Protocol Buffers - Google's data interchange format (grpc依赖)
https://developers.google.com/protocol-buffers/
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429 lines
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429 lines
19 KiB
# upb Design |
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[TOC] |
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upb is a protobuf kernel written in C. It is a fast and conformant |
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implementation of protobuf, with a low-level C API that is designed to be |
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wrapped in other languages. |
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upb is not designed to be used by applications directly. The C API is very |
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low-level, unsafe, and changes frequently. It is important that upb is able to |
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make breaking API changes as necessary, to avoid taking on technical debt that |
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would compromise upb's goals of small code size and fast performance. |
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## Design goals |
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Goals: |
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- Full protobuf conformance |
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- Small code size |
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- Fast performance (without compromising code size) |
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- Easy to wrap in language runtimes |
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- Easy to adapt to different memory management schemes (refcounting, GC, etc) |
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Non-Goals: |
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- Stable API |
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- Safe API |
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- Ergonomic API for applications |
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Parameters: |
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- C99 |
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- 32 or 64-bit CPU (assumes 4 or 8 byte pointers) |
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- Uses pointer tagging, but avoids other implementation-defined behavior |
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- Aims to never invoke undefined behavior (tests with ASAN, UBSAN, etc) |
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- No global state, fully re-entrant |
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## Arenas |
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All memory management in upb uses arenas, using the type `upb_Arena`. Arenas are |
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an alternative to `malloc()` and `free()` that significantly reduces the costs |
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of memory allocation. |
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Arenas obtain blocks of memory using some underlying allocator (likely |
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`malloc()` and `free()`), and satisfy allocations using a simple bump allocator |
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that walks through each block in linear order. Allocations cannot be freed |
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individually: it is only possible to free the arena as a whole, which frees all |
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of the underlying blocks. |
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Here is an example of using the `upb_Arena` type: |
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```c |
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upb_Arena* arena = upb_Arena_New(); |
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// Perform some allocations. |
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int* x = upb_Arena_Malloc(arena, sizeof(*x)); |
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int* y = upb_Arena_Malloc(arena, sizeof(*y)); |
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// We cannot free `x` and `y` separately, we can only free the arena |
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// as a whole. |
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upb_Arena_Free(arena); |
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``` |
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upb uses arenas for all memory management, and this fact is reflected in the API |
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for all upb data structures. All upb functions that allocate take a `upb_Arena*` |
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parameter and perform allocations using that arena rather than calling |
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`malloc()` or `free()`. |
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```c |
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// upb API to create a message. |
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UPB_API upb_Message* upb_Message_New(const upb_MiniTable* mini_table, |
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upb_Arena* arena); |
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void MakeMessage(const upb_MiniTable* mini_table) { |
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upb_Arena* arena = upb_Arena_New(); |
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// This message is allocated on our arena. |
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upb_Message* msg = upb_Message_New(mini_table, arena); |
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// We can free the arena whenever we want, but we cannot free the |
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// message separately from the arena. |
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upb_Arena_Free(arena); |
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// msg is now deleted. |
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} |
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``` |
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Arenas are a key part of upb's performance story. Parsing a large protobuf |
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payload usually involves rapidly creating a series of messages, arrays (repeated |
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fields), and maps. It is crucial for parsing performance that these allocations |
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are as fast as possible. Equally important, freeing the tree of messages should |
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be as fast as possible, and arenas can reduce this cost from `O(n)` to `O(lg |
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n)`. |
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### Avoiding Dangling Pointers |
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Objects allocated on an arena will frequently contain pointers to other |
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arena-allocated objects. For example, a `upb_Message` will have pointers to |
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sub-messages that are also arena-allocated. |
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Unlike unique ownership schemes (such as `unique_ptr<>`), arenas cannot provide |
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automatic safety from dangling pointers. Instead, upb provides tools to help |
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bridge between higher-level memory management schemes (GC, refcounting, RAII, |
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borrow checkers) and arenas. |
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If there is only one arena, dangling pointers within the arena are impossible, |
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because all objects are freed at the same time. This is the simplest case. The |
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user must still be careful not to keep dangling pointers that point at arena |
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memory after it has been freed, but dangling pointers *between* the arena |
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objects will be impossible. |
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But what if there are multiple arenas? If we have a pointer from one arena to |
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another, how do we ensure that this will not become a dangling pointer? |
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To help with the multiple arena case, upb provides a primitive called "fuse". |
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```c |
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// Fuses the lifetimes of `a` and `b`. None of the blocks from `a` or `b` |
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// will be freed until both arenas are freed. |
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UPB_API bool upb_Arena_Fuse(upb_Arena* a, upb_Arena* b); |
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``` |
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When two arenas are fused together, their lifetimes are irreversibly joined, |
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such that none of the arena blocks in either arena will be freed until *both* |
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arenas are freed with `upb_Arena_Free()`. This means that dangling pointers |
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between the two arenas will no longer be possible. |
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Fuse is useful when joining two messages from separate arenas (making one a |
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sub-message of the other). Fuse is a relatively cheap operation, on the order of |
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150ns, and is very nearly `O(1)` in the number of arenas being fused (the true |
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complexity is the inverse Ackermann function, which grows extremely slowly). |
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Each arena does consume some memory, so repeatedly creating and fusing an |
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additional arena is not free, but the CPU cost of fusing two arenas together is |
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modest. |
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### Initial Block and Custom Allocators |
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`upb_Arena` normally uses `malloc()` and `free()` to allocate and return its |
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underlying blocks. But this default strategy can be customized to support the |
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needs of a particular language. |
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The lowest-level function for creating a `upb_Arena` is: |
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```c |
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// Creates an arena from the given initial block (if any -- n may be 0). |
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// Additional blocks will be allocated from |alloc|. If |alloc| is NULL, |
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// this is a fixed-size arena and cannot grow. |
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UPB_API upb_Arena* upb_Arena_Init(void* mem, size_t n, upb_alloc* alloc); |
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``` |
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The buffer `[mem, n]` will be used as an "initial block", which is used to |
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satisfy allocations before calling any underlying allocation function. Note that |
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the `upb_Arena` itself will be allocated from the initial block if possible, so |
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the amount of memory available for allocation from the arena will be less than |
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`n`. |
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The `alloc` parameter specifies a custom memory allocation function which will |
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be used once the initial block is exhausted. The user can pass `NULL` as the |
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allocation function, in which case the initial block is the only memory |
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available in the arena. This can allow upb to be used even in situations where |
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there is no heap. |
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It follows that `upb_Arena_Malloc()` is a fallible operation, and all allocating |
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operations like `upb_Message_New()` should be checked for failure if there is |
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any possibility that a fixed size arena is in use. |
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## Schemas |
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Nearly all operations in upb require that you have a schema. A protobuf schema |
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is a data structure that contains all of the message, field, enum, etc. |
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definitions that are specified in a `.proto` file. To create, parse, serialize, |
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or access a message you must have a schema. For this reason, loading a schema is |
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generally the first thing you must do when you use upb. [^0] |
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[^0]: This requirement comes from the protobuf wire format itself, which is a |
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deep insight about the nature of protobuf (or at least the existing wire |
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format). Unlike JSON, protobuf cannot be parsed or manipulated in a |
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schema-less way. This is because the binary wire format does not |
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distinguish between strings and sub-messages, so a generic parser that is |
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oblivious to the schema is not possible. If a future version of the wire |
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format did distinguish between these, it could be possible to have a |
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schema-agnostic data representation, parser, and serializer. |
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upb has two main data structures that represent a protobuf schema: |
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* **MiniTables** are a compact, stripped down version of the schema that |
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contains only the information necessary for parsing and serializing the |
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binary wire format. |
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* **Reflection** contains basically all of the data from a `.proto` file, |
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including the original names of all messages/fields/etc., and all options. |
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The table below summarizes the main differences between these two: |
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| | MiniTables | Reflection | |
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| ------------------- | ------------------------- | -------------------------- | |
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| Contains | Field numbers and types | All data in `.proto` file, | |
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: : only : including names of : |
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: : : everything : |
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| Used to parse | binary format | JSON / TextFormat | |
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| Wire representation | MiniDescriptor | Descriptor | |
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| Type names | `upb_MiniTable`, | `upb_MessageDef`, | |
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: : `upb_MiniTableField`, ... : `upb_FieldDef`, ... : |
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| Registry | `upb_ExtensionRegistry` | `upb_DefPool` | |
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: : (for extensions) : : |
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MiniTables are useful if you only need the binary wire format, because they are |
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much lighter weight than full reflection. |
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Reflection is useful if you need to parse JSON or TextFormat, or you need access |
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to options that were specified in the `proto` file. Note that reflection also |
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includes MiniTables, so if you have reflection, you also have MiniTables |
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available. |
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### MiniTables |
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MiniTables are represented by a set of data structures with names like |
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`upb_MiniTable` (representing a message), `upb_MiniTableField`, |
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`upb_MiniTableFile`, etc. Whenever you see one of these types in a function |
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signature, you know that this particular operation requires a MiniTable. For |
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example: |
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``` |
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// Parses the wire format data in the given buffer `[buf, size]` and writes it |
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// to the message `msg`, which has the type `mt`. |
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UPB_API upb_DecodeStatus upb_Decode(const char* buf, size_t size, |
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upb_Message* msg, const upb_MiniTable* mt, |
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const upb_ExtensionRegistry* extreg, |
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int options, upb_Arena* arena); |
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``` |
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The subset of upb that requires only MiniTables can be thought of as "upb lite," |
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because both the code size and the runtime memory overhead will be less than |
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"upb full" (the parts that use reflection). |
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#### Loading |
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There are three main ways of loading a MiniTable: |
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1. **From C generated code:** The upb code generator can emit `.upb.c` files that |
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contain the MiniTables as global constant variables. When the main program |
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links against these, the MiniTable will be placed into `.rodata` (or |
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`.data.rel.ro`) in the binary. The MiniTable can then be obtained from a |
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generated function. In Blaze/Bazel these files can be generated and linked |
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using the `upb_proto_library()` rule. |
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2. **From MiniDescriptors:** The user can build MiniDescriptors into MiniTables |
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at runtime. MiniDescriptors are a compact upb-specific wire format designed |
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specially for this purpose. The user can call `upb_MiniTable_Build()` at |
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runtime to convert MiniDescriptors to MiniTables. |
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3. **From reflection:** If you have already built reflection data structures |
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for your type, then you can obtain the `upb_MiniTable` corresponding to a |
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`upb_MessageDef` using `upb_MessageDef_MiniTable()`. |
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For languages that are already using reflection, (3) is an obvious choice. |
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For languages that are avoiding reflection, here is a general guideline for |
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choosing between (1) and (2): if the language being wrapped participates in the |
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standard binary linking model on a given platform (in particular, if it is |
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generally linked using `ld`), then it is better to use (1), which is also known |
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as "static loading". |
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Static loading of MiniTables has the benefit of requiring no runtime |
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initialization[^2], leading to faster startup. Static loading of MiniTables also |
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facilitates cross-language sharing of proto messages, because sharing generally |
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requires that both languages are using exactly the same MiniTables. |
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The main downside of static loading is that it requires the user to generate one |
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`.upb.c` file per `.proto` and link against the transitive closure of `.upb.c` |
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files. Blaze and Bazel make this reasonably easy, but for other build systems it |
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can be more of a challenge. |
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[^2]: aside from possible pointer relocations performed by the ELF/Mach-O loader |
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if the library or binary is position-independent |
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Loading from MiniDescriptors, as in option (2), has the advantage that it does |
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not require per-message linking of C code. For many language toolchains, |
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generating and linking some custom C code for every protobuf file or message |
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type would be a burdensome requirement. MiniDescriptors are a convenient way of |
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loading MiniTables without needing to cross the FFI boundary outside the core |
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runtime. |
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A common pattern when using dynamic loading is to embed strings containing |
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MiniDescriptors directly into generated code. For example, the generated code in |
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Dart for a message with only primitive fields currently looks something like: |
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```dart |
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const desc = r'$(+),*-#$%&! /10'; |
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_accessor = $pb.instance.registry.newMessageAccessor(desc); |
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``` |
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The implementation of `newMessageAccessor()` is mainly just a wrapper around |
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`upb_MiniTable_Build()`, which builds a MiniTable from a MiniDescriptor. In the |
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code generator, the MiniDescriptor can be obtained from the |
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`upb_MessageDef_MiniDescriptorEncode()` API; users should never need to encode a |
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MiniDescriptor manually. |
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#### Linking |
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When building MiniTables dynamically, it is the user's responsibility to link |
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each message to the to the appropriate sub-messages and or enums. Each message |
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must have its message and closed enum fields linked using |
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`upb_MiniTable_SetSubMessage()` and `upb_MiniTable_SetSubEnum()`, respectively. |
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A higher-level function that links all fields at the same time is also |
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available, as `upb_MiniTable_Link()`. This function pairs well with |
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`upb_MiniTable_GetSubList()` which can be used in a code generator to get a list |
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of all the messages and enums which must be passed to `upb_MiniTable_Link()`. |
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A common pattern is to embed the `link()` calls directly into the generated |
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code. For example, here is an example from Dart of building a MiniTable that |
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contains sub-messages and enums: |
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```dart |
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const desc = r'$3334'; |
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_accessor = $pb.instance.registry.newMessageAccessor(desc); |
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_accessor!.link( |
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[ |
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M2.$_accessor, |
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M3.$_accessor, |
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M4.$_accessor, |
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], |
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[ |
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E.$_accessor, |
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], |
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); |
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``` |
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In this case, `upb_MiniTable_GetSubList()` was used in the code generator to |
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discover the 3 sub-message fields and 1 sub-enum field that require linking. At |
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runtime, these lists of MiniTables are passed to the `link()` function, which |
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will internally call `upb_MiniTable_Link()`. |
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Note that in some cases, the application may choose to delay or even skip the |
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registration of sub-message types, as part of a tree shaking strategy. |
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When using static MiniTables, a manual link step is not necessary, as linking is |
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performed automatically by `ld`. |
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#### Enums |
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MiniTables primarily carry data about messages, fields, and extensions. However |
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for closed enums, we must also have a `upb_MiniTableEnum` structure that stores |
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the set of all numbers that are defined in the enum. This is because closed |
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enums have the unfortunate behavior of putting unknown enum values into the |
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unknown field set. |
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Over time, closed enums will hopefully be phased out via editions, and the |
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relevance and overhead of `upb_MiniTableEnum` will shrink and eventually |
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disappear. |
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### Reflection |
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Reflection uses types like `upb_MessageDef` and `upb_FieldDef` to represent the |
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full contents of a `.proto` file at runtime. These types are upb's direct |
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equivalents of `google::protobuf::Descriptor`, `google::protobuf::FieldDescriptor`, etc. [^1] |
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[^1]: upb consistently uses `Def` where C++ would use `Descriptor` in type |
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names. This introduces divergence with C++; the rationale was to conserve |
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horizontal line length, as `Def` is less than 1/3 the length of |
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`Descriptor`. This is more relevant in C, where the type name is repeated |
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in every function, eg. `upb_FieldDef_Name()` vs. |
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`upb_FieldDescriptor_Name()`. |
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Whenever you see one of these types in a function signature, you know that the |
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given operation requires reflection. For example: |
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```c |
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// Parses JSON format into a message object, using reflection. |
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UPB_API bool upb_JsonDecode(const char* buf, size_t size, upb_Message* msg, |
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const upb_MessageDef* m, const upb_DefPool* symtab, |
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int options, upb_Arena* arena, upb_Status* status); |
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``` |
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The part of upb that requires reflection can be thought of as "upb full." These |
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parts of the library cannot be used if a given application has only loaded |
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MiniTables. There is no way to convert a MiniTable into reflection. |
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The `upb_DefPool` type is the top-level container that builds and owns some set |
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of defs. This type is a close analogue of `google::protobuf::DescriptorPool` in C++. The |
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user must always ensure that the `upb_DefPool` outlives any def objects that it |
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owns. |
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#### Loading |
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As with MiniTable loading, we have multiple options for how to load full |
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reflection: |
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1. **From C generated code**: The upb code generator can create `foo.upbdefs.c` |
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files that embed the descriptors and exports generated C functions for |
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adding them to a user-provided `upb_DefPool`. |
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2. **From descriptors**: The user can make manual calls to |
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`upb_DefPool_AddFile()`, using descriptors obtained at runtime. Defs for |
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individual messages can then be obtained using |
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`upb_DefPool_FindMessageByName()`. |
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Unlike MiniTables, loading from generated code requires runtime initialization, |
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as reflection data structures like `upb_MessageDef` are not capable of being |
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emitted directly into `.rodata` like `upb_MiniTable` is. Instead, the generated |
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code embeds serialized descriptor protos into `.rodata` which are then built |
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into heap objects at runtime. |
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From this you might conclude that option (1) is nothing but a convenience |
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wrapper around option (2), but that is not quite correct either. Option (1) |
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*does* link against the static `.upb.c` structures for the MiniTables, whereas |
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option (2) will build the MiniTables from scratch on the heap. So option (1) |
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will use marginally less CPU and RAM when the descriptors are loaded into a |
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`upb_DefPool`. More importantly, the resulting descriptors will be capable of |
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reflecting over any messages built from the generated `.upb.c` MiniTables, |
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whereas descriptors built using option (2) will have distinct MiniTables that |
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cannot reflect over messages that use the generated MiniTables. |
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A common pattern for dynamic languages like PHP, Ruby, or Python, is to use |
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option (2) with descriptors that are embedded into the generated code. For |
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example, the generated code in Python currently looks something like: |
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```python |
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from google.protobuf import descriptor_pool as _descriptor_pool |
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from google.protobuf.internal import builder as _builder |
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_desc = b'\n\x1aprotoc_explorer/main.proto\x12\x03pkg' |
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DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(_desc) |
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_globals = globals() |
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_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) |
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_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'google3.protoc_explorer.main_pb2', _globals) |
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``` |
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The `AddSerializedFile()` API above is mainly just a thin wrapper around |
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`upb_DefPool_AddFile()`.
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