dify/api/libs/uuid_utils.py
QuantumGhost ddfd8c8525
feat(api): add UUIDv7 implementation in SQL and Python (#22058)
This PR introduces UUIDv7 implementations in both Python and SQL to establish the foundation for migrating from UUIDv4 to UUIDv7 as proposed in #19754.

ID generation algorithm of existing models are not changed, and new models should use UUIDv7 for ID generation.

Close #19754.
2025-07-16 13:07:08 +08:00

165 lines
6.2 KiB
Python

import secrets
import struct
import time
import uuid
# Reference for UUIDv7 specification:
# RFC 9562, Section 5.7 - https://www.rfc-editor.org/rfc/rfc9562.html#section-5.7
# Define the format for packing the timestamp as an unsigned 64-bit integer (big-endian).
#
# For details on the `struct.pack` format, refer to:
# https://docs.python.org/3/library/struct.html#byte-order-size-and-alignment
_PACK_TIMESTAMP = ">Q"
# Define the format for packing the 12-bit random data A (as specified in RFC 9562 Section 5.7)
# into an unsigned 16-bit integer (big-endian).
_PACK_RAND_A = ">H"
def _create_uuidv7_bytes(timestamp_ms: int, random_bytes: bytes) -> bytes:
"""Create UUIDv7 byte structure with given timestamp and random bytes.
This is a private helper function that handles the common logic for creating
UUIDv7 byte structure according to RFC 9562 specification.
UUIDv7 Structure:
- 48 bits: timestamp (milliseconds since Unix epoch)
- 12 bits: random data A (with version bits)
- 62 bits: random data B (with variant bits)
The function performs the following operations:
1. Creates a 128-bit (16-byte) UUID structure
2. Packs the timestamp into the first 48 bits (6 bytes)
3. Sets the version bits to 7 (0111) in the correct position
4. Sets the variant bits to 10 (binary) in the correct position
5. Fills the remaining bits with the provided random bytes
Args:
timestamp_ms: The timestamp in milliseconds since Unix epoch (48 bits).
random_bytes: Random bytes to use for the random portions (must be 10 bytes).
First 2 bytes are used for random data A (12 bits after version).
Last 8 bytes are used for random data B (62 bits after variant).
Returns:
A 16-byte bytes object representing the complete UUIDv7 structure.
Note:
This function assumes the random_bytes parameter is exactly 10 bytes.
The caller is responsible for providing appropriate random data.
"""
# Create the 128-bit UUID structure
uuid_bytes = bytearray(16)
# Pack timestamp (48 bits) into first 6 bytes
uuid_bytes[0:6] = struct.pack(_PACK_TIMESTAMP, timestamp_ms)[2:8] # Take last 6 bytes of 8-byte big-endian
# Next 16 bits: random data A (12 bits) + version (4 bits)
# Take first 2 random bytes and set version to 7
rand_a = struct.unpack(_PACK_RAND_A, random_bytes[0:2])[0]
# Clear the highest 4 bits to make room for the version field
# by performing a bitwise AND with 0x0FFF (binary: 0b0000_1111_1111_1111).
rand_a = rand_a & 0x0FFF
# Set the version field to 7 (binary: 0111) by performing a bitwise OR with 0x7000 (binary: 0b0111_0000_0000_0000).
rand_a = rand_a | 0x7000
uuid_bytes[6:8] = struct.pack(_PACK_RAND_A, rand_a)
# Last 64 bits: random data B (62 bits) + variant (2 bits)
# Use remaining 8 random bytes and set variant to 10 (binary)
uuid_bytes[8:16] = random_bytes[2:10]
# Set variant bits (first 2 bits of byte 8 should be '10')
uuid_bytes[8] = (uuid_bytes[8] & 0x3F) | 0x80 # Set variant to 10xxxxxx
return bytes(uuid_bytes)
def uuidv7(timestamp_ms: int | None = None) -> uuid.UUID:
"""Generate a UUID version 7 according to RFC 9562 specification.
UUIDv7 features a time-ordered value field derived from the widely
implemented and well known Unix Epoch timestamp source, the number of
milliseconds since midnight 1 Jan 1970 UTC, leap seconds excluded.
Structure:
- 48 bits: timestamp (milliseconds since Unix epoch)
- 12 bits: random data A (with version bits)
- 62 bits: random data B (with variant bits)
Args:
timestamp_ms: The timestamp used when generating UUID, use the current time if unspecified.
Should be an integer representing milliseconds since Unix epoch.
Returns:
A UUID object representing a UUIDv7.
Example:
>>> import time
>>> # Generate UUIDv7 with current time
>>> uuid_current = uuidv7()
>>> # Generate UUIDv7 with specific timestamp
>>> uuid_specific = uuidv7(int(time.time() * 1000))
"""
if timestamp_ms is None:
timestamp_ms = int(time.time() * 1000)
# Generate 10 random bytes for the random portions
random_bytes = secrets.token_bytes(10)
# Create UUIDv7 bytes using the helper function
uuid_bytes = _create_uuidv7_bytes(timestamp_ms, random_bytes)
return uuid.UUID(bytes=uuid_bytes)
def uuidv7_timestamp(id_: uuid.UUID) -> int:
"""Extract the timestamp from a UUIDv7.
UUIDv7 contains a 48-bit timestamp field representing milliseconds since
the Unix epoch (1970-01-01 00:00:00 UTC). This function extracts and
returns that timestamp as an integer representing milliseconds since the epoch.
Args:
id_: A UUID object that should be a UUIDv7 (version 7).
Returns:
The timestamp as an integer representing milliseconds since Unix epoch.
Raises:
ValueError: If the provided UUID is not version 7.
Example:
>>> uuid_v7 = uuidv7()
>>> timestamp = uuidv7_timestamp(uuid_v7)
>>> print(f"UUID was created at: {timestamp} ms")
"""
# Verify this is a UUIDv7
if id_.version != 7:
raise ValueError(f"Expected UUIDv7 (version 7), got version {id_.version}")
# Extract the UUID bytes
uuid_bytes = id_.bytes
# Extract the first 48 bits (6 bytes) as the timestamp in milliseconds
# Pad with 2 zero bytes at the beginning to make it 8 bytes for unpacking as Q (unsigned long long)
timestamp_bytes = b"\x00\x00" + uuid_bytes[0:6]
ts_in_ms = struct.unpack(_PACK_TIMESTAMP, timestamp_bytes)[0]
# Return timestamp directly in milliseconds as integer
assert isinstance(ts_in_ms, int)
return ts_in_ms
def uuidv7_boundary(timestamp_ms: int) -> uuid.UUID:
"""Generate a non-random uuidv7 with the given timestamp (first 48 bits) and
all random bits to 0. As the smallest possible uuidv7 for that timestamp,
it may be used as a boundary for partitions.
"""
# Use zero bytes for all random portions
zero_random_bytes = b"\x00" * 10
# Create UUIDv7 bytes using the helper function
uuid_bytes = _create_uuidv7_bytes(timestamp_ms, zero_random_bytes)
return uuid.UUID(bytes=uuid_bytes)