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LMDB freelist
In LMDB, data can be deleted in two main ways:
- deleting keys from a cursor
- removing an entire table (DBI)
Deleting keys from a cursor may cause rebalancing of the B+-tree, because one of the invariants that need to be maintained in a B+-tree says that all pages, except for the root page, must be at least half-full. So, if deleting keys makes a page less than half-full, rebalancing happens - keys and values are moved between pages. Some of these rebalancing cause some pages become empty.
Removing an entire table (DBI) is a simpler operation than deleting keys from a cursor, because it does not require any rebalancing. Any table always starts with its own root page, and pages are never shared between tables. Therefore, removing an entire table requires finding all the pages that belong to that table.
As we see from above, both ways may produce new empty pages. These empty pages are usually in middle of the database file, and we would like to fill them up (later) with the new data, to prevent the database file from growing too fast.
Since any changes to the database can only occur as a result of a writeable transaction, a transaction object should have some transient data structures to keep the list of pages this transaction emptied. At the time of the transaction commit, these structures are converted into persistent form inside the database. There are two transient data structures in which a transaction object keeps the IDs of emptied pages:
-
MDB_IDL mt_free_pgs;
TypeMDB_IDL
stands for "ID list", and it is a pointer for a list of 8-byte Page IDs, starting with the length of the list at the index 0. Therefore, you can often seetxn->mt_free_pgs[0]
as the expression to take the length of the page ID list. This list is pre-allocated to certain size, and therefore, if something needs to be added, such list sometimes needs to be reallocated and moved. -
MDB_page *mt_loose_pgs;
TypeMDB_page
is the structure describing page header. At the beginning of any page, there is a space for either page number of a pointer to another page header. Therefore,mt_loose_pgs
is the head of a linked list of page headers, which is convenient for adding and remove pages one by one.
Conceptually, these two data structures of a transaction object contain the same kind of information - pages emptied by the transaction, but they are kept and maintained in different forms (slice of IDs and linked list of page headers). The reason for this is as follows. Loose pages from mt_loose_pgs
are allowed to be re-used during the same transaction, whereas the pages from mt_free_pgs
are not allowed to be re-used. The re-use happens in the function mdb_page_alloc
. This distinction about allowed re-use drives the decisions on when emptied pages are added to one list or another. Pages that have been allocated by this current transaction (either from the expansion of the database or from recycling of the freelist), are known not to be accessed by any other transactions. Such pages end up being marked with P_DIRTY
flag. Therefore, having such flag becomes necessary (but not sufficient) criteria for a page to end up in the mt_loose_pgs
linked list when emptied.
- When an entire table is removed, the emptied pages always get added to the
mt_free_pgs
, ostensibly for efficiency. If there are many page IDs that were emptied, it is very unlikely that many of them have been allocated by the current transaction, so they are all added to themt_free_pgs
, even those some of them might be eligible formt_loose_pgs
. The function where appending tomt_free_pgs
is performed ismdb_drop0
. - When rebalancing is performed, if a page has too few entries, and its neighbour page is also just at the threshold or below, the two pages are merged. This merging creates an empty page, and it is added to the
mt_loose_pgs
if it is marked withP_DIRTY
flag and it is not part of the "special" freelist tableFREE_DBI
. Otherwise, it is added to themt_free_pgs
At the transaction commit, both structures mt_free_pgs
and mt_loose_pgs
are effectively merged together and persisted as a record in the "special" freelist table FREE_DBI
. Such record has transaction IDs as a key, and the value is the encoding of the sorted list of page IDs, 8 byte per ID. Transaction IDs increase monotonously throughout the life of the database, so they can be used as "versions" for the purposes of MVCC (Multi Version Concurrency Control). The function that persists these two data structures is mdb_freelist_save
, and it has some nuances that cause performance issues when freelists become large. I will describe the mechanics of this function and the issues later...
Environment object has a field MDB_pgstate me_pgstate;
, which is a structure consisting on two elements. These two elements are "aliased" (using #define
directive) to the name me_pghead
and me_pglast
accordingly. The first element, me_pghead
is a pointer to the list of page IDs. These are the IDs of pages that can re-used by the current transaction, if required. Page IDs get into the me_pghead
list by being read from the beginning of the freelist table FREE_DBI
. You may remember that the keys in the freelist tables are transaction IDs, or in other words, version numbers, indicating "when" certain page IDs became part of the freelist.