| # The Frame Stack | |
| Each call to a Python function has an activation record, | |
| commonly known as a "frame". | |
| Python semantics allows frames to outlive the activation, | |
| so they have (before 3.11) been allocated on the heap. | |
| This is expensive as it requires many allocations and | |
| results in poor locality of reference. | |
| In 3.11, rather than have these frames scattered about memory, | |
| as happens for heap-allocated objects, frames are allocated | |
| contiguously in a per-thread stack. | |
| This improves performance significantly for two reasons: | |
| * It reduces allocation overhead to a pointer comparison and increment. | |
| * Stack allocated data has the best possible locality and will always be in | |
| CPU cache. | |
| Generator and coroutines still need heap allocated activation records, but | |
| can be linked into the per-thread stack so as to not impact performance too much. | |
| ## Layout | |
| Each activation record consists of four conceptual sections: | |
| * Local variables (including arguments, cells and free variables) | |
| * Evaluation stack | |
| * Specials: The per-frame object references needed by the VM: globals dict, | |
| code object, etc. | |
| * Linkage: Pointer to the previous activation record, stack depth, etc. | |
| ### Layout | |
| The specials and linkage sections are a fixed size, so are grouped together. | |
| Each activation record is laid out as: | |
| * Specials and linkage | |
| * Locals | |
| * Stack | |
| This seems to provide the best performance without excessive complexity. | |
| It needs the interpreter to hold two pointers, a frame pointer and a stack pointer. | |
| #### Alternative layout | |
| An alternative layout that was used for part of 3.11 alpha was: | |
| * Locals | |
| * Specials and linkage | |
| * Stack | |
| This has the advantage that no copying is required when making a call, | |
| as the arguments on the stack are (usually) already in the correct | |
| location for the parameters. However, it requires the VM to maintain | |
| an extra pointer for the locals, which can hurt performance. | |
| A variant that only needs the need two pointers is to reverse the numbering | |
| of the locals, so that the last one is numbered `0`, and the first in memory | |
| is numbered `N-1`. | |
| This allows the locals, specials and linkage to accessed from the frame pointer. | |
| We may implement this in the future. | |
| #### Note: | |
| > In a contiguous stack, we would need to save one fewer registers, as the | |
| > top of the caller's activation record would be the same at the base of the | |
| > callee's. However, since some activation records are kept on the heap we | |
| > cannot do this. | |
| ### Generators and Coroutines | |
| Generators and coroutines contain a `_PyInterpreterFrame` | |
| The specials sections contains the following pointers: | |
| * Globals dict | |
| * Builtins dict | |
| * Locals dict (not the "fast" locals, but the locals for eval and class creation) | |
| * Code object | |
| * Heap allocated `PyFrameObject` for this activation record, if any. | |
| * The function. | |
| The pointer to the function is not strictly required, but it is cheaper to | |
| store a strong reference to the function and borrowed references to the globals | |
| and builtins, than strong references to both globals and builtins. | |
| ### Frame objects | |
| When creating a backtrace or when calling `sys._getframe()` the frame becomes | |
| visible to Python code. When this happens a new `PyFrameObject` is created | |
| and a strong reference to it placed in the `frame_obj` field of the specials | |
| section. The `frame_obj` field is initially `NULL`. | |
| The `PyFrameObject` may outlive a stack-allocated `_PyInterpreterFrame`. | |
| If it does then `_PyInterpreterFrame` is copied into the `PyFrameObject`, | |
| except the evaluation stack which must be empty at this point. | |
| The linkage section is updated to reflect the new location of the frame. | |
| This mechanism provides the appearance of persistent, heap-allocated | |
| frames for each activation, but with low runtime overhead. | |
| ### Generators and Coroutines | |
| Generator objects have a `_PyInterpreterFrame` embedded in them. | |
| This means that creating a generator requires only a single allocation, | |
| reducing allocation overhead and improving locality of reference. | |
| The embedded frame is linked into the per-thread frame when iterated or | |
| awaited. | |
| If a frame object associated with a generator outlives the generator, then | |
| the embedded `_PyInterpreterFrame` is copied into the frame object. | |
| All the above applies to coroutines and async generators as well. | |
| ### Field names | |
| Many of the fields in `_PyInterpreterFrame` were copied from the 3.10 `PyFrameObject`. | |
| Thus, some of the field names may be a bit misleading. | |
| For example the `f_globals` field has a `f_` prefix implying it belongs to the | |
| `PyFrameObject` struct, although it belongs to the `_PyInterpreterFrame` struct. | |
| We may rationalize this naming scheme for 3.12. | |
| ### Shim frames | |
| On entry to `_PyEval_EvalFrameDefault()` a shim `_PyInterpreterFrame` is pushed. | |
| This frame is stored on the C stack, and popped when `_PyEval_EvalFrameDefault()` | |
| returns. This extra frame is inserted so that `RETURN_VALUE`, `YIELD_VALUE`, and | |
| `RETURN_GENERATOR` do not need to check whether the current frame is the entry frame. | |
| The shim frame points to a special code object containing the `INTERPRETER_EXIT` | |
| instruction which cleans up the shim frame and returns. | |
| ### The Instruction Pointer | |
| `_PyInterpreterFrame` has two fields which are used to maintain the instruction | |
| pointer: `instr_ptr` and `return_offset`. | |
| When a frame is executing, `instr_ptr` points to the instruction currently being | |
| executed. In a suspended frame, it points to the instruction that would execute | |
| if the frame were to resume. After `frame.f_lineno` is set, `instr_ptr` points to | |
| the next instruction to be executed. During a call to a python function, | |
| `instr_ptr` points to the call instruction, because this is what we would expect | |
| to see in an exception traceback. | |
| The `return_offset` field determines where a `RETURN` should go in the caller, | |
| relative to `instr_ptr`. It is only meaningful to the callee, so it needs to | |
| be set in any instruction that implements a call (to a Python function), | |
| including CALL, SEND and BINARY_SUBSCR_GETITEM, among others. If there is no | |
| callee, then return_offset is meaningless. It is necessary to have a separate | |
| field for the return offset because (1) if we apply this offset to `instr_ptr` | |
| while executing the `RETURN`, this is too early and would lose us information | |
| about the previous instruction which we could need for introspecting and | |
| debugging. (2) `SEND` needs to pass two offsets to the generator: one for | |
| `RETURN` and one for `YIELD`. It uses the `oparg` for one, and the | |
| `return_offset` for the other. |