Timestamp-orderable UUIDs for Python, written in Rust.
Project description
UUIDT
Timestamp-orderable UUIDs for Python, written in Rust.
Installation
pip install uuidt
Usage
import uuidt
# Create a new UUIDT
u = uuidt.new('my-namespace')
# Print the UUIDT properties
print(u.namespace)
print(u.timestamp)
print(u.hostname)
print(u.random_chars)
# Convert to a string
print(str(u))
# Extract the timestamp from a UUIDT string
print(uuidt.extract_timestamp("cr3su3qh-4ium-00bk-00ip-vqlpgpomk3dv"))
# 1678562753992474990
Motivation
UUIDs are great for generating unique identifiers, but they are not necessarily time-orderable. This is a problem if you want to generate a UUID for a new record in a database, and then use that UUID to order the records by creation time.
Many databases avoid this problem using auto-incrementing integer IDs, but this isn't possible in distributed databases like CockroachDB, so a UUID is typically used as the primary key instead.
This library generates UUIDs that are time-orderable. The first 12 alphanumeric characters of the UUID are a nanosecond-precision timestamp which has been base-36 encoded, so they can be sorted lexicographically. The remaining 20 characters are a combination of a namespace, the hostname of the machine that generated the UUID, and a random string.
Technically, UUID1s are also time-orderable, but they are not guaranteed to be ordered by creation time, and it can be difficult to extract the timestamp from a UUID1.
Why Rust?
Mostly as a learning opportunity for me, though also for speed. The Rust implementation is significantly faster than the Python implementation, which used Numpy to convert to base-36.
What if I don't want the Rust implementation?
UUIDT should be installable as a wheel on most systems, but if you hate Ferris and want to use the Python implementation instead, here's some equivalent code:
import random
import socket
import time
import numpy as np
BASE = 36
DIVISOR = BASE - 1
CHARACTERS = list('0123456789abcdefghijklmnopqrstuvwxyz')[:BASE]
class UUIDT:
def __init__(self, namespace: str, timestamp: int, hostname: str, random_chars: str):
self.namespace = namespace
self.timestamp = timestamp
self.hostname = hostname
self.random_chars = random_chars
def __str__(self):
hostname_enc = sum(self.hostname.encode('utf-8'))
namespace_enc = sum(self.namespace.encode('utf-8'))
timestamp_str = np.base_repr(self.timestamp, 36).lower()
hostname_str = np.base_repr(hostname_enc, 36).lower()
namespace_str = np.base_repr(namespace_enc, 36).lower()
return (
f'{timestamp_str[:8]}-{timestamp_str[8:]}-{hostname_str:0>4}-'
f'{namespace_str:0>4}-{self.random_chars}'
)
def new(namespace: str) -> UUIDT:
timestamp = time.time_ns()
hostname = socket.gethostname()
random_chars = ''.join(random.choices(CHARACTERS, k=4))
return UUIDT(namespace, timestamp, hostname, random_chars)
License
MIT
Using UUIDT in your project
While UUIDT is MIT licensed, I'm really curious to seeing the projects that
use it! If you use UUIDT in your project, I'd love to hear about it! Please
let me know by either opening an issue or sending me an email at the address
in the pyproject.toml
file.
Contributing
Contributions are welcome! Just open an issue or a pull request.
Project details
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