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dim_mir.py
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274 lines (203 loc) · 5.59 KB
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# dim_mir.py — Mid-Level IR for Dim
from dataclasses import dataclass, field
from typing import List, Optional, Dict, Union, Any
from enum import Enum, auto
class Mutability(Enum):
Not = auto()
Mut = auto()
class BorrowKind(Enum):
Shared = auto() # &T
Mutable = auto() # &mut T
@dataclass
class Local:
index: int
name: Optional[str] = None
ty: Any = None # dim_types.Type
mutability: Mutability = Mutability.Not
def __post_init__(self):
if not isinstance(self.mutability, Mutability):
self.mutability = Mutability.Not
@dataclass
class Place:
local: "Local"
projection: List[str] = field(default_factory=list)
class Operand:
pass
@dataclass
class ConstOperand(Operand):
ty: Any
value: Any
@dataclass
class PlaceOperand(Operand):
place: Place
@dataclass
class BorrowOperand(Operand):
place: Place
kind: BorrowKind
class RValue:
pass
@dataclass
class UseRValue(RValue):
operand: Operand
@dataclass
class BinOpRValue(RValue):
left: Operand
op: str
right: Operand
@dataclass
class UnOpRValue(RValue):
op: str
operand: Operand
@dataclass
class TensorRValue(RValue):
dtype: Any
shape: List[int]
op: str = "const"
@dataclass
class RuntimeCallRValue(RValue):
func_name: str
args: List[Operand]
result_ty: Any
class MIRStatement:
pass
@dataclass
class Assign(MIRStatement):
place: Place
rvalue: RValue
@dataclass
class StorageLive(MIRStatement):
local: Local
@dataclass
class StorageDead(MIRStatement):
local: Local
@dataclass
class Borrow(MIRStatement):
dest: Place
kind: BorrowKind
place: Place
@dataclass
class Drop(MIRStatement):
place: Place
class Terminator:
pass
@dataclass
class Return(Terminator):
value: Optional[Operand] = None
@dataclass
class Goto(Terminator):
target: int
@dataclass
class Branch(Terminator):
condition: Operand
true_target: int
false_target: int
@dataclass
class Call(Terminator):
callee: Any
args: List[Operand]
dest: Optional[Place]
next_block: "BasicBlock"
@dataclass
class PromptCall(Terminator):
prompt_ref: str
input: Operand
dest: Optional[Place]
next_block: "BasicBlock"
deterministic: bool = False
@dataclass
class BasicBlock:
id: int
stmts: List[MIRStatement] = field(default_factory=list)
terminator: Optional[Terminator] = None
@dataclass
class MIRFunction:
name: str
params: List[Local]
return_type: Any
blocks: List[BasicBlock] = field(default_factory=list)
locals: List[Local] = field(default_factory=list)
locals_map: Dict[int, Local] = field(default_factory=dict)
def __post_init__(self):
self.locals_map = {loc.index: loc for loc in self.locals}
def pretty(self) -> str:
lines = [
f"fn {self.name}({', '.join(p.name or f'%{p.index}' for p in self.params)}) -> {self.return_type}:"
]
for bb in self.blocks:
lines.append(f" bb{bb.id}:")
for s in bb.stmts:
lines.append(f" {s}")
if bb.terminator:
lines.append(f" → {bb.terminator}")
return "\n".join(lines)
@dataclass
class MIRModule:
name: str
functions: List[MIRFunction] = field(default_factory=list)
def cfg_liveness(fn: MIRFunction) -> tuple:
"""
Simple liveness analysis for MIR basic blocks.
Returns (live_in, live_out) dicts: block object id -> set of local indices.
"""
live_in: Dict[int, set] = {id(bb): set() for bb in fn.blocks}
live_out: Dict[int, set] = {id(bb): set() for bb in fn.blocks}
def block_locals(bb: BasicBlock) -> set:
result = set()
for s in bb.stmts:
if isinstance(s, StorageLive):
result.add(s.local.index)
elif isinstance(s, Assign):
if isinstance(s.place, Place):
result.add(s.place.local.index)
elif hasattr(s.place, "local"):
result.add(s.place.local.index)
return result
changed = True
while changed:
changed = False
for bb in fn.blocks:
out = set()
for succ_bb in _successors_bb(bb, fn):
out |= live_in.get(id(succ_bb), set())
live_out[id(bb)] = out
kill = block_locals(bb)
inp = (live_out[id(bb)] - kill) | kill
if inp != live_in[id(bb)]:
live_in[id(bb)] = inp
changed = True
return live_in, live_out
def _successors(bb: BasicBlock, fn: MIRFunction) -> List[int]:
term = bb.terminator
if term is None:
return []
if isinstance(term, Goto):
return [term.target]
if isinstance(term, Branch):
return [term.true_target, term.false_target]
if isinstance(term, Return):
return []
if isinstance(term, (Call, PromptCall)):
return [term.next_block.id]
def _successors_bb(bb: BasicBlock, fn: MIRFunction) -> List[BasicBlock]:
term = bb.terminator
if term is None:
return []
if isinstance(term, Goto):
for b in fn.blocks:
if b.id == term.target:
return [b]
return []
if isinstance(term, Branch):
result = []
for b in fn.blocks:
if b.id == term.true_target:
result.append(b)
elif b.id == term.false_target:
result.append(b)
return result
if isinstance(term, Return):
return []
if isinstance(term, (Call, PromptCall)):
return [term.next_block]
return []
return []