| # Content Addressable Storage |
| |
| ## Introduction to CAS |
| |
| Content Addressable Storage, or `CAS`, is a storage system that assigns |
| unique addresses to the data stored. It is very useful for data deduplicaton |
| and creating unique identifiers. |
| |
| Unlike other kinds of storage systems, like file systems, CAS is immutable. It |
| is more reliable to model a computation by representing the inputs and outputs |
| of the computation using objects stored in CAS. |
| |
| The basic unit of the CAS library is a CASObject, where it contains: |
| |
| * Data: arbitrary data |
| * References: references to other CASObject |
| |
| It can be conceptually modeled as something like: |
| |
| ``` |
| struct CASObject { |
| ArrayRef<char> Data; |
| ArrayRef<CASObject*> Refs; |
| } |
| ``` |
| |
| With this abstraction, it is possible to compose `CASObject`s into a DAG that is |
| capable of representing complicated data structures, while still allowing data |
| deduplication. Note you can compare two DAGs by just comparing the CASObject |
| hash of two root nodes. |
| |
| |
| ## LLVM CAS Library User Guide |
| |
| The CAS-like storage provided in LLVM is `llvm::cas::ObjectStore`. |
| To reference a CASObject, there are few different abstractions provided |
| with different trade-offs: |
| |
| ### ObjectRef |
| |
| `ObjectRef` is a lightweight reference to a CASObject stored in the CAS. |
| This is the most commonly used abstraction and it is cheap to copy/pass |
| along. It has following properties: |
| |
| * `ObjectRef` is only meaningful within the `ObjectStore` that created the ref. |
| `ObjectRef` created by different `ObjectStore` cannot be cross-referenced or |
| compared. |
| * `ObjectRef` doesn't guarantee the existence of the CASObject it points to. An |
| explicit load is required before accessing the data stored in CASObject. |
| This load can also fail, for reasons like (but not limited to): object does |
| not exist, corrupted CAS storage, operation timeout, etc. |
| * If two `ObjectRef` are equal, it is guaranteed that the object they point to |
| are identical (if they exist). If they are not equal, the underlying objects are |
| guaranteed to be not the same. |
| |
| ### ObjectProxy |
| |
| `ObjectProxy` represents a loaded CASObject. With an `ObjectProxy`, the |
| underlying stored data and references can be accessed without the need |
| of error handling. The class APIs also provide convenient methods to |
| access underlying data. The lifetime of the underlying data is equal to |
| the lifetime of the instance of `ObjectStore` unless explicitly copied. |
| |
| ### CASID |
| |
| `CASID` is the hash identifier for CASObjects. It owns the underlying |
| storage for hash value so it can be expensive to copy and compare depending |
| on the hash algorithm. `CASID` is generally only useful in rare situations |
| like printing raw hash value or exchanging hash values between different |
| CAS instances with the same hashing schema. |
| |
| ### ObjectStore |
| |
| `ObjectStore` is the CAS-like object storage. It provides API to save |
| and load CASObjects, for example: |
| |
| ``` |
| ObjectRef A, B, C; |
| Expected<ObjectRef> Stored = ObjectStore.store("data", {A, B}); |
| Expected<ObjectProxy> Loaded = ObjectStore.getProxy(C); |
| ``` |
| |
| It also provides APIs to convert between `ObjectRef`, `ObjectProxy` and |
| `CASID`. |
| |
| |
| |
| ## CAS Library Implementation Guide |
| |
| The LLVM ObjectStore API was designed so that it is easy to add |
| customized CAS implementations that are interchangeable with the builtin |
| ones. |
| |
| To add your own implementation, you just need to add a subclass to |
| `llvm::cas::ObjectStore` and implement all its pure virtual methods. |
| To be interchangeable with LLVM ObjectStore, the new CAS implementation |
| needs to conform to following contracts: |
| |
| * Different CASObjects stored in the ObjectStore need to have a different hash |
| and result in a different `ObjectRef`. Similarly, the same CASObject should have |
| the same hash and the same `ObjectRef`. Note: two different CASObjects with |
| identical data but different references are considered different objects. |
| * `ObjectRef`s are only comparable within the same `ObjectStore` instance, and |
| can be used to determine the equality of the underlying CASObjects. |
| * The loaded objects from the ObjectStore need to have a lifetime at least as |
| long as the ObjectStore itself so it is always legal to access the loaded data |
| without holding on the `ObjectProxy` until the `ObjectStore` is destroyed. |
| |
| |
| If not specified, the behavior can be implementation defined. For example, |
| `ObjectRef` can be used to point to a loaded CASObject so |
| `ObjectStore` never fails to load. It is also legal to use a stricter model |
| than required. For example, the underlying value inside `ObjectRef` can be |
| the unique indentities of the objects across multiple `ObjectStore` instances, |
| but comparing such `ObjectRef` from different `ObjectStore` is still illegal. |
| |
| For CAS library implementers, there is also an `ObjectHandle` class that |
| is an internal representation of a loaded CASObject reference. |
| `ObjectProxy` is just a pair of `ObjectHandle` and `ObjectStore`, and |
| just like `ObjectRef`, `ObjectHandle` is only useful when paired with |
| the `ObjectStore` that knows about the loaded CASObject. |