1#![allow(unknown_lints)]
6#![allow(clippy::all)]
7
8#![cfg_attr(rustfmt, rustfmt_skip)]
9
10#![allow(box_pointers)]
11#![allow(dead_code)]
12#![allow(missing_docs)]
13#![allow(non_camel_case_types)]
14#![allow(non_snake_case)]
15#![allow(non_upper_case_globals)]
16#![allow(trivial_casts)]
17#![allow(unsafe_code)]
18#![allow(unused_imports)]
19#![allow(unused_results)]
20use protobuf::Message as Message_imported_for_functions;
23use protobuf::ProtobufEnum as ProtobufEnum_imported_for_functions;
24
25#[derive(PartialEq,Clone,Default)]
30pub struct InferenceTask {
31 pub model_spec: ::protobuf::SingularPtrField<super::model::ModelSpec>,
33 pub method_name: ::std::string::String,
34 pub unknown_fields: ::protobuf::UnknownFields,
36 pub cached_size: ::protobuf::CachedSize,
37}
38
39impl<'a> ::std::default::Default for &'a InferenceTask {
40 fn default() -> &'a InferenceTask {
41 <InferenceTask as ::protobuf::Message>::default_instance()
42 }
43}
44
45impl InferenceTask {
46 pub fn new() -> InferenceTask {
47 ::std::default::Default::default()
48 }
49
50 pub fn get_model_spec(&self) -> &super::model::ModelSpec {
54 self.model_spec.as_ref().unwrap_or_else(|| super::model::ModelSpec::default_instance())
55 }
56 pub fn clear_model_spec(&mut self) {
57 self.model_spec.clear();
58 }
59
60 pub fn has_model_spec(&self) -> bool {
61 self.model_spec.is_some()
62 }
63
64 pub fn set_model_spec(&mut self, v: super::model::ModelSpec) {
66 self.model_spec = ::protobuf::SingularPtrField::some(v);
67 }
68
69 pub fn mut_model_spec(&mut self) -> &mut super::model::ModelSpec {
72 if self.model_spec.is_none() {
73 self.model_spec.set_default();
74 }
75 self.model_spec.as_mut().unwrap()
76 }
77
78 pub fn take_model_spec(&mut self) -> super::model::ModelSpec {
80 self.model_spec.take().unwrap_or_else(|| super::model::ModelSpec::new())
81 }
82
83 pub fn get_method_name(&self) -> &str {
87 &self.method_name
88 }
89 pub fn clear_method_name(&mut self) {
90 self.method_name.clear();
91 }
92
93 pub fn set_method_name(&mut self, v: ::std::string::String) {
95 self.method_name = v;
96 }
97
98 pub fn mut_method_name(&mut self) -> &mut ::std::string::String {
101 &mut self.method_name
102 }
103
104 pub fn take_method_name(&mut self) -> ::std::string::String {
106 ::std::mem::replace(&mut self.method_name, ::std::string::String::new())
107 }
108}
109
110impl ::protobuf::Message for InferenceTask {
111 fn is_initialized(&self) -> bool {
112 for v in &self.model_spec {
113 if !v.is_initialized() {
114 return false;
115 }
116 };
117 true
118 }
119
120 fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
121 while !is.eof()? {
122 let (field_number, wire_type) = is.read_tag_unpack()?;
123 match field_number {
124 1 => {
125 ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.model_spec)?;
126 },
127 2 => {
128 ::protobuf::rt::read_singular_proto3_string_into(wire_type, is, &mut self.method_name)?;
129 },
130 _ => {
131 ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
132 },
133 };
134 }
135 ::std::result::Result::Ok(())
136 }
137
138 #[allow(unused_variables)]
140 fn compute_size(&self) -> u32 {
141 let mut my_size = 0;
142 if let Some(ref v) = self.model_spec.as_ref() {
143 let len = v.compute_size();
144 my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
145 }
146 if !self.method_name.is_empty() {
147 my_size += ::protobuf::rt::string_size(2, &self.method_name);
148 }
149 my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
150 self.cached_size.set(my_size);
151 my_size
152 }
153
154 fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
155 if let Some(ref v) = self.model_spec.as_ref() {
156 os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
157 os.write_raw_varint32(v.get_cached_size())?;
158 v.write_to_with_cached_sizes(os)?;
159 }
160 if !self.method_name.is_empty() {
161 os.write_string(2, &self.method_name)?;
162 }
163 os.write_unknown_fields(self.get_unknown_fields())?;
164 ::std::result::Result::Ok(())
165 }
166
167 fn get_cached_size(&self) -> u32 {
168 self.cached_size.get()
169 }
170
171 fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
172 &self.unknown_fields
173 }
174
175 fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
176 &mut self.unknown_fields
177 }
178
179 fn as_any(&self) -> &dyn (::std::any::Any) {
180 self as &dyn (::std::any::Any)
181 }
182 fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
183 self as &mut dyn (::std::any::Any)
184 }
185 fn into_any(self: Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
186 self
187 }
188
189 fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
190 Self::descriptor_static()
191 }
192
193 fn new() -> InferenceTask {
194 InferenceTask::new()
195 }
196
197 fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
198 static mut descriptor: ::protobuf::lazy::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::lazy::Lazy::INIT;
199 unsafe {
200 descriptor.get(|| {
201 let mut fields = ::std::vec::Vec::new();
202 fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<super::model::ModelSpec>>(
203 "model_spec",
204 |m: &InferenceTask| { &m.model_spec },
205 |m: &mut InferenceTask| { &mut m.model_spec },
206 ));
207 fields.push(::protobuf::reflect::accessor::make_simple_field_accessor::<_, ::protobuf::types::ProtobufTypeString>(
208 "method_name",
209 |m: &InferenceTask| { &m.method_name },
210 |m: &mut InferenceTask| { &mut m.method_name },
211 ));
212 ::protobuf::reflect::MessageDescriptor::new_pb_name::<InferenceTask>(
213 "InferenceTask",
214 fields,
215 file_descriptor_proto()
216 )
217 })
218 }
219 }
220
221 fn default_instance() -> &'static InferenceTask {
222 static mut instance: ::protobuf::lazy::Lazy<InferenceTask> = ::protobuf::lazy::Lazy::INIT;
223 unsafe {
224 instance.get(InferenceTask::new)
225 }
226 }
227}
228
229impl ::protobuf::Clear for InferenceTask {
230 fn clear(&mut self) {
231 self.model_spec.clear();
232 self.method_name.clear();
233 self.unknown_fields.clear();
234 }
235}
236
237impl ::std::fmt::Debug for InferenceTask {
238 fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
239 ::protobuf::text_format::fmt(self, f)
240 }
241}
242
243impl ::protobuf::reflect::ProtobufValue for InferenceTask {
244 fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
245 ::protobuf::reflect::ReflectValueRef::Message(self)
246 }
247}
248
249#[derive(PartialEq,Clone,Default)]
250pub struct InferenceResult {
251 pub model_spec: ::protobuf::SingularPtrField<super::model::ModelSpec>,
253 pub result: ::std::option::Option<InferenceResult_oneof_result>,
255 pub unknown_fields: ::protobuf::UnknownFields,
257 pub cached_size: ::protobuf::CachedSize,
258}
259
260impl<'a> ::std::default::Default for &'a InferenceResult {
261 fn default() -> &'a InferenceResult {
262 <InferenceResult as ::protobuf::Message>::default_instance()
263 }
264}
265
266#[derive(Clone,PartialEq,Debug)]
267pub enum InferenceResult_oneof_result {
268 classification_result(super::classification::ClassificationResult),
269 regression_result(super::regression::RegressionResult),
270}
271
272impl InferenceResult {
273 pub fn new() -> InferenceResult {
274 ::std::default::Default::default()
275 }
276
277 pub fn get_model_spec(&self) -> &super::model::ModelSpec {
281 self.model_spec.as_ref().unwrap_or_else(|| super::model::ModelSpec::default_instance())
282 }
283 pub fn clear_model_spec(&mut self) {
284 self.model_spec.clear();
285 }
286
287 pub fn has_model_spec(&self) -> bool {
288 self.model_spec.is_some()
289 }
290
291 pub fn set_model_spec(&mut self, v: super::model::ModelSpec) {
293 self.model_spec = ::protobuf::SingularPtrField::some(v);
294 }
295
296 pub fn mut_model_spec(&mut self) -> &mut super::model::ModelSpec {
299 if self.model_spec.is_none() {
300 self.model_spec.set_default();
301 }
302 self.model_spec.as_mut().unwrap()
303 }
304
305 pub fn take_model_spec(&mut self) -> super::model::ModelSpec {
307 self.model_spec.take().unwrap_or_else(|| super::model::ModelSpec::new())
308 }
309
310 pub fn get_classification_result(&self) -> &super::classification::ClassificationResult {
314 match self.result {
315 ::std::option::Option::Some(InferenceResult_oneof_result::classification_result(ref v)) => v,
316 _ => super::classification::ClassificationResult::default_instance(),
317 }
318 }
319 pub fn clear_classification_result(&mut self) {
320 self.result = ::std::option::Option::None;
321 }
322
323 pub fn has_classification_result(&self) -> bool {
324 match self.result {
325 ::std::option::Option::Some(InferenceResult_oneof_result::classification_result(..)) => true,
326 _ => false,
327 }
328 }
329
330 pub fn set_classification_result(&mut self, v: super::classification::ClassificationResult) {
332 self.result = ::std::option::Option::Some(InferenceResult_oneof_result::classification_result(v))
333 }
334
335 pub fn mut_classification_result(&mut self) -> &mut super::classification::ClassificationResult {
337 if let ::std::option::Option::Some(InferenceResult_oneof_result::classification_result(_)) = self.result {
338 } else {
339 self.result = ::std::option::Option::Some(InferenceResult_oneof_result::classification_result(super::classification::ClassificationResult::new()));
340 }
341 match self.result {
342 ::std::option::Option::Some(InferenceResult_oneof_result::classification_result(ref mut v)) => v,
343 _ => panic!(),
344 }
345 }
346
347 pub fn take_classification_result(&mut self) -> super::classification::ClassificationResult {
349 if self.has_classification_result() {
350 match self.result.take() {
351 ::std::option::Option::Some(InferenceResult_oneof_result::classification_result(v)) => v,
352 _ => panic!(),
353 }
354 } else {
355 super::classification::ClassificationResult::new()
356 }
357 }
358
359 pub fn get_regression_result(&self) -> &super::regression::RegressionResult {
363 match self.result {
364 ::std::option::Option::Some(InferenceResult_oneof_result::regression_result(ref v)) => v,
365 _ => super::regression::RegressionResult::default_instance(),
366 }
367 }
368 pub fn clear_regression_result(&mut self) {
369 self.result = ::std::option::Option::None;
370 }
371
372 pub fn has_regression_result(&self) -> bool {
373 match self.result {
374 ::std::option::Option::Some(InferenceResult_oneof_result::regression_result(..)) => true,
375 _ => false,
376 }
377 }
378
379 pub fn set_regression_result(&mut self, v: super::regression::RegressionResult) {
381 self.result = ::std::option::Option::Some(InferenceResult_oneof_result::regression_result(v))
382 }
383
384 pub fn mut_regression_result(&mut self) -> &mut super::regression::RegressionResult {
386 if let ::std::option::Option::Some(InferenceResult_oneof_result::regression_result(_)) = self.result {
387 } else {
388 self.result = ::std::option::Option::Some(InferenceResult_oneof_result::regression_result(super::regression::RegressionResult::new()));
389 }
390 match self.result {
391 ::std::option::Option::Some(InferenceResult_oneof_result::regression_result(ref mut v)) => v,
392 _ => panic!(),
393 }
394 }
395
396 pub fn take_regression_result(&mut self) -> super::regression::RegressionResult {
398 if self.has_regression_result() {
399 match self.result.take() {
400 ::std::option::Option::Some(InferenceResult_oneof_result::regression_result(v)) => v,
401 _ => panic!(),
402 }
403 } else {
404 super::regression::RegressionResult::new()
405 }
406 }
407}
408
409impl ::protobuf::Message for InferenceResult {
410 fn is_initialized(&self) -> bool {
411 for v in &self.model_spec {
412 if !v.is_initialized() {
413 return false;
414 }
415 };
416 if let Some(InferenceResult_oneof_result::classification_result(ref v)) = self.result {
417 if !v.is_initialized() {
418 return false;
419 }
420 }
421 if let Some(InferenceResult_oneof_result::regression_result(ref v)) = self.result {
422 if !v.is_initialized() {
423 return false;
424 }
425 }
426 true
427 }
428
429 fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
430 while !is.eof()? {
431 let (field_number, wire_type) = is.read_tag_unpack()?;
432 match field_number {
433 1 => {
434 ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.model_spec)?;
435 },
436 2 => {
437 if wire_type != ::protobuf::wire_format::WireTypeLengthDelimited {
438 return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
439 }
440 self.result = ::std::option::Option::Some(InferenceResult_oneof_result::classification_result(is.read_message()?));
441 },
442 3 => {
443 if wire_type != ::protobuf::wire_format::WireTypeLengthDelimited {
444 return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
445 }
446 self.result = ::std::option::Option::Some(InferenceResult_oneof_result::regression_result(is.read_message()?));
447 },
448 _ => {
449 ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
450 },
451 };
452 }
453 ::std::result::Result::Ok(())
454 }
455
456 #[allow(unused_variables)]
458 fn compute_size(&self) -> u32 {
459 let mut my_size = 0;
460 if let Some(ref v) = self.model_spec.as_ref() {
461 let len = v.compute_size();
462 my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
463 }
464 if let ::std::option::Option::Some(ref v) = self.result {
465 match v {
466 &InferenceResult_oneof_result::classification_result(ref v) => {
467 let len = v.compute_size();
468 my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
469 },
470 &InferenceResult_oneof_result::regression_result(ref v) => {
471 let len = v.compute_size();
472 my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
473 },
474 };
475 }
476 my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
477 self.cached_size.set(my_size);
478 my_size
479 }
480
481 fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
482 if let Some(ref v) = self.model_spec.as_ref() {
483 os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
484 os.write_raw_varint32(v.get_cached_size())?;
485 v.write_to_with_cached_sizes(os)?;
486 }
487 if let ::std::option::Option::Some(ref v) = self.result {
488 match v {
489 &InferenceResult_oneof_result::classification_result(ref v) => {
490 os.write_tag(2, ::protobuf::wire_format::WireTypeLengthDelimited)?;
491 os.write_raw_varint32(v.get_cached_size())?;
492 v.write_to_with_cached_sizes(os)?;
493 },
494 &InferenceResult_oneof_result::regression_result(ref v) => {
495 os.write_tag(3, ::protobuf::wire_format::WireTypeLengthDelimited)?;
496 os.write_raw_varint32(v.get_cached_size())?;
497 v.write_to_with_cached_sizes(os)?;
498 },
499 };
500 }
501 os.write_unknown_fields(self.get_unknown_fields())?;
502 ::std::result::Result::Ok(())
503 }
504
505 fn get_cached_size(&self) -> u32 {
506 self.cached_size.get()
507 }
508
509 fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
510 &self.unknown_fields
511 }
512
513 fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
514 &mut self.unknown_fields
515 }
516
517 fn as_any(&self) -> &dyn (::std::any::Any) {
518 self as &dyn (::std::any::Any)
519 }
520 fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
521 self as &mut dyn (::std::any::Any)
522 }
523 fn into_any(self: Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
524 self
525 }
526
527 fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
528 Self::descriptor_static()
529 }
530
531 fn new() -> InferenceResult {
532 InferenceResult::new()
533 }
534
535 fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
536 static mut descriptor: ::protobuf::lazy::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::lazy::Lazy::INIT;
537 unsafe {
538 descriptor.get(|| {
539 let mut fields = ::std::vec::Vec::new();
540 fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<super::model::ModelSpec>>(
541 "model_spec",
542 |m: &InferenceResult| { &m.model_spec },
543 |m: &mut InferenceResult| { &mut m.model_spec },
544 ));
545 fields.push(::protobuf::reflect::accessor::make_singular_message_accessor::<_, super::classification::ClassificationResult>(
546 "classification_result",
547 InferenceResult::has_classification_result,
548 InferenceResult::get_classification_result,
549 ));
550 fields.push(::protobuf::reflect::accessor::make_singular_message_accessor::<_, super::regression::RegressionResult>(
551 "regression_result",
552 InferenceResult::has_regression_result,
553 InferenceResult::get_regression_result,
554 ));
555 ::protobuf::reflect::MessageDescriptor::new_pb_name::<InferenceResult>(
556 "InferenceResult",
557 fields,
558 file_descriptor_proto()
559 )
560 })
561 }
562 }
563
564 fn default_instance() -> &'static InferenceResult {
565 static mut instance: ::protobuf::lazy::Lazy<InferenceResult> = ::protobuf::lazy::Lazy::INIT;
566 unsafe {
567 instance.get(InferenceResult::new)
568 }
569 }
570}
571
572impl ::protobuf::Clear for InferenceResult {
573 fn clear(&mut self) {
574 self.model_spec.clear();
575 self.result = ::std::option::Option::None;
576 self.result = ::std::option::Option::None;
577 self.unknown_fields.clear();
578 }
579}
580
581impl ::std::fmt::Debug for InferenceResult {
582 fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
583 ::protobuf::text_format::fmt(self, f)
584 }
585}
586
587impl ::protobuf::reflect::ProtobufValue for InferenceResult {
588 fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
589 ::protobuf::reflect::ReflectValueRef::Message(self)
590 }
591}
592
593#[derive(PartialEq,Clone,Default)]
594pub struct MultiInferenceRequest {
595 pub tasks: ::protobuf::RepeatedField<InferenceTask>,
597 pub input: ::protobuf::SingularPtrField<super::input::Input>,
598 pub unknown_fields: ::protobuf::UnknownFields,
600 pub cached_size: ::protobuf::CachedSize,
601}
602
603impl<'a> ::std::default::Default for &'a MultiInferenceRequest {
604 fn default() -> &'a MultiInferenceRequest {
605 <MultiInferenceRequest as ::protobuf::Message>::default_instance()
606 }
607}
608
609impl MultiInferenceRequest {
610 pub fn new() -> MultiInferenceRequest {
611 ::std::default::Default::default()
612 }
613
614 pub fn get_tasks(&self) -> &[InferenceTask] {
618 &self.tasks
619 }
620 pub fn clear_tasks(&mut self) {
621 self.tasks.clear();
622 }
623
624 pub fn set_tasks(&mut self, v: ::protobuf::RepeatedField<InferenceTask>) {
626 self.tasks = v;
627 }
628
629 pub fn mut_tasks(&mut self) -> &mut ::protobuf::RepeatedField<InferenceTask> {
631 &mut self.tasks
632 }
633
634 pub fn take_tasks(&mut self) -> ::protobuf::RepeatedField<InferenceTask> {
636 ::std::mem::replace(&mut self.tasks, ::protobuf::RepeatedField::new())
637 }
638
639 pub fn get_input(&self) -> &super::input::Input {
643 self.input.as_ref().unwrap_or_else(|| super::input::Input::default_instance())
644 }
645 pub fn clear_input(&mut self) {
646 self.input.clear();
647 }
648
649 pub fn has_input(&self) -> bool {
650 self.input.is_some()
651 }
652
653 pub fn set_input(&mut self, v: super::input::Input) {
655 self.input = ::protobuf::SingularPtrField::some(v);
656 }
657
658 pub fn mut_input(&mut self) -> &mut super::input::Input {
661 if self.input.is_none() {
662 self.input.set_default();
663 }
664 self.input.as_mut().unwrap()
665 }
666
667 pub fn take_input(&mut self) -> super::input::Input {
669 self.input.take().unwrap_or_else(|| super::input::Input::new())
670 }
671}
672
673impl ::protobuf::Message for MultiInferenceRequest {
674 fn is_initialized(&self) -> bool {
675 for v in &self.tasks {
676 if !v.is_initialized() {
677 return false;
678 }
679 };
680 for v in &self.input {
681 if !v.is_initialized() {
682 return false;
683 }
684 };
685 true
686 }
687
688 fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
689 while !is.eof()? {
690 let (field_number, wire_type) = is.read_tag_unpack()?;
691 match field_number {
692 1 => {
693 ::protobuf::rt::read_repeated_message_into(wire_type, is, &mut self.tasks)?;
694 },
695 2 => {
696 ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.input)?;
697 },
698 _ => {
699 ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
700 },
701 };
702 }
703 ::std::result::Result::Ok(())
704 }
705
706 #[allow(unused_variables)]
708 fn compute_size(&self) -> u32 {
709 let mut my_size = 0;
710 for value in &self.tasks {
711 let len = value.compute_size();
712 my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
713 };
714 if let Some(ref v) = self.input.as_ref() {
715 let len = v.compute_size();
716 my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
717 }
718 my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
719 self.cached_size.set(my_size);
720 my_size
721 }
722
723 fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
724 for v in &self.tasks {
725 os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
726 os.write_raw_varint32(v.get_cached_size())?;
727 v.write_to_with_cached_sizes(os)?;
728 };
729 if let Some(ref v) = self.input.as_ref() {
730 os.write_tag(2, ::protobuf::wire_format::WireTypeLengthDelimited)?;
731 os.write_raw_varint32(v.get_cached_size())?;
732 v.write_to_with_cached_sizes(os)?;
733 }
734 os.write_unknown_fields(self.get_unknown_fields())?;
735 ::std::result::Result::Ok(())
736 }
737
738 fn get_cached_size(&self) -> u32 {
739 self.cached_size.get()
740 }
741
742 fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
743 &self.unknown_fields
744 }
745
746 fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
747 &mut self.unknown_fields
748 }
749
750 fn as_any(&self) -> &dyn (::std::any::Any) {
751 self as &dyn (::std::any::Any)
752 }
753 fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
754 self as &mut dyn (::std::any::Any)
755 }
756 fn into_any(self: Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
757 self
758 }
759
760 fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
761 Self::descriptor_static()
762 }
763
764 fn new() -> MultiInferenceRequest {
765 MultiInferenceRequest::new()
766 }
767
768 fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
769 static mut descriptor: ::protobuf::lazy::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::lazy::Lazy::INIT;
770 unsafe {
771 descriptor.get(|| {
772 let mut fields = ::std::vec::Vec::new();
773 fields.push(::protobuf::reflect::accessor::make_repeated_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<InferenceTask>>(
774 "tasks",
775 |m: &MultiInferenceRequest| { &m.tasks },
776 |m: &mut MultiInferenceRequest| { &mut m.tasks },
777 ));
778 fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<super::input::Input>>(
779 "input",
780 |m: &MultiInferenceRequest| { &m.input },
781 |m: &mut MultiInferenceRequest| { &mut m.input },
782 ));
783 ::protobuf::reflect::MessageDescriptor::new_pb_name::<MultiInferenceRequest>(
784 "MultiInferenceRequest",
785 fields,
786 file_descriptor_proto()
787 )
788 })
789 }
790 }
791
792 fn default_instance() -> &'static MultiInferenceRequest {
793 static mut instance: ::protobuf::lazy::Lazy<MultiInferenceRequest> = ::protobuf::lazy::Lazy::INIT;
794 unsafe {
795 instance.get(MultiInferenceRequest::new)
796 }
797 }
798}
799
800impl ::protobuf::Clear for MultiInferenceRequest {
801 fn clear(&mut self) {
802 self.tasks.clear();
803 self.input.clear();
804 self.unknown_fields.clear();
805 }
806}
807
808impl ::std::fmt::Debug for MultiInferenceRequest {
809 fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
810 ::protobuf::text_format::fmt(self, f)
811 }
812}
813
814impl ::protobuf::reflect::ProtobufValue for MultiInferenceRequest {
815 fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
816 ::protobuf::reflect::ReflectValueRef::Message(self)
817 }
818}
819
820#[derive(PartialEq,Clone,Default)]
821pub struct MultiInferenceResponse {
822 pub results: ::protobuf::RepeatedField<InferenceResult>,
824 pub unknown_fields: ::protobuf::UnknownFields,
826 pub cached_size: ::protobuf::CachedSize,
827}
828
829impl<'a> ::std::default::Default for &'a MultiInferenceResponse {
830 fn default() -> &'a MultiInferenceResponse {
831 <MultiInferenceResponse as ::protobuf::Message>::default_instance()
832 }
833}
834
835impl MultiInferenceResponse {
836 pub fn new() -> MultiInferenceResponse {
837 ::std::default::Default::default()
838 }
839
840 pub fn get_results(&self) -> &[InferenceResult] {
844 &self.results
845 }
846 pub fn clear_results(&mut self) {
847 self.results.clear();
848 }
849
850 pub fn set_results(&mut self, v: ::protobuf::RepeatedField<InferenceResult>) {
852 self.results = v;
853 }
854
855 pub fn mut_results(&mut self) -> &mut ::protobuf::RepeatedField<InferenceResult> {
857 &mut self.results
858 }
859
860 pub fn take_results(&mut self) -> ::protobuf::RepeatedField<InferenceResult> {
862 ::std::mem::replace(&mut self.results, ::protobuf::RepeatedField::new())
863 }
864}
865
866impl ::protobuf::Message for MultiInferenceResponse {
867 fn is_initialized(&self) -> bool {
868 for v in &self.results {
869 if !v.is_initialized() {
870 return false;
871 }
872 };
873 true
874 }
875
876 fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
877 while !is.eof()? {
878 let (field_number, wire_type) = is.read_tag_unpack()?;
879 match field_number {
880 1 => {
881 ::protobuf::rt::read_repeated_message_into(wire_type, is, &mut self.results)?;
882 },
883 _ => {
884 ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
885 },
886 };
887 }
888 ::std::result::Result::Ok(())
889 }
890
891 #[allow(unused_variables)]
893 fn compute_size(&self) -> u32 {
894 let mut my_size = 0;
895 for value in &self.results {
896 let len = value.compute_size();
897 my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
898 };
899 my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
900 self.cached_size.set(my_size);
901 my_size
902 }
903
904 fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
905 for v in &self.results {
906 os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
907 os.write_raw_varint32(v.get_cached_size())?;
908 v.write_to_with_cached_sizes(os)?;
909 };
910 os.write_unknown_fields(self.get_unknown_fields())?;
911 ::std::result::Result::Ok(())
912 }
913
914 fn get_cached_size(&self) -> u32 {
915 self.cached_size.get()
916 }
917
918 fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
919 &self.unknown_fields
920 }
921
922 fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
923 &mut self.unknown_fields
924 }
925
926 fn as_any(&self) -> &dyn (::std::any::Any) {
927 self as &dyn (::std::any::Any)
928 }
929 fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
930 self as &mut dyn (::std::any::Any)
931 }
932 fn into_any(self: Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
933 self
934 }
935
936 fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
937 Self::descriptor_static()
938 }
939
940 fn new() -> MultiInferenceResponse {
941 MultiInferenceResponse::new()
942 }
943
944 fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
945 static mut descriptor: ::protobuf::lazy::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::lazy::Lazy::INIT;
946 unsafe {
947 descriptor.get(|| {
948 let mut fields = ::std::vec::Vec::new();
949 fields.push(::protobuf::reflect::accessor::make_repeated_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<InferenceResult>>(
950 "results",
951 |m: &MultiInferenceResponse| { &m.results },
952 |m: &mut MultiInferenceResponse| { &mut m.results },
953 ));
954 ::protobuf::reflect::MessageDescriptor::new_pb_name::<MultiInferenceResponse>(
955 "MultiInferenceResponse",
956 fields,
957 file_descriptor_proto()
958 )
959 })
960 }
961 }
962
963 fn default_instance() -> &'static MultiInferenceResponse {
964 static mut instance: ::protobuf::lazy::Lazy<MultiInferenceResponse> = ::protobuf::lazy::Lazy::INIT;
965 unsafe {
966 instance.get(MultiInferenceResponse::new)
967 }
968 }
969}
970
971impl ::protobuf::Clear for MultiInferenceResponse {
972 fn clear(&mut self) {
973 self.results.clear();
974 self.unknown_fields.clear();
975 }
976}
977
978impl ::std::fmt::Debug for MultiInferenceResponse {
979 fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
980 ::protobuf::text_format::fmt(self, f)
981 }
982}
983
984impl ::protobuf::reflect::ProtobufValue for MultiInferenceResponse {
985 fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
986 ::protobuf::reflect::ReflectValueRef::Message(self)
987 }
988}
989
990static file_descriptor_proto_data: &'static [u8] = b"\
991 \n'tensorflow_serving/apis/inference.proto\x12\x12tensorflow.serving\x1a\
992 ,tensorflow_serving/apis/classification.proto\x1a#tensorflow_serving/api\
993 s/input.proto\x1a#tensorflow_serving/apis/model.proto\x1a(tensorflow_ser\
994 ving/apis/regression.proto\"n\n\rInferenceTask\x12<\n\nmodel_spec\x18\
995 \x01\x20\x01(\x0b2\x1d.tensorflow.serving.ModelSpecR\tmodelSpec\x12\x1f\
996 \n\x0bmethod_name\x18\x02\x20\x01(\tR\nmethodName\"\x8f\x02\n\x0fInferen\
997 ceResult\x12<\n\nmodel_spec\x18\x01\x20\x01(\x0b2\x1d.tensorflow.serving\
998 .ModelSpecR\tmodelSpec\x12_\n\x15classification_result\x18\x02\x20\x01(\
999 \x0b2(.tensorflow.serving.ClassificationResultH\0R\x14classificationResu\
1000 lt\x12S\n\x11regression_result\x18\x03\x20\x01(\x0b2$.tensorflow.serving\
1001 .RegressionResultH\0R\x10regressionResultB\x08\n\x06result\"\x81\x01\n\
1002 \x15MultiInferenceRequest\x127\n\x05tasks\x18\x01\x20\x03(\x0b2!.tensorf\
1003 low.serving.InferenceTaskR\x05tasks\x12/\n\x05input\x18\x02\x20\x01(\x0b\
1004 2\x19.tensorflow.serving.InputR\x05input\"W\n\x16MultiInferenceResponse\
1005 \x12=\n\x07results\x18\x01\x20\x03(\x0b2#.tensorflow.serving.InferenceRe\
1006 sultR\x07resultsB\x03\xf8\x01\x01J\xa2\x0f\n\x06\x12\x04\n\0:\x01\n\xa0\
1007 \x04\n\x01\x0c\x12\x03\n\0\x122\x95\x04\x20This\x20file\x20contains\x20m\
1008 essages\x20for\x20various\x20machine\x20learning\x20inferences\n\x20such\
1009 \x20as\x20regression\x20and\x20classification.\n\n\x20In\x20many\x20appl\
1010 ications\x20more\x20than\x20one\x20type\x20of\x20inference\x20is\x20desi\
1011 red\x20for\x20a\x20single\n\x20input.\x20\x20For\x20example,\x20given\
1012 \x20meteorologic\x20data\x20an\x20application\x20may\x20want\x20to\n\x20\
1013 perform\x20a\x20classification\x20to\x20determine\x20if\x20we\x20should\
1014 \x20expect\x20rain,\x20snow\x20or\x20sun\n\x20and\x20also\x20perform\x20\
1015 a\x20regression\x20to\x20predict\x20the\x20temperature.\n\x20Sharing\x20\
1016 the\x20single\x20input\x20data\x20between\x20two\x20inference\x20tasks\
1017 \x20can\x20be\x20accomplished\n\x20using\x20MultiInferenceRequest\x20and\
1018 \x20MultiInferenceResponse.\n\n\x08\n\x01\x08\x12\x03\x0c\0\x1f\n\t\n\
1019 \x02\x08\x1f\x12\x03\x0c\0\x1f\n\t\n\x02\x03\0\x12\x03\x0e\06\n\t\n\x02\
1020 \x03\x01\x12\x03\x0f\0-\n\t\n\x02\x03\x02\x12\x03\x10\0-\n\t\n\x02\x03\
1021 \x03\x12\x03\x11\02\n\x08\n\x01\x02\x12\x03\x13\0\x1b\nJ\n\x02\x04\0\x12\
1022 \x04\x16\0\x20\x01\x1a>\x20Inference\x20request\x20such\x20as\x20classif\
1023 ication,\x20regression,\x20etc...\n\n\n\n\x03\x04\0\x01\x12\x03\x16\x08\
1024 \x15\n\xb7\x01\n\x04\x04\0\x02\0\x12\x03\x1a\x02\x1b\x1a\xa9\x01\x20Mode\
1025 l\x20Specification.\x20If\x20version\x20is\x20not\x20specified,\x20will\
1026 \x20use\x20the\x20latest\n\x20(numerical)\x20version.\n\x20All\x20ModelS\
1027 pecs\x20in\x20a\x20MultiInferenceRequest\x20must\x20access\x20the\x20sam\
1028 e\x20model\x20name.\n\n\x0c\n\x05\x04\0\x02\0\x06\x12\x03\x1a\x02\x0b\n\
1029 \x0c\n\x05\x04\0\x02\0\x01\x12\x03\x1a\x0c\x16\n\x0c\n\x05\x04\0\x02\0\
1030 \x03\x12\x03\x1a\x19\x1a\n\xbd\x01\n\x04\x04\0\x02\x01\x12\x03\x1f\x02\
1031 \x19\x1a\xaf\x01\x20Signature's\x20method_name.\x20Should\x20be\x20one\
1032 \x20of\x20the\x20method\x20names\x20defined\x20in\n\x20third_party/tenso\
1033 rflow/python/saved_model/signature_constants.py.\n\x20e.g.\x20\"tensorfl\
1034 ow/serving/classify\".\n\n\x0c\n\x05\x04\0\x02\x01\x05\x12\x03\x1f\x02\
1035 \x08\n\x0c\n\x05\x04\0\x02\x01\x01\x12\x03\x1f\t\x14\n\x0c\n\x05\x04\0\
1036 \x02\x01\x03\x12\x03\x1f\x17\x18\nK\n\x02\x04\x01\x12\x04#\0*\x01\x1a?\
1037 \x20Inference\x20result,\x20matches\x20the\x20type\x20of\x20request\x20o\
1038 r\x20is\x20an\x20error.\n\n\n\n\x03\x04\x01\x01\x12\x03#\x08\x17\n\x0b\n\
1039 \x04\x04\x01\x02\0\x12\x03$\x02\x1b\n\x0c\n\x05\x04\x01\x02\0\x06\x12\
1040 \x03$\x02\x0b\n\x0c\n\x05\x04\x01\x02\0\x01\x12\x03$\x0c\x16\n\x0c\n\x05\
1041 \x04\x01\x02\0\x03\x12\x03$\x19\x1a\n\x0c\n\x04\x04\x01\x08\0\x12\x04&\
1042 \x02)\x03\n\x0c\n\x05\x04\x01\x08\0\x01\x12\x03&\x08\x0e\n\x0b\n\x04\x04\
1043 \x01\x02\x01\x12\x03'\x043\n\x0c\n\x05\x04\x01\x02\x01\x06\x12\x03'\x04\
1044 \x18\n\x0c\n\x05\x04\x01\x02\x01\x01\x12\x03'\x19.\n\x0c\n\x05\x04\x01\
1045 \x02\x01\x03\x12\x03'12\n\x0b\n\x04\x04\x01\x02\x02\x12\x03(\x04+\n\x0c\
1046 \n\x05\x04\x01\x02\x02\x06\x12\x03(\x04\x14\n\x0c\n\x05\x04\x01\x02\x02\
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1048 \x04\x02\x12\x04-\03\x01\x1a4\x20Inference\x20request\x20containing\x20o\
1049 ne\x20or\x20more\x20requests.\n\n\n\n\x03\x04\x02\x01\x12\x03-\x08\x1d\n\
1050 \x1f\n\x04\x04\x02\x02\0\x12\x03/\x02#\x1a\x12\x20Inference\x20tasks.\n\
1051 \n\x0c\n\x05\x04\x02\x02\0\x04\x12\x03/\x02\n\n\x0c\n\x05\x04\x02\x02\0\
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1054 \x032\x02\x12\x1a\r\x20Input\x20data.\n\n\x0c\n\x05\x04\x02\x02\x01\x06\
1055 \x12\x032\x02\x07\n\x0c\n\x05\x04\x02\x02\x01\x01\x12\x032\x08\r\n\x0c\n\
1056 \x05\x04\x02\x02\x01\x03\x12\x032\x10\x11\nA\n\x02\x04\x03\x12\x046\0:\
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1060 \x20InferenceTask\x20in\x20the\x20request,\x20returned\x20in\x20the\n\
1061 \x20same\x20order\x20as\x20the\x20request.\n\n\x0c\n\x05\x04\x03\x02\0\
1062 \x04\x12\x039\x02\n\n\x0c\n\x05\x04\x03\x02\0\x06\x12\x039\x0b\x1a\n\x0c\
1063 \n\x05\x04\x03\x02\0\x01\x12\x039\x1b\"\n\x0c\n\x05\x04\x03\x02\0\x03\
1064 \x12\x039%&b\x06proto3\
1065";
1066
1067static mut file_descriptor_proto_lazy: ::protobuf::lazy::Lazy<::protobuf::descriptor::FileDescriptorProto> = ::protobuf::lazy::Lazy::INIT;
1068
1069fn parse_descriptor_proto() -> ::protobuf::descriptor::FileDescriptorProto {
1070 ::protobuf::parse_from_bytes(file_descriptor_proto_data).unwrap()
1071}
1072
1073pub fn file_descriptor_proto() -> &'static ::protobuf::descriptor::FileDescriptorProto {
1074 unsafe {
1075 file_descriptor_proto_lazy.get(|| {
1076 parse_descriptor_proto()
1077 })
1078 }
1079}