I see, correct me if I misunderstood: you are suggesting to use duplicate keys
to store the vector?
In other words, if I have an neighbor list for vertex 5, comprising of values
[1,2,3], I will store it as 3 duplicate values for key 5.
Also, does the LMDB store the key just once for each duplicate value? Or
multiple times once for each value.
Thanks,
Yucheng
On Tue, Mar 26, 2013 at 11:35 AM, Howard Chu <hyc@symas.com
<mailto:hyc@symas.com>> wrote:
Yucheng Low wrote:
Hi,
I am considering using LMDB to store a dynamic graph structure, and it
will be
very helpful to support "append to value" having the same semantics as
"append" in Kyoto Cabinet.
http://fallabs.com/__kyotocabinet/api/__classkyotocabinet_1_1BasicDB.__html#__a23e776e5bd1e3c5caa0f62edffb87__a54
<http://fallabs.com/kyotocabinet/api/classkyotocabinet_1_1BasicDB.html#a23e776e5bd1e3c5caa0f62edffb87a54>
For instance, if I were to store an adjacency list representation of a
graph
in LMDB, I would use vertex ID as the key, and the value is a vector
of 64-bit
IDs. To insert an edge into the graph will simply require appending 8
bytes to
the end of the vector. Re-reading and re-writing the entire value will be
somewhat excessive (and will actually change the asymptotic runtime of the
insertion).
This is also one of those situations where a batch append might be
useful. For
instance, if I have an edge list on file which is too large to retain in
memory. To convert it to an adjacency list in LMDB will require
batch-append.
Batch-writes are insufficient since that will require me to cache at
least,
large parts of the adjacency list in memory, and the original edge
list could
be ordered arbitrarily.
The actual graph representation I am thinking of is somewhat more
intelligent
than a straight adjacency list, but similar concepts hold.
Based solely on the description here, I would use MDB_DUPFIXED and
MDB_APPENDDUP or MDB_MULTIPLE. You could later use MDB_GET_MULTIPLE to
read the values and reconstruct the vector.
--
-- Howard Chu
CTO, Symas Corp. http://www.symas.com
Director, Highland Sun http://highlandsun.com/hyc/
Chief Architect, OpenLDAP http://www.openldap.org/__project/
<http://www.openldap.org/project/>