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Closed
andrewrk opened this issue Aug 20, 2024 · 13 comments
Closed

introduce @branchHint builtin #21148

andrewrk opened this issue Aug 20, 2024 · 13 comments
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accepted This proposal is planned. breaking Implementing this issue could cause existing code to no longer compile or have different behavior. proposal This issue suggests modifications. If it also has the "accepted" label then it is planned.
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@andrewrk
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andrewrk commented Aug 20, 2024

This proposal supplants:

Basic example syntax:

if (x > 100) {
    @branchHint(.likely);
    // ...
} else {
    // ...
}
pub const BranchHint = enum {
    /// Equivalent to no hint given.
    none,
    /// This branch of control flow is more likely to be reached than its peers.
    /// The optimizer should optimize for reaching it.
    likely,
    /// This branch of control flow is less likely to be reached than its peers.
    /// The optimizer should optimize for not reaching it.
    unlikely,
    /// This branch of control flow is unlikely to *ever* be reached.
    /// The optimizer may place it in a different page of memory to optimize other branches.
    cold,
    /// It is difficult to predict whether this branch of control flow will be reached.
    /// The optimizer should avoid branching behavior with expensive mispredictions.
    unpredictable,
};

Some rules:

  • The @branchHint operand is a comptime expression.
  • For comparison purposes, "likely" compares greater than than "none" (default unannotated branch weight), which compares greater than "unlikely". Equal weight branches are allowed.
  • All branches that lead to a @panic (including from safety check) implicitly are "cold".
  • Multiple @branchHint calls in the same block is a compile error.
  • Compile error if @branchHint is not the first statement in a block.

Furthermore:

  • No "expect" builtin or similar.
  • No @cold or @setCold builtin. (replaced by @branchHint(.cold); at the beginning of the function.
  • Error branches (weight error branches against errors #84) get a default hint of unlikely and can be overridden.

Issue close criteria:

  • Implement the syntax
  • Implement the hint in the LLVM backend, including unpredictable, cold, default error branch weight
  • Remove @setCold builtin
@andrewrk andrewrk added breaking Implementing this issue could cause existing code to no longer compile or have different behavior. proposal This issue suggests modifications. If it also has the "accepted" label then it is planned. accepted This proposal is planned. labels Aug 20, 2024
@andrewrk andrewrk added this to the 0.14.0 milestone Aug 20, 2024
@daurnimator
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Error branches (#84) get a default hint of unlikely and can be overridden.

How would it look to say that a try expression is likely to throw?
I guess a catch block would be required rather than allowing it with try
i.e. as try foo is equivalent to foo catch |e| return e then you'd write e.g.

foo catch |e| {
    @branchHint(.likely);
    return e;
}

@alexrp
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alexrp commented Aug 21, 2024

How would it look to say that a try expression is likely to throw?

That seems like a rare enough use case that it's fine for it to be a bit more verbose.

@nektro
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nektro commented Aug 21, 2024

should there be a .hot ?

@Rexicon226
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should there be a .hot ?

Just saying .hot doesn't provide the context of what it would do. Can you explain how it would affect code generation?

@nektro
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nektro commented Aug 21, 2024

as an opposite to aforementioned .cold. /// This branch of control flow is likely to *always* be reached.

@Rexicon226
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as an opposite to aforementioned .cold. /// This branch of control flow is likely to *always* be reached.

You have described .likely. How would .hot be different from .likely?

.cold is meant to hint to the optimizer to do things like:

  • try not to trigger a load of the function into the i-cache
  • order its symbol further away from hotter sites

I cannot think of an opposite to that, which isn't .likely.

@nissarin
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Would it be possible to propagate branch hint up the call chain ?

Use case: let's say a function returns value based on some condition and you would want to optimize for a such case (i.e. use @branchHint), this could be a "non null" result, perhaps some enum or tagged union, or even specific error (WouldBlock comes to mind).
Chances are you wound want to reapply @branchHint(s) to maintain "hot path" and with such functionality it would be automatic and with better code readability.

@Antigluon
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Antigluon commented Aug 22, 2024

When is @branchHint(none) likely to be used in code? I imagine mostly in error paths, where the default hint would be unlikely. For example:

const resource_handle: ResourceHandle = getOftenUnavailableResource() catch |e| {
    @branchHint(.none);
    std.log.warn("Failed to acquire OftenUnavailableResource: {}", .{e});
    return e;
} 

In this case, it isn't immediately obvious what @branchHint(.none) means. It's not hard to connect the dots, but I might suggest something more informative like @branchHint(.neutral), which more clearly conveys the intent.

This is definitely bikeshedding though. @branchHint is clear and low-friction.

mlugg added a commit to mlugg/zig that referenced this issue Aug 24, 2024
Implements the accepted proposal to introduce `@branchHint`. This
builtin is permitted as the first statement of a block if that block is
the direct body of any of the following:

* a function (*not* a `test`)
* either branch of an `if`
* the RHS of a `catch` or `orelse`
* a `switch` prong
* an `or` or `and` expression

It lowers to the ZIR instruction `extended(branch_hint(...))`. When Sema
encounters this instruction, it sets `sema.branch_hint` appropriately,
and `zirCondBr` etc are expected to reset this value as necessary. The
state is on `Sema` rather than `Block` to make it automatically
propagate up non-conditional blocks without special handling. If
`@panic` is reached, the branch hint is set to `.cold` if none was
already set; similarly, error branches get a hint of `.unlikely` if no
hint is explicitly provided. If a condition is comptime-known, `cold`
hints from the taken branch are allowed to propagate up, but other hints
are discarded. This is because a `likely`/`unlikely` hint just indicates
the direction this branch is likely to go, which is redundant
information when the branch is known at comptime; but `cold` hints
indicate that control flow is unlikely to ever reach this branch,
meaning if the branch is always taken from its parent, then the parent
is also unlikely to ever be reached.

This branch information is stored in AIR `cond_br` and `switch_br`. In
addition, `try` and `try_ptr` instructions have variants `try_cold` and
`try_ptr_cold` which indicate that the error case is cold (rather than
just unlikely); this is reachable through e.g. `errdefer unreachable` or
`errdefer @Panic("")`.

A new API `unwrapSwitch` is introduced to `Air` to make it more
convenient to access `switch_br` instructions. In time, I plan to update
all AIR instructions to be accessed via an `unwrap` method which returns
a convenient tagged union a la `InternPool.indexToKey`.

The LLVM backend lowers branch hints for conditional branches and
switches as follows:

* If any branch is marked `unpredictable`, the instruction is marked
  `!unpredictable`.
* Any branch which is marked as `cold` gets a
  `llvm.assume(i1 true) [ "cold"() ]` call to mark the code path cold.
* If any branch is marked `likely` or `unlikely`, branch weight metadata
  is attached with `!prof`. Likely branches get a weight of 2000, and
  unlikely branches a weight of 1. In `switch` statements, un-annotated
  branches get a weight of 1000 as a "middle ground" hint, since there
  could be likely *and* unlikely *and* un-annotated branches.

For functions, a `cold` hint corresponds to the `cold` function
attribute, and other hints are currently ignored -- as far as I can tell
LLVM doesn't really have a way to lower them. (Ideally, we would want
the branch hint given in the function to propagate to call sites.)

The compiler and standard library do not yet use this new builtin.

Resolves: ziglang#21148
mlugg added a commit to mlugg/zig that referenced this issue Aug 24, 2024
Implements the accepted proposal to introduce `@branchHint`. This
builtin is permitted as the first statement of a block if that block is
the direct body of any of the following:

* a function (*not* a `test`)
* either branch of an `if`
* the RHS of a `catch` or `orelse`
* a `switch` prong
* an `or` or `and` expression

It lowers to the ZIR instruction `extended(branch_hint(...))`. When Sema
encounters this instruction, it sets `sema.branch_hint` appropriately,
and `zirCondBr` etc are expected to reset this value as necessary. The
state is on `Sema` rather than `Block` to make it automatically
propagate up non-conditional blocks without special handling. If
`@panic` is reached, the branch hint is set to `.cold` if none was
already set; similarly, error branches get a hint of `.unlikely` if no
hint is explicitly provided. If a condition is comptime-known, `cold`
hints from the taken branch are allowed to propagate up, but other hints
are discarded. This is because a `likely`/`unlikely` hint just indicates
the direction this branch is likely to go, which is redundant
information when the branch is known at comptime; but `cold` hints
indicate that control flow is unlikely to ever reach this branch,
meaning if the branch is always taken from its parent, then the parent
is also unlikely to ever be reached.

This branch information is stored in AIR `cond_br` and `switch_br`. In
addition, `try` and `try_ptr` instructions have variants `try_cold` and
`try_ptr_cold` which indicate that the error case is cold (rather than
just unlikely); this is reachable through e.g. `errdefer unreachable` or
`errdefer @Panic("")`.

A new API `unwrapSwitch` is introduced to `Air` to make it more
convenient to access `switch_br` instructions. In time, I plan to update
all AIR instructions to be accessed via an `unwrap` method which returns
a convenient tagged union a la `InternPool.indexToKey`.

The LLVM backend lowers branch hints for conditional branches and
switches as follows:

* If any branch is marked `unpredictable`, the instruction is marked
  `!unpredictable`.
* Any branch which is marked as `cold` gets a
  `llvm.assume(i1 true) [ "cold"() ]` call to mark the code path cold.
* If any branch is marked `likely` or `unlikely`, branch weight metadata
  is attached with `!prof`. Likely branches get a weight of 2000, and
  unlikely branches a weight of 1. In `switch` statements, un-annotated
  branches get a weight of 1000 as a "middle ground" hint, since there
  could be likely *and* unlikely *and* un-annotated branches.

For functions, a `cold` hint corresponds to the `cold` function
attribute, and other hints are currently ignored -- as far as I can tell
LLVM doesn't really have a way to lower them. (Ideally, we would want
the branch hint given in the function to propagate to call sites.)

The compiler and standard library do not yet use this new builtin.

Resolves: ziglang#21148
mlugg added a commit to mlugg/zig that referenced this issue Aug 24, 2024
Implements the accepted proposal to introduce `@branchHint`. This
builtin is permitted as the first statement of a block if that block is
the direct body of any of the following:

* a function (*not* a `test`)
* either branch of an `if`
* the RHS of a `catch` or `orelse`
* a `switch` prong
* an `or` or `and` expression

It lowers to the ZIR instruction `extended(branch_hint(...))`. When Sema
encounters this instruction, it sets `sema.branch_hint` appropriately,
and `zirCondBr` etc are expected to reset this value as necessary. The
state is on `Sema` rather than `Block` to make it automatically
propagate up non-conditional blocks without special handling. If
`@panic` is reached, the branch hint is set to `.cold` if none was
already set; similarly, error branches get a hint of `.unlikely` if no
hint is explicitly provided. If a condition is comptime-known, `cold`
hints from the taken branch are allowed to propagate up, but other hints
are discarded. This is because a `likely`/`unlikely` hint just indicates
the direction this branch is likely to go, which is redundant
information when the branch is known at comptime; but `cold` hints
indicate that control flow is unlikely to ever reach this branch,
meaning if the branch is always taken from its parent, then the parent
is also unlikely to ever be reached.

This branch information is stored in AIR `cond_br` and `switch_br`. In
addition, `try` and `try_ptr` instructions have variants `try_cold` and
`try_ptr_cold` which indicate that the error case is cold (rather than
just unlikely); this is reachable through e.g. `errdefer unreachable` or
`errdefer @Panic("")`.

A new API `unwrapSwitch` is introduced to `Air` to make it more
convenient to access `switch_br` instructions. In time, I plan to update
all AIR instructions to be accessed via an `unwrap` method which returns
a convenient tagged union a la `InternPool.indexToKey`.

The LLVM backend lowers branch hints for conditional branches and
switches as follows:

* If any branch is marked `unpredictable`, the instruction is marked
  `!unpredictable`.
* Any branch which is marked as `cold` gets a
  `llvm.assume(i1 true) [ "cold"() ]` call to mark the code path cold.
* If any branch is marked `likely` or `unlikely`, branch weight metadata
  is attached with `!prof`. Likely branches get a weight of 2000, and
  unlikely branches a weight of 1. In `switch` statements, un-annotated
  branches get a weight of 1000 as a "middle ground" hint, since there
  could be likely *and* unlikely *and* un-annotated branches.

For functions, a `cold` hint corresponds to the `cold` function
attribute, and other hints are currently ignored -- as far as I can tell
LLVM doesn't really have a way to lower them. (Ideally, we would want
the branch hint given in the function to propagate to call sites.)

The compiler and standard library do not yet use this new builtin.

Resolves: ziglang#21148
mlugg added a commit to mlugg/zig that referenced this issue Aug 24, 2024
Implements the accepted proposal to introduce `@branchHint`. This
builtin is permitted as the first statement of a block if that block is
the direct body of any of the following:

* a function (*not* a `test`)
* either branch of an `if`
* the RHS of a `catch` or `orelse`
* a `switch` prong
* an `or` or `and` expression

It lowers to the ZIR instruction `extended(branch_hint(...))`. When Sema
encounters this instruction, it sets `sema.branch_hint` appropriately,
and `zirCondBr` etc are expected to reset this value as necessary. The
state is on `Sema` rather than `Block` to make it automatically
propagate up non-conditional blocks without special handling. If
`@panic` is reached, the branch hint is set to `.cold` if none was
already set; similarly, error branches get a hint of `.unlikely` if no
hint is explicitly provided. If a condition is comptime-known, `cold`
hints from the taken branch are allowed to propagate up, but other hints
are discarded. This is because a `likely`/`unlikely` hint just indicates
the direction this branch is likely to go, which is redundant
information when the branch is known at comptime; but `cold` hints
indicate that control flow is unlikely to ever reach this branch,
meaning if the branch is always taken from its parent, then the parent
is also unlikely to ever be reached.

This branch information is stored in AIR `cond_br` and `switch_br`. In
addition, `try` and `try_ptr` instructions have variants `try_cold` and
`try_ptr_cold` which indicate that the error case is cold (rather than
just unlikely); this is reachable through e.g. `errdefer unreachable` or
`errdefer @Panic("")`.

A new API `unwrapSwitch` is introduced to `Air` to make it more
convenient to access `switch_br` instructions. In time, I plan to update
all AIR instructions to be accessed via an `unwrap` method which returns
a convenient tagged union a la `InternPool.indexToKey`.

The LLVM backend lowers branch hints for conditional branches and
switches as follows:

* If any branch is marked `unpredictable`, the instruction is marked
  `!unpredictable`.
* Any branch which is marked as `cold` gets a
  `llvm.assume(i1 true) [ "cold"() ]` call to mark the code path cold.
* If any branch is marked `likely` or `unlikely`, branch weight metadata
  is attached with `!prof`. Likely branches get a weight of 2000, and
  unlikely branches a weight of 1. In `switch` statements, un-annotated
  branches get a weight of 1000 as a "middle ground" hint, since there
  could be likely *and* unlikely *and* un-annotated branches.

For functions, a `cold` hint corresponds to the `cold` function
attribute, and other hints are currently ignored -- as far as I can tell
LLVM doesn't really have a way to lower them. (Ideally, we would want
the branch hint given in the function to propagate to call sites.)

The compiler and standard library do not yet use this new builtin.

Resolves: ziglang#21148
mlugg added a commit to mlugg/zig that referenced this issue Aug 25, 2024
Implements the accepted proposal to introduce `@branchHint`. This
builtin is permitted as the first statement of a block if that block is
the direct body of any of the following:

* a function (*not* a `test`)
* either branch of an `if`
* the RHS of a `catch` or `orelse`
* a `switch` prong
* an `or` or `and` expression

It lowers to the ZIR instruction `extended(branch_hint(...))`. When Sema
encounters this instruction, it sets `sema.branch_hint` appropriately,
and `zirCondBr` etc are expected to reset this value as necessary. The
state is on `Sema` rather than `Block` to make it automatically
propagate up non-conditional blocks without special handling. If
`@panic` is reached, the branch hint is set to `.cold` if none was
already set; similarly, error branches get a hint of `.unlikely` if no
hint is explicitly provided. If a condition is comptime-known, `cold`
hints from the taken branch are allowed to propagate up, but other hints
are discarded. This is because a `likely`/`unlikely` hint just indicates
the direction this branch is likely to go, which is redundant
information when the branch is known at comptime; but `cold` hints
indicate that control flow is unlikely to ever reach this branch,
meaning if the branch is always taken from its parent, then the parent
is also unlikely to ever be reached.

This branch information is stored in AIR `cond_br` and `switch_br`. In
addition, `try` and `try_ptr` instructions have variants `try_cold` and
`try_ptr_cold` which indicate that the error case is cold (rather than
just unlikely); this is reachable through e.g. `errdefer unreachable` or
`errdefer @Panic("")`.

A new API `unwrapSwitch` is introduced to `Air` to make it more
convenient to access `switch_br` instructions. In time, I plan to update
all AIR instructions to be accessed via an `unwrap` method which returns
a convenient tagged union a la `InternPool.indexToKey`.

The LLVM backend lowers branch hints for conditional branches and
switches as follows:

* If any branch is marked `unpredictable`, the instruction is marked
  `!unpredictable`.
* Any branch which is marked as `cold` gets a
  `llvm.assume(i1 true) [ "cold"() ]` call to mark the code path cold.
* If any branch is marked `likely` or `unlikely`, branch weight metadata
  is attached with `!prof`. Likely branches get a weight of 2000, and
  unlikely branches a weight of 1. In `switch` statements, un-annotated
  branches get a weight of 1000 as a "middle ground" hint, since there
  could be likely *and* unlikely *and* un-annotated branches.

For functions, a `cold` hint corresponds to the `cold` function
attribute, and other hints are currently ignored -- as far as I can tell
LLVM doesn't really have a way to lower them. (Ideally, we would want
the branch hint given in the function to propagate to call sites.)

The compiler and standard library do not yet use this new builtin.

Resolves: ziglang#21148
mlugg added a commit to mlugg/zig that referenced this issue Aug 25, 2024
Implements the accepted proposal to introduce `@branchHint`. This
builtin is permitted as the first statement of a block if that block is
the direct body of any of the following:

* a function (*not* a `test`)
* either branch of an `if`
* the RHS of a `catch` or `orelse`
* a `switch` prong
* an `or` or `and` expression

It lowers to the ZIR instruction `extended(branch_hint(...))`. When Sema
encounters this instruction, it sets `sema.branch_hint` appropriately,
and `zirCondBr` etc are expected to reset this value as necessary. The
state is on `Sema` rather than `Block` to make it automatically
propagate up non-conditional blocks without special handling. If
`@panic` is reached, the branch hint is set to `.cold` if none was
already set; similarly, error branches get a hint of `.unlikely` if no
hint is explicitly provided. If a condition is comptime-known, `cold`
hints from the taken branch are allowed to propagate up, but other hints
are discarded. This is because a `likely`/`unlikely` hint just indicates
the direction this branch is likely to go, which is redundant
information when the branch is known at comptime; but `cold` hints
indicate that control flow is unlikely to ever reach this branch,
meaning if the branch is always taken from its parent, then the parent
is also unlikely to ever be reached.

This branch information is stored in AIR `cond_br` and `switch_br`. In
addition, `try` and `try_ptr` instructions have variants `try_cold` and
`try_ptr_cold` which indicate that the error case is cold (rather than
just unlikely); this is reachable through e.g. `errdefer unreachable` or
`errdefer @Panic("")`.

A new API `unwrapSwitch` is introduced to `Air` to make it more
convenient to access `switch_br` instructions. In time, I plan to update
all AIR instructions to be accessed via an `unwrap` method which returns
a convenient tagged union a la `InternPool.indexToKey`.

The LLVM backend lowers branch hints for conditional branches and
switches as follows:

* If any branch is marked `unpredictable`, the instruction is marked
  `!unpredictable`.
* Any branch which is marked as `cold` gets a
  `llvm.assume(i1 true) [ "cold"() ]` call to mark the code path cold.
* If any branch is marked `likely` or `unlikely`, branch weight metadata
  is attached with `!prof`. Likely branches get a weight of 2000, and
  unlikely branches a weight of 1. In `switch` statements, un-annotated
  branches get a weight of 1000 as a "middle ground" hint, since there
  could be likely *and* unlikely *and* un-annotated branches.

For functions, a `cold` hint corresponds to the `cold` function
attribute, and other hints are currently ignored -- as far as I can tell
LLVM doesn't really have a way to lower them. (Ideally, we would want
the branch hint given in the function to propagate to call sites.)

The compiler and standard library do not yet use this new builtin.

Resolves: ziglang#21148
@mlugg mlugg closed this as completed in 457c94d Aug 27, 2024
richerfu pushed a commit to richerfu/zig that referenced this issue Oct 28, 2024
Implements the accepted proposal to introduce `@branchHint`. This
builtin is permitted as the first statement of a block if that block is
the direct body of any of the following:

* a function (*not* a `test`)
* either branch of an `if`
* the RHS of a `catch` or `orelse`
* a `switch` prong
* an `or` or `and` expression

It lowers to the ZIR instruction `extended(branch_hint(...))`. When Sema
encounters this instruction, it sets `sema.branch_hint` appropriately,
and `zirCondBr` etc are expected to reset this value as necessary. The
state is on `Sema` rather than `Block` to make it automatically
propagate up non-conditional blocks without special handling. If
`@panic` is reached, the branch hint is set to `.cold` if none was
already set; similarly, error branches get a hint of `.unlikely` if no
hint is explicitly provided. If a condition is comptime-known, `cold`
hints from the taken branch are allowed to propagate up, but other hints
are discarded. This is because a `likely`/`unlikely` hint just indicates
the direction this branch is likely to go, which is redundant
information when the branch is known at comptime; but `cold` hints
indicate that control flow is unlikely to ever reach this branch,
meaning if the branch is always taken from its parent, then the parent
is also unlikely to ever be reached.

This branch information is stored in AIR `cond_br` and `switch_br`. In
addition, `try` and `try_ptr` instructions have variants `try_cold` and
`try_ptr_cold` which indicate that the error case is cold (rather than
just unlikely); this is reachable through e.g. `errdefer unreachable` or
`errdefer @Panic("")`.

A new API `unwrapSwitch` is introduced to `Air` to make it more
convenient to access `switch_br` instructions. In time, I plan to update
all AIR instructions to be accessed via an `unwrap` method which returns
a convenient tagged union a la `InternPool.indexToKey`.

The LLVM backend lowers branch hints for conditional branches and
switches as follows:

* If any branch is marked `unpredictable`, the instruction is marked
  `!unpredictable`.
* Any branch which is marked as `cold` gets a
  `llvm.assume(i1 true) [ "cold"() ]` call to mark the code path cold.
* If any branch is marked `likely` or `unlikely`, branch weight metadata
  is attached with `!prof`. Likely branches get a weight of 2000, and
  unlikely branches a weight of 1. In `switch` statements, un-annotated
  branches get a weight of 1000 as a "middle ground" hint, since there
  could be likely *and* unlikely *and* un-annotated branches.

For functions, a `cold` hint corresponds to the `cold` function
attribute, and other hints are currently ignored -- as far as I can tell
LLVM doesn't really have a way to lower them. (Ideally, we would want
the branch hint given in the function to propagate to call sites.)

The compiler and standard library do not yet use this new builtin.

Resolves: ziglang#21148
@jibal
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jibal commented Nov 10, 2024

No upgrade path was provided. Can these builtins even be effectively conditionally compiled? It is far from clear.

P.S. Ugh, you can't even compile code that mentions a builtin not known to the compiler, so it's completely impossible to write code with branch hints that compiles on both old and new compilers. This is not the way to do things. How did you even bootstrap this?

@Rexicon226
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No upgrade path was provided.

@setCold(true) -> @branchHint(.cold).

Can these builtins even be effectively conditionally compiled? It is far from clear.

No, @setCold has been fully removed.

Ugh, you can't even compile code that mentions a builtin not known to the compiler, so it's completely impossible to write code with branch hints that compiles on both old and new compilers. This is not the way to do things.

This isn't a use case that is supported by Zig. Zig is pre-1.0, so breaking changes are common. Either stay on a release version, such as 0.13, and upgrade when the next one comes out, or be prepared for your build to break often.

How did you even bootstrap this?

This was bootstrapped via a zig1.wasm update. 22f65c3

@jibal
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jibal commented Nov 10, 2024

I'm aware that Zig is pre-1.0 so breaking changes are common, but for most things one can do conditional compilation, but that's not possible for setCold/branchHint because they are builtins and because burying them in an imported function doesn't work because of how they are scoped. When the 0.14.0 release version comes out, it will be impossible to distribute code that gives branch hints that compiles on both 0.14.0 and 0.13.0 (unless one releases two versions of the code). This is unnecessarily hostile toward early adopters and testers. Message received.

Unsubscribing as it's clear that there's no point to further discussion.

@andrewrk
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Instead of complaining and accomplishing nothing, make an effort to improve status quo.

@16hournaps
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I complained about confusing setCold and I like the new implementation. Really appreciate the aurhor's contribution.

It makes more sense and easy to use. Also not that difficult to rewrite existing code.

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