diff --git a/src/bloqade/analysis/address/__init__.py b/src/bloqade/analysis/address/__init__.py index c004b7cc..18938f82 100644 --- a/src/bloqade/analysis/address/__init__.py +++ b/src/bloqade/analysis/address/__init__.py @@ -1,11 +1,15 @@ from . import impls as impls from .lattice import ( + Bottom as Bottom, Address as Address, - NotQubit as NotQubit, + Unknown as Unknown, AddressReg as AddressReg, - AnyAddress as AnyAddress, - AddressWire as AddressWire, + UnknownReg as UnknownReg, + ConstResult as ConstResult, AddressQubit as AddressQubit, - AddressTuple as AddressTuple, + PartialIList as PartialIList, + PartialTuple as PartialTuple, + UnknownQubit as UnknownQubit, + PartialLambda as PartialLambda, ) from .analysis import AddressAnalysis as AddressAnalysis diff --git a/src/bloqade/analysis/address/analysis.py b/src/bloqade/analysis/address/analysis.py index d1438b00..1f78cfdb 100644 --- a/src/bloqade/analysis/address/analysis.py +++ b/src/bloqade/analysis/address/analysis.py @@ -1,13 +1,13 @@ -from typing import TypeVar +from typing import Any, Type, TypeVar from dataclasses import field -from kirin import ir, interp +from kirin import ir, types, interp from kirin.analysis import Forward, const +from kirin.dialects.ilist import IList from kirin.analysis.forward import ForwardFrame +from kirin.analysis.const.lattice import PartialLambda -from bloqade.types import QubitType - -from .lattice import Address +from .lattice import Address, AddressReg, ConstResult, PartialIList, PartialTuple class AddressAnalysis(Forward[Address]): @@ -16,12 +16,15 @@ class AddressAnalysis(Forward[Address]): """ keys = ["qubit.address"] + _const_prop: const.Propagate lattice = Address next_address: int = field(init=False) def initialize(self): super().initialize() self.next_address: int = 0 + self._const_prop = const.Propagate(self.dialects) + self._const_prop.initialize() return self @property @@ -31,30 +34,117 @@ def qubit_count(self) -> int: T = TypeVar("T") - def get_const_value(self, typ: type[T], value: ir.SSAValue) -> T: - if isinstance(hint := value.hints.get("const"), const.Value): - data = hint.data - if isinstance(data, typ): - return hint.data - raise interp.InterpreterError( - f"Expected constant value , got {data}" - ) - raise interp.InterpreterError( - f"Expected constant value , got {value}" - ) - - def eval_stmt_fallback( - self, frame: ForwardFrame[Address], stmt: ir.Statement - ) -> tuple[Address, ...] | interp.SpecialValue[Address]: - return tuple( - ( - self.lattice.top() - if result.type.is_subseteq(QubitType) - else self.lattice.bottom() - ) - for result in stmt.results - ) + def to_address(self, result: const.Result): + return ConstResult(result) + + def try_eval_const_prop( + self, + frame: ForwardFrame[Address], + stmt: ir.Statement, + args: tuple[ConstResult, ...], + ) -> interp.StatementResult[Address]: + _frame = self._const_prop.initialize_frame(frame.code) + _frame.set_values(stmt.args, tuple(x.result for x in args)) + result = self._const_prop.eval_stmt(_frame, stmt) + + match result: + case interp.ReturnValue(constant_ret): + return interp.ReturnValue(self.to_address(constant_ret)) + case interp.YieldValue(constant_values): + return interp.YieldValue(tuple(map(self.to_address, constant_values))) + case interp.Successor(block, block_args): + return interp.Successor(block, *map(self.to_address, block_args)) + case tuple(): + return tuple(map(self.to_address, result)) + case _: + return result + + def unpack_iterable(self, iterable: Address): + """Extract the values of a container lattice element. + + Args: + iterable: The lattice element representing a container. + + Returns: + A tuple of the container type and the contained values. + + """ + + def from_constant(constant: const.Result) -> Address: + return ConstResult(constant) + + def from_literal(literal: Any) -> Address: + return ConstResult(const.Value(literal)) + + match iterable: + case PartialIList(data): + return PartialIList, data + case PartialTuple(data): + return PartialTuple, data + case AddressReg(): + return PartialIList, iterable.qubits + case ConstResult(const.Value(IList() as data)): + return PartialIList, tuple(map(from_literal, data)) + case ConstResult(const.Value(tuple() as data)): + return PartialTuple, tuple(map(from_literal, data)) + case ConstResult(const.PartialTuple(data)): + return PartialTuple, tuple(map(from_constant, data)) + case _: + return None, () + + def run_lattice( + self, + callee: Address, + inputs: tuple[Address, ...], + kwargs: tuple[str, ...], + ) -> Address: + """Run a callable lattice element with the given inputs and keyword arguments. + + Args: + callee (Address): The lattice element representing the callable. + inputs (tuple[Address, ...]): The input lattice elements. + kwargs (tuple[str, ...]): The keyword argument names. + + Returns: + Address: The resulting lattice element after invoking the callable. + + """ + + match callee: + case PartialLambda(code=code, argnames=argnames): + _, ret = self.run_callable( + code, (callee,) + self.permute_values(argnames, inputs, kwargs) + ) + return ret + case ConstResult(const.Value(ir.Method() as method)): + _, ret = self.run_method( + method, + self.permute_values(method.arg_names, inputs, kwargs), + ) + return ret + case _: + return Address.top() + + def get_const_value(self, addr: Address, typ: Type[T]) -> T | None: + if not isinstance(addr, ConstResult): + return None + + if not isinstance(result := addr.result, const.Value): + return None + + if not isinstance(value := result.data, typ): + return None + + return value + + def eval_stmt_fallback(self, frame: ForwardFrame[Address], stmt: ir.Statement): + args = frame.get_values(stmt.args) + if types.is_tuple_of(args, ConstResult): + return self.try_eval_const_prop(frame, stmt, args) + + return tuple(Address.from_type(result.type) for result in stmt.results) def run_method(self, method: ir.Method, args: tuple[Address, ...]): # NOTE: we do not support dynamic calls here, thus no need to propagate method object - return self.run_callable(method.code, (self.lattice.bottom(),) + args) + self_mt = ConstResult(const.Value(method)) + return self.run_callable(method.code, (self_mt,) + args) diff --git a/src/bloqade/analysis/address/impls.py b/src/bloqade/analysis/address/impls.py index dcfba6f6..1a89bb3e 100644 --- a/src/bloqade/analysis/address/impls.py +++ b/src/bloqade/analysis/address/impls.py @@ -2,32 +2,56 @@ qubit.address method table for a few builtin dialects. """ -from kirin import interp +from itertools import chain + +from kirin import ir, interp from kirin.analysis import ForwardFrame, const from kirin.dialects import cf, py, scf, func, ilist from .lattice import ( Address, - NotQubit, - AddressReg, - AddressQubit, - AddressTuple, + ConstResult, + PartialIList, + PartialTuple, + PartialLambda, ) from .analysis import AddressAnalysis +@py.constant.dialect.register(key="qubit.address") +class PyConstant(interp.MethodTable): + @interp.impl(py.Constant) + def constant( + self, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: py.Constant, + ): + return (ConstResult(const.Value(stmt.value.unwrap())),) + + @py.binop.dialect.register(key="qubit.address") class PyBinOp(interp.MethodTable): - @interp.impl(py.Add) - def add(self, interp: AddressAnalysis, frame: interp.Frame, stmt: py.Add): + def add( + self, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: py.Add, + ): lhs = frame.get(stmt.lhs) rhs = frame.get(stmt.rhs) - if isinstance(lhs, AddressTuple) and isinstance(rhs, AddressTuple): - return (AddressTuple(data=lhs.data + rhs.data),) - else: - return (NotQubit(),) + lhs_type, lhs_values = interp_.unpack_iterable(lhs) + rhs_type, rhs_values = interp_.unpack_iterable(rhs) + + if lhs_type is None or rhs_type is None: + return (Address.top(),) + + if lhs_type is not rhs_type: + return (Address.bottom(),) + + return (lhs_type(tuple(chain(lhs_values, rhs_values))),) @py.tuple.dialect.register(key="qubit.address") @@ -35,110 +59,299 @@ class PyTuple(interp.MethodTable): @interp.impl(py.tuple.New) def new_tuple( self, - interp: AddressAnalysis, - frame: interp.Frame, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], stmt: py.tuple.New, ): - return (AddressTuple(frame.get_values(stmt.args)),) + return (PartialTuple(frame.get_values(stmt.args)),) @ilist.dialect.register(key="qubit.address") -class IList(interp.MethodTable): +class IListMethods(interp.MethodTable): @interp.impl(ilist.New) def new_ilist( self, - interp: AddressAnalysis, - frame: interp.Frame, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], stmt: ilist.New, ): - return (AddressTuple(frame.get_values(stmt.values)),) + return (PartialIList(frame.get_values(stmt.args)),) - -@py.list.dialect.register(key="qubit.address") -class PyList(interp.MethodTable): - @interp.impl(py.list.New) - def new_ilist( + @interp.impl(ilist.ForEach) + @interp.impl(ilist.Map) + def map_( self, - interp: AddressAnalysis, - frame: interp.Frame, - stmt: py.list.New, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: ilist.Map | ilist.ForEach, ): - return (AddressTuple(frame.get_values(stmt.args)),) + fn = frame.get(stmt.fn) + collection = frame.get(stmt.collection) + collection_type, values = interp_.unpack_iterable(collection) + + if collection_type is None: + return (Address.top(),) + + if collection_type is not PartialIList: + return (Address.bottom(),) + + results = [] + for ele in values: + ret = interp_.run_lattice(fn, (ele,), ()) + results.append(ret) + + if isinstance(stmt, ilist.Map): + return (PartialIList(tuple(results)),) + + +@py.len.dialect.register(key="qubit.address") +class PyLen(interp.MethodTable): + @interp.impl(py.Len) + def len_( + self, interp_: AddressAnalysis, frame: ForwardFrame[Address], stmt: py.Len + ): + obj = frame.get(stmt.value) + _, values = interp_.unpack_iterable(obj) + + if values is None: + return (Address.top(),) + + return (ConstResult(const.Value(len(values))),) @py.indexing.dialect.register(key="qubit.address") class PyIndexing(interp.MethodTable): @interp.impl(py.GetItem) - def getitem(self, interp: AddressAnalysis, frame: interp.Frame, stmt: py.GetItem): - + def getitem( + self, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: py.GetItem, + ): # determine if the index is an int constant # or a slice - hint = stmt.index.hints.get("const") - if hint is None: - return (NotQubit(),) - - if isinstance(hint, const.Value): - idx = hint.data - elif isinstance(hint, slice): - idx = hint - else: - return (NotQubit(),) - - # The object being indexed into obj = frame.get(stmt.obj) - # The `data` attributes holds onto other Address types - # so we just extract that here - if isinstance(obj, AddressTuple): - return (obj.data[idx],) - # If idx is an integer index into an AddressReg, - # then it's safe to assume a single qubit is being accessed. - # On the other hand, if it's a slice, we return - # a new AddressReg to preserve the new sequence. - elif isinstance(obj, AddressReg): - if isinstance(idx, slice): - return (AddressReg(data=obj.data[idx]),) - if isinstance(idx, int): - return (AddressQubit(obj.data[idx]),) - else: - return (NotQubit(),) + index = frame.get(stmt.index) + + typ, values = interp_.unpack_iterable(obj) + if typ is None: + return (Address.top(),) + + int_index = interp_.get_const_value(index, int) + if int_index is not None: + return (values[int_index],) + + slice_index = interp_.get_const_value(index, slice) + if slice_index is not None: + return (typ(values[slice_index]),) + + return (Address.top(),) @py.assign.dialect.register(key="qubit.address") class PyAssign(interp.MethodTable): @interp.impl(py.Alias) - def alias(self, interp: AddressAnalysis, frame: interp.Frame, stmt: py.Alias): + def alias( + self, + interp: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: py.Alias, + ): return (frame.get(stmt.value),) +# TODO: look for abstract method table for func. @func.dialect.register(key="qubit.address") class Func(interp.MethodTable): @interp.impl(func.Return) - def return_(self, _: AddressAnalysis, frame: interp.Frame, stmt: func.Return): + def return_( + self, + _: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: func.Return, + ): return interp.ReturnValue(frame.get(stmt.value)) # TODO: replace with the generic implementation @interp.impl(func.Invoke) - def invoke(self, interp_: AddressAnalysis, frame: interp.Frame, stmt: func.Invoke): + def invoke( + self, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: func.Invoke, + ): + + args = interp_.permute_values( + stmt.callee.arg_names, frame.get_values(stmt.inputs), stmt.kwargs + ) _, ret = interp_.run_method( stmt.callee, - interp_.permute_values( - stmt.callee.arg_names, frame.get_values(stmt.inputs), stmt.kwargs - ), + args, ) + return (ret,) - # TODO: support lambda? + @interp.impl(func.Lambda) + def lambda_( + self, + inter_: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: func.Lambda, + ): + arg_names = [ + arg.name or str(idx) for idx, arg in enumerate(stmt.body.blocks[0].args) + ] + return ( + PartialLambda( + arg_names, + stmt, + frame.get_values(stmt.captured), + ), + ) + + @interp.impl(func.Call) + def call( + self, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: func.Call, + ): + result = interp_.run_lattice( + frame.get(stmt.callee), + frame.get_values(stmt.inputs), + stmt.kwargs, + ) + return (result,) + + @interp.impl(func.GetField) + def get_field( + self, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: func.GetField, + ): + self_mt = frame.get(stmt.obj) + match self_mt: + case PartialLambda(captured=captured): + return (captured[stmt.field],) + case ConstResult(const.Value(ir.Method() as mt)): + return (ConstResult(const.Value(mt.fields[stmt.field])),) + + return (Address.top(),) @cf.dialect.register(key="qubit.address") -class Cf(cf.typeinfer.TypeInfer): - # NOTE: cf just re-use the type infer method table - # it's the same process as type infer. - pass +class Cf(interp.MethodTable): + + @interp.impl(cf.Branch) + def branch( + self, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: cf.Branch, + ): + frame.worklist.append( + interp.Successor(stmt.successor, *frame.get_values(stmt.arguments)) + ) + return () + + @interp.impl(cf.ConditionalBranch) + def conditional_branch( + self, + interp_: const.Propagate, + frame: ForwardFrame[Address], + stmt: cf.ConditionalBranch, + ): + address_cond = frame.get(stmt.cond) + + if isinstance(address_cond, ConstResult) and isinstance( + cond := address_cond.result, const.Value + ): + else_successor = interp.Successor( + stmt.else_successor, *frame.get_values(stmt.else_arguments) + ) + then_successor = interp.Successor( + stmt.then_successor, *frame.get_values(stmt.then_arguments) + ) + if cond.data: + frame.worklist.append(then_successor) + else: + frame.worklist.append(else_successor) + else: + frame.entries[stmt.cond] = ConstResult(const.Value(True)) + then_successor = interp.Successor( + stmt.then_successor, *frame.get_values(stmt.then_arguments) + ) + frame.worklist.append(then_successor) + + frame.entries[stmt.cond] = ConstResult(const.Value(False)) + else_successor = interp.Successor( + stmt.else_successor, *frame.get_values(stmt.else_arguments) + ) + frame.worklist.append(else_successor) + + frame.entries[stmt.cond] = address_cond + return () @scf.dialect.register(key="qubit.address") -class Scf(scf.absint.Methods): +class Scf(interp.MethodTable): + @interp.impl(scf.Yield) + def yield_( + self, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: scf.Yield, + ): + return interp.YieldValue(frame.get_values(stmt.values)) + + @interp.impl(scf.IfElse) + def ifelse( + self, + interp_: AddressAnalysis, + frame: ForwardFrame[Address], + stmt: scf.IfElse, + ): + address_cond = frame.get(stmt.cond) + # run specific branch + if isinstance(address_cond, ConstResult) and isinstance( + const_cond := address_cond.result, const.Value + ): + body = stmt.then_body if const_cond.data else stmt.else_body + with interp_.new_frame(stmt, has_parent_access=True) as body_frame: + ret = interp_.run_ssacfg_region(body_frame, body, (address_cond,)) + # interp_.set_values(frame, body_frame.entries.keys(), body_frame.entries.values()) + return ret + else: + # run both branches + with interp_.new_frame(stmt, has_parent_access=True) as then_frame: + then_results = interp_.run_ssacfg_region( + then_frame, stmt.then_body, (address_cond,) + ) + interp_.set_values( + frame, then_frame.entries.keys(), then_frame.entries.values() + ) + + with interp_.new_frame(stmt, has_parent_access=True) as else_frame: + else_results = interp_.run_ssacfg_region( + else_frame, stmt.else_body, (address_cond,) + ) + interp_.set_values( + frame, else_frame.entries.keys(), else_frame.entries.values() + ) + # TODO: pick the non-return value + if isinstance(then_results, interp.ReturnValue) and isinstance( + else_results, interp.ReturnValue + ): + return interp.ReturnValue(then_results.value.join(else_results.value)) + elif isinstance(then_results, interp.ReturnValue): + ret = else_results + elif isinstance(else_results, interp.ReturnValue): + ret = then_results + else: + ret = interp_.join_results(then_results, else_results) + + return ret @interp.impl(scf.For) def for_loop( @@ -147,32 +360,22 @@ def for_loop( frame: ForwardFrame[Address], stmt: scf.For, ): - if not isinstance(hint := stmt.iterable.hints.get("const"), const.Value): + loop_vars = frame.get_values(stmt.initializers) + iter_type, iterable = interp_.unpack_iterable(frame.get(stmt.iterable)) + + if iter_type is None: return interp_.eval_stmt_fallback(frame, stmt) - iterable = hint.data - loop_vars = frame.get_values(stmt.initializers) - body_block = stmt.body.blocks[0] - block_args = body_block.args - - # NOTE: we need to actually run iteration in case there are - # new allocations/re-assign in the loop body. - for _ in iterable: - with interp_.new_frame(stmt) as body_frame: - body_frame.entries.update(frame.entries) - body_frame.set_values( - block_args, - (NotQubit(),) + loop_vars, + for value in iterable: + with interp_.new_frame(stmt, has_parent_access=True) as body_frame: + loop_vars = interp_.run_ssacfg_region( + body_frame, stmt.body, (value,) + loop_vars ) - loop_vars = interp_.run_ssacfg_region(body_frame, stmt.body, ()) if loop_vars is None: loop_vars = () + elif isinstance(loop_vars, interp.ReturnValue): return loop_vars - if isinstance(body_block.last_stmt, func.Return): - frame.worklist.append(interp.Successor(body_block, NotQubit(), *loop_vars)) - return # if terminate is Return, there is no result - return loop_vars diff --git a/src/bloqade/analysis/address/lattice.py b/src/bloqade/analysis/address/lattice.py index ca225b86..7db65c4b 100644 --- a/src/bloqade/analysis/address/lattice.py +++ b/src/bloqade/analysis/address/lattice.py @@ -1,12 +1,18 @@ from typing import Sequence, final from dataclasses import dataclass +from kirin import ir, types from kirin.lattice import ( SingletonMeta, BoundedLattice, SimpleJoinMixin, SimpleMeetMixin, ) +from kirin.analysis import const +from kirin.dialects import ilist +from kirin.ir.attrs.abc import LatticeAttributeMeta + +from bloqade.types import QubitType @dataclass @@ -18,54 +24,94 @@ class Address( @classmethod def bottom(cls) -> "Address": - return NotQubit() + return Bottom() @classmethod def top(cls) -> "Address": - return AnyAddress() + return Unknown() + + @classmethod + def from_type(cls, typ: types.TypeAttribute): + if typ.is_subseteq(ilist.IListType[QubitType]): + return UnknownReg() + elif typ.is_subseteq(QubitType): + return UnknownQubit() + else: + return Unknown() @final -@dataclass -class NotQubit(Address, metaclass=SingletonMeta): +class Bottom(Address, metaclass=SingletonMeta): + """Error during interpretation""" def is_subseteq(self, other: Address) -> bool: return True @final -@dataclass -class AnyAddress(Address, metaclass=SingletonMeta): +class Unknown(Address, metaclass=SingletonMeta): + """Can't determine if it is an address or constant.""" def is_subseteq(self, other: Address) -> bool: - return isinstance(other, AnyAddress) + return isinstance(other, Unknown) @final @dataclass -class AddressTuple(Address): - data: tuple[Address, ...] +class ConstResult(Address): + """Stores a constant prop result in the lattice""" + + result: const.Result def is_subseteq(self, other: Address) -> bool: - if isinstance(other, AddressTuple): - return all(a.is_subseteq(b) for a, b in zip(self.data, other.data)) - return False + return isinstance(other, ConstResult) and self.result.is_subseteq(other.result) + + +class QubitLike(Address): + def join(self, other: Address): + if isinstance(other, QubitLike): + return super().join(other) + return self.bottom() + + def meet(self, other: Address): + if isinstance(other, QubitLike): + return super().meet(other) + return self.bottom() @final -@dataclass -class AddressReg(Address): - data: Sequence[int] +class UnknownQubit(QubitLike, metaclass=SingletonMeta): + """A lattice element representing a single qubit with an unknown address.""" def is_subseteq(self, other: Address) -> bool: - if isinstance(other, AddressReg): - return self.data == other.data - return False + return isinstance(other, QubitLike) + + +class RegisterLike(Address): + def join(self, other: Address): + if isinstance(other, RegisterLike): + return super().join(other) + return self.bottom() + + def meet(self, other: Address): + if isinstance(other, RegisterLike): + return super().meet(other) + return self.bottom() + + +@final +class UnknownReg(RegisterLike, metaclass=SingletonMeta): + """A lattice element representing a container of qubits with unknown indices.""" + + def is_subseteq(self, other: Address) -> bool: + return isinstance(other, RegisterLike) @final @dataclass -class AddressQubit(Address): +class AddressQubit(QubitLike): + """A lattice element representing a single qubit with a known address.""" + data: int def is_subseteq(self, other: Address) -> bool: @@ -76,10 +122,149 @@ def is_subseteq(self, other: Address) -> bool: @final @dataclass -class AddressWire(Address): - origin_qubit: AddressQubit +class AddressReg(RegisterLike): + """A lattice element representing a container of qubits with known indices.""" + + data: Sequence[int] def is_subseteq(self, other: Address) -> bool: - if isinstance(other, AddressWire): - return self.origin_qubit == other.origin_qubit - return False + return isinstance(other, AddressReg) and self.data == other.data + + @property + def qubits(self) -> tuple[AddressQubit, ...]: + return tuple(AddressQubit(i) for i in self.data) + + +@final +@dataclass +class PartialLambda(Address): + """Represents a partially known lambda function""" + + argnames: list[str] + code: ir.Statement + captured: tuple[Address, ...] + + def join(self, other: Address) -> Address: + if other is other.bottom(): + return self + + if not isinstance(other, PartialLambda): + return self.top().join(other) # widen self + + if self.code is not other.code: + return self.top() # lambda stmt is pure + + if len(self.captured) != len(other.captured): + return self.bottom() # err + + return PartialLambda( + self.argnames, + self.code, + tuple(x.join(y) for x, y in zip(self.captured, other.captured)), + ) + + def meet(self, other: Address) -> Address: + if not isinstance(other, PartialLambda): + return self.top().meet(other) + + if self.code is not other.code: + return self.bottom() + + if len(self.captured) != len(other.captured): + return self.top() + + return PartialLambda( + self.argnames, + self.code, + tuple(x.meet(y) for x, y in zip(self.captured, other.captured)), + ) + + def is_subseteq(self, other: Address) -> bool: + return ( + isinstance(other, PartialLambda) + and self.code is other.code + and self.argnames == other.argnames + and len(self.captured) == len(other.captured) + and all( + self_ele.is_subseteq(other_ele) + for self_ele, other_ele in zip(self.captured, other.captured) + ) + ) + + +@dataclass +class StaticContainer(Address): + """A lattice element representing the results of any static container, e. g. ilist or tuple.""" + + data: tuple[Address, ...] + + @classmethod + def new(cls, data: tuple[Address, ...]): + return cls(data) + + def join(self, other: "Address") -> "Address": + if isinstance(other, type(self)) and len(self.data) == len(other.data): + return self.new(tuple(x.join(y) for x, y in zip(self.data, other.data))) + return self.top() + + def meet(self, other: "Address") -> "Address": + if isinstance(other, type(self)) and len(self.data) == len(other.data): + return self.new(tuple(x.meet(y) for x, y in zip(self.data, other.data))) + return self.bottom() + + def is_subseteq(self, other: "Address") -> bool: + return ( + isinstance(other, type(self)) + and len(self.data) == len(other.data) + and all(x.is_subseteq(y) for x, y in zip(self.data, other.data)) + ) + + +class PartialIListMeta(LatticeAttributeMeta): + """This metaclass assures that PartialILists of ConstResults or AddressQubits are canonicalized + to a single ConstResult or AddressReg respectively. + + because AddressReg is a specialization of PartialIList, being a container of pure qubit + addresses. For Operations that act in generic containers (e.g., ilist.ForEach), + AddressReg is treated as PartialIList but for other types of analysis it is often + useful to distinguish between a generic IList and a pure qubit address list. + + Inside the method tables the `GetValuesMixin` implements a method that effectively + undoes this canonicalization. + + """ + + def __call__(cls, data: tuple[Address, ...]): + # TODO: when constant prop has PartialIList, make sure to canonicalize here. + if types.is_tuple_of(data, ConstResult) and types.is_tuple_of( + all_constants := tuple(ele.result for ele in data), const.Value + ): + # all constants, create constant list + return ConstResult( + const.Value(ilist.IList([ele.data for ele in all_constants])) + ) + elif types.is_tuple_of(data, AddressQubit): + # all qubits create qubit register + return AddressReg(tuple(ele.data for ele in data)) + else: + return super().__call__(data) + + +@final +class PartialIList(StaticContainer, metaclass=PartialIListMeta): + """A lattice element representing a partially known ilist.""" + + +class PartialTupleMeta(LatticeAttributeMeta): + """This metaclass assures that PartialTuples of ConstResults are canonicalized to a single ConstResult.""" + + def __call__(cls, data: tuple[Address, ...]): + if not types.is_tuple_of(data, ConstResult): + return super().__call__(data) + + return ConstResult(const.PartialTuple(tuple(ele.result for ele in data))) + + +@final +class PartialTuple(StaticContainer, metaclass=PartialTupleMeta): + """A lattice element representing a partially known tuple.""" diff --git a/src/bloqade/analysis/fidelity/analysis.py b/src/bloqade/analysis/fidelity/analysis.py index 7a15b99d..763152fe 100644 --- a/src/bloqade/analysis/fidelity/analysis.py +++ b/src/bloqade/analysis/fidelity/analysis.py @@ -7,7 +7,7 @@ from kirin.interp.value import Successor from kirin.analysis.forward import ForwardFrame -from ..address import AddressAnalysis +from ..address import Address, AddressAnalysis class FidelityAnalysis(Forward): @@ -57,7 +57,7 @@ def main(): _current_atom_survival_probability: list[float] = field(init=False) - addr_frame: ForwardFrame = field(init=False) + addr_frame: ForwardFrame[Address] = field(init=False) def initialize(self): super().initialize() diff --git a/src/bloqade/pyqrack/device.py b/src/bloqade/pyqrack/device.py index 2b58e3af..60e840de 100644 --- a/src/bloqade/pyqrack/device.py +++ b/src/bloqade/pyqrack/device.py @@ -18,7 +18,7 @@ ) from bloqade.pyqrack.task import PyQrackSimulatorTask from pyqrack.qrack_simulator import QrackSimulator -from bloqade.analysis.address.lattice import AnyAddress +from bloqade.analysis.address.lattice import UnknownReg, UnknownQubit from bloqade.analysis.address.analysis import AddressAnalysis RetType = TypeVar("RetType") @@ -355,7 +355,7 @@ def task( address_analysis = AddressAnalysis(dialects=kernel.dialects) frame, _ = address_analysis.run_analysis(kernel) if self.min_qubits == 0 and any( - isinstance(a, AnyAddress) for a in frame.entries.values() + isinstance(a, (UnknownQubit, UnknownReg)) for a in frame.entries.values() ): raise ValueError( "All addresses must be resolved. Or set min_qubits to a positive integer." diff --git a/src/bloqade/pyqrack/target.py b/src/bloqade/pyqrack/target.py index e7c57cf4..6f18e7a0 100644 --- a/src/bloqade/pyqrack/target.py +++ b/src/bloqade/pyqrack/target.py @@ -12,7 +12,7 @@ PyQrackInterpreter, _default_pyqrack_args, ) -from bloqade.analysis.address import AnyAddress, AddressAnalysis +from bloqade.analysis.address import UnknownQubit, AddressAnalysis Params = ParamSpec("Params") RetType = TypeVar("RetType") @@ -53,7 +53,7 @@ def _get_interp(self, mt: ir.Method[Params, RetType]): address_analysis = AddressAnalysis(mt.dialects) frame, _ = address_analysis.run_analysis(mt) if self.min_qubits == 0 and any( - isinstance(a, AnyAddress) for a in frame.entries.values() + isinstance(a, UnknownQubit) for a in frame.entries.values() ): raise ValueError( "All addresses must be resolved. Or set min_qubits to a positive integer." diff --git a/src/bloqade/qasm2/dialects/core/address.py b/src/bloqade/qasm2/dialects/core/address.py index f7505b52..95fcb1ec 100644 --- a/src/bloqade/qasm2/dialects/core/address.py +++ b/src/bloqade/qasm2/dialects/core/address.py @@ -1,12 +1,14 @@ from kirin import interp +from kirin.analysis import const from bloqade.analysis.address import ( Address, - NotQubit, AddressReg, - AddressQubit, + ConstResult, + UnknownQubit, AddressAnalysis, ) +from bloqade.analysis.address.lattice import UnknownReg from .stmts import QRegGet, QRegNew from ._dialect import dialect @@ -22,17 +24,24 @@ def new( frame: interp.Frame[Address], stmt: QRegNew, ): - n_qubits = interp.get_const_value(int, stmt.n_qubits) - addr = AddressReg(range(interp.next_address, interp.next_address + n_qubits)) - interp.next_address += n_qubits - return (addr,) + n_qubits = frame.get(stmt.n_qubits) + match n_qubits: + case ConstResult(const.Value(int() as n)): + addr = AddressReg(range(interp.next_address, interp.next_address + n)) + interp.next_address += n + return (addr,) + case _: + return (UnknownReg(),) @interp.impl(QRegGet) def get(self, interp: AddressAnalysis, frame: interp.Frame[Address], stmt: QRegGet): addr = frame.get(stmt.reg) - pos = interp.get_const_value(int, stmt.idx) - if isinstance(addr, AddressReg): - global_idx = addr.data[pos] - return (AddressQubit(global_idx),) - else: # this is not reachable - return (NotQubit(),) + idx = frame.get(stmt.idx) + + typ, values = interp.unpack_iterable(addr) + idx_value = interp.get_const_value(idx, int) + + if typ is not None and idx_value is not None: + return (values[idx_value],) + + return (UnknownQubit(),) diff --git a/src/bloqade/qasm2/dialects/noise/fidelity.py b/src/bloqade/qasm2/dialects/noise/fidelity.py index d642a2ee..f7ed75c4 100644 --- a/src/bloqade/qasm2/dialects/noise/fidelity.py +++ b/src/bloqade/qasm2/dialects/noise/fidelity.py @@ -1,7 +1,6 @@ from kirin import interp from kirin.lattice import EmptyLattice -from bloqade.analysis.address import AddressQubit, AddressTuple from bloqade.analysis.fidelity import FidelityAnalysis from .stmts import PauliChannel, CZPauliChannel, AtomLossChannel @@ -42,10 +41,7 @@ def atom_loss( stmt: AtomLossChannel, ): # NOTE: since AtomLossChannel acts on IList[Qubit], we know the assigned address is a tuple - addresses: AddressTuple = interp.addr_frame.get(stmt.qargs) - + addresses = interp.addr_frame.get(stmt.qargs) # NOTE: get the corresponding index and reduce survival probability accordingly - for qbit_address in addresses.data: - assert isinstance(qbit_address, AddressQubit) - index = qbit_address.data + for index in addresses.data: interp._current_atom_survival_probability[index] *= 1 - stmt.prob diff --git a/src/bloqade/qasm2/dialects/noise/model.py b/src/bloqade/qasm2/dialects/noise/model.py index b64d4120..a2a37695 100644 --- a/src/bloqade/qasm2/dialects/noise/model.py +++ b/src/bloqade/qasm2/dialects/noise/model.py @@ -1,4 +1,5 @@ import abc +from typing import Sequence from dataclasses import field, dataclass @@ -161,7 +162,7 @@ def sitter_errors( @abc.abstractmethod def parallel_cz_errors( - self, ctrls: list[int], qargs: list[int], rest: list[int] + self, ctrls: Sequence[int], qargs: Sequence[int], rest: Sequence[int] ) -> dict[tuple[float, float, float, float], list[int]]: """Takes a set of ctrls and qargs and returns a noise model for all qubits.""" pass diff --git a/src/bloqade/qasm2/rewrite/noise/heuristic_noise.py b/src/bloqade/qasm2/rewrite/noise/heuristic_noise.py index 5656eda7..2daecab1 100644 --- a/src/bloqade/qasm2/rewrite/noise/heuristic_noise.py +++ b/src/bloqade/qasm2/rewrite/noise/heuristic_noise.py @@ -1,4 +1,4 @@ -from typing import Dict, List, Tuple, cast +from typing import Dict, List, Tuple from dataclasses import field, dataclass from kirin import ir @@ -55,7 +55,7 @@ def rewrite_single_qubit_gate(self, node: uop.SingleQubitGate): def rewrite_global_single_qubit_gate(self, node: glob.UGate): addrs = self.address_analysis[node.registers] - if not isinstance(addrs, address.AddressTuple): + if not isinstance(addrs, address.PartialIList): return rewrite_abc.RewriteResult() qargs = [] @@ -74,10 +74,7 @@ def rewrite_global_single_qubit_gate(self, node: glob.UGate): def rewrite_parallel_single_qubit_gate(self, node: parallel.RZ | parallel.UGate): addrs = self.address_analysis[node.qargs] - if not isinstance(addrs, address.AddressTuple): - return rewrite_abc.RewriteResult() - - if not all(isinstance(addr, address.AddressQubit) for addr in addrs.data): + if not isinstance(addrs, address.AddressReg): return rewrite_abc.RewriteResult() assert isinstance(node.qargs, ir.ResultValue) @@ -178,18 +175,11 @@ def rewrite_parallel_cz_gate(self, node: parallel.CZ): qargs = self.address_analysis[node.qargs] has_done_something = False - if ( - isinstance(ctrls, address.AddressTuple) - and all(isinstance(addr, address.AddressQubit) for addr in ctrls.data) - and isinstance(qargs, address.AddressTuple) - and all(isinstance(addr, address.AddressQubit) for addr in qargs.data) + if isinstance(ctrls, address.AddressReg) and isinstance( + qargs, address.AddressReg ): - ctrl_qubits = list( - map(lambda addr: cast(address.AddressQubit, addr).data, ctrls.data) - ) - qarg_qubits = list( - map(lambda addr: cast(address.AddressQubit, addr).data, qargs.data) - ) + ctrl_qubits = tuple(ctrls.data) + qarg_qubits = tuple(qargs.data) rest = sorted( set(self.qubit_ssa_value.keys()) - set(ctrl_qubits + qarg_qubits) ) diff --git a/src/bloqade/qasm2/rewrite/parallel_to_glob.py b/src/bloqade/qasm2/rewrite/parallel_to_glob.py index 6ad19789..c8c85981 100644 --- a/src/bloqade/qasm2/rewrite/parallel_to_glob.py +++ b/src/bloqade/qasm2/rewrite/parallel_to_glob.py @@ -3,7 +3,6 @@ from kirin import ir from kirin.rewrite import abc -from kirin.analysis import const from kirin.dialects import ilist from bloqade.analysis import address @@ -20,28 +19,24 @@ def rewrite_Statement(self, node: ir.Statement) -> abc.RewriteResult: return abc.RewriteResult() qargs = node.qargs - qarg_addresses = self.address_analysis.get(qargs, None) + qargs_address = self.address_analysis.get(qargs, address.Unknown()) - if isinstance(qarg_addresses, address.AddressReg): - # NOTE: we only have an AddressReg if it's an entire register, definitely rewrite that - return self._rewrite_parallel_to_glob(node) - - if not isinstance(qarg_addresses, address.AddressTuple): + if not isinstance(qargs_address, address.AddressReg): return abc.RewriteResult() - idxs, qreg = self._find_qreg(qargs.owner, set()) + qregs = self._get_all_qreg(qargs.owner) - if qreg is None: - # NOTE: no unique register found + if len(qregs) != 1: return abc.RewriteResult() - if not isinstance(hint := qreg.n_qubits.hints.get("const"), const.Value): - # NOTE: non-constant number of qubits + qreg = next(iter(qregs)) + + qreg_address = self.address_analysis.get(qreg, address.Unknown()) + + if not isinstance(qreg_address, address.AddressReg): return abc.RewriteResult() - n = hint.data - if len(idxs) != n: - # NOTE: not all qubits of the register are there + if set(qargs_address.data) != set(qreg_address.data): return abc.RewriteResult() return self._rewrite_parallel_to_glob(node) @@ -53,6 +48,24 @@ def _rewrite_parallel_to_glob(node: parallel.UGate) -> abc.RewriteResult: node.replace_by(global_u) return abc.RewriteResult(has_done_something=True) + @staticmethod + def _get_all_qreg(owner: ir.Statement | ir.Block): + stack = [owner] + qregs: set[ir.SSAValue] = set() + while stack: + current = stack.pop() + + if isinstance(current, core.stmts.QRegGet): + stack.append(current.reg.owner) + elif isinstance(current, ilist.New): + for val in current.values: + stack.append(val.owner) + + elif isinstance(current, core.QRegNew): + qregs.add(current.result) + + return qregs + @staticmethod def _find_qreg( qargs_owner: ir.Statement | ir.Block, idxs: set diff --git a/src/bloqade/qasm2/rewrite/parallel_to_uop.py b/src/bloqade/qasm2/rewrite/parallel_to_uop.py index e3b95c8c..cf052900 100644 --- a/src/bloqade/qasm2/rewrite/parallel_to_uop.py +++ b/src/bloqade/qasm2/rewrite/parallel_to_uop.py @@ -21,16 +21,10 @@ def rewrite_Statement(self, node: ir.Statement) -> abc.RewriteResult: def get_qubit_ssa(self, ilist_ref: ir.SSAValue) -> Optional[List[ir.SSAValue]]: addr = self.address_analysis.get(ilist_ref) - if not isinstance(addr, address.AddressTuple): + if not isinstance(addr, address.AddressReg): return None - ids = [] - for ele in addr.data: - if not isinstance(ele, address.AddressQubit): - return None - - ids.append(ele.data) - + ids = addr.data return [self.id_map[ele] for ele in ids] def rewrite_cz(self, node: ir.Statement): diff --git a/src/bloqade/squin/analysis/schedule.py b/src/bloqade/squin/analysis/schedule.py index 5283610e..ae8ac57d 100644 --- a/src/bloqade/squin/analysis/schedule.py +++ b/src/bloqade/squin/analysis/schedule.py @@ -210,8 +210,8 @@ def _update_dag(self, stmt: ir.Statement, addr: address.Address): if old_stmt is not None: self.stmt_dag.add_edge(old_stmt, stmt) self.use_def[idx] = stmt - elif isinstance(addr, address.AddressTuple): - for sub_addr in addr.data: + elif isinstance(addr, address.AddressReg): + for sub_addr in addr.qubits: self._update_dag(stmt, sub_addr) def update_dag(self, stmt: ir.Statement, args: Sequence[ir.SSAValue]): diff --git a/src/bloqade/stim/rewrite/qubit_to_stim.py b/src/bloqade/stim/rewrite/qubit_to_stim.py index e14cfeed..c6055b8f 100644 --- a/src/bloqade/stim/rewrite/qubit_to_stim.py +++ b/src/bloqade/stim/rewrite/qubit_to_stim.py @@ -61,7 +61,6 @@ def rewrite_SingleQubitGate( """ qubit_addr_attr = stmt.qubits.hints.get("address", None) - if qubit_addr_attr is None: return RewriteResult() diff --git a/src/bloqade/stim/rewrite/squin_noise.py b/src/bloqade/stim/rewrite/squin_noise.py index 17140c19..955c3167 100644 --- a/src/bloqade/stim/rewrite/squin_noise.py +++ b/src/bloqade/stim/rewrite/squin_noise.py @@ -2,6 +2,7 @@ from typing import Tuple from dataclasses import dataclass +from kirin import types from kirin.ir import SSAValue, Statement from kirin.dialects import py from kirin.rewrite.abc import RewriteRule, RewriteResult @@ -9,7 +10,7 @@ from bloqade.squin import noise as squin_noise from bloqade.stim.dialects import noise as stim_noise from bloqade.stim.rewrite.util import insert_qubit_idx_from_address -from bloqade.analysis.address.lattice import AddressTuple +from bloqade.analysis.address.lattice import AddressReg, PartialIList from bloqade.squin.rewrite.wrap_analysis import AddressAttribute @@ -29,33 +30,34 @@ def rewrite_NoiseChannel( """Rewrite NoiseChannel statements to their stim equivalents.""" rewrite_method = getattr(self, f"rewrite_{type(stmt).__name__}", None) + # No rewrite method exists and the rewrite should stop if rewrite_method is None: return RewriteResult() - if isinstance(stmt, squin_noise.stmts.CorrelatedQubitLoss): # CorrelatedQubitLoss represents a broadcast operation, but Stim does not # support broadcasting for multi-qubit noise channels. # Therefore, we must expand the broadcast into individual stim statements. qubit_address_attr = stmt.qubits.hints.get("address", None) + if not isinstance(qubit_address_attr, AddressAttribute): return RewriteResult() - address_tuple = qubit_address_attr.address - - if not isinstance(address_tuple, AddressTuple): + if not isinstance(address := qubit_address_attr.address, PartialIList): return RewriteResult() - qubit_idx_ssas_list = [ - insert_qubit_idx_from_address(AddressAttribute(address=address), stmt) - for address in address_tuple.data - ] - if None in qubit_idx_ssas_list: + if not types.is_tuple_of(data := address.data, AddressReg): return RewriteResult() - for qubit_idx_ssas in qubit_idx_ssas_list: - stim_stmt = rewrite_method(stmt, tuple(qubit_idx_ssas)) + for address_reg in data: + + qubit_idx_ssas = insert_qubit_idx_from_address( + AddressAttribute(address_reg), stmt + ) + + stim_stmt = rewrite_method(stmt, qubit_idx_ssas) stim_stmt.insert_before(stmt) + stmt.delete() return RewriteResult(has_done_something=True) diff --git a/src/bloqade/stim/rewrite/util.py b/src/bloqade/stim/rewrite/util.py index 82829f4b..ee5ede41 100644 --- a/src/bloqade/stim/rewrite/util.py +++ b/src/bloqade/stim/rewrite/util.py @@ -2,7 +2,7 @@ from kirin.dialects import py from bloqade.squin.rewrite import AddressAttribute -from bloqade.analysis.address import AddressReg, AddressWire, AddressQubit, AddressTuple +from bloqade.analysis.address import AddressReg, AddressQubit def create_and_insert_qubit_idx_stmt( @@ -19,30 +19,16 @@ def insert_qubit_idx_from_address( """ Extract qubit indices from an AddressAttribute and insert them into the SSA form. """ - address_data = address.address qubit_idx_ssas = [] - - if isinstance(address_data, AddressTuple): - for address_qubit in address_data.data: - if not isinstance(address_qubit, AddressQubit): - return - create_and_insert_qubit_idx_stmt( - address_qubit.data, stmt_to_insert_before, qubit_idx_ssas - ) - elif isinstance(address_data, AddressReg): - for qubit_idx in address_data.data: + if isinstance(address_data := address.address, AddressReg): + for qubit_idx in address_data.qubits: create_and_insert_qubit_idx_stmt( - qubit_idx, stmt_to_insert_before, qubit_idx_ssas + qubit_idx.data, stmt_to_insert_before, qubit_idx_ssas ) elif isinstance(address_data, AddressQubit): create_and_insert_qubit_idx_stmt( address_data.data, stmt_to_insert_before, qubit_idx_ssas ) - elif isinstance(address_data, AddressWire): - address_qubit = address_data.origin_qubit - create_and_insert_qubit_idx_stmt( - address_qubit.data, stmt_to_insert_before, qubit_idx_ssas - ) else: return diff --git a/test/analysis/address/test_qubit_analysis.py b/test/analysis/address/test_qubit_analysis.py index b3197c90..cee699ce 100644 --- a/test/analysis/address/test_qubit_analysis.py +++ b/test/analysis/address/test_qubit_analysis.py @@ -1,13 +1,14 @@ import pytest from util import collect_address_types +from kirin.analysis import const +from kirin.dialects import ilist -from bloqade import squin +from bloqade import qubit, squin from bloqade.analysis import address # test tuple and indexing -@pytest.mark.xfail def test_tuple_address(): @squin.kernel @@ -21,7 +22,7 @@ def test(): address_analysis = address.AddressAnalysis(test.dialects) frame, _ = address_analysis.run_analysis(test, no_raise=False) - address_types = collect_address_types(frame, address.AddressTuple) + address_types = collect_address_types(frame, address.PartialTuple) test.print(analysis=frame.entries) @@ -30,11 +31,10 @@ def test(): assert len(address_types) == 1 assert address_types[0].data == ( address.AddressQubit(1), - address.AddressReg(data=range(5, 15)), + address.AddressReg(data=tuple(range(5, 15))), ) -@pytest.mark.xfail def test_get_item(): @squin.kernel @@ -49,18 +49,17 @@ def test(): address_analysis = address.AddressAnalysis(test.dialects) frame, _ = address_analysis.run_analysis(test, no_raise=False) - address_tuples = collect_address_types(frame, address.AddressTuple) + address_tuples = collect_address_types(frame, address.PartialTuple) address_qubits = collect_address_types(frame, address.AddressQubit) assert ( - address.AddressTuple(data=(address.AddressQubit(0), address.AddressQubit(3))) + address.PartialTuple(data=(address.AddressQubit(0), address.AddressQubit(3))) in address_tuples ) assert address.AddressQubit(2) in address_qubits assert address.AddressQubit(0) in address_qubits -@pytest.mark.xfail def test_invoke(): @squin.kernel @@ -76,14 +75,13 @@ def test(): address_analysis = address.AddressAnalysis(test.dialects) frame, _ = address_analysis.run_analysis(test, no_raise=False) - address_tuples = collect_address_types(frame, address.AddressTuple) + address_tuples = collect_address_types(frame, address.PartialTuple) - assert address_tuples[-1] == address.AddressTuple( + assert address_tuples[-1] == address.PartialTuple( data=(address.AddressQubit(1), address.AddressQubit(2)) ) -@pytest.mark.xfail def test_slice(): @squin.kernel @@ -99,19 +97,11 @@ def main(): address_analysis = address.AddressAnalysis(main.dialects) frame, _ = address_analysis.run_analysis(main, no_raise=False) - address_regs = [ - address_reg_type - for address_reg_type in frame.entries.values() - if isinstance(address_reg_type, address.AddressReg) - ] - address_qubits = [ - address_qubit_type - for address_qubit_type in frame.entries.values() - if isinstance(address_qubit_type, address.AddressQubit) - ] + address_regs = collect_address_types(frame, address.AddressReg) + address_qubits = collect_address_types(frame, address.AddressQubit) - assert address_regs[0] == address.AddressReg(data=range(0, 4)) - assert address_regs[1] == address.AddressReg(data=range(1, 3)) + assert address_regs[0] == address.AddressReg(data=tuple(range(0, 4))) + assert address_regs[1] == address.AddressReg(data=tuple(range(1, 3))) assert address_qubits[0] == address.AddressQubit(data=1) @@ -139,14 +129,138 @@ def main(): assert result == address.AddressQubit(0) +def test_partial_tuple_constant(): + @squin.kernel + def main(n: int): + qreg = [] + for _ in (0, 1, 2, n): + qreg = qreg + [squin.qubit.new()] + + return qreg + + address_analysis = address.AddressAnalysis(main.dialects) + frame, result = address_analysis.run_analysis( + main, args=(address.ConstResult(const.Unknown()),), no_raise=False + ) + assert result == address.AddressReg(data=tuple(range(4))) + + +def test_partial_tuple(): + @squin.kernel + def main(n: int): + qreg = [] + for _ in (0, 1, 2, n): + qreg = qreg + [squin.qubit.new()] + + return qreg + + address_analysis = address.AddressAnalysis(main.dialects) + frame, result = address_analysis.run_analysis(main, no_raise=False) + assert result == address.AddressReg(data=tuple(range(4))) + + +def test_partial_tuple_add(): + @squin.kernel + def main(n: int): + return (0, 1) + (2, n) + + address_analysis = address.AddressAnalysis(main.dialects) + frame, result = address_analysis.run_analysis(main, no_raise=False) + + assert result == address.PartialTuple( + data=( + address.ConstResult(const.Value(0)), + address.ConstResult(const.Value(1)), + address.ConstResult(const.Value(2)), + address.Unknown(), + ) + ) + + +def test_partial_tuple_add_failed(): + @squin.kernel + def main(n: int): + return (0, 1) + [2, n] # type: ignore + + address_analysis = address.AddressAnalysis(main.dialects) + frame, result = address_analysis.run_analysis(main, no_raise=False) + + assert result == address.Bottom() + + +def test_partial_tuple_add_failed_2(): + @squin.kernel + def main(n: tuple[int, ...]): + return (0, 1) + n + + address_analysis = address.AddressAnalysis(main.dialects) + frame, result = address_analysis.run_analysis(main, no_raise=False) + + assert result == address.Unknown() + + +# need to pass in values from argument types @pytest.mark.xfail -def test_new_stdlib(): +def test_partial_tuple_slice(): @squin.kernel - def main(): - return squin.qalloc(10) + def main(q: qubit.Qubit): + return (0, q, 2, q)[1::2] address_analysis = address.AddressAnalysis(main.dialects) - _, result = address_analysis.run_analysis(main, no_raise=False) + frame, result = address_analysis.run_analysis(main, no_raise=False) + assert result == address.UnknownReg() + + +@pytest.mark.xfail +def test_new_stdlib(): + @squin.kernel(typeinfer=True) + def main(n: int): + return squin.qalloc(n) + + main.print() + address_analysis = address.AddressAnalysis(main.dialects) + frame, result = address_analysis.run_analysis(main, no_raise=False) + main.print(analysis=frame.entries) assert ( - result == address.AnyAddress() + result == address.UnknownReg() ) # TODO: should be AddressTuple with AddressQubits + + +def test_complex_allocation(): + + @squin.kernel + def ghz_factory(size: int): + def factory(): + q0 = squin.qubit.new() + squin.h(q0) + reg = ilist.IList([q0]) + for i in range(size): + current = len(reg) + missing = size - current + if missing > current: + num_alloc = current + else: + num_alloc = missing + + if num_alloc > 0: + new_qubits = squin.qalloc(num_alloc) + num_to_cx = len(new_qubits) + squin.broadcast.cx(reg[:num_to_cx], new_qubits) + reg = reg + new_qubits + + return reg + + return factory + + @squin.kernel(typeinfer=True, fold=True) + def main(): + size = 10 + factory = ghz_factory(size) + return factory() + factory() + + func = main + analysis = address.AddressAnalysis(squin.kernel) + _, ret = analysis.run_analysis(func, no_raise=False) + + assert ret == address.AddressReg(data=tuple(range(20))) + assert analysis.qubit_count == 20 diff --git a/test/analysis/address/util.py b/test/analysis/address/util.py index 8a7bd00d..76974d96 100644 --- a/test/analysis/address/util.py +++ b/test/analysis/address/util.py @@ -1,9 +1,13 @@ +from typing import TypeVar + from kirin.analysis import ForwardFrame from bloqade.analysis.address import Address +T = TypeVar("T", bound=Address) + -def collect_address_types(frame: ForwardFrame[Address], typ) -> list[Address]: +def collect_address_types(frame: ForwardFrame[Address], typ: type[T]) -> list[T]: return [ address_type for address_type in frame.entries.values() diff --git a/test/pyqrack/runtime/test_qrack.py b/test/pyqrack/runtime/test_qrack.py index ed280841..9161cabf 100644 --- a/test/pyqrack/runtime/test_qrack.py +++ b/test/pyqrack/runtime/test_qrack.py @@ -420,6 +420,10 @@ def coinflip(): assert abs(results.eigenvalues[1] - 0.5) < 0.1 +if __name__ == "__main__": + test_batch_state1() + + def test_batch_state2(): """ Averaging with a qubit_map function diff --git a/test/qasm2/passes/test_heuristic_noise.py b/test/qasm2/passes/test_heuristic_noise.py index 747e9187..78879a5e 100644 --- a/test/qasm2/passes/test_heuristic_noise.py +++ b/test/qasm2/passes/test_heuristic_noise.py @@ -12,7 +12,7 @@ class NoiseTestModel(noise.MoveNoiseModelABC): def parallel_cz_errors(self, ctrls, qargs, rest): - return {(0.01, 0.01, 0.01, 0.01): ctrls + qargs + rest} + return {(0.01, 0.01, 0.01, 0.01): tuple(ctrls) + tuple(qargs) + tuple(rest)} def test_single_qubit_noise(): @@ -66,7 +66,7 @@ def test_parallel_qubit_noise(): test_float = ir.TestValue(type=types.Float) address_analysis = { test_qubit: address.AddressQubit, - qubit_list.result: address.AddressTuple([address.AddressQubit(0)]), + qubit_list.result: address.AddressReg((0,)), } qubit_ssa_value = {0: test_qubit} @@ -200,8 +200,8 @@ def test_parallel_cz_gate_noise(): address_analysis = { ctrl_qubit: address.AddressQubit(0), qarg_qubit: address.AddressQubit(1), - ctrl_list.result: address.AddressTuple([address.AddressQubit(0)]), - qarg_list.result: address.AddressTuple([address.AddressQubit(1)]), + ctrl_list.result: address.AddressReg((0,)), + qarg_list.result: address.AddressReg((1,)), } qubit_ssa_value = {0: ctrl_qubit, 1: qarg_qubit} rule = NoiseRewriteRule(address_analysis, qubit_ssa_value, model) diff --git a/test/qasm2/passes/test_parallel_to_global.py b/test/qasm2/passes/test_parallel_to_global.py index 733cde53..c72533b8 100644 --- a/test/qasm2/passes/test_parallel_to_global.py +++ b/test/qasm2/passes/test_parallel_to_global.py @@ -1,5 +1,3 @@ -from kirin.dialects import scf - from bloqade import qasm2 from bloqade.qasm2.passes.parallel import ParallelToGlobal @@ -12,17 +10,22 @@ def main(): qasm2.parallel.u(theta=0.3, phi=0.1, lam=0.2, qargs=q) - result = ParallelToGlobal(qasm2.extended)(main) + result = ParallelToGlobal(qasm2.extended, no_raise=False)(main) assert result.has_done_something main.print() - region = main.code.regions[0] assert 1 == sum( - map(lambda s: isinstance(s, qasm2.dialects.glob.UGate), region.stmts()) + map( + lambda s: isinstance(s, qasm2.dialects.glob.UGate), + main.callable_region.walk(), + ) ) assert not any( - map(lambda s: isinstance(s, qasm2.dialects.parallel.UGate), region.stmts()) + map( + lambda s: isinstance(s, qasm2.dialects.parallel.UGate), + main.callable_region.walk(), + ) ) @@ -46,16 +49,16 @@ def main(): main.print() - region = main.code.regions[0] assert 1 == sum( - map(lambda s: isinstance(s, qasm2.dialects.parallel.UGate), region.stmts()) + map( + lambda s: isinstance(s, qasm2.dialects.glob.UGate), + main.callable_region.walk(), + ) ) - - assert isinstance(if_stmt := list(region.stmts())[-2], scf.IfElse) assert 1 == sum( map( - lambda s: isinstance(s, qasm2.dialects.glob.UGate), - if_stmt.then_body.stmts(), + lambda s: isinstance(s, qasm2.dialects.parallel.UGate), + main.callable_region.walk(), ) ) @@ -71,12 +74,17 @@ def main(): result = ParallelToGlobal(qasm2.extended)(main) assert not result.has_done_something - region = main.code.regions[0] assert 1 == sum( - map(lambda s: isinstance(s, qasm2.dialects.parallel.UGate), region.stmts()) + map( + lambda s: isinstance(s, qasm2.dialects.parallel.UGate), + main.callable_region.walk(), + ) ) assert not any( - map(lambda s: isinstance(s, qasm2.dialects.glob.UGate), region.stmts()) + map( + lambda s: isinstance(s, qasm2.dialects.glob.UGate), + main.callable_region.walk(), + ) ) diff --git a/test/qasm2/test_count.py b/test/qasm2/test_count.py index 598b68bb..a09cefc0 100644 --- a/test/qasm2/test_count.py +++ b/test/qasm2/test_count.py @@ -3,11 +3,11 @@ from bloqade import qasm2 from bloqade.analysis.address import ( - NotQubit, + Unknown, AddressReg, - AnyAddress, + ConstResult, AddressQubit, - AddressTuple, + PartialTuple, AddressAnalysis, ) @@ -46,7 +46,7 @@ def tuple_count(): fold(tuple_count) frame, ret = address.run_analysis(tuple_count) # tuple_count.code.print(analysis=frame.entries) - assert isinstance(ret, AddressTuple) + assert isinstance(ret, PartialTuple) assert isinstance(ret.data[0], AddressReg) and ret.data[0].data == range(0, 3) assert isinstance(ret.data[1], AddressReg) and ret.data[1].data == range(3, 7) @@ -68,7 +68,8 @@ def dynamic_address(): dynamic_address.print() fold(dynamic_address) frame, result = address.run_analysis(dynamic_address) - assert isinstance(result, AnyAddress) + dynamic_address.print(analysis=frame.entries) + assert isinstance(result, Unknown) # NOTE: this is invalid for QASM2 @@ -84,7 +85,7 @@ def dynamic_address(): # cond_count2.code.print() # result = address_results(cond_count2) -# assert isinstance(result, NotQubit) +# assert isinstance(result, ConstResult) def test_multi_return(): @@ -98,9 +99,9 @@ def multi_return_cnt(): fold(multi_return_cnt) _, result = address.run_analysis(multi_return_cnt) print(result) - assert isinstance(result, AddressTuple) + assert isinstance(result, PartialTuple) assert isinstance(result.data[0], AddressReg) - assert isinstance(result.data[1], NotQubit) + assert isinstance(result.data[1], ConstResult) assert isinstance(result.data[2], AddressReg) @@ -114,11 +115,8 @@ def list_count_analy(): list_count_analy.code.print() _, ret = address.run_analysis(list_count_analy) - print(ret) - assert isinstance(ret, AddressTuple) - assert isinstance(ret.data[0], AddressQubit) and ret.data[0].data == 0 - assert isinstance(ret.data[1], AddressQubit) and ret.data[1].data == 1 - assert isinstance(ret.data[2], AddressQubit) and ret.data[2].data == 3 + + assert ret == AddressReg(data=(0, 1, 3)) def test_tuple_qubits(): @@ -132,7 +130,7 @@ def list_count_analy2(): list_count_analy2.code.print() _, ret = address.run_analysis(list_count_analy2) - assert isinstance(ret, AddressTuple) + assert isinstance(ret, PartialTuple) assert isinstance(ret.data[0], AddressQubit) and ret.data[0].data == 0 assert isinstance(ret.data[1], AddressQubit) and ret.data[1].data == 1 assert isinstance(ret.data[2], AddressQubit) and ret.data[2].data == 3 @@ -151,7 +149,7 @@ def list_count_analy2(): # result = address_results(list_count_analy3) # list_count_analy3.print(analysis=address.results) -# assert isinstance(result, AddressTuple) +# assert isinstance(result, PartialTuple) # assert len(result.data) == 6 # assert isinstance(result.data[0], AddressQubit) and result.data[0].data == 0 # assert isinstance(result.data[1], AddressQubit) and result.data[1].data == 1 diff --git a/test/stim/passes/test_squin_noise_to_stim.py b/test/stim/passes/test_squin_noise_to_stim.py index 5775acc5..985178d5 100644 --- a/test/stim/passes/test_squin_noise_to_stim.py +++ b/test/stim/passes/test_squin_noise_to_stim.py @@ -221,7 +221,6 @@ def test(): sq.correlated_qubit_loss(0.1, qubits=q[:2]) SquinToStimPass(test.dialects)(test) - expected = "I_ERROR[correlated_loss:0](0.10000000) 0 1" assert codegen(test) == expected diff --git a/uv.lock b/uv.lock index 9dbaed59..d79ed423 100644 --- a/uv.lock +++ b/uv.lock @@ -42,11 +42,11 @@ wheels = [ [[package]] name = "attrs" -version = 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'3.11'" }, + { name = "numpy", version = "2.3.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, { name = "pandas" }, { name = "pydantic" }, - { name = "pyqrack", marker = "sys_platform == 'darwin-arm64'" }, - { name = "pyqrack-cpu", marker = "sys_platform != 'darwin-arm64'" }, + { name = "pyqrack-cpu" }, { name = "rich" }, { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, { name = "scipy", version = "1.16.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, @@ -129,7 +128,7 @@ pyqrack-cuda = [ { name = "pyqrack-cuda" }, ] pyqrack-opencl = [ - { name = "pyqrack", marker = "sys_platform == 'darwin-arm64'" }, + { name = "pyqrack" }, ] qasm2 = [ { name = "lark" }, @@ -152,11 +151,11 @@ dev = [ { name = "black" }, { name = "coverage" }, { name = "ipython", version = "8.37.0", source = { registry = 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