llm_chain::chains::map_reduce

Struct Chain

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pub struct Chain { /* private fields */ }
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The Chain struct represents a map-reduce chain, consisting of a map step and a reduce step.

The struct is generic over the type of the Step and provides methods for constructing and executing the chain using a given Executor.

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impl Chain

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pub fn new(map: Step, reduce: Step) -> Chain

Constructs a new Chain with the given map and reduce steps.

The new function takes two instances of Step and returns a new Chain instance.

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pub async fn run<E: Executor>( &self, documents: Vec<Parameters>, base_parameters: Parameters, executor: &E, ) -> Result<Output, MapReduceChainError>

Executes the map-reduce chain using the provided Executor.

The run function takes a vector of input documents, a base set of parameters, and a reference to an Executor. It processes the input documents using the map step and the reduce step, and returns the result as an Option<E::Output>.

The function is asynchronous and must be awaited.

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impl<'de> Deserialize<'de> for Chain

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for Chain

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more
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impl StorableEntity for Chain

Implements the StorableEntity trait for the Chain struct.

This implementation provides a method for extracting metadata from a Chain instance, in order to identify it

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fn get_metadata() -> Vec<(String, String)>

Returns metadata about the Chain instance.

The metadata is returned as a vector of tuples, where each tuple contains a key-value pair representing a metadata field and its value.

This method also extracts metadata from the Step instances associated with the Chain.

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fn to_envelope(self) -> Envelope<Self>
where Self: Sized,

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fn from_envelope(envelope: Envelope<Self>) -> Self

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fn read_file_sync(path: &str) -> Result<Self, EnvelopeError>

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fn write_file_sync(self, path: &str) -> Result<(), EnvelopeError>

Auto Trait Implementations§

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impl Freeze for Chain

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impl RefUnwindSafe for Chain

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impl Send for Chain

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impl Sync for Chain

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impl Unpin for Chain

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impl UnwindSafe for Chain

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

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

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

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more
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fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more
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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,