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BinaryModelSerializer

pandrs::ml::serving::serialization

Struct BinaryModelSerializer

pub struct BinaryModelSerializer;

Expand description

Binary model serializer (using JSON for simplicity, could use MessagePack or Bincode)

Trait Implementations§

impl ModelSerializer for BinaryModelSerializer

fn save<P: AsRef<Path>>(&self, model: &SerializableModel, path: P) -> Result<()>

Save a model to file

fn load<P: AsRef<Path>>(&self, path: P) -> Result<Box<dyn ModelServing>>

Load a model from file

fn serialize(&self, model: &SerializableModel) -> Result<Vec<u8>>

Serialize model to bytes

fn deserialize(&self, data: &[u8]) -> Result<SerializableModel>

Deserialize model from bytes

fn format(&self) -> SerializationFormat

Get supported format

Auto Trait Implementations§

impl Freeze for BinaryModelSerializer

impl RefUnwindSafe for BinaryModelSerializer

impl Send for BinaryModelSerializer

impl Sync for BinaryModelSerializer

impl Unpin for BinaryModelSerializer

impl UnsafeUnpin for BinaryModelSerializer

impl UnwindSafe for BinaryModelSerializer

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

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Returns the argument unchanged.

impl<T, U> Into<U> for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> IntoEither for T

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

impl<T> Same for T

type Output = T

Should always be Self

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where U: Into<T>,

type Error = Infallible

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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

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type Error = <U as TryFrom<T>>::Error

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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

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fn vzip(self) -> V

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where T: RefUnwindSafe + Send + Sync,