tensorflow-serving-client 2.3.0

// This file is generated by rust-protobuf 2.14.0. Do not edit
// @generated

// https://github.com/rust-lang/rust-clippy/issues/702
#![allow(unknown_lints)]
#![allow(clippy::all)]

#![cfg_attr(rustfmt, rustfmt_skip)]

#![allow(box_pointers)]
#![allow(dead_code)]
#![allow(missing_docs)]
#![allow(non_camel_case_types)]
#![allow(non_snake_case)]
#![allow(non_upper_case_globals)]
#![allow(trivial_casts)]
#![allow(unsafe_code)]
#![allow(unused_imports)]
#![allow(unused_results)]
//! Generated file from `tensorflow_serving/apis/regression.proto`

use protobuf::Message as Message_imported_for_functions;
use protobuf::ProtobufEnum as ProtobufEnum_imported_for_functions;

/// Generated files are compatible only with the same version
/// of protobuf runtime.
// const _PROTOBUF_VERSION_CHECK: () = ::protobuf::VERSION_2_14_0;

#[derive(PartialEq,Clone,Default)]
pub struct Regression {
    // message fields
    pub value: f32,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a Regression {
    fn default() -> &'a Regression {
        <Regression as ::protobuf::Message>::default_instance()
    }
}

impl Regression {
    pub fn new() -> Regression {
        ::std::default::Default::default()
    }

    // float value = 1;


    pub fn get_value(&self) -> f32 {
        self.value
    }
    pub fn clear_value(&mut self) {
        self.value = 0.;
    }

    // Param is passed by value, moved
    pub fn set_value(&mut self, v: f32) {
        self.value = v;
    }
}

impl ::protobuf::Message for Regression {
    fn is_initialized(&self) -> bool {
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                1 => {
                    if wire_type != ::protobuf::wire_format::WireTypeFixed32 {
                        return ::std::result::Result::Err(::protobuf::rt::unexpected_wire_type(wire_type));
                    }
                    let tmp = is.read_float()?;
                    self.value = tmp;
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        if self.value != 0. {
            my_size += 5;
        }
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        if self.value != 0. {
            os.write_float(1, self.value)?;
        }
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> Regression {
        Regression::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static mut descriptor: ::protobuf::lazy::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::lazy::Lazy::INIT;
        unsafe {
            descriptor.get(|| {
                let mut fields = ::std::vec::Vec::new();
                fields.push(::protobuf::reflect::accessor::make_simple_field_accessor::<_, ::protobuf::types::ProtobufTypeFloat>(
                    "value",
                    |m: &Regression| { &m.value },
                    |m: &mut Regression| { &mut m.value },
                ));
                ::protobuf::reflect::MessageDescriptor::new_pb_name::<Regression>(
                    "Regression",
                    fields,
                    file_descriptor_proto()
                )
            })
        }
    }

    fn default_instance() -> &'static Regression {
        static mut instance: ::protobuf::lazy::Lazy<Regression> = ::protobuf::lazy::Lazy::INIT;
        unsafe {
            instance.get(Regression::new)
        }
    }
}

impl ::protobuf::Clear for Regression {
    fn clear(&mut self) {
        self.value = 0.;
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for Regression {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for Regression {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(PartialEq,Clone,Default)]
pub struct RegressionResult {
    // message fields
    pub regressions: ::protobuf::RepeatedField<Regression>,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a RegressionResult {
    fn default() -> &'a RegressionResult {
        <RegressionResult as ::protobuf::Message>::default_instance()
    }
}

impl RegressionResult {
    pub fn new() -> RegressionResult {
        ::std::default::Default::default()
    }

    // repeated .tensorflow.serving.Regression regressions = 1;


    pub fn get_regressions(&self) -> &[Regression] {
        &self.regressions
    }
    pub fn clear_regressions(&mut self) {
        self.regressions.clear();
    }

    // Param is passed by value, moved
    pub fn set_regressions(&mut self, v: ::protobuf::RepeatedField<Regression>) {
        self.regressions = v;
    }

    // Mutable pointer to the field.
    pub fn mut_regressions(&mut self) -> &mut ::protobuf::RepeatedField<Regression> {
        &mut self.regressions
    }

    // Take field
    pub fn take_regressions(&mut self) -> ::protobuf::RepeatedField<Regression> {
        ::std::mem::replace(&mut self.regressions, ::protobuf::RepeatedField::new())
    }
}

impl ::protobuf::Message for RegressionResult {
    fn is_initialized(&self) -> bool {
        for v in &self.regressions {
            if !v.is_initialized() {
                return false;
            }
        };
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                1 => {
                    ::protobuf::rt::read_repeated_message_into(wire_type, is, &mut self.regressions)?;
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        for value in &self.regressions {
            let len = value.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
        };
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        for v in &self.regressions {
            os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
            os.write_raw_varint32(v.get_cached_size())?;
            v.write_to_with_cached_sizes(os)?;
        };
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> RegressionResult {
        RegressionResult::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static mut descriptor: ::protobuf::lazy::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::lazy::Lazy::INIT;
        unsafe {
            descriptor.get(|| {
                let mut fields = ::std::vec::Vec::new();
                fields.push(::protobuf::reflect::accessor::make_repeated_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<Regression>>(
                    "regressions",
                    |m: &RegressionResult| { &m.regressions },
                    |m: &mut RegressionResult| { &mut m.regressions },
                ));
                ::protobuf::reflect::MessageDescriptor::new_pb_name::<RegressionResult>(
                    "RegressionResult",
                    fields,
                    file_descriptor_proto()
                )
            })
        }
    }

    fn default_instance() -> &'static RegressionResult {
        static mut instance: ::protobuf::lazy::Lazy<RegressionResult> = ::protobuf::lazy::Lazy::INIT;
        unsafe {
            instance.get(RegressionResult::new)
        }
    }
}

impl ::protobuf::Clear for RegressionResult {
    fn clear(&mut self) {
        self.regressions.clear();
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for RegressionResult {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for RegressionResult {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(PartialEq,Clone,Default)]
pub struct RegressionRequest {
    // message fields
    pub model_spec: ::protobuf::SingularPtrField<super::model::ModelSpec>,
    pub input: ::protobuf::SingularPtrField<super::input::Input>,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a RegressionRequest {
    fn default() -> &'a RegressionRequest {
        <RegressionRequest as ::protobuf::Message>::default_instance()
    }
}

impl RegressionRequest {
    pub fn new() -> RegressionRequest {
        ::std::default::Default::default()
    }

    // .tensorflow.serving.ModelSpec model_spec = 1;


    pub fn get_model_spec(&self) -> &super::model::ModelSpec {
        self.model_spec.as_ref().unwrap_or_else(|| super::model::ModelSpec::default_instance())
    }
    pub fn clear_model_spec(&mut self) {
        self.model_spec.clear();
    }

    pub fn has_model_spec(&self) -> bool {
        self.model_spec.is_some()
    }

    // Param is passed by value, moved
    pub fn set_model_spec(&mut self, v: super::model::ModelSpec) {
        self.model_spec = ::protobuf::SingularPtrField::some(v);
    }

    // Mutable pointer to the field.
    // If field is not initialized, it is initialized with default value first.
    pub fn mut_model_spec(&mut self) -> &mut super::model::ModelSpec {
        if self.model_spec.is_none() {
            self.model_spec.set_default();
        }
        self.model_spec.as_mut().unwrap()
    }

    // Take field
    pub fn take_model_spec(&mut self) -> super::model::ModelSpec {
        self.model_spec.take().unwrap_or_else(|| super::model::ModelSpec::new())
    }

    // .tensorflow.serving.Input input = 2;


    pub fn get_input(&self) -> &super::input::Input {
        self.input.as_ref().unwrap_or_else(|| super::input::Input::default_instance())
    }
    pub fn clear_input(&mut self) {
        self.input.clear();
    }

    pub fn has_input(&self) -> bool {
        self.input.is_some()
    }

    // Param is passed by value, moved
    pub fn set_input(&mut self, v: super::input::Input) {
        self.input = ::protobuf::SingularPtrField::some(v);
    }

    // Mutable pointer to the field.
    // If field is not initialized, it is initialized with default value first.
    pub fn mut_input(&mut self) -> &mut super::input::Input {
        if self.input.is_none() {
            self.input.set_default();
        }
        self.input.as_mut().unwrap()
    }

    // Take field
    pub fn take_input(&mut self) -> super::input::Input {
        self.input.take().unwrap_or_else(|| super::input::Input::new())
    }
}

impl ::protobuf::Message for RegressionRequest {
    fn is_initialized(&self) -> bool {
        for v in &self.model_spec {
            if !v.is_initialized() {
                return false;
            }
        };
        for v in &self.input {
            if !v.is_initialized() {
                return false;
            }
        };
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                1 => {
                    ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.model_spec)?;
                },
                2 => {
                    ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.input)?;
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        if let Some(ref v) = self.model_spec.as_ref() {
            let len = v.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
        }
        if let Some(ref v) = self.input.as_ref() {
            let len = v.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
        }
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        if let Some(ref v) = self.model_spec.as_ref() {
            os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
            os.write_raw_varint32(v.get_cached_size())?;
            v.write_to_with_cached_sizes(os)?;
        }
        if let Some(ref v) = self.input.as_ref() {
            os.write_tag(2, ::protobuf::wire_format::WireTypeLengthDelimited)?;
            os.write_raw_varint32(v.get_cached_size())?;
            v.write_to_with_cached_sizes(os)?;
        }
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> RegressionRequest {
        RegressionRequest::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static mut descriptor: ::protobuf::lazy::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::lazy::Lazy::INIT;
        unsafe {
            descriptor.get(|| {
                let mut fields = ::std::vec::Vec::new();
                fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<super::model::ModelSpec>>(
                    "model_spec",
                    |m: &RegressionRequest| { &m.model_spec },
                    |m: &mut RegressionRequest| { &mut m.model_spec },
                ));
                fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<super::input::Input>>(
                    "input",
                    |m: &RegressionRequest| { &m.input },
                    |m: &mut RegressionRequest| { &mut m.input },
                ));
                ::protobuf::reflect::MessageDescriptor::new_pb_name::<RegressionRequest>(
                    "RegressionRequest",
                    fields,
                    file_descriptor_proto()
                )
            })
        }
    }

    fn default_instance() -> &'static RegressionRequest {
        static mut instance: ::protobuf::lazy::Lazy<RegressionRequest> = ::protobuf::lazy::Lazy::INIT;
        unsafe {
            instance.get(RegressionRequest::new)
        }
    }
}

impl ::protobuf::Clear for RegressionRequest {
    fn clear(&mut self) {
        self.model_spec.clear();
        self.input.clear();
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for RegressionRequest {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for RegressionRequest {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

#[derive(PartialEq,Clone,Default)]
pub struct RegressionResponse {
    // message fields
    pub model_spec: ::protobuf::SingularPtrField<super::model::ModelSpec>,
    pub result: ::protobuf::SingularPtrField<RegressionResult>,
    // special fields
    pub unknown_fields: ::protobuf::UnknownFields,
    pub cached_size: ::protobuf::CachedSize,
}

impl<'a> ::std::default::Default for &'a RegressionResponse {
    fn default() -> &'a RegressionResponse {
        <RegressionResponse as ::protobuf::Message>::default_instance()
    }
}

impl RegressionResponse {
    pub fn new() -> RegressionResponse {
        ::std::default::Default::default()
    }

    // .tensorflow.serving.ModelSpec model_spec = 2;


    pub fn get_model_spec(&self) -> &super::model::ModelSpec {
        self.model_spec.as_ref().unwrap_or_else(|| super::model::ModelSpec::default_instance())
    }
    pub fn clear_model_spec(&mut self) {
        self.model_spec.clear();
    }

    pub fn has_model_spec(&self) -> bool {
        self.model_spec.is_some()
    }

    // Param is passed by value, moved
    pub fn set_model_spec(&mut self, v: super::model::ModelSpec) {
        self.model_spec = ::protobuf::SingularPtrField::some(v);
    }

    // Mutable pointer to the field.
    // If field is not initialized, it is initialized with default value first.
    pub fn mut_model_spec(&mut self) -> &mut super::model::ModelSpec {
        if self.model_spec.is_none() {
            self.model_spec.set_default();
        }
        self.model_spec.as_mut().unwrap()
    }

    // Take field
    pub fn take_model_spec(&mut self) -> super::model::ModelSpec {
        self.model_spec.take().unwrap_or_else(|| super::model::ModelSpec::new())
    }

    // .tensorflow.serving.RegressionResult result = 1;


    pub fn get_result(&self) -> &RegressionResult {
        self.result.as_ref().unwrap_or_else(|| RegressionResult::default_instance())
    }
    pub fn clear_result(&mut self) {
        self.result.clear();
    }

    pub fn has_result(&self) -> bool {
        self.result.is_some()
    }

    // Param is passed by value, moved
    pub fn set_result(&mut self, v: RegressionResult) {
        self.result = ::protobuf::SingularPtrField::some(v);
    }

    // Mutable pointer to the field.
    // If field is not initialized, it is initialized with default value first.
    pub fn mut_result(&mut self) -> &mut RegressionResult {
        if self.result.is_none() {
            self.result.set_default();
        }
        self.result.as_mut().unwrap()
    }

    // Take field
    pub fn take_result(&mut self) -> RegressionResult {
        self.result.take().unwrap_or_else(|| RegressionResult::new())
    }
}

impl ::protobuf::Message for RegressionResponse {
    fn is_initialized(&self) -> bool {
        for v in &self.model_spec {
            if !v.is_initialized() {
                return false;
            }
        };
        for v in &self.result {
            if !v.is_initialized() {
                return false;
            }
        };
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        while !is.eof()? {
            let (field_number, wire_type) = is.read_tag_unpack()?;
            match field_number {
                2 => {
                    ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.model_spec)?;
                },
                1 => {
                    ::protobuf::rt::read_singular_message_into(wire_type, is, &mut self.result)?;
                },
                _ => {
                    ::protobuf::rt::read_unknown_or_skip_group(field_number, wire_type, is, self.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u32 {
        let mut my_size = 0;
        if let Some(ref v) = self.model_spec.as_ref() {
            let len = v.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
        }
        if let Some(ref v) = self.result.as_ref() {
            let len = v.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint32_size(len) + len;
        }
        my_size += ::protobuf::rt::unknown_fields_size(self.get_unknown_fields());
        self.cached_size.set(my_size);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::ProtobufResult<()> {
        if let Some(ref v) = self.model_spec.as_ref() {
            os.write_tag(2, ::protobuf::wire_format::WireTypeLengthDelimited)?;
            os.write_raw_varint32(v.get_cached_size())?;
            v.write_to_with_cached_sizes(os)?;
        }
        if let Some(ref v) = self.result.as_ref() {
            os.write_tag(1, ::protobuf::wire_format::WireTypeLengthDelimited)?;
            os.write_raw_varint32(v.get_cached_size())?;
            v.write_to_with_cached_sizes(os)?;
        }
        os.write_unknown_fields(self.get_unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn get_cached_size(&self) -> u32 {
        self.cached_size.get()
    }

    fn get_unknown_fields(&self) -> &::protobuf::UnknownFields {
        &self.unknown_fields
    }

    fn mut_unknown_fields(&mut self) -> &mut ::protobuf::UnknownFields {
        &mut self.unknown_fields
    }

    fn as_any(&self) -> &dyn (::std::any::Any) {
        self as &dyn (::std::any::Any)
    }
    fn as_any_mut(&mut self) -> &mut dyn (::std::any::Any) {
        self as &mut dyn (::std::any::Any)
    }
    fn into_any(self: Box<Self>) -> ::std::boxed::Box<dyn (::std::any::Any)> {
        self
    }

    fn descriptor(&self) -> &'static ::protobuf::reflect::MessageDescriptor {
        Self::descriptor_static()
    }

    fn new() -> RegressionResponse {
        RegressionResponse::new()
    }

    fn descriptor_static() -> &'static ::protobuf::reflect::MessageDescriptor {
        static mut descriptor: ::protobuf::lazy::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::lazy::Lazy::INIT;
        unsafe {
            descriptor.get(|| {
                let mut fields = ::std::vec::Vec::new();
                fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<super::model::ModelSpec>>(
                    "model_spec",
                    |m: &RegressionResponse| { &m.model_spec },
                    |m: &mut RegressionResponse| { &mut m.model_spec },
                ));
                fields.push(::protobuf::reflect::accessor::make_singular_ptr_field_accessor::<_, ::protobuf::types::ProtobufTypeMessage<RegressionResult>>(
                    "result",
                    |m: &RegressionResponse| { &m.result },
                    |m: &mut RegressionResponse| { &mut m.result },
                ));
                ::protobuf::reflect::MessageDescriptor::new_pb_name::<RegressionResponse>(
                    "RegressionResponse",
                    fields,
                    file_descriptor_proto()
                )
            })
        }
    }

    fn default_instance() -> &'static RegressionResponse {
        static mut instance: ::protobuf::lazy::Lazy<RegressionResponse> = ::protobuf::lazy::Lazy::INIT;
        unsafe {
            instance.get(RegressionResponse::new)
        }
    }
}

impl ::protobuf::Clear for RegressionResponse {
    fn clear(&mut self) {
        self.model_spec.clear();
        self.result.clear();
        self.unknown_fields.clear();
    }
}

impl ::std::fmt::Debug for RegressionResponse {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for RegressionResponse {
    fn as_ref(&self) -> ::protobuf::reflect::ReflectValueRef {
        ::protobuf::reflect::ReflectValueRef::Message(self)
    }
}

static file_descriptor_proto_data: &'static [u8] = b"\
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    \x06proto3\
";

static mut file_descriptor_proto_lazy: ::protobuf::lazy::Lazy<::protobuf::descriptor::FileDescriptorProto> = ::protobuf::lazy::Lazy::INIT;

fn parse_descriptor_proto() -> ::protobuf::descriptor::FileDescriptorProto {
    ::protobuf::parse_from_bytes(file_descriptor_proto_data).unwrap()
}

pub fn file_descriptor_proto() -> &'static ::protobuf::descriptor::FileDescriptorProto {
    unsafe {
        file_descriptor_proto_lazy.get(|| {
            parse_descriptor_proto()
        })
    }
}