A Once can look however you want, and can be stored in multiple ways as well. By default, in Elixir it's a url64-encoded 11-char string, and in the database it's a signed bigint. By using the :ex_format
and :db_format
options, you can choose both the Elixir and storage format out of format/0
. You can pick any combination and use to_format/2
to transform them as you wish!
Because a Once fits into an SQL bigint, they use little space and keep indexes small and fast. Because of their structure they have counter-like data locality, which helps your indexes perform well, unlike UUIDv4s. If you don't care about that and want unpredictable IDs, you can use encrypted IDs that seem random and are still unique.
The actual values are generated by NoNoncense
, which performs incredibly well, hitting rates of tens of millions of nonces per second, and it also helps you to safeguard the uniqueness guarantees.
The library has only Ecto
and its sibling NoNoncense
as dependencies.
Usage
To get going, you need to set up a NoNoncense
instance to generate the base unique values. Follow its documentation to do so. Once
expects an instance with its own module name by default, like so:
# application.ex (read the NoNoncense docs!)
machine_id = NoNoncense.MachineId.id!(opts)
NoNoncense.init(name: Once, machine_id: machine_id)
In your Ecto
schemas, you can then use the type:
schema "things" do
field :id, Once
end
And that's it!
Options
The Ecto type takes a few optional parameters:
:no_noncense
name of the NoNoncense instance used to generate new IDs (defaultOnce
):ex_format
what an ID looks like in Elixir, one offormat/0
(default:url64
). Be sure to read the caveats.:db_format
what an ID looks like in your database, one offormat/0
(default:signed
):nonce_type
how the nonce is generated, one ofnonce_type/0
(default:counter
):get_key
a zero-arity getter for the 192-bits encryption key, required if encryption is enabled:encrypt?
deprecated, usenonce_type: :encrypted
(defaultfalse
).
Data formats
There's a drawback to having different data formats for Elixir and SQL: it makes it harder to compare the two. The following are all the same ID:
-1
<<255, 255, 255, 255, 255, 255, 255, 255>>
"__________8"
18_446_744_073_709_551_615
"ffffffffffffffff"
If you use the defaults :url64
as the Elixir format and :signed
in your database, you could see "AAAAAACYloA"
in Elixir and 10_000_000
in your database. The reasoning behind these defaults is that the encoded format is readable, short, and JSON safe by default, while the signed format means you can use a standard bigint column type.
The negative integers will not cause problems with Postgres and MySQL, they both happily swallow them. Also, negative integers will only start to appear after ~70 years of usage.
If you don't like the formats, it's really easy to change them! The Elixir format especially, which can be changed at any time.
The supported formats are:
:url64
a url64-encoded string of 11 characters, for example"AAjhfZyAAAE"
:hex
a hex-encoded string of 16 characters, for example"E010831058218A39"
:raw
a bitstring of 64 bits, for example<<0, 8, 225, 125, 156, 128, 0, 2>>
:signed
a signed 64-bits integer, like-12345
, between -(2^63) and 2^63-1:unsigned
an unsigned 64-bits integer, like67890
, between 0 and 2^64-1
Elixir format caveats
Some caveats apply to the :ex_format
options.
Don't use raw integers with JS clients
Encode :signed
and :unsigned
as strings.
While JSON does not impose a precision limit on numbers, JavaScript can't deal with >= 2^53 numbers. That means the first 11 nonce bits can't be used, so the first 11 timestamp bits can't be used, which leaves 33 timestamp bits, which will run out after exactly 24 days, so let's say immediately. If you want to use integers, convert them to strings.
ex_format: :signed
and :unsigned
disable encoded binary parsing
If you use an integer format as :ex_format
, casting and dumping hex-encoded, url64-encoded and raw formats will be disabled. On the other hand, parsing numeric strings ("123") will be supported.
That's because we can't disambiguate some binaries that are valid hex, url64 and raw binaries and also valid numeric strings. An example is "12345678901", which is either integer 12_345_678_901 or url64-encoded <<215, 109, 248, 231, 174, 252, 247, 77>>
(a.k.a. quite a different number).
By treating all incoming binaries as either a valid numeric string or invalid when using an integer Elixir format, this ambiguity is resolved at the cost of some flexibility. Note that to_format/2
does not support numeric strings, but that does mean it converts reliably between formats once values have been cast/dumped/loaded.
ex_format: :hex
, :url64
and :raw
disable numeric string parsing
If you use hex-encoded, url64-encoded or raw binary as :ex_format
, parsing numeric strings will be disabled. On the other hand, parsing those binary formats is enabled.
On local uniqueness
By locally unique, we mean unique within your domain or application. UUIDs are globally unique across domains, servers and applications. A Once is not, because 64 bits is not enough to achieve that. It is enough for local uniqueness however: you can generate 8 million IDs per second on 512 machines in parallel for 140 years straight before you run out of bits, by which time your great-grandchildren will deal with the problem. Even higher burst rates are possible and you can use separate NoNoncense
instanses for every table if you wish.
Encrypted IDs
By default, IDs are generated using a machine init timestamp, machine ID and counter (although they should be considered to be opague). This means they leak a little information and are somewhat predictable. If you don't like that, you can use encrypted IDs by passing options nonce_type: :encrypted
and get_key: fn -> <<_::192>> end
. Note that encrypted IDs will cost you the data locality and decrease index performance a little. The encryption algorithm is 3DES and that can't be changed. If you want to know why, take a look at NoNoncense.
Summary
Types
Formats in which a Once
can be rendered.
They are all equivalent and can be transformed to one another.
The way in which the underlying 64-bits nonce is generated.
Types
@type format() :: :url64 | :raw | :signed | :unsigned | :hex
Formats in which a Once
can be rendered.
They are all equivalent and can be transformed to one another.
:url64
a url64-encoded string of 11 characters, for example"AAjhfZyAAAE"
:hex
a hex-encoded string of 16 characters, for example"E010831058218A39"
:raw
a bitstring of 64 bits, for example<<0, 8, 225, 125, 156, 128, 0, 2>>
:signed
a signed 64-bits integer, like-12345
, between -(2^63) and 2^63-1:unsigned
an unsigned 64-bits integer, like67890
, between 0 and 2^64-1
@type nonce_type() :: :counter | :encrypted | :sortable
The way in which the underlying 64-bits nonce is generated.
See NoNoncense
for details.
@type opts() :: [ no_noncense: module(), ex_format: format(), db_format: format(), encrypt?: boolean(), get_key: (-> <<_::24>>), nonce_type: nonce_type() ]
Options to initialize Once
.
:no_noncense
name of the NoNoncense instance used to generate new IDs (defaultOnce
):ex_format
what an ID looks like in Elixir, one offormat/0
(default:url64
). Be sure to read the caveats.:db_format
what an ID looks like in your database, one offormat/0
(default:signed
):nonce_type
how the nonce is generated, one ofnonce_type/0
(default:counter
):get_key
a zero-arity getter for the 192-bits encryption key, required if encryption is enabled:encrypt?
deprecated, usenonce_type: :encrypted
(defaultfalse
).
Functions
Transform the different forms that a Once
can take to one another.
The formats can be found in format/0
.
iex> Once.to_format("4BCDEFghijk", :raw)
{:ok, <<224, 16, 131, 16, 88, 33, 138, 57>>}
iex> Once.to_format(<<224, 16, 131, 16, 88, 33, 138, 57>>, :signed)
{:ok, -2301195303365014983}
iex> Once.to_format(-2301195303365014983, :unsigned)
{:ok, 16145548770344536633}
iex> Once.to_format(16145548770344536633, :hex)
{:ok, "e010831058218a39"}
iex> Once.to_format("E010831058218a39", :url64)
{:ok, "4BCDEFghijk"}
iex> Once.to_format(-1, :url64)
{:ok, "__________8"}
iex> Once.to_format("__________8", :raw)
{:ok, <<255, 255, 255, 255, 255, 255, 255, 255>>}
iex> Once.to_format(<<255, 255, 255, 255, 255, 255, 255, 255>>, :unsigned)
{:ok, 18446744073709551615}
iex> Once.to_format(18446744073709551615, :hex)
{:ok, "ffffffffffffffff"}
iex> Once.to_format("ffffffffffffffff", :signed)
{:ok, -1}
iex> Once.to_format(Integer.pow(2, 64), :unsigned)
:error
Same as to_format/2
but raises on error.
iex> -200
...> |> Once.to_format!(:url64)
...> |> Once.to_format!(:raw)
...> |> Once.to_format!(:unsigned)
...> |> Once.to_format!(:hex)
...> |> Once.to_format!(:signed)
-200
iex> Once.to_format!(Integer.pow(2, 64), :unsigned)
** (ArgumentError) value could not be parsed: 18446744073709551616