database.md
1 # Database 2 3 Fedimint uses a simple key-value store as its database. In theory any such KV store with the following features can be used: 4 5 * insert, update, delete actions 6 * transactions 7 * key prefix search 8 * optimistic transactions 9 10 We currently use RocksDB on both the client and the server. 11 12 ## Server DB Layout 13 The database is logically partitioned based on the module instance id of the module. Each module's keyspace is split up based on prefixing. Each prefix within a module identifies a logical entity. 14 Entity prefixes between modules can overlap because they are logically partitioned by the module instance id. The key value pairs that belong to consensus do not belong to any specific module, so they are 15 not prepended with a module prefix. Below is the format for prefixes within a module: 16 17 <GLOBAL PREFIX BYTE><2 BYTE MODULE ID><ENTITY PREFIX> 18 19 Example for the Mint Module: 0xFF 0x00 0x00 0x10 20 In the above example, the module instance id = 0 and the entity it identifies is a NoteNonce, because it uses the 0x10 byte. 0xFF is the global prefix byte that identifies this as module data. 21 22 Example for consensus data: 0x01 23 In the above example, because the consensus data does not apply to any specific module, the global prefix byte and module instance id prefixes are missing. 24 25 The client uses the same isolation mechanism as `fedimintd` to store data for each module. 26 27 28 ## Database Transactions 29 In Fedimint, all interactions with the database use a database transaction. Database transactions are an abstraction 30 for accessing the database in an atomic, consistent, and isolated way. Underneath, Fedimint uses RocksDb's optimistic transactions 31 which means database transactions are allowed to read and write to the database concurrently. If there are two concurrent transactions 32 that modify the same key, RocksDb's optimistic transactions will detect this "write-write" conflict and cause the transaction that 33 commits second to fail. 34 35 Fedimint has defined a number of different structs for implementing the necessary functionality for database transactions. These structs 36 follow the [adapter pattern](https://en.wikipedia.org/wiki/Adapter_pattern) to wrap and isolate the features. At the bottom is an explanation of 37 each interface/struct. 38 39 ## Migrations 40 In order to avoid breaking changes, `fedimintd`, `gatewayd`, and the client must know of the structure of the data written to disk. If a code upgrade 41 has occurred, it is possible that the new version of the code expects the data written to disk to be structured differently. When this happens, a database 42 migration must occur to maintain backwards compatibility. Migrations are defined on a per-module basis in the `get_database_migrations` function and applied 43 using `apply_migrations`. 44 45 Since introducing a database breaking change is easy (just modifying a struct), tests have been introduced to catch DB breaking changes. `just prepare_db_migration_snapshots` will prepare a database backup of dummy data for a module. `test_migrations` will try to read from this database backup. If the 46 structure of the data has changed and the backup cannot be reading, this test will fail. 47 48 There are some times when making a DB breaking change (not backwards compatible) is intentional. In that case, to fix the migration tests, `just prepare_db_migration_snapshot` needs to be updated 49 to reflect the new structure of the data. Then, the db/ folder at the root of the repository needs to be deleted. Then `just prepare_db_migration_snapshot` can 50 be run to re-generate the database backup. `test_migrations` will need to be updated to read the newly added/modified data. 51 52 ### Interfaces 53 54 - `IRawDatabase` and `IRawDatabaseTransaction` - The interfaces raw database crates implement. 55 - `IDatabase` and `IDatabaseTransaction` - The interfaces including key subscribe & notify functionality, added on top of databases. 56 - `IDatabaseTransactionOps` and `IDatabaseTransactionCoreOps` - The interfaces of database transaction operations 57 - `IDatabaseTransactionOpsCoreTyped` - Like `IDatabaseTransactionOps` but with typed keys and values. Implemented generically over everything implements `IDatabaseTransactionOps`. 58 59 ### Structs 60 #### Public 61 62 - `Database` and `DatabaseTransaction` - Public facing newtypes over `IDatabase` and `IDatabaseTransaction` that also holds `decoders` and minor helper logic. 63 - `DatabaseTransactionRef` - A logical reference to `DatabaseTransaction` that does not expose the commit operation. 64 65 #### Internal 66 67 - `BaseDatabase` and `BaseDatabaseTransaction` - Adapter implementing `IDatabase` for `IRawDatabase` 68 - `PrefixDatabase` and `PrefixDatabaseTransaction` - Adapter over `IDatabase` and `IDatabaseTransaction` implementing key prefix handling to provide database partitioning/isolation. 69 70 #### Raw Implementations 71 72 - `MemDatabase` and `MemDatabaseTransaction` - Base implementation of an in-memory database transaction. 73 - `RocksDbDatabase` and `RocksDbDatabaseTransaction` - Base implementation of a Rocksdb database. Uses optimistic transaction internally. 74 - `RocksDbReadOnly` and `RocksDbReadOnlyTransaction` - Base implementation of a Rocksdb read-only database. Will panic on writes. 75 76 ```mermaid 77 classDiagram 78 DatabaseTransaction ..* IDatabaseTransaction : wraps 79 DatabaseTransactionRef ..* DatabaseTransaction : wraps 80 PrefixDatabaseTransaction ..|> IDatabaseTransaction : implements 81 PrefixDatabaseTransaction ..* IDatabaseTransaction : wraps 82 BaseDatabaseTransaction ..|> IDatabaseTransaction : implements 83 BaseDatabaseTransaction ..* IRawDatabaseTransaction : wraps 84 MemTransaction ..|> IRawDatabaseTransaction : implements 85 RocksDbTransaction ..|> IRawDatabaseTransaction : implements 86 87 DatabaseTransactionRef ..|> IDatabaseTransactionOpsCore : implements 88 DatabaseTransaction ..|> IDatabaseTransactionOpsCore : implements 89 BaseDatabaseTransaction ..|> IDatabaseTransactionOpsCore : implements 90 PrefixDatabaseTransaction ..|> IDatabaseTransactionOpsCore : implements 91 MemTransaction ..|> IDatabaseTransactionOpsCore : implements 92 RocksDbTransaction ..|> IDatabaseTransactionOpsCore : implements 93 94 class IDatabaseTransactionOpsCore { 95 <<interface>> 96 + raw_insert_bytes() 97 + raw_get_bytes() 98 + raw_remove() 99 } 100 101 class IDatabaseTransaction { 102 <<interface>> 103 + commit_tx() 104 } 105 106 class DatabaseTransaction { 107 - IDatabaseTransaction 108 } 109 110 class DatabaseTransactionRef { 111 - &DatabaseTransaction 112 } 113 114 class PrefixDatabaseTransaction { 115 - IDatabaseTransaction 116 } 117 118 class BaseDatabaseTransaction { 119 - IRawDatabaseTransaction 120 } 121 122 class RocksDbTransaction { 123 } 124 125 class MemTransaction { 126 }