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Prelude

This module contains some common eDSLs that can be used to build more complex eDSLs. The eDSLs in this module are built on top of the basic dialects provided by the kirin.dialects module.

basic

basic(self)

The basic kernel.

This eDSL includes the basic dialects and the basic optimization passes. Other eDSL can usually be built on top of this eDSL by utilizing the basic.add method to add more dialects and optimization passes.

See also basic_no_opt for the basic kernel without optimization passes.

Example

from kirin.prelude import basic

@basic(typeinfer=True)
def main(x: int) -> int:
    return x + 1 + 1

main.print() # main is a Method!
Source code in src/kirin/prelude.py
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@dialect_group(basic_no_opt)
def basic(self):
    """The basic kernel.

    This eDSL includes the basic dialects and the basic optimization passes.
    Other eDSL can usually be built on top of this eDSL by utilizing the
    `basic.add` method to add more dialects and optimization passes.

    See also [`basic_no_opt`][kirin.prelude.basic_no_opt] for the basic kernel without optimization passes.

    ## Example

    ```python
    from kirin.prelude import basic

    @basic(typeinfer=True)
    def main(x: int) -> int:
        return x + 1 + 1

    main.print() # main is a Method!
    ```
    """

    def run_pass(
        mt: Annotated[Method, Doc("The method to run pass on.")],
        *,
        verify: Annotated[
            bool, Doc("run `verify` before running passes, default is `True`")
        ] = True,
        typeinfer: Annotated[
            bool,
            Doc(
                "run type inference and apply the inferred type to IR, default `False`"
            ),
        ] = False,
        fold: Annotated[bool, Doc("run folding passes")] = True,
        aggressive: Annotated[
            bool, Doc("run aggressive folding passes if `fold=True`")
        ] = False,
        no_raise: Annotated[bool, Doc("do not raise exception during analysis")] = True,
    ) -> None:
        default_pass = Default(
            self,
            verify=verify,
            fold=fold,
            aggressive=aggressive,
            typeinfer=typeinfer,
            no_raise=no_raise,
        )
        default_pass.fixpoint(mt)

    return run_pass

basic_no_opt

basic_no_opt(self)

The basic kernel without optimization passes. This is a builtin eDSL that includes the basic dialects that are commonly used in Python-like eDSLs.

This eDSL includes the basic dialects without any optimization passes. Other eDSL can usually be built on top of this eDSL by utilizing the basic_no_opt.add method to add more dialects and optimization passes.

Note that unlike Python, list in this eDSL is immutable, and the append method is not available. Use + operator to concatenate lists instead. Immutable list is easier to optimize and reason about.

See also basic for the basic kernel with optimization passes. See also ilist for the immutable list dialect.

Source code in src/kirin/prelude.py
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@dialect_group(
    python_basic.union(
        [
            ilist,
            slice,
            cf,
            func,
            math,
            lowering.cf,
            lowering.func,
            lowering.call,
            lowering.range.ilist,
        ]
    )
)
def basic_no_opt(self):
    """The basic kernel without optimization passes. This is a builtin
    eDSL that includes the basic dialects that are commonly used in
    Python-like eDSLs.

    This eDSL includes the basic dialects without any optimization passes.
    Other eDSL can usually be built on top of this eDSL by utilizing the
    `basic_no_opt.add` method to add more dialects and optimization passes.

    Note that unlike Python, list in this eDSL is immutable, and the
    `append` method is not available. Use `+` operator to concatenate lists
    instead. Immutable list is easier to optimize and reason about.

    See also [`basic`][kirin.prelude.basic] for the basic kernel with optimization passes.
    See also [`ilist`][kirin.dialects.ilist] for the immutable list dialect.
    """
    ilist_desugar = ilist.IListDesugar(self)

    def run_pass(mt: Method) -> None:
        ilist_desugar.fixpoint(mt)

    return run_pass

python_basic

python_basic(self)

The basic Python dialect without list, range, and slice.

Source code in src/kirin/prelude.py
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@dialect_group(
    [
        base,
        binop,
        cmp,
        unary,
        assign,
        attr,
        boolop,
        builtin,
        constant,
        indexing,
        len,
        tuple,
        assertion,
        iterable,
    ]
)
def python_basic(self):
    """The basic Python dialect without list, range, and slice."""

    def run_pass(mt: Method) -> None:
        pass

    return run_pass

python_no_opt

python_no_opt(self)

The Python dialect without optimization passes.

Source code in src/kirin/prelude.py
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@dialect_group(
    python_basic.union(
        [
            list,
            slice,
            cf,
            func,
            lowering.cf,
            lowering.func,
            lowering.call,
            lowering.range.ilist,
            math,
        ]
    )
)
def python_no_opt(self):
    """The Python dialect without optimization passes."""

    def run_pass(mt: Method) -> None:
        pass

    return run_pass

structural

structural(self)

Structural kernel with optimization passes.

Source code in src/kirin/prelude.py
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@dialect_group(
    python_basic.union(
        [
            ilist,
            slice,
            scf,
            cf,
            func,
            math,
            lowering.func,
            lowering.call,
            lowering.range.ilist,
        ]
    )
)
def structural(self):
    """Structural kernel with optimization passes."""

    def run_pass(
        mt: Annotated[Method, Doc("The method to run pass on.")],
        *,
        verify: Annotated[
            bool, Doc("run `verify` before running passes, default is `True`")
        ] = True,
        typeinfer: Annotated[
            bool,
            Doc(
                "run type inference and apply the inferred type to IR, default `False`"
            ),
        ] = False,
        fold: Annotated[bool, Doc("run folding passes")] = True,
        aggressive: Annotated[
            bool, Doc("run aggressive folding passes if `fold=True`")
        ] = False,
        no_raise: Annotated[bool, Doc("do not raise exception during analysis")] = True,
    ) -> None:
        default_pass = Default(
            self,
            verify=verify,
            fold=fold,
            aggressive=aggressive,
            typeinfer=typeinfer,
            no_raise=no_raise,
        )
        default_pass.fixpoint(mt)

    return run_pass

structural_no_opt

structural_no_opt(self)

Structural kernel without optimization passes.

Source code in src/kirin/prelude.py
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@dialect_group(
    python_basic.union(
        [
            ilist,
            slice,
            scf,
            cf,
            func,
            math,
            lowering.func,
            lowering.call,
            lowering.range.ilist,
        ]
    )
)
def structural_no_opt(self):
    """Structural kernel without optimization passes."""

    def run_pass(method: Method) -> None:
        pass

    return run_pass