tensorflow_serving_client/
example.rs

1// This file is generated by rust-protobuf 2.14.0. Do not edit
2// @generated
3
4// https://github.com/rust-lang/rust-clippy/issues/702
5#![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)]
20//! Generated file from `tensorflow/core/example/example.proto`
21
22use protobuf::Message as Message_imported_for_functions;
23use protobuf::ProtobufEnum as ProtobufEnum_imported_for_functions;
24
25/// Generated files are compatible only with the same version
26/// of protobuf runtime.
27// const _PROTOBUF_VERSION_CHECK: () = ::protobuf::VERSION_2_14_0;
28
29#[derive(PartialEq,Clone,Default)]
30pub struct Example {
31    // message fields
32    pub features: ::protobuf::SingularPtrField<super::feature::Features>,
33    // special fields
34    pub unknown_fields: ::protobuf::UnknownFields,
35    pub cached_size: ::protobuf::CachedSize,
36}
37
38impl<'a> ::std::default::Default for &'a Example {
39    fn default() -> &'a Example {
40        <Example as ::protobuf::Message>::default_instance()
41    }
42}
43
44impl Example {
45    pub fn new() -> Example {
46        ::std::default::Default::default()
47    }
48
49    // .tensorflow.Features features = 1;
50
51
52    pub fn get_features(&self) -> &super::feature::Features {
53        self.features.as_ref().unwrap_or_else(|| super::feature::Features::default_instance())
54    }
55    pub fn clear_features(&mut self) {
56        self.features.clear();
57    }
58
59    pub fn has_features(&self) -> bool {
60        self.features.is_some()
61    }
62
63    // Param is passed by value, moved
64    pub fn set_features(&mut self, v: super::feature::Features) {
65        self.features = ::protobuf::SingularPtrField::some(v);
66    }
67
68    // Mutable pointer to the field.
69    // If field is not initialized, it is initialized with default value first.
70    pub fn mut_features(&mut self) -> &mut super::feature::Features {
71        if self.features.is_none() {
72            self.features.set_default();
73        }
74        self.features.as_mut().unwrap()
75    }
76
77    // Take field
78    pub fn take_features(&mut self) -> super::feature::Features {
79        self.features.take().unwrap_or_else(|| super::feature::Features::new())
80    }
81}
82
83impl ::protobuf::Message for Example {
84    fn is_initialized(&self) -> bool {
85        for v in &self.features {
86            if !v.is_initialized() {
87                return false;
88            }
89        };
90        true
91    }
92
93    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
94        while !is.eof()? {
95            let (field_number, wire_type) = is.read_tag_unpack()?;
96            match field_number {
97                1 => {
98                    ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.features)?;
99                },
100                _ => {
101                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
102                },
103            };
104        }
105        ::std::result::Result::Ok(())
106    }
107
108    // Compute sizes of nested messages
109    #[allow(unused_variables)]
110    fn compute_size(&self) -> u32 {
111        let mut my_size = 0;
112        if let Some(ref v) = self.features.as_ref() {
113            let len = v.compute_size();
114            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
115        }
116        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
117        self.cached_size.set(my_size);
118        my_size
119    }
120
121    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
122        if let Some(ref v) = self.features.as_ref() {
123            os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
124            os.write_raw_varint32(v.get_cached_size())?;
125            v.write_to_with_cached_sizes(os)?;
126        }
127        os.write_unknown_fields(self.get_unknown_fields())?;
128        ::std::result::Result::Ok(())
129    }
130
131    fn get_cached_size(&self) -> u32 {
132        self.cached_size.get()
133    }
134
135    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
136        &self.unknown_fields
137    }
138
139    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
140        &mut self.unknown_fields
141    }
142
143    fn as_any(&self) -> &dyn (::std::any::Any) {
144        self as &dyn (::std::any::Any)
145    }
146    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
147        self as &mut dyn (::std::any::Any)
148    }
149    fn into_any(self: Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
150        self
151    }
152
153    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
154        Self::descriptor_static()
155    }
156
157    fn new() -> Example {
158        Example::new()
159    }
160
161    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
162        static mut descriptor: ::protobuf::lazy::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::lazy::Lazy::INIT;
163        unsafe {
164            descriptor.get(|| {
165                let mut fields = ::std::vec::Vec::new();
166                fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<super::feature::Features>>(
167                    "features",
168                    |m: &Example| { &m.features },
169                    |m: &mut Example| { &mut m.features },
170                ));
171                ::protobuf::reflect::MessageDescriptor::new_pb_name::<Example>(
172                    "Example",
173                    fields,
174                    file_descriptor_proto()
175                )
176            })
177        }
178    }
179
180    fn default_instance() -> &'static Example {
181        static mut instance: ::protobuf::lazy::Lazy<Example> = ::protobuf::lazy::Lazy::INIT;
182        unsafe {
183            instance.get(Example::new)
184        }
185    }
186}
187
188impl ::protobuf::Clear for Example {
189    fn clear(&mut self) {
190        self.features.clear();
191        self.unknown_fields.clear();
192    }
193}
194
195impl ::std::fmt::Debug for Example {
196    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
197        ::protobuf::text_format::fmt(self, f)
198    }
199}
200
201impl ::protobuf::reflect::ProtobufValue for Example {
202    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
203        ::protobuf::reflect::ReflectValueRef::Message(self)
204    }
205}
206
207#[derive(PartialEq,Clone,Default)]
208pub struct SequenceExample {
209    // message fields
210    pub context: ::protobuf::SingularPtrField<super::feature::Features>,
211    pub feature_lists: ::protobuf::SingularPtrField<super::feature::FeatureLists>,
212    // special fields
213    pub unknown_fields: ::protobuf::UnknownFields,
214    pub cached_size: ::protobuf::CachedSize,
215}
216
217impl<'a> ::std::default::Default for &'a SequenceExample {
218    fn default() -> &'a SequenceExample {
219        <SequenceExample as ::protobuf::Message>::default_instance()
220    }
221}
222
223impl SequenceExample {
224    pub fn new() -> SequenceExample {
225        ::std::default::Default::default()
226    }
227
228    // .tensorflow.Features context = 1;
229
230
231    pub fn get_context(&self) -> &super::feature::Features {
232        self.context.as_ref().unwrap_or_else(|| super::feature::Features::default_instance())
233    }
234    pub fn clear_context(&mut self) {
235        self.context.clear();
236    }
237
238    pub fn has_context(&self) -> bool {
239        self.context.is_some()
240    }
241
242    // Param is passed by value, moved
243    pub fn set_context(&mut self, v: super::feature::Features) {
244        self.context = ::protobuf::SingularPtrField::some(v);
245    }
246
247    // Mutable pointer to the field.
248    // If field is not initialized, it is initialized with default value first.
249    pub fn mut_context(&mut self) -> &mut super::feature::Features {
250        if self.context.is_none() {
251            self.context.set_default();
252        }
253        self.context.as_mut().unwrap()
254    }
255
256    // Take field
257    pub fn take_context(&mut self) -> super::feature::Features {
258        self.context.take().unwrap_or_else(|| super::feature::Features::new())
259    }
260
261    // .tensorflow.FeatureLists feature_lists = 2;
262
263
264    pub fn get_feature_lists(&self) -> &super::feature::FeatureLists {
265        self.feature_lists.as_ref().unwrap_or_else(|| super::feature::FeatureLists::default_instance())
266    }
267    pub fn clear_feature_lists(&mut self) {
268        self.feature_lists.clear();
269    }
270
271    pub fn has_feature_lists(&self) -> bool {
272        self.feature_lists.is_some()
273    }
274
275    // Param is passed by value, moved
276    pub fn set_feature_lists(&mut self, v: super::feature::FeatureLists) {
277        self.feature_lists = ::protobuf::SingularPtrField::some(v);
278    }
279
280    // Mutable pointer to the field.
281    // If field is not initialized, it is initialized with default value first.
282    pub fn mut_feature_lists(&mut self) -> &mut super::feature::FeatureLists {
283        if self.feature_lists.is_none() {
284            self.feature_lists.set_default();
285        }
286        self.feature_lists.as_mut().unwrap()
287    }
288
289    // Take field
290    pub fn take_feature_lists(&mut self) -> super::feature::FeatureLists {
291        self.feature_lists.take().unwrap_or_else(|| super::feature::FeatureLists::new())
292    }
293}
294
295impl ::protobuf::Message for SequenceExample {
296    fn is_initialized(&self) -> bool {
297        for v in &self.context {
298            if !v.is_initialized() {
299                return false;
300            }
301        };
302        for v in &self.feature_lists {
303            if !v.is_initialized() {
304                return false;
305            }
306        };
307        true
308    }
309
310    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
311        while !is.eof()? {
312            let (field_number, wire_type) = is.read_tag_unpack()?;
313            match field_number {
314                1 => {
315                    ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.context)?;
316                },
317                2 => {
318                    ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.feature_lists)?;
319                },
320                _ => {
321                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
322                },
323            };
324        }
325        ::std::result::Result::Ok(())
326    }
327
328    // Compute sizes of nested messages
329    #[allow(unused_variables)]
330    fn compute_size(&self) -> u32 {
331        let mut my_size = 0;
332        if let Some(ref v) = self.context.as_ref() {
333            let len = v.compute_size();
334            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
335        }
336        if let Some(ref v) = self.feature_lists.as_ref() {
337            let len = v.compute_size();
338            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
339        }
340        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
341        self.cached_size.set(my_size);
342        my_size
343    }
344
345    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
346        if let Some(ref v) = self.context.as_ref() {
347            os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
348            os.write_raw_varint32(v.get_cached_size())?;
349            v.write_to_with_cached_sizes(os)?;
350        }
351        if let Some(ref v) = self.feature_lists.as_ref() {
352            os.write_tag(2, ::protobuf::wire_format::WireTypeLengthDelimited)?;
353            os.write_raw_varint32(v.get_cached_size())?;
354            v.write_to_with_cached_sizes(os)?;
355        }
356        os.write_unknown_fields(self.get_unknown_fields())?;
357        ::std::result::Result::Ok(())
358    }
359
360    fn get_cached_size(&self) -> u32 {
361        self.cached_size.get()
362    }
363
364    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
365        &self.unknown_fields
366    }
367
368    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
369        &mut self.unknown_fields
370    }
371
372    fn as_any(&self) -> &dyn (::std::any::Any) {
373        self as &dyn (::std::any::Any)
374    }
375    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
376        self as &mut dyn (::std::any::Any)
377    }
378    fn into_any(self: Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
379        self
380    }
381
382    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
383        Self::descriptor_static()
384    }
385
386    fn new() -> SequenceExample {
387        SequenceExample::new()
388    }
389
390    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
391        static mut descriptor: ::protobuf::lazy::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::lazy::Lazy::INIT;
392        unsafe {
393            descriptor.get(|| {
394                let mut fields = ::std::vec::Vec::new();
395                fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<super::feature::Features>>(
396                    "context",
397                    |m: &SequenceExample| { &m.context },
398                    |m: &mut SequenceExample| { &mut m.context },
399                ));
400                fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<super::feature::FeatureLists>>(
401                    "feature_lists",
402                    |m: &SequenceExample| { &m.feature_lists },
403                    |m: &mut SequenceExample| { &mut m.feature_lists },
404                ));
405                ::protobuf::reflect::MessageDescriptor::new_pb_name::<SequenceExample>(
406                    "SequenceExample",
407                    fields,
408                    file_descriptor_proto()
409                )
410            })
411        }
412    }
413
414    fn default_instance() -> &'static SequenceExample {
415        static mut instance: ::protobuf::lazy::Lazy<SequenceExample> = ::protobuf::lazy::Lazy::INIT;
416        unsafe {
417            instance.get(SequenceExample::new)
418        }
419    }
420}
421
422impl ::protobuf::Clear for SequenceExample {
423    fn clear(&mut self) {
424        self.context.clear();
425        self.feature_lists.clear();
426        self.unknown_fields.clear();
427    }
428}
429
430impl ::std::fmt::Debug for SequenceExample {
431    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
432        ::protobuf::text_format::fmt(self, f)
433    }
434}
435
436impl ::protobuf::reflect::ProtobufValue for SequenceExample {
437    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
438        ::protobuf::reflect::ReflectValueRef::Message(self)
439    }
440}
441
442static file_descriptor_proto_data: &'static [u8] = b"\
443    \n%tensorflow/core/example/example.proto\x12\ntensorflow\x1a%tensorflow/\
444    core/example/feature.proto\";\n\x07Example\x120\n\x08features\x18\x01\
445    \x20\x01(\x0b2\x14.tensorflow.FeaturesR\x08features\"\x80\x01\n\x0fSeque\
446    nceExample\x12.\n\x07context\x18\x01\x20\x01(\x0b2\x14.tensorflow.Featur\
447    esR\x07context\x12=\n\rfeature_lists\x18\x02\x20\x01(\x0b2\x18.tensorflo\
448    w.FeatureListsR\x0cfeatureListsB\x81\x01\n\x16org.tensorflow.exampleB\rE\
449    xampleProtosP\x01ZSgithub.com/tensorflow/tensorflow/tensorflow/go/core/e\
450    xample/example_protos_go_proto\xf8\x01\x01J\xffN\n\x07\x12\x05\x02\0\xae\
451    \x02\x01\ns\n\x01\x0c\x12\x03\x02\0\x12\x1ai\x20Protocol\x20messages\x20\
452    for\x20describing\x20input\x20data\x20Examples\x20for\x20machine\x20lear\
453    ning\n\x20model\x20training\x20or\x20inference.\n\n\x08\n\x01\x02\x12\
454    \x03\x04\0\x13\n\t\n\x02\x03\0\x12\x03\x06\0/\n\x08\n\x01\x08\x12\x03\
455    \x08\0\x1f\n\t\n\x02\x08\x1f\x12\x03\x08\0\x1f\n\x08\n\x01\x08\x12\x03\t\
456    \0.\n\t\n\x02\x08\x08\x12\x03\t\0.\n\x08\n\x01\x08\x12\x03\n\0\"\n\t\n\
457    \x02\x08\n\x12\x03\n\0\"\n\x08\n\x01\x08\x12\x03\x0b\0/\n\t\n\x02\x08\
458    \x01\x12\x03\x0b\0/\n\x08\n\x01\x08\x12\x03\x0c\0j\n\t\n\x02\x08\x0b\x12\
459    \x03\x0c\0j\n\xaa\x16\n\x02\x04\0\x12\x04Y\0[\x012\x9d\x16\x20An\x20Exam\
460    ple\x20is\x20a\x20mostly-normalized\x20data\x20format\x20for\x20storing\
461    \x20data\x20for\n\x20training\x20and\x20inference.\x20\x20It\x20contains\
462    \x20a\x20key-value\x20store\x20(features);\x20where\n\x20each\x20key\x20\
463    (string)\x20maps\x20to\x20a\x20Feature\x20message\x20(which\x20is\x20one\
464    of\x20packed\x20BytesList,\n\x20FloatList,\x20or\x20Int64List).\x20\x20T\
465    his\x20flexible\x20and\x20compact\x20format\x20allows\x20the\n\x20storag\
466    e\x20of\x20large\x20amounts\x20of\x20typed\x20data,\x20but\x20requires\
467    \x20that\x20the\x20data\x20shape\n\x20and\x20use\x20be\x20determined\x20\
468    by\x20the\x20configuration\x20files\x20and\x20parsers\x20that\x20are\x20\
469    used\x20to\n\x20read\x20and\x20write\x20this\x20format.\x20\x20That\x20i\
470    s,\x20the\x20Example\x20is\x20mostly\x20*not*\x20a\n\x20self-describing\
471    \x20format.\x20\x20In\x20TensorFlow,\x20Examples\x20are\x20read\x20in\
472    \x20row-major\n\x20format,\x20so\x20any\x20configuration\x20that\x20desc\
473    ribes\x20data\x20with\x20rank-2\x20or\x20above\n\x20should\x20keep\x20th\
474    is\x20in\x20mind.\x20\x20For\x20example,\x20to\x20store\x20an\x20M\x20x\
475    \x20N\x20matrix\x20of\x20Bytes,\n\x20the\x20BytesList\x20must\x20contain\
476    \x20M*N\x20bytes,\x20with\x20M\x20rows\x20of\x20N\x20contiguous\x20value\
477    s\n\x20each.\x20\x20That\x20is,\x20the\x20BytesList\x20value\x20must\x20\
478    store\x20the\x20matrix\x20as:\n\x20\x20\x20\x20\x20....\x20row\x200\x20.\
479    ...\x20....\x20row\x201\x20....\x20//\x20...........\x20\x20//\x20...\
480    \x20row\x20M-1\x20....\n\n\x20An\x20Example\x20for\x20a\x20movie\x20reco\
481    mmendation\x20application:\n\x20\x20\x20features\x20{\n\x20\x20\x20\x20\
482    \x20feature\x20{\n\x20\x20\x20\x20\x20\x20\x20key:\x20\"age\"\n\x20\x20\
483    \x20\x20\x20\x20\x20value\x20{\x20float_list\x20{\n\x20\x20\x20\x20\x20\
484    \x20\x20\x20\x20value:\x2029.0\n\x20\x20\x20\x20\x20\x20\x20}}\n\x20\x20\
485    \x20\x20\x20}\n\x20\x20\x20\x20\x20feature\x20{\n\x20\x20\x20\x20\x20\
486    \x20\x20key:\x20\"movie\"\n\x20\x20\x20\x20\x20\x20\x20value\x20{\x20byt\
487    es_list\x20{\n\x20\x20\x20\x20\x20\x20\x20\x20\x20value:\x20\"The\x20Sha\
488    wshank\x20Redemption\"\n\x20\x20\x20\x20\x20\x20\x20\x20\x20value:\x20\"\
489    Fight\x20Club\"\n\x20\x20\x20\x20\x20\x20\x20}}\n\x20\x20\x20\x20\x20}\n\
490    \x20\x20\x20\x20\x20feature\x20{\n\x20\x20\x20\x20\x20\x20\x20key:\x20\"\
491    movie_ratings\"\n\x20\x20\x20\x20\x20\x20\x20value\x20{\x20float_list\
492    \x20{\n\x20\x20\x20\x20\x20\x20\x20\x20\x20value:\x209.0\n\x20\x20\x20\
493    \x20\x20\x20\x20\x20\x20value:\x209.7\n\x20\x20\x20\x20\x20\x20\x20}}\n\
494    \x20\x20\x20\x20\x20}\n\x20\x20\x20\x20\x20feature\x20{\n\x20\x20\x20\
495    \x20\x20\x20\x20key:\x20\"suggestion\"\n\x20\x20\x20\x20\x20\x20\x20valu\
496    e\x20{\x20bytes_list\x20{\n\x20\x20\x20\x20\x20\x20\x20\x20\x20value:\
497    \x20\"Inception\"\n\x20\x20\x20\x20\x20\x20\x20}}\n\x20\x20\x20\x20\x20}\
498    \n\x20\x20\x20\x20\x20#\x20Note\x20that\x20this\x20feature\x20exists\x20\
499    to\x20be\x20used\x20as\x20a\x20label\x20in\x20training.\n\x20\x20\x20\
500    \x20\x20#\x20E.g.,\x20if\x20training\x20a\x20logistic\x20regression\x20m\
501    odel\x20to\x20predict\x20purchase\n\x20\x20\x20\x20\x20#\x20probability\
502    \x20in\x20our\x20learning\x20tool\x20we\x20would\x20set\x20the\x20label\
503    \x20feature\x20to\n\x20\x20\x20\x20\x20#\x20\"suggestion_purchased\".\n\
504    \x20\x20\x20\x20\x20feature\x20{\n\x20\x20\x20\x20\x20\x20\x20key:\x20\"\
505    suggestion_purchased\"\n\x20\x20\x20\x20\x20\x20\x20value\x20{\x20float_\
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511    \x20a\x20linear\x20regression\x20model\x20to\x20predict\x20purchase\n\
512    \x20\x20\x20\x20\x20#\x20price\x20in\x20our\x20learning\x20tool\x20we\
513    \x20would\x20set\x20the\x20label\x20feature\x20to\n\x20\x20\x20\x20\x20#\
514    \x20\"purchase_price\".\n\x20\x20\x20\x20\x20feature\x20{\n\x20\x20\x20\
515    \x20\x20\x20\x20key:\x20\"purchase_price\"\n\x20\x20\x20\x20\x20\x20\x20\
516    value\x20{\x20float_list\x20{\n\x20\x20\x20\x20\x20\x20\x20\x20\x20value\
517    :\x209.99\n\x20\x20\x20\x20\x20\x20\x20}}\n\x20\x20\x20\x20\x20}\n\x20\
518    \x20}\n\n\x20A\x20conformant\x20Example\x20data\x20set\x20obeys\x20the\
519    \x20following\x20conventions:\n\x20\x20\x20-\x20If\x20a\x20Feature\x20K\
520    \x20exists\x20in\x20one\x20example\x20with\x20data\x20type\x20T,\x20it\
521    \x20must\x20be\x20of\n\x20\x20\x20\x20\x20\x20\x20type\x20T\x20in\x20all\
522    \x20other\x20examples\x20when\x20present.\x20It\x20may\x20be\x20omitted.\
523    \n\x20\x20\x20-\x20The\x20number\x20of\x20instances\x20of\x20Feature\x20\
524    K\x20list\x20data\x20may\x20vary\x20across\x20examples,\n\x20\x20\x20\
525    \x20\x20\x20\x20depending\x20on\x20the\x20requirements\x20of\x20the\x20m\
526    odel.\n\x20\x20\x20-\x20If\x20a\x20Feature\x20K\x20doesn't\x20exist\x20i\
527    n\x20an\x20example,\x20a\x20K-specific\x20default\x20will\x20be\n\x20\
528    \x20\x20\x20\x20\x20\x20used,\x20if\x20configured.\n\x20\x20\x20-\x20If\
529    \x20a\x20Feature\x20K\x20exists\x20in\x20an\x20example\x20but\x20contain\
530    s\x20no\x20items,\x20the\x20intent\n\x20\x20\x20\x20\x20\x20\x20is\x20co\
531    nsidered\x20to\x20be\x20an\x20empty\x20tensor\x20and\x20no\x20default\
532    \x20will\x20be\x20used.\n\n\n\n\x03\x04\0\x01\x12\x03Y\x08\x0f\n\x0b\n\
533    \x04\x04\0\x02\0\x12\x03Z\x02\x18\n\x0c\n\x05\x04\0\x02\0\x06\x12\x03Z\
534    \x02\n\n\x0c\n\x05\x04\0\x02\0\x01\x12\x03Z\x0b\x13\n\x0c\n\x05\x04\0\
535    \x02\0\x03\x12\x03Z\x16\x17\n\x8d5\n\x02\x04\x01\x12\x06\xab\x02\0\xae\
536    \x02\x012\xfe4\x20A\x20SequenceExample\x20is\x20an\x20Example\x20represe\
537    nting\x20one\x20or\x20more\x20sequences,\x20and\n\x20some\x20context.\
538    \x20\x20The\x20context\x20contains\x20features\x20which\x20apply\x20to\
539    \x20the\x20entire\n\x20example.\x20The\x20feature_lists\x20contain\x20a\
540    \x20key,\x20value\x20map\x20where\x20each\x20key\x20is\n\x20associated\
541    \x20with\x20a\x20repeated\x20set\x20of\x20Features\x20(a\x20FeatureList)\
542    .\n\x20A\x20FeatureList\x20thus\x20represents\x20the\x20values\x20of\x20\
543    a\x20feature\x20identified\x20by\x20its\x20key\n\x20over\x20time\x20/\
544    \x20frames.\n\n\x20Below\x20is\x20a\x20SequenceExample\x20for\x20a\x20mo\
545    vie\x20recommendation\x20application\x20recording\x20a\n\x20sequence\x20\
546    of\x20ratings\x20by\x20a\x20user.\x20The\x20time-independent\x20features\
547    \x20(\"locale\",\n\x20\"age\",\x20\"favorites\")\x20describing\x20the\
548    \x20user\x20are\x20part\x20of\x20the\x20context.\x20The\x20sequence\n\
549    \x20of\x20movies\x20the\x20user\x20rated\x20are\x20part\x20of\x20the\x20\
550    feature_lists.\x20For\x20each\x20movie\x20in\x20the\n\x20sequence\x20we\
551    \x20have\x20information\x20on\x20its\x20name\x20and\x20actors\x20and\x20\
552    the\x20user's\x20rating.\n\x20This\x20information\x20is\x20recorded\x20i\
553    n\x20three\x20separate\x20feature_list(s).\n\x20In\x20the\x20example\x20\
554    below\x20there\x20are\x20only\x20two\x20movies.\x20All\x20three\x20featu\
555    re_list(s),\n\x20namely\x20\"movie_ratings\",\x20\"movie_names\",\x20and\
556    \x20\"actors\"\x20have\x20a\x20feature\x20value\x20for\n\x20both\x20movi\
557    es.\x20Note,\x20that\x20\"actors\"\x20is\x20itself\x20a\x20bytes_list\
558    \x20with\x20multiple\n\x20strings\x20per\x20movie.\n\n\x20context:\x20{\
559    \n\x20\x20\x20feature:\x20{\n\x20\x20\x20\x20\x20key\x20\x20:\x20\"local\
560    e\"\n\x20\x20\x20\x20\x20value:\x20{\n\x20\x20\x20\x20\x20\x20\x20bytes_\
561    list:\x20{\n\x20\x20\x20\x20\x20\x20\x20\x20\x20value:\x20[\x20\"pt_BR\"\
562    \x20]\n\x20\x20\x20\x20\x20\x20\x20}\n\x20\x20\x20\x20\x20}\n\x20\x20\
563    \x20}\n\x20\x20\x20feature:\x20{\n\x20\x20\x20\x20\x20key\x20\x20:\x20\"\
564    age\"\n\x20\x20\x20\x20\x20value:\x20{\n\x20\x20\x20\x20\x20\x20\x20floa\
565    t_list:\x20{\n\x20\x20\x20\x20\x20\x20\x20\x20\x20value:\x20[\x2019.0\
566    \x20]\n\x20\x20\x20\x20\x20\x20\x20}\n\x20\x20\x20\x20\x20}\n\x20\x20\
567    \x20}\n\x20\x20\x20feature:\x20{\n\x20\x20\x20\x20\x20key\x20\x20:\x20\"\
568    favorites\"\n\x20\x20\x20\x20\x20value:\x20{\n\x20\x20\x20\x20\x20\x20\
569    \x20bytes_list:\x20{\n\x20\x20\x20\x20\x20\x20\x20\x20\x20value:\x20[\
570    \x20\"Majesty\x20Rose\",\x20\"Savannah\x20Outen\",\x20\"One\x20Direction\
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572    \x20}\n\x20}\n\x20feature_lists:\x20{\n\x20\x20\x20feature_list:\x20{\n\
573    \x20\x20\x20\x20\x20key\x20\x20:\x20\"movie_ratings\"\n\x20\x20\x20\x20\
574    \x20value:\x20{\n\x20\x20\x20\x20\x20\x20\x20feature:\x20{\n\x20\x20\x20\
575    \x20\x20\x20\x20\x20\x20float_list:\x20{\n\x20\x20\x20\x20\x20\x20\x20\
576    \x20\x20\x20\x20value:\x20[\x204.5\x20]\n\x20\x20\x20\x20\x20\x20\x20\
577    \x20\x20}\n\x20\x20\x20\x20\x20\x20\x20}\n\x20\x20\x20\x20\x20\x20\x20fe\
578    ature:\x20{\n\x20\x20\x20\x20\x20\x20\x20\x20\x20float_list:\x20{\n\x20\
579    \x20\x20\x20\x20\x20\x20\x20\x20\x20\x20value:\x20[\x205.0\x20]\n\x20\
580    \x20\x20\x20\x20\x20\x20\x20\x20}\n\x20\x20\x20\x20\x20\x20\x20}\n\x20\
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582    \x20\x20\x20\x20key\x20\x20:\x20\"movie_names\"\n\x20\x20\x20\x20\x20val\
583    ue:\x20{\n\x20\x20\x20\x20\x20\x20\x20feature:\x20{\n\x20\x20\x20\x20\
584    \x20\x20\x20\x20\x20bytes_list:\x20{\n\x20\x20\x20\x20\x20\x20\x20\x20\
585    \x20\x20\x20value:\x20[\x20\"The\x20Shawshank\x20Redemption\"\x20]\n\x20\
586    \x20\x20\x20\x20\x20\x20\x20\x20}\n\x20\x20\x20\x20\x20\x20\x20}\n\x20\
587    \x20\x20\x20\x20\x20\x20feature:\x20{\n\x20\x20\x20\x20\x20\x20\x20\x20\
588    \x20bytes_list:\x20{\n\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20value:\
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590    \x20\x20\x20\x20\x20\x20\x20}\n\x20\x20\x20\x20\x20}\n\x20\x20\x20}\n\
591    \x20\x20\x20feature_list:\x20{\n\x20\x20\x20\x20\x20key\x20\x20:\x20\"ac\
592    tors\"\n\x20\x20\x20\x20\x20value:\x20{\n\x20\x20\x20\x20\x20\x20\x20fea\
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596    \n\x20\x20\x20\x20\x20\x20\x20}\n\x20\x20\x20\x20\x20\x20\x20feature:\
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599    \"Edward\x20Norton\",\x20\"Helena\x20Bonham\x20Carter\"\x20]\n\x20\x20\
600    \x20\x20\x20\x20\x20\x20\x20}\n\x20\x20\x20\x20\x20\x20\x20}\n\x20\x20\
601    \x20\x20\x20}\n\x20\x20\x20}\n\x20}\n\n\x20A\x20conformant\x20SequenceEx\
602    ample\x20data\x20set\x20obeys\x20the\x20following\x20conventions:\n\n\
603    \x20Context:\n\x20\x20\x20-\x20All\x20conformant\x20context\x20features\
604    \x20K\x20must\x20obey\x20the\x20same\x20conventions\x20as\n\x20\x20\x20\
605    \x20\x20a\x20conformant\x20Example's\x20features\x20(see\x20above).\n\
606    \x20Feature\x20lists:\n\x20\x20\x20-\x20A\x20FeatureList\x20L\x20may\x20\
607    be\x20missing\x20in\x20an\x20example;\x20it\x20is\x20up\x20to\x20the\n\
608    \x20\x20\x20\x20\x20parser\x20configuration\x20to\x20determine\x20if\x20\
609    this\x20is\x20allowed\x20or\x20considered\n\x20\x20\x20\x20\x20an\x20emp\
610    ty\x20list\x20(zero\x20length).\n\x20\x20\x20-\x20If\x20a\x20FeatureList\
611    \x20L\x20exists,\x20it\x20may\x20be\x20empty\x20(zero\x20length).\n\x20\
612    \x20\x20-\x20If\x20a\x20FeatureList\x20L\x20is\x20non-empty,\x20all\x20f\
613    eatures\x20within\x20the\x20FeatureList\n\x20\x20\x20\x20\x20must\x20hav\
614    e\x20the\x20same\x20data\x20type\x20T.\x20Even\x20across\x20SequenceExam\
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616    \x20identified\x20by\x20the\x20same\x20key\x20must\x20be\x20the\x20same.\
617    \x20An\x20entry\n\x20\x20\x20\x20\x20without\x20any\x20values\x20may\x20\
618    serve\x20as\x20an\x20empty\x20feature.\n\x20\x20\x20-\x20If\x20a\x20Feat\
619    ureList\x20L\x20is\x20non-empty,\x20it\x20is\x20up\x20to\x20the\x20parse\
620    r\x20configuration\n\x20\x20\x20\x20\x20to\x20determine\x20if\x20all\x20\
621    features\x20within\x20the\x20FeatureList\x20must\n\x20\x20\x20\x20\x20ha\
622    ve\x20the\x20same\x20size.\x20\x20The\x20same\x20holds\x20for\x20this\
623    \x20FeatureList\x20across\x20multiple\n\x20\x20\x20\x20\x20examples.\n\
624    \x20\x20\x20-\x20For\x20sequence\x20modeling,\x20e.g.:\n\x20\x20\x20\x20\
625    \x20\x20\x20\x20http://colah.github.io/posts/2015-08-Understanding-LSTMs\
626    /\n\x20\x20\x20\x20\x20\x20\x20\x20https://github.com/tensorflow/nmt\n\
627    \x20\x20\x20\x20\x20the\x20feature\x20lists\x20represent\x20a\x20sequenc\
628    e\x20of\x20frames.\n\x20\x20\x20\x20\x20In\x20this\x20scenario,\x20all\
629    \x20FeatureLists\x20in\x20a\x20SequenceExample\x20have\x20the\x20same\n\
630    \x20\x20\x20\x20\x20number\x20of\x20Feature\x20messages,\x20so\x20that\
631    \x20the\x20ith\x20element\x20in\x20each\x20FeatureList\n\x20\x20\x20\x20\
632    \x20is\x20part\x20of\x20the\x20ith\x20frame\x20(or\x20time\x20step).\n\
633    \x20Examples\x20of\x20conformant\x20and\x20non-conformant\x20examples'\
634    \x20FeatureLists:\n\n\x20Conformant\x20FeatureLists:\n\x20\x20\x20\x20fe\
635    ature_lists:\x20{\x20feature_list:\x20{\n\x20\x20\x20\x20\x20\x20key:\
636    \x20\"movie_ratings\"\n\x20\x20\x20\x20\x20\x20value:\x20{\x20feature:\
637    \x20{\x20float_list:\x20{\x20value:\x20[\x204.5\x20]\x20}\x20}\n\x20\x20\
638    \x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20feature:\x20{\x20flo\
639    at_list:\x20{\x20value:\x20[\x205.0\x20]\x20}\x20}\x20}\n\x20\x20\x20\
640    \x20}\x20}\n\n\x20Non-conformant\x20FeatureLists\x20(mismatched\x20types\
641    ):\n\x20\x20\x20\x20feature_lists:\x20{\x20feature_list:\x20{\n\x20\x20\
642    \x20\x20\x20\x20key:\x20\"movie_ratings\"\n\x20\x20\x20\x20\x20\x20value\
643    :\x20{\x20feature:\x20{\x20float_list:\x20{\x20value:\x20[\x204.5\x20]\
644    \x20}\x20}\n\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\
645    feature:\x20{\x20int64_list:\x20{\x20value:\x20[\x205\x20]\x20}\x20}\x20\
646    }\n\x20\x20\x20\x20}\x20}\n\n\x20Conditionally\x20conformant\x20FeatureL\
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648    feature\x20sizes\x20must\x20match:\n\x20\x20\x20\x20feature_lists:\x20{\
649    \x20feature_list:\x20{\n\x20\x20\x20\x20\x20\x20key:\x20\"movie_ratings\
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651    \x20{\x20value:\x20[\x204.5\x20]\x20}\x20}\n\x20\x20\x20\x20\x20\x20\x20\
652    \x20\x20\x20\x20\x20\x20\x20\x20feature:\x20{\x20float_list:\x20{\x20val\
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654    \x20Conformant\x20pair\x20of\x20SequenceExample\n\x20\x20\x20\x20feature\
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660    \n\x20and:\n\x20\x20\x20\x20feature_lists:\x20{\x20feature_list:\x20{\n\
661    \x20\x20\x20\x20\x20\x20key:\x20\"movie_ratings\"\n\x20\x20\x20\x20\x20\
662    \x20value:\x20{\x20feature:\x20{\x20float_list:\x20{\x20value:\x20[\x204\
663    .5\x20]\x20}\x20}\n\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\
664    \x20\x20feature:\x20{\x20float_list:\x20{\x20value:\x20[\x205.0\x20]\x20\
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668    ple\n\x20\x20\x20\x20feature_lists:\x20{\x20feature_list:\x20{\n\x20\x20\
669    \x20\x20\x20\x20key:\x20\"movie_ratings\"\n\x20\x20\x20\x20\x20\x20value\
670    :\x20{\x20feature:\x20{\x20float_list:\x20{\x20value:\x20[\x204.5\x20]\
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673    \x20}\n\x20\x20\x20\x20}\x20}\n\x20and:\n\x20\x20\x20\x20feature_lists:\
674    \x20{\x20feature_list:\x20{\n\x20\x20\x20\x20\x20\x20key:\x20\"movie_rat\
675    ings\"\n\x20\x20\x20\x20\x20\x20value:\x20{\x20}\n\x20\x20\x20\x20}\x20}\
676    \n\n\x20Conditionally\x20conformant\x20pair\x20of\x20SequenceExample,\
677    \x20the\x20parser\x20configuration\n\x20determines\x20if\x20the\x20secon\
678    d\x20feature_lists\x20is\x20consistent\x20(zero-length)\x20or\n\x20inval\
679    id\x20(missing\x20\"movie_ratings\"):\n\x20\x20\x20\x20feature_lists:\
680    \x20{\x20feature_list:\x20{\n\x20\x20\x20\x20\x20\x20key:\x20\"movie_rat\
681    ings\"\n\x20\x20\x20\x20\x20\x20value:\x20{\x20feature:\x20{\x20float_li\
682    st:\x20{\x20value:\x20[\x204.5\x20]\x20}\x20}\n\x20\x20\x20\x20\x20\x20\
683    \x20\x20\x20\x20\x20\x20\x20\x20\x20feature:\x20{\x20float_list:\x20{\
684    \x20value:\x20[\x205.0\x20]\x20}\x20}\x20}\n\x20\x20\x20\x20}\x20}\n\x20\
685    and:\n\x20\x20\x20\x20feature_lists:\x20{\x20}\n\n\x20Non-conformant\x20\
686    pair\x20of\x20SequenceExample\x20(mismatched\x20types)\n\x20\x20\x20\x20\
687    feature_lists:\x20{\x20feature_list:\x20{\n\x20\x20\x20\x20\x20\x20key:\
688    \x20\"movie_ratings\"\n\x20\x20\x20\x20\x20\x20value:\x20{\x20feature:\
689    \x20{\x20float_list:\x20{\x20value:\x20[\x204.5\x20]\x20}\x20}\n\x20\x20\
690    \x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20feature:\x20{\x20flo\
691    at_list:\x20{\x20value:\x20[\x205.0\x20]\x20}\x20}\x20}\n\x20\x20\x20\
692    \x20}\x20}\n\x20and:\n\x20\x20\x20\x20feature_lists:\x20{\x20feature_lis\
693    t:\x20{\n\x20\x20\x20\x20\x20\x20key:\x20\"movie_ratings\"\n\x20\x20\x20\
694    \x20\x20\x20value:\x20{\x20feature:\x20{\x20int64_list:\x20{\x20value:\
695    \x20[\x204\x20]\x20}\x20}\n\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\
696    \x20\x20\x20\x20feature:\x20{\x20int64_list:\x20{\x20value:\x20[\x205\
697    \x20]\x20}\x20}\n\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\
698    \x20\x20feature:\x20{\x20int64_list:\x20{\x20value:\x20[\x202\x20]\x20}\
699    \x20}\x20}\n\x20\x20\x20\x20}\x20}\n\n\x20Conditionally\x20conformant\
700    \x20pair\x20of\x20SequenceExample;\x20the\x20parser\x20configuration\n\
701    \x20determines\x20if\x20the\x20feature\x20sizes\x20must\x20match:\n\x20\
702    \x20\x20\x20feature_lists:\x20{\x20feature_list:\x20{\n\x20\x20\x20\x20\
703    \x20\x20key:\x20\"movie_ratings\"\n\x20\x20\x20\x20\x20\x20value:\x20{\
704    \x20feature:\x20{\x20float_list:\x20{\x20value:\x20[\x204.5\x20]\x20}\
705    \x20}\n\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20featu\
706    re:\x20{\x20float_list:\x20{\x20value:\x20[\x205.0\x20]\x20}\x20}\x20}\n\
707    \x20\x20\x20\x20}\x20}\n\x20and:\n\x20\x20\x20\x20feature_lists:\x20{\
708    \x20feature_list:\x20{\n\x20\x20\x20\x20\x20\x20key:\x20\"movie_ratings\
709    \"\n\x20\x20\x20\x20\x20\x20value:\x20{\x20feature:\x20{\x20float_list:\
710    \x20{\x20value:\x20[\x204.0\x20]\x20}\x20}\n\x20\x20\x20\x20\x20\x20\x20\
711    \x20\x20\x20\x20\x20\x20\x20\x20feature:\x20{\x20float_list:\x20{\x20val\
712    ue:\x20[\x205.0,\x203.0\x20]\x20}\x20}\n\x20\x20\x20\x20}\x20}\n\n\x0b\n\
713    \x03\x04\x01\x01\x12\x04\xab\x02\x08\x17\n\x0c\n\x04\x04\x01\x02\0\x12\
714    \x04\xac\x02\x02\x17\n\r\n\x05\x04\x01\x02\0\x06\x12\x04\xac\x02\x02\n\n\
715    \r\n\x05\x04\x01\x02\0\x01\x12\x04\xac\x02\x0b\x12\n\r\n\x05\x04\x01\x02\
716    \0\x03\x12\x04\xac\x02\x15\x16\n\x0c\n\x04\x04\x01\x02\x01\x12\x04\xad\
717    \x02\x02!\n\r\n\x05\x04\x01\x02\x01\x06\x12\x04\xad\x02\x02\x0e\n\r\n\
718    \x05\x04\x01\x02\x01\x01\x12\x04\xad\x02\x0f\x1c\n\r\n\x05\x04\x01\x02\
719    \x01\x03\x12\x04\xad\x02\x1f\x20b\x06proto3\
720";
721
722static mut file_descriptor_proto_lazy: ::protobuf::lazy::Lazy<::protobuf::descriptor::FileDescriptorProto> = ::protobuf::lazy::Lazy::INIT;
723
724fn parse_descriptor_proto() -> ::protobuf::descriptor::FileDescriptorProto {
725    ::protobuf::parse_from_bytes(file_descriptor_proto_data).unwrap()
726}
727
728pub fn file_descriptor_proto() -> &'static ::protobuf::descriptor::FileDescriptorProto {
729    unsafe {
730        file_descriptor_proto_lazy.get(|| {
731            parse_descriptor_proto()
732        })
733    }
734}
tensorflow_serving_client/example.rs

tensorflow_serving_client/
example.rs
