Universally Unique Lexicographically Sortable Identifier
Project description
Universally Unique Lexicographically Sortable Identifier in Python 3.
Status
This project is actively maintained.
Installation
To install ulid from pip:
$ pip install ulid-py
To install ulid from source:
$ git clone git@github.com:ahawker/ulid.git
$ cd ulid && python setup.py install
Usage
Create a brand new ULID.
The timestamp value (48-bits) is from time.time() with millisecond precision.
The randomness value (80-bits) is from os.urandom().
>>> import ulid
>>> ulid.new()
<ULID('01BJQE4QTHMFP0S5J153XCFSP9')>
Create a new ULID from an existing 128-bit value, such as a UUID.
Supports ULID values as int, bytes, str, and UUID types.
>>> import ulid, uuid
>>> value = uuid.uuid4()
>>> value
UUID('0983d0a2-ff15-4d83-8f37-7dd945b5aa39')
>>> ulid.from_uuid(value)
<ULID('09GF8A5ZRN9P1RYDVXV52VBAHS')>
Create a new ULID from an existing timestamp value, such as a datetime object.
Supports timestamp values as int, float, str, bytes, bytearray, memoryview, datetime, Timestamp, and ULID types.
>>> import datetime, ulid
>>> ulid.from_timestamp(datetime.datetime(1999, 1, 1))
<ULID('00TM9HX0008S220A3PWSFVNFEH')>
Create a new ULID from an existing randomness value.
Supports randomness values as int, float, str, bytes, bytearray, memoryview, Randomness, and ULID types.
>>> import os, ulid
>>> randomness = os.urandom(10)
>>> ulid.from_randomness(randomness)
>>> <ULID('01BJQHX2XEDK0VN0GMYWT9JN8S')>
Once you have a ULID object, there are a number of ways to interact with it.
The timestamp method will give you a snapshot view of the first 48-bits of the ULID while the randomness method will give you a snapshot of the last 80-bits.
>>> import ulid
>>> u = ulid.new()
>>> u
<ULID('01BJQM7SC7D5VVTG3J68ABFQ3N')>
>>> u.timestamp()
<Timestamp('01BJQM7SC7')>
>>> u.randomness()
<Randomness('D5VVTG3J68ABFQ3N')>
The ULID, Timestamp, and Randomness classes all derive from the same base class, a MemoryView.
A MemoryView provides the str, int, and bytes methods for changing any values representation.
>>> import ulid
>>> u = ulid.new()
>>> u
<ULID('01BJQMF54D093DXEAWZ6JYRPAQ')>
>>> u.timestamp()
<Timestamp('01BJQMF54D')>
>>> u.timestamp().int
1497589322893
>>> u.timestamp().bytes
b'\x01\\\xafG\x94\x8d'
>>> u.timestamp().datetime
datetime.datetime(2017, 6, 16, 5, 2, 2, 893000)
>>> u.randomness().bytes
b'\x02F\xde\xb9\\\xf9\xa5\xecYW'
>>> u.bytes[6:] == u.randomness().bytes
True
>>> u.str
'01BJQMF54D093DXEAWZ6JYRPAQ'
>>> u.int
1810474399624548315999517391436142935
A MemoryView also provides rich comparison functionality.
>>> import datetime, time, ulid
>>> u1 = ulid.new()
>>> time.sleep(5)
>>> u2 = ulid.new()
>>> u1 < u2
True
>>> u3 = ulid.from_timestamp(datetime.datetime(2039, 1, 1))
>>> u1 < u2 < u3
True
>>> [u.timestamp().datetime for u in sorted([u2, u3, u1])]
[datetime.datetime(2017, 6, 16, 5, 7, 14, 847000), datetime.datetime(2017, 6, 16, 5, 7, 26, 775000), datetime.datetime(2039, 1, 1, 8, 0)]
Future Items
Collection of benchmarks to track performance.
Backport to Python 2.7?
See Github Issues for more!
Goals
A fast implementation in pure python of the spec with binary format support.
Contributing
If you would like to contribute, simply fork the repository, push your changes and send a pull request. Pull requests will be brought into the master branch via a rebase and fast-forward merge with the goal of having a linear branch history with no merge commits.
License
Why not UUID?
UUID can be suboptimal for many uses-cases because:
It isn’t the most character efficient way of encoding 128 bits of randomness
UUID v1/v2 is impractical in many environments, as it requires access to a unique, stable MAC address
UUID v3/v5 requires a unique seed and produces randomly distributed IDs, which can cause fragmentation in many data structures
UUID v4 provides no other information than randomness which can cause fragmentation in many data structures
ULID provides:
128-bit compatibility with UUID
1.21e+24 unique ULIDs per millisecond
Lexicographically sortable!
Canonically encoded as a 26 character string, as opposed to the 36 character UUID
Uses Crockford’s base32 for better efficiency and readability (5 bits per character)
Case insensitive
No special characters (URL safe)
Specification
Below is the current specification of ULID as implemented in this repository.
The binary format is implemented.
01AN4Z07BY 79KA1307SR9X4MV3 |----------| |----------------| Timestamp Randomness 10chars 16chars 48bits 80bits
Components
Timestamp * 48 bit integer * UNIX-time in milliseconds * Won’t run out of space till the year 10895 AD.
Randomness * 80 bits * Cryptographically secure source of randomness, if possible
Sorting
The left-most character must be sorted first, and the right-most character sorted last (lexical order). The default ASCII character set must be used. Within the same millisecond, sort order is not guaranteed
Encoding
Crockford’s Base32 is used as shown. This alphabet excludes the letters I, L, O, and U to avoid confusion and abuse.
0123456789ABCDEFGHJKMNPQRSTVWXYZ
Binary Layout and Byte Order
The components are encoded as 16 octets. Each component is encoded with the Most Significant Byte first (network byte order).
0 1 2 3 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ | 32_bit_uint_time_high | +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ | 16_bit_uint_time_low | 16_bit_uint_random | +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ | 32_bit_uint_random | +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ | 32_bit_uint_random | +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+
String Representation
ttttttttttrrrrrrrrrrrrrrrr where t is Timestamp r is Randomness
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