1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
/*
* SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: Apache-2.0
*/
//! Inline compilation: handles inlining of function calls and method calls
//! within the CUDA Tile compiler.
use syn::spanned::Spanned;
use syn::visit_mut::VisitMut;
use crate::compiler::_function::{CUDATileFunctionCompiler, STACK_GROW_SIZE, STACK_RED_ZONE};
pub use crate::compiler::_type::*;
pub use crate::compiler::_value::*;
use crate::compiler::utils::update_type_meta;
use crate::error::JITError;
use crate::generics::{GenericArgInference, GenericVars};
use crate::syn_utils::*;
use crate::types::*;
use melior::ir;
use proc_macro2::Span;
use quote::ToTokens;
use std::collections::HashMap;
use syn::{Expr, ExprCall, ExprMethodCall, ItemFn, Type};
/// Rewrites every span in a syn AST node to a fixed target span.
///
/// When inlining library/core functions, the callee body's spans point into
/// the core module's source text. Resolving those spans against the user
/// module's [`SpanBase`] produces nonsensical line numbers. By rewriting all
/// spans to the call-site span we ensure errors point to the user's code.
struct CallSiteSpanSetter {
target_span: Span,
}
impl VisitMut for CallSiteSpanSetter {
fn visit_span_mut(&mut self, span: &mut Span) {
*span = self.target_span;
}
}
impl<'m, 'c> CUDATileFunctionCompiler<'m> {
pub fn inline_function_call(
&'c self,
builder: &'c ir::Block<'c>,
module_name: &String,
fn_item: &ItemFn,
call_expr: &ExprCall,
generic_vars: &GenericVars,
ctx: &mut CompilerContext<'c, 'c>,
return_type: Option<TileRustType<'c>>,
) -> Result<Option<TileRustValue<'c, 'c>>, JITError> {
stacker::maybe_grow(STACK_RED_ZONE, STACK_GROW_SIZE, || {
let _inline_function_call_debug_str = call_expr.to_token_stream().to_string();
// println!("enter_function_call: {}", call_expr.to_token_stream().to_string());
// Compile caller arguments.
let call_arg_values =
self.compile_call_args(builder, &call_expr.args, generic_vars, ctx)?;
// Map function generic params to caller generic args.
let mut generic_arg_inference = GenericArgInference::new_function(fn_item.sig.clone());
let call_arg_rust_tys = call_arg_values
.iter()
.map(|arg| arg.ty.rust_ty.clone())
.collect::<Vec<_>>();
// println!("{call_arg_rust_tys:#?}");
generic_arg_inference.map_args_to_params(&call_arg_rust_tys, None);
// Bind new variables.
// The variables must:
// - Have the names of the parameters in the callee.
// - Have the type of parameters in the callee. This is an inductive property.
let param_names = get_sig_param_names(&fn_item.sig);
let (input_params, _output_param) = get_sig_types(&fn_item.sig, None);
let mut call_variables = CompilerContext::empty();
call_variables.module_scope.push(module_name.clone());
let mut outer2inner_map = HashMap::new();
let sig_param_mutability = get_sig_param_mutability(&fn_item.sig);
for i in 0..param_names.len() {
let param_name = ¶m_names[i];
let param_type = &input_params[i];
let mut param_val = call_arg_values[i].clone();
// TODO (hme): This may not be enough, depending on what level of inspection we require of compound / struct types.
param_val.ty.rust_ty = param_type.clone();
param_val.mutability = if sig_param_mutability[i] {
Mutability::Mutable
} else {
Mutability::Immutable
};
call_variables.vars.insert(param_name.clone(), param_val);
if let Some(call_arg_name) = get_ident_from_expr(&call_expr.args[i]) {
outer2inner_map.insert(call_arg_name.to_string(), param_name.clone());
};
}
// Remap generic parameters.
let expr_generic_args = get_call_expression_generics(call_expr);
let call_generic_vars = if GenericVars::is_empty(&fn_item.sig.generics) {
// If there are no generics, we're done.
GenericVars::empty(&fn_item.sig.generics)?
} else if expr_generic_args.is_some() {
// If the caller specifies generics args, use them.
generic_vars.from_expr_generic_args(&fn_item.sig.generics, &expr_generic_args)?
} else {
// If nothing is specified, try to infer an instance of GenericVars.
let mut generic_arg_inference =
GenericArgInference::new_function(fn_item.sig.clone());
let call_arg_rust_tys = call_arg_values
.iter()
.map(|arg| arg.ty.rust_ty.clone())
.collect::<Vec<_>>();
generic_arg_inference.map_args_to_params(&call_arg_rust_tys, None);
// println!("inline_function_call {:#?}: generic_vars={generic_vars:#?} \nexpr_generic_args={expr_generic_args:#?} \ngeneric_arg_inference={generic_arg_inference:#?}", fn_item.sig.ident.to_string());
generic_arg_inference
.get_generic_vars_instance(&generic_vars, &self.modules.primitives)
};
// Add function call const generics as variables.
for (key, value) in &call_generic_vars.inst_i32 {
let tr_val = self.compile_constant(&builder, &call_generic_vars, *value)?;
call_variables.vars.insert(key.clone(), tr_val);
}
// Add function call CGAs arrays as variables.
for (key, value) in &call_generic_vars.inst_array {
let arr_expr = syn::parse2::<Expr>(format!("{value:?}").parse().unwrap()).unwrap();
let arr_ty =
syn::parse2::<Type>(format!("[i32;{}]", value.len()).parse().unwrap()).unwrap();
let ty = self.compile_type(&arr_ty, &call_generic_vars, &HashMap::new())?;
let tr_val = self
.compile_expression(
builder,
&arr_expr,
&call_generic_vars,
&mut call_variables,
ty,
)?
.expect("Failed to compile CGA as var.");
call_variables.vars.insert(key.clone(), tr_val);
}
// println!("inline_function_call {:#?}: generic_args={generic_args:#?} \nexpr_generic_args={expr_generic_args:#?} \ncall_generic_args={call_generic_args:#?}", fn_item.sig.ident.to_string());
// println!("inline_function_call {:#?}: \n variables={call_variables:#?}", fn_item.sig.ident.to_string());
let result = self.compile_block(
builder,
&fn_item.block,
&call_generic_vars,
&mut call_variables,
return_type.clone(),
)?;
update_type_meta(
&mut call_variables,
ctx,
&outer2inner_map,
"token".to_string(),
);
// println!("exit_function_call: {}", call_expr.to_token_stream().to_string());
if let Some(mut res) = result {
if let Some(rt) = return_type {
// Use specified return type.
res.ty = rt;
return Ok(Some(res));
};
let type_params = res.ty.params;
// println!("inline call res.ty.params: {:#?}", type_params);
let Some(derived_ret_ty) = self.derive_type(
builder,
&Expr::Call(call_expr.clone()),
Some(type_params),
generic_vars,
ctx,
)?
else {
return self
.jit_error_result(&call_expr.func.span(), "Failed to derive return type");
};
res.ty = derived_ret_ty;
Ok(Some(res))
} else {
Ok(None)
}
}) // stacker::maybe_grow
}
pub fn inline_method_call(
&'c self,
builder: &'c ir::Block<'c>,
method_call_expr: &ExprMethodCall,
generic_vars: &GenericVars,
ctx: &mut CompilerContext<'c, 'c>,
return_type: Option<TileRustType<'c>>,
) -> Result<Option<TileRustValue<'c, 'c>>, JITError> {
stacker::maybe_grow(STACK_RED_ZONE, STACK_GROW_SIZE, || {
let _inline_method_call_debug_str = method_call_expr.to_token_stream().to_string();
// println!("enter_method_call: {}", method_call_expr.to_token_stream().to_string());
// Compile caller arguments.
// Receiver is prepended to args, so value of receiver is present for method calls.
// args have generics from outer scope for both receiver + method call args.
let mut args = method_call_expr.args.clone();
args.insert(0, *method_call_expr.receiver.clone());
let call_arg_values = self.compile_call_args(builder, &args, generic_vars, ctx)?;
let receiver_rust_ty = &call_arg_values[0].ty.rust_ty;
let impl_item_fn =
self.modules
.get_impl_item_fn(receiver_rust_ty, method_call_expr, generic_vars)?;
if impl_item_fn.is_none() {
return self.jit_error_result(&method_call_expr.method.span(), "method not found");
}
let (module_name, impl_item, impl_method) = impl_item_fn.unwrap();
// println!("Expr::MethodCall: {:#?}, generic_vars: {generic_vars:#?}", impl_item_fn.to_token_stream().to_string());
// Remap function parameters.
// Do this by constructing new values from the method's parameters.
let self_ty = &*impl_item.self_ty;
// Note that self_ty here is treated as a param type.
// Bind new variables.
// The variables must:
// - Have the names of the parameters in the callee.
// - Have the type of parameters in the callee. This is an inductive property.
// get_sig_param_names includes value for self if the signature contains self.
let param_names = get_sig_param_names(&impl_method.sig);
let (input_params, _output_param) = get_sig_types(&impl_method.sig, Some(self_ty));
let mut call_variables = CompilerContext::empty();
call_variables.module_scope.push(module_name.clone());
let mut outer2inner_map = HashMap::new();
let sig_param_mutability = get_sig_param_mutability(&impl_method.sig);
for i in 0..param_names.len() {
let param_name = ¶m_names[i];
let param_type = &input_params[i];
let mut param_val = call_arg_values[i].clone();
// TODO (hme): This may not be enough, depending on what level of inspection we require of compound / struct types.
param_val.ty.rust_ty = param_type.clone();
param_val.mutability = if sig_param_mutability[i] {
Mutability::Mutable
} else {
Mutability::Immutable
};
call_variables.vars.insert(param_name.clone(), param_val);
// Including self here.
if let Some(call_arg_name) = get_ident_from_expr(&args[i]) {
outer2inner_map.insert(call_arg_name.to_string(), param_name.clone());
};
}
// Remap generic parameters.
// This is different from a function call, because passing generics to a method
// does not capture all generics available within the method.
let generic_arg_inference = GenericArgInference::new_method(&impl_item, &impl_method);
let call_generic_vars = if generic_arg_inference.param2arg.is_empty() {
// There are no generics in this method.
GenericVars::empty(&impl_method.sig.generics)?
} else {
// Infer generics from call arguments, including self.
let method_call_turbofish = &method_call_expr.turbofish;
// println!("infer generics for {}, \nturbofish={method_call_turbofish:#?}, \ngeneric_arg_inference: {generic_arg_inference:#?}", impl_method.sig.to_token_stream().to_string());
let mut generic_arg_inference =
GenericArgInference::new_method(&impl_item, &impl_method);
let call_arg_rust_tys = call_arg_values
.iter()
.map(|arg| arg.ty.rust_ty.clone())
.collect::<Vec<_>>();
generic_arg_inference.map_args_to_params(&call_arg_rust_tys, Some(self_ty));
// println!("sig={} \nargs={} \narg_map={:#?}", impl_method.sig.to_token_stream().to_string(), args.to_token_stream().to_string(), generic_arg_inference.param2arg);
let inferred_generics = generic_arg_inference
.get_generic_vars_instance(&generic_vars, &self.modules.primitives);
// If there are generics passed as part of the method call, capture them.
if method_call_turbofish.is_some() {
let passed_generics = generic_vars.from_expr_generic_args(
&impl_method.sig.generics,
&method_call_turbofish,
)?;
inferred_generics.merge(passed_generics)?
} else {
inferred_generics
}
};
// Add method call const generics as variables.
for (key, value) in &call_generic_vars.inst_i32 {
let tr_val = self.compile_constant(&builder, generic_vars, *value)?;
call_variables.vars.insert(key.clone(), tr_val);
}
for (key, value) in &call_generic_vars.inst_array {
let arr_expr = syn::parse2::<Expr>(format!("{value:?}").parse().unwrap()).unwrap();
let arr_ty =
syn::parse2::<Type>(format!("[i32;{}]", value.len()).parse().unwrap()).unwrap();
let ty = self.compile_type(&arr_ty, &call_generic_vars, &HashMap::new())?;
let tr_val = self
.compile_expression(
builder,
&arr_expr,
&call_generic_vars,
&mut call_variables,
ty,
)?
.expect("Failed to compile CGA as var.");
call_variables.vars.insert(key.clone(), tr_val);
}
// println!("inline_method_call {:#?}: generic_vars={generic_vars:#?} \nexpr_generic_args={expr_generic_args:#?} \ncall_generic_args={call_generic_args:#?}", impl_method.sig.ident.to_string());
// Method calls are always core/library methods (user kernel code
// does not define impl blocks). Rewrite all spans to the call
// site so that errors point to the user's method call expression
// rather than into the library source.
let mut compile_block = impl_method.block.clone();
let mut setter = CallSiteSpanSetter {
target_span: method_call_expr.span(),
};
setter.visit_block_mut(&mut compile_block);
let result = self.compile_block(
builder,
&compile_block,
&call_generic_vars,
&mut call_variables,
return_type.clone(),
)?;
update_type_meta(
&mut call_variables,
ctx,
&outer2inner_map,
"token".to_string(),
);
// println!("exit_method_call: {}", method_call_expr.to_token_stream().to_string());
if let Some(mut res) = result {
if let Some(rt) = return_type {
// Use specified rust type.
// We don't want the entire provided type, because the computed TileRustValue
// contains cuda tile type information that can't be inferred.
res.ty.rust_ty = rt.rust_ty;
return Ok(Some(res));
};
// Reverse type inference for resulting rust type in res.
let type_params = res.ty.params;
let Some(derived_ret_ty) = self.derive_type(
builder,
&Expr::MethodCall(method_call_expr.clone()),
Some(type_params),
generic_vars,
ctx,
)?
else {
return self.jit_error_result(
&method_call_expr.method.span(),
"Failed to derive return type",
);
};
res.ty = derived_ret_ty;
Ok(Some(res))
} else {
Ok(None)
}
}) // stacker::maybe_grow
}
}