Overview
- Major Objects
- Use Major Objects for fast in-memory handling of large amount of data that is thread-safe but must be persisted
- We must support complex objects with simple keys, crud, and fast lookup by multiple keys.
- Our most useful containers are vector, set (key in object) and map (<key,value> pair). Set can give us almost every positive feature, when used to store the PersistentIDObject class.
- Use an unordered_set of const pointers to objects derived from PersistentIDObject
- The default container should index by db_id primary key
- Always use the db_id for foreign keys
- Other containers can be created with alternate keys using object members; just define new hash functions.
- PersistentIDObject
- Add a dirty flag to all objects, set to true on any change that must be persisted
- Use an internal in-memory counter to generate the next db_id for a newly created object
- This means that when creating new objects, there is NO NEED to access db, VERY IMPORTANT!
- Use delayed-write tactics to write all dirty objects on idle time
- Memory Model
- Use a Datastore manager (aka "MemoryModel") to hold sets
- It can look up objects by any key, and strip away const to return a mutable object. NOTE that the user must not damage the key values!
- Derive a class from the memory model for persistence; it can use any persistence method (local, remote, sql, nosql, etc.).
- Make sure that the base MemoryModel class is concrete not abstract, thread-safe and self-contained; this makes parallel calculations trivial, helps scalability, etc.
Delete pattern
- find object iterator by id and pass it to parent containter delete method
int64_t account_id;
auto itba = p_user->findBrokerAccount(account_id);
if (itba == p_user->accounts_.end() )
return;
p_user->deleteBrokerAccount(itba);
- container delete method passes object ref to Datastore method, deletes from memory, removes from container
bool AppUser::deleteBrokerAccount(AccountIt itba)
{
BrokerAccount& ba = **itba;
g_p_local->deleteBrokerAccount(ba); // delete from db
delete &ba; // delete from memory
accounts_.erase(itba); // erase from container
}
- Datastore method deletes from db