runmat-builtins 0.6.2

RunMat built-in functions and standard library components
Documentation
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
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
use crate::{
    BuiltinAcceleratorPolicy, BuiltinAsyncBehavior, BuiltinBindingAvailability,
    BuiltinBindingDeclaration, BuiltinBindingIdentity, BuiltinCatalogEntry, BuiltinCatalogIdentity,
    BuiltinCompatibility, BuiltinCompletionPolicy, BuiltinContractDeclaration,
    BuiltinContractMaturity, BuiltinDescriptor, BuiltinDocumentation, BuiltinErrorDescriptor,
    BuiltinExtensionDescriptor, BuiltinExtensionMode, BuiltinFusionPolicy, BuiltinInferenceRuleId,
    BuiltinIntegerBackendRule, BuiltinIntegerCapabilityDescriptor, BuiltinIntegerComputationDomain,
    BuiltinIntegerInputAvailability, BuiltinIntegerInputCapability, BuiltinIntegerOutputClassRule,
    BuiltinIntegerOverflowRule, BuiltinIntegerOverloadKind, BuiltinIntegerScalarDoubleRule,
    BuiltinLinkContract, BuiltinLinkPolicy, BuiltinOutputMode, BuiltinParamArity,
    BuiltinParamDescriptor, BuiltinParamType, BuiltinPlacementContract, BuiltinPortability,
    BuiltinPurity, BuiltinReachability, BuiltinResidencyPolicy, BuiltinSemanticKind,
    BuiltinSignatureDescriptor, ALL_INTEGER_CLASSES,
};
use runmat_types::EffectKind;

pub const FULL_INTEGER_SPARSE_EXTENSION: BuiltinExtensionDescriptor = BuiltinExtensionDescriptor {
    id: "full-integer-sparse",
    mode: BuiltinExtensionMode::RunMatOnly,
    description: "sparse matrices with integer value storage are a RunMat extension",
    error_identifier: Some("RunMat:compatibility:FullIntegerSparseExtension"),
};

pub const ZEROS_COLUMN_SIZE_VECTOR_EXTENSION: BuiltinExtensionDescriptor =
    BuiltinExtensionDescriptor {
        id: "zeros-column-size-vector",
        mode: BuiltinExtensionMode::RunMatOnly,
        description:
            "Allow a column vector where the public size-vector form requires a row vector",
        error_identifier: Some("RunMat:compatibility:ZerosColumnSizeVectorExtension"),
    };
pub const ZEROS_RESIDENT_SIZE_EXTENSION: BuiltinExtensionDescriptor = BuiltinExtensionDescriptor {
    id: "zeros-resident-size-control",
    mode: BuiltinExtensionMode::RunMatOnly,
    description: "Allow a resident numeric value as a size control",
    error_identifier: Some("RunMat:compatibility:ZerosResidentSizeControlExtension"),
};
pub const ZEROS_IMPLICIT_PROTOTYPE_EXTENSION: BuiltinExtensionDescriptor =
    BuiltinExtensionDescriptor {
        id: "zeros-implicit-prototype",
        mode: BuiltinExtensionMode::RunMatOnly,
        description: "Allow a prototype array without the like keyword",
        error_identifier: Some("RunMat:compatibility:ZerosImplicitPrototypeExtension"),
    };
pub const ZEROS_EXTENSIONS: [BuiltinExtensionDescriptor; 3] = [
    ZEROS_COLUMN_SIZE_VECTOR_EXTENSION,
    ZEROS_RESIDENT_SIZE_EXTENSION,
    ZEROS_IMPLICIT_PROTOTYPE_EXTENSION,
];

const ZEROS_INTEGER_DIM_INPUTS: [BuiltinIntegerInputCapability; 1] =
    [BuiltinIntegerInputCapability {
        name: "n/sz1...szN/sz",
        classes: &ALL_INTEGER_CLASSES,
        availability: BuiltinIntegerInputAvailability::Documented,
        scalar_double: BuiltinIntegerScalarDoubleRule::Allowed,
        notes: "All eight integer classes are exact structural size controls; negative signed values clamp to zero and trailing singleton dimensions normalize away.",
    }];
const ZEROS_INTEGER_LIKE_INPUTS: [BuiltinIntegerInputCapability; 1] =
    [BuiltinIntegerInputCapability {
        name: "p",
        classes: &ALL_INTEGER_CLASSES,
        availability: BuiltinIntegerInputAvailability::Documented,
        scalar_double: BuiltinIntegerScalarDoubleRule::NotApplicable,
        notes: "An integer prototype selects exact output class, sparsity, complexity, and applicable residency.",
    }];
pub const ZEROS_INTEGER_CAPABILITIES: [BuiltinIntegerCapabilityDescriptor; 4] = [
    BuiltinIntegerCapabilityDescriptor {
        form: "X = zeros(integer_n[, integer_sz2, ...])",
        inputs: &ZEROS_INTEGER_DIM_INPUTS,
        computation_domain: BuiltinIntegerComputationDomain::Structural,
        output_class: BuiltinIntegerOutputClassRule::OptionDependent,
        overflow: BuiltinIntegerOverflowRule::NotApplicable,
        backend: BuiltinIntegerBackendRule::FunctionSpecific,
        overload: BuiltinIntegerOverloadKind::StructuralParameter,
        notes: "The default output is double; typename or like can select logical, single, or an exact integer class.",
    },
    BuiltinIntegerCapabilityDescriptor {
        form: "X = zeros(integer_sz)",
        inputs: &ZEROS_INTEGER_DIM_INPUTS,
        computation_domain: BuiltinIntegerComputationDomain::Structural,
        output_class: BuiltinIntegerOutputClassRule::OptionDependent,
        overflow: BuiltinIntegerOverflowRule::NotApplicable,
        backend: BuiltinIntegerBackendRule::FunctionSpecific,
        overload: BuiltinIntegerOverloadKind::StructuralParameter,
        notes: "The documented size vector is a row vector of exact integer values.",
    },
    BuiltinIntegerCapabilityDescriptor {
        form: "X = zeros(..., integer_typename)",
        inputs: &[],
        computation_domain: BuiltinIntegerComputationDomain::Structural,
        output_class: BuiltinIntegerOutputClassRule::OptionDependent,
        overflow: BuiltinIntegerOverflowRule::NotApplicable,
        backend: BuiltinIntegerBackendRule::HostAndGpu,
        overload: BuiltinIntegerOverloadKind::Multiple,
        notes: "Every integer typename creates exact native zero storage in the selected class, including explicit gpuArray construction.",
    },
    BuiltinIntegerCapabilityDescriptor {
        form: "X = zeros(..., like=integer_p)",
        inputs: &ZEROS_INTEGER_LIKE_INPUTS,
        computation_domain: BuiltinIntegerComputationDomain::Structural,
        output_class: BuiltinIntegerOutputClassRule::PreserveInput,
        overflow: BuiltinIntegerOverflowRule::NotApplicable,
        backend: BuiltinIntegerBackendRule::HostAndGpu,
        overload: BuiltinIntegerOverloadKind::StructuralParameter,
        notes: "Integer prototypes preserve exact class; resident prototypes use typed owning-provider allocation or upload when available.",
    },
];

pub const FULL_EXTENSIONS: [BuiltinExtensionDescriptor; 1] = [FULL_INTEGER_SPARSE_EXTENSION];

const FULL_OUTPUT: [BuiltinParamDescriptor; 1] = [BuiltinParamDescriptor {
    name: "A",
    ty: BuiltinParamType::Any,
    arity: BuiltinParamArity::Required,
    default: None,
    description: "Full matrix or already-full input.",
}];
const FULL_INPUT: [BuiltinParamDescriptor; 1] = [BuiltinParamDescriptor {
    name: "S",
    ty: BuiltinParamType::Any,
    arity: BuiltinParamArity::Required,
    default: None,
    description: "Sparse or full matrix.",
}];
const FULL_SIGNATURES: [BuiltinSignatureDescriptor; 1] = [BuiltinSignatureDescriptor {
    label: "A = full(S)",
    inputs: &FULL_INPUT,
    outputs: &FULL_OUTPUT,
}];
const FULL_DENSE_INTEGER_INPUTS: [BuiltinIntegerInputCapability; 1] =
    [BuiltinIntegerInputCapability {
        name: "S",
        classes: &ALL_INTEGER_CLASSES,
        availability: BuiltinIntegerInputAvailability::Documented,
        scalar_double: BuiltinIntegerScalarDoubleRule::NotApplicable,
        notes: "An already-full integer matrix is returned identically, preserving exact class, shape, values, storage, and residency.",
    }];
const FULL_SPARSE_INTEGER_INPUTS: [BuiltinIntegerInputCapability; 1] =
    [BuiltinIntegerInputCapability {
        name: "S",
        classes: &ALL_INTEGER_CLASSES,
        availability: BuiltinIntegerInputAvailability::RunMatOnly,
        scalar_double: BuiltinIntegerScalarDoubleRule::NotApplicable,
        notes: "RunMat sparse integer CSC storage densifies exactly to the same integer class; public sparse value storage is limited to double, single, and logical.",
    }];
pub const FULL_INTEGER_CAPABILITIES: [BuiltinIntegerCapabilityDescriptor; 2] = [
    BuiltinIntegerCapabilityDescriptor {
        form: "A = full(S) with already-full integer S",
        inputs: &FULL_DENSE_INTEGER_INPUTS,
        computation_domain: BuiltinIntegerComputationDomain::ExactInteger,
        output_class: BuiltinIntegerOutputClassRule::PreserveInput,
        overflow: BuiltinIntegerOverflowRule::NotApplicable,
        backend: BuiltinIntegerBackendRule::HostAndGpu,
        overload: BuiltinIntegerOverloadKind::ElementwiseShapePreserving,
        notes: "Host values pass through unchanged. Resident values retain the original handle and owning provider without dispatch through the ambient provider.",
    },
    BuiltinIntegerCapabilityDescriptor {
        form: "A = full(S) with RunMat sparse integer S",
        inputs: &FULL_SPARSE_INTEGER_INPUTS,
        computation_domain: BuiltinIntegerComputationDomain::ExactInteger,
        output_class: BuiltinIntegerOutputClassRule::PreserveInput,
        overflow: BuiltinIntegerOverflowRule::NotApplicable,
        backend: BuiltinIntegerBackendRule::HostOnly,
        overload: BuiltinIntegerOverloadKind::FunctionSpecific,
        notes: "The host CSC payload is expanded into exact dense integer storage after the independent full-integer-sparse compatibility gate.",
    },
];
pub const FULL_ERROR_INVALID_INPUT: BuiltinErrorDescriptor = BuiltinErrorDescriptor {
    code: "RM.FULL.INVALID_INPUT",
    identifier: Some("RunMat:full:InvalidInput"),
    when: "Input is not a sparse matrix or already-full matrix value.",
    message: "full: invalid input",
};
pub const FULL_ERROR_INTERNAL: BuiltinErrorDescriptor = BuiltinErrorDescriptor {
    code: "RM.FULL.INTERNAL",
    identifier: Some("RunMat:full:Internal"),
    when: "Sparse-to-full materialisation fails internally.",
    message: "full: internal error",
};
const FULL_ERRORS: [BuiltinErrorDescriptor; 2] = [FULL_ERROR_INVALID_INPUT, FULL_ERROR_INTERNAL];
pub const FULL_DESCRIPTOR: BuiltinDescriptor = BuiltinDescriptor {
    signatures: &FULL_SIGNATURES,
    output_mode: BuiltinOutputMode::Fixed,
    completion_policy: BuiltinCompletionPolicy::Public,
    errors: &FULL_ERRORS,
};

const FULL_BINDINGS: [BuiltinBindingDeclaration; 1] = [BuiltinBindingDeclaration {
    identity: BuiltinBindingIdentity {
        builtin: BuiltinCatalogIdentity { name: "full" },
        variant: "default",
    },
    availability: BuiltinBindingAvailability::Required,
}];
const FULL_EFFECTS: [EffectKind; 1] = [EffectKind::MayThrow];

pub const FULL_CATALOG_ENTRY: BuiltinCatalogEntry = BuiltinCatalogEntry {
    identity: BuiltinCatalogIdentity { name: "full" },
    category: "array/creation",
    documentation: BuiltinDocumentation {
        summary: "Convert sparse matrix storage to full storage.",
        keywords: &["dense", "full", "matrix", "sparse", "storage"],
        related: &[],
        introduced: None,
        status: None,
        examples: &[],
    },
    descriptor: &FULL_DESCRIPTOR,
    contract: BuiltinContractDeclaration {
        maturity: BuiltinContractMaturity::Complete,
        inference_rule: BuiltinInferenceRuleId("array.full"),
        compatibility: BuiltinCompatibility::Matlab,
        async_behavior: BuiltinAsyncBehavior::NeverSuspends,
        purity: BuiltinPurity::Pure,
        semantic_kind: BuiltinSemanticKind::General,
        workspace_effect: None,
        environment_effect: None,
        effects: &FULL_EFFECTS,
        capabilities: &[],
    },
    placement: BuiltinPlacementContract {
        portability: BuiltinPortability::NativeAndWasm,
        accelerator: BuiltinAcceleratorPolicy::Optional,
        residency: BuiltinResidencyPolicy::PreserveInputs,
        fusion: BuiltinFusionPolicy::Boundary,
    },
    link: BuiltinLinkContract {
        reachability: BuiltinReachability::Always,
        policy: BuiltinLinkPolicy::PortableRuntime,
        artifact_dependencies: &[],
    },
    bindings: &FULL_BINDINGS,
    extensions: &FULL_EXTENSIONS,
    integer_capabilities: &FULL_INTEGER_CAPABILITIES,
    integer_audit: None,
    suppress_auto_output: false,
};

const ZEROS_OUTPUT: [BuiltinParamDescriptor; 1] = [BuiltinParamDescriptor {
    name: "A",
    ty: BuiltinParamType::NumericArray,
    arity: BuiltinParamArity::Required,
    default: None,
    description: "Output array.",
}];
const ZEROS_SIG_EMPTY_INPUTS: [BuiltinParamDescriptor; 0] = [];
const ZEROS_SIG_N_INPUTS: [BuiltinParamDescriptor; 1] = [BuiltinParamDescriptor {
    name: "n",
    ty: BuiltinParamType::SizeArg,
    arity: BuiltinParamArity::Required,
    default: None,
    description: "Square size.",
}];
const ZEROS_SIG_SIZE_VECTOR_INPUTS: [BuiltinParamDescriptor; 1] = [BuiltinParamDescriptor {
    name: "size_vector",
    ty: BuiltinParamType::SizeArg,
    arity: BuiltinParamArity::Required,
    default: None,
    description: "Size vector defining output dimensions.",
}];
const ZEROS_SIG_PROTOTYPE_INPUTS: [BuiltinParamDescriptor; 1] = [BuiltinParamDescriptor {
    name: "prototype",
    ty: BuiltinParamType::LikePrototype,
    arity: BuiltinParamArity::Required,
    default: None,
    description: "Prototype value when no numeric dimension arguments are provided.",
}];
const ZEROS_SIG_DIMS_INPUTS: [BuiltinParamDescriptor; 1] = [BuiltinParamDescriptor {
    name: "dims",
    ty: BuiltinParamType::SizeArg,
    arity: BuiltinParamArity::Variadic,
    default: None,
    description: "Dimension sizes.",
}];
const ZEROS_SIG_CLASS_INPUTS: [BuiltinParamDescriptor; 2] = [
    BuiltinParamDescriptor {
        name: "dims",
        ty: BuiltinParamType::SizeArg,
        arity: BuiltinParamArity::Variadic,
        default: None,
        description: "Dimension sizes.",
    },
    BuiltinParamDescriptor {
        name: "typename",
        ty: BuiltinParamType::StringScalar,
        arity: BuiltinParamArity::Optional,
        default: Some("\"double\""),
        description: "Class name override.",
    },
];
const ZEROS_SIG_LIKE_INPUTS: [BuiltinParamDescriptor; 3] = [
    BuiltinParamDescriptor {
        name: "dims",
        ty: BuiltinParamType::SizeArg,
        arity: BuiltinParamArity::Variadic,
        default: None,
        description: "Dimension sizes.",
    },
    BuiltinParamDescriptor {
        name: "like_kw",
        ty: BuiltinParamType::StringScalar,
        arity: BuiltinParamArity::Required,
        default: Some("\"like\""),
        description: "Like keyword.",
    },
    BuiltinParamDescriptor {
        name: "prototype",
        ty: BuiltinParamType::LikePrototype,
        arity: BuiltinParamArity::Required,
        default: None,
        description: "Prototype array used for class/device.",
    },
];
const ZEROS_SIGNATURES: [BuiltinSignatureDescriptor; 7] = [
    BuiltinSignatureDescriptor {
        label: "A = zeros()",
        inputs: &ZEROS_SIG_EMPTY_INPUTS,
        outputs: &ZEROS_OUTPUT,
    },
    BuiltinSignatureDescriptor {
        label: "A = zeros(n)",
        inputs: &ZEROS_SIG_N_INPUTS,
        outputs: &ZEROS_OUTPUT,
    },
    BuiltinSignatureDescriptor {
        label: "A = zeros(size_vector)",
        inputs: &ZEROS_SIG_SIZE_VECTOR_INPUTS,
        outputs: &ZEROS_OUTPUT,
    },
    BuiltinSignatureDescriptor {
        label: "A = zeros(m, n, ...)",
        inputs: &ZEROS_SIG_DIMS_INPUTS,
        outputs: &ZEROS_OUTPUT,
    },
    BuiltinSignatureDescriptor {
        label: "A = zeros(prototype)",
        inputs: &ZEROS_SIG_PROTOTYPE_INPUTS,
        outputs: &ZEROS_OUTPUT,
    },
    BuiltinSignatureDescriptor {
        label: "A = zeros(..., typename)",
        inputs: &ZEROS_SIG_CLASS_INPUTS,
        outputs: &ZEROS_OUTPUT,
    },
    BuiltinSignatureDescriptor {
        label: "A = zeros(..., \"like\", prototype)",
        inputs: &ZEROS_SIG_LIKE_INPUTS,
        outputs: &ZEROS_OUTPUT,
    },
];
pub const ZEROS_ERROR_LIKE_EXPECTED_PROTOTYPE: BuiltinErrorDescriptor = BuiltinErrorDescriptor {
    code: "RM.ZEROS.LIKE_EXPECTED_PROTOTYPE",
    identifier: None,
    when: "The 'like' keyword is provided without a prototype argument.",
    message: "zeros: expected prototype after 'like'",
};
pub const ZEROS_ERROR_CLASS_CONFLICT: BuiltinErrorDescriptor = BuiltinErrorDescriptor {
    code: "RM.ZEROS.CLASS_CONFLICT",
    identifier: None,
    when: "A class keyword and a 'like' prototype are both provided.",
    message: "zeros: cannot combine 'like' with other class specifiers",
};
pub const ZEROS_ERROR_UNRECOGNIZED_OPTION: BuiltinErrorDescriptor = BuiltinErrorDescriptor {
    code: "RM.ZEROS.UNRECOGNIZED_OPTION",
    identifier: None,
    when: "A trailing option string is not a supported class keyword.",
    message: "zeros: unrecognised option",
};
pub const ZEROS_ERROR_LIKE_DUPLICATE: BuiltinErrorDescriptor = BuiltinErrorDescriptor {
    code: "RM.ZEROS.LIKE_DUPLICATE",
    identifier: None,
    when: "The 'like' keyword is specified more than once.",
    message: "zeros: multiple 'like' specifications are not supported",
};
const ZEROS_ERRORS: [BuiltinErrorDescriptor; 4] = [
    ZEROS_ERROR_LIKE_EXPECTED_PROTOTYPE,
    ZEROS_ERROR_CLASS_CONFLICT,
    ZEROS_ERROR_UNRECOGNIZED_OPTION,
    ZEROS_ERROR_LIKE_DUPLICATE,
];
pub const ZEROS_DESCRIPTOR: BuiltinDescriptor = BuiltinDescriptor {
    signatures: &ZEROS_SIGNATURES,
    output_mode: BuiltinOutputMode::Fixed,
    completion_policy: BuiltinCompletionPolicy::Public,
    errors: &ZEROS_ERRORS,
};
const ZEROS_BINDINGS: [BuiltinBindingDeclaration; 1] = [BuiltinBindingDeclaration {
    identity: BuiltinBindingIdentity {
        builtin: BuiltinCatalogIdentity { name: "zeros" },
        variant: "default",
    },
    availability: BuiltinBindingAvailability::Required,
}];
const ZEROS_EFFECTS: [EffectKind; 1] = [EffectKind::MayThrow];
pub const ZEROS_CATALOG_ENTRY: BuiltinCatalogEntry = BuiltinCatalogEntry {
    identity: BuiltinCatalogIdentity { name: "zeros" },
    category: "array/creation",
    documentation: BuiltinDocumentation {
        summary: "Create arrays filled with zero values.",
        keywords: &["array", "gpu", "like", "logical", "zeros"],
        related: &[],
        introduced: None,
        status: None,
        examples: &[],
    },
    descriptor: &ZEROS_DESCRIPTOR,
    contract: BuiltinContractDeclaration {
        maturity: BuiltinContractMaturity::Complete,
        inference_rule: BuiltinInferenceRuleId("array.zeros"),
        compatibility: BuiltinCompatibility::Matlab,
        async_behavior: BuiltinAsyncBehavior::NeverSuspends,
        purity: BuiltinPurity::Pure,
        semantic_kind: BuiltinSemanticKind::General,
        workspace_effect: None,
        environment_effect: None,
        effects: &ZEROS_EFFECTS,
        capabilities: &[],
    },
    placement: BuiltinPlacementContract {
        portability: BuiltinPortability::NativeAndWasm,
        accelerator: BuiltinAcceleratorPolicy::Optional,
        residency: BuiltinResidencyPolicy::Dynamic,
        fusion: BuiltinFusionPolicy::Candidate,
    },
    link: BuiltinLinkContract {
        reachability: BuiltinReachability::Always,
        policy: BuiltinLinkPolicy::PortableRuntime,
        artifact_dependencies: &[],
    },
    bindings: &ZEROS_BINDINGS,
    extensions: &ZEROS_EXTENSIONS,
    integer_capabilities: &ZEROS_INTEGER_CAPABILITIES,
    integer_audit: None,
    suppress_auto_output: false,
};