I've checked documentation and saw some presentations, read blogs, but can't find examples of partitioning of more than a single table in PostgreSQL - and that's what we need. Our tables are insert only audit trail with master-detail structure and we aim to solve our problem with slow data removal problem, currently done using delete.
The simplified structure and some queries are shown in the following fiddle: https://www.db-fiddle.com/f/2mRXT4wGjM2ZSftjgKyZce/46
The issue I'm investigating right now is how to effectively query the detail table, be it in JOIN or directly. Because the timestamp field is part of the partition key I understand that using it in query is essential. I don't understand why JOIN is not able to figure this out when timestamp equality is used in ON clause (couple of explain examples are in the fiddle).
Then there are broader questions:
What is general recommended strategy for similar case? We expect that
timestampis essential for our query, so it feels natural to use it as partitioning key.I've made a short experiment (so no real experiences from it yet) and based the partitioning solely on
idrange. This seems to have one advantage - predictable partition table sizes (more or less, depending on the size of variable columns, of course). It is possible to addcheck timestamp ...conditions on any full partition (and open intervalcheckon active one too!) which helps with partition pruning. This has nice benefit thatdetailtable needs single column FK referencing onlymaster.id(perhaps even pruning better during JOINs). Any ideas or experiences with something similar?
We would rather have time-based partitioning, seems more natural, but it's not a hard condition. The need of dragging timestamp to another table and to its FK, etc. makes it less compelling.
Obviously, we want both tables (all, to be precise, we will have more detail table types) partitioned along the same range, be it id or timestamp. I guess not doing so beats the whole purpose of partitioning as we would not be able to remove data related to the master partitions.
I welcome any pointers or ideas on how to do it properly. In the end we will decide for ourselves, but there is not much material to help with the decision right now. Thanks.