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Diffstat (limited to 'src/table/crdt/crdt.rs')
-rw-r--r-- | src/table/crdt/crdt.rs | 73 |
1 files changed, 73 insertions, 0 deletions
diff --git a/src/table/crdt/crdt.rs b/src/table/crdt/crdt.rs new file mode 100644 index 00000000..636b6df6 --- /dev/null +++ b/src/table/crdt/crdt.rs @@ -0,0 +1,73 @@ +use garage_util::data::*; + +/// Definition of a CRDT - all CRDT Rust types implement this. +/// +/// A CRDT is defined as a merge operator that respects a certain set of axioms. +/// +/// In particular, the merge operator must be commutative, associative, +/// idempotent, and monotonic. +/// In other words, if `a`, `b` and `c` are CRDTs, and `⊔` denotes the merge operator, +/// the following axioms must apply: +/// +/// ```text +/// a ⊔ b = b ⊔ a (commutativity) +/// (a ⊔ b) ⊔ c = a ⊔ (b ⊔ c) (associativity) +/// (a ⊔ b) ⊔ b = a ⊔ b (idempotence) +/// ``` +/// +/// Moreover, the relationship `≥` defined by `a ≥ b ⇔ ∃c. a = b ⊔ c` must be a partial order. +/// This implies a few properties such as: if `a ⊔ b ≠ a`, then there is no `c` such that `(a ⊔ b) ⊔ c = a`, +/// as this would imply a cycle in the partial order. +pub trait CRDT { + /// Merge the two datastructures according to the CRDT rules. + /// `self` is modified to contain the merged CRDT value. `other` is not modified. + /// + /// # Arguments + /// + /// * `other` - the other CRDT we wish to merge with + fn merge(&mut self, other: &Self); +} + +/// All types that implement `Ord` (a total order) can also implement a trivial CRDT +/// defined by the merge rule: `a ⊔ b = max(a, b)`. Implement this trait for your type +/// to enable this behavior. +pub trait AutoCRDT: Ord + Clone + std::fmt::Debug { + /// WARN_IF_DIFFERENT: emit a warning when values differ. Set this to true if + /// different values in your application should never happen. Set this to false + /// if you are actually relying on the semantics of `a ⊔ b = max(a, b)`. + const WARN_IF_DIFFERENT: bool; +} + +impl<T> CRDT for T +where + T: AutoCRDT, +{ + fn merge(&mut self, other: &Self) { + if Self::WARN_IF_DIFFERENT && self != other { + warn!( + "Different CRDT values should be the same (logic error!): {:?} vs {:?}", + self, other + ); + if other > self { + *self = other.clone(); + } + warn!("Making an arbitrary choice: {:?}", self); + } else { + if other > self { + *self = other.clone(); + } + } + } +} + +impl AutoCRDT for String { + const WARN_IF_DIFFERENT: bool = true; +} + +impl AutoCRDT for bool { + const WARN_IF_DIFFERENT: bool = true; +} + +impl AutoCRDT for FixedBytes32 { + const WARN_IF_DIFFERENT: bool = true; +} |