Is python uuid1 sequential as timestamps?
I stumbled upon a probable answer in Cassandra/Python from http://doanduyhai.wordpress.com/2012/07/05/apache-cassandra-tricks-and-traps/
Lexicographic TimeUUID ordering
Cassandra provides, among all the primitive types, support for UUID values of type 1 (time and server based) and type 4 (random).
The primary use of UUID (Unique Universal IDentifier) is to obtain a really unique identifier in a potentially distributed environment.
Cassandra does support version 1 UUID. It gives you an unique identifier by combining the computer’s MAC address and the number of 100-nanosecond intervals since the beginning of the Gregorian calendar.
As you can see the precision is only 100 nanoseconds, but fortunately it is mixed with a clock sequence to add randomness. Furthermore the MAC address is also used to compute the UUID so it’s very unlikely that you face collision on one cluster of machine, unless you need to process a really really huge volume of data (don’t forget, not everyone is Twitter or Facebook).
One of the most relevant use case for UUID, and espcecially TimeUUID, is to use it as column key. Since Cassandra column keys are sorted, we can take advantage of this feature to have a natural ordering for our column families.
The problem with the default com.eaio.uuid.UUID provided by the Hector client is that it’s not easy to work with. As an ID you may need to bring this value from the server up to the view layer, and that’s the gotcha.
Basically, com.eaio.uuid.UUID overrides the toString() to gives a String representation of the UUID. However this String formatting cannot be sorted lexicographically…
Below are some TimeUUID generated consecutively:
8e4cab00-c481-11e1-983b-20cf309ff6dc at some t1
2b6e3160-c482-11e1-addf-20cf309ff6dc at some t2 with t2 > t1
“2b6e3160-c482-11e1-addf-20cf309ff6dc”.compareTo(“8e4cab00-c481-11e1-983b-20cf309ff6dc”)
gives -6 meaning that “2b6e3160-c482-11e1-addf-20cf309ff6dc” is less/before “8e4cab00-c481-11e1-983b-20cf309ff6dc” which is incorrect.
The current textual display of TimeUUID is split as follow:
time_low – time_mid – time_high_and_version – variant_and_sequence – node
If we re-order it starting with time_high_and_version, we can then sort it lexicographically:
time_high_and_version – time_mid – time_low – variant_and_sequence – node
The utility class is given below:
public static String reorderTimeUUId(String originalTimeUUID)
{
StringTokenizer tokens = new StringTokenizer(originalTimeUUID, "-");
if (tokens.countTokens() == 5)
{
String time_low = tokens.nextToken();
String time_mid = tokens.nextToken();
String time_high_and_version = tokens.nextToken();
String variant_and_sequence = tokens.nextToken();
String node = tokens.nextToken();
return time_high_and_version + '-' + time_mid + '-' + time_low + '-' + variant_and_sequence + '-' + node;
}
return originalTimeUUID;
}
The TimeUUIDs become:
11e1-c481-8e4cab00-983b-20cf309ff6dc
11e1-c482-2b6e3160-addf-20cf309ff6dc
Now we get:
"11e1-c481-8e4cab00-983b-20cf309ff6dc".compareTo("11e1-c482-2b6e3160-addf-20cf309ff6dc") = -1
UUIDs Not Sequential
No, standard UUIDs are not meant to be sequential.
Apparently some attempts were made with GUIDs (Microsoft's twist on UUIDs) to make them sequential to help with performance in certain database scenarios. But being sequential is not the intent of UUIDs. http://en.wikipedia.org/wiki/Globally_unique_identifier
MAC Is Last, Not First
No, in standard UUIDs, the MAC address is not the first component. The MAC address is the last component in a Version 1 UUID. http://en.wikipedia.org/wiki/Universally_unique_identifier
Do Not Assume Which Type Of UUID
The various versions of UUIDs are meant to be compatible with each other. So it may be unreasonable to expect that you always have Version 1 UUIDs. Other programmers may use other versions.
Specification
Read the UUID spec, RFC 4122, by the IETF. Only a dozen pages long.
From the python UUID docs:
Generate a UUID from a host ID, sequence number, and the current time. If node is not given, getnode() is used to obtain the hardware address. If clock_seq is given, it is used as the sequence number; otherwise a random 14-bit sequence number is chosen.
From this, I infer that the MAC address is first, then a (possibly random) sequence number, then the current time. So I would not expect these to be guaranteed to be monotonically increasing, even for UUIDs generated by the same machine/process.
But not always:
>>> def test(n):
... old = uuid.uuid1()
... print old
... for x in range(n):
... new = uuid.uuid1()
... if old >= new:
... print "OOops"
... break
... old = new
... print new
>>> test(1000000)
fd4ae687-3619-11e1-8801-c82a1450e52f
OOops
00000035-361a-11e1-bc9f-c82a1450e52f