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Pipeline

Struct Pipeline 

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pub struct Pipeline<'a, So, Si>
where So: Source + ?Sized, Si: Sink + ?Sized,
{ /* private fields */ }
Expand description

A pipeline that moves data from a Source to a Sink.

The pipeline is generic over the source and sink types — any combination of connectors works as long as they implement the respective traits.

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impl<'a, So, Si> Pipeline<'a, So, Si>
where So: Source + ?Sized, Si: Sink + ?Sized,

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pub fn new(source: &'a So, sink: &'a Si) -> Pipeline<'a, So, Si>

Create a new pipeline from a source and a sink.

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pub fn with_state_store( self, store: Arc<dyn StateStore>, ) -> Pipeline<'a, So, Si>

Attach a StateStore for persistent incremental-replication bookmarks.

When configured, run() will:

  1. Read any previously stored bookmark at the source’s state_key and call apply_start_bookmark on the source so it can resume from that point.
  2. Run the fetch + write as usual.
  3. Persist the new bookmark only after the sink confirms the batch was written and flushed.

Sources that do not return a state_key are unaffected — the store is consulted only when the source opts in.

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pub fn with_name(self, name: impl Into<String>) -> Pipeline<'a, So, Si>

Set the pipeline name used in spans and metric labels. Defaults to "unnamed" when unset.

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pub fn with_row(self, row: impl Into<String>) -> Pipeline<'a, So, Si>

Set the matrix row id used in spans and metric labels. Defaults to "" (Prometheus treats empty labels as absent).

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pub fn with_run_id(self, run_id: impl Into<String>) -> Pipeline<'a, So, Si>

Set an explicit run id (UUIDv7-shaped). When unset, Pipeline::run generates one. Used only as a tracing span attribute — never a metric label.

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pub fn with_dlq(self, dlq: DlqConfig) -> Pipeline<'a, So, Si>

Attach a DLQ for per-row failure routing.

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pub fn with_quality(self, quality: Arc<CompiledQuality>) -> Pipeline<'a, So, Si>

Available on crate feature quality only.

Attach a compiled quality spec. Checks run after transforms, before the sink, per page.

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pub fn with_adaptive(self, cfg: AdaptiveBatchConfig) -> Pipeline<'a, So, Si>

Attach an adaptive batch-size controller (opt-in). When enabled, the pipeline reslices each source page into sub-batches whose size the controller tunes from observed sink latency + error rate.

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pub fn with_cancel(self, cancel: CancellationToken) -> Pipeline<'a, So, Si>

Attach a cancellation token. When cancelled mid-run, the streaming loop stops at the next page boundary, flushes the sink(s) so buffered output (e.g. a Parquet footer) is durable, and returns the partial result instead of leaving the file unreadable (#146 H16).

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pub async fn run(&self) -> Result<PipelineResult, FaucetError>

Run the pipeline in streaming mode.

  1. Loads the stored bookmark and pushes it to the source (if a state store is configured and the source returns a state_key).
  2. Drives Source::stream_pages with DEFAULT_BATCH_SIZE, writing each page to the sink as it arrives via Sink::write_batch.
  3. Whenever a page carries Some(bookmark), flushes the sink and persists the bookmark to the state store before polling the next page. This makes per-page CDC checkpointing automatic.
  4. Flushes the sink one final time after the stream completes.
  5. Returns a PipelineResult with the total count and the last bookmark observed.

Auto Trait Implementations§

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impl<'a, So, Si> Freeze for Pipeline<'a, So, Si>
where So: ?Sized, Si: ?Sized,

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impl<'a, So, Si> !RefUnwindSafe for Pipeline<'a, So, Si>

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impl<'a, So, Si> Send for Pipeline<'a, So, Si>
where So: ?Sized, Si: ?Sized,

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impl<'a, So, Si> Sync for Pipeline<'a, So, Si>
where So: ?Sized, Si: ?Sized,

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impl<'a, So, Si> Unpin for Pipeline<'a, So, Si>
where So: ?Sized, Si: ?Sized,

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impl<'a, So, Si> UnsafeUnpin for Pipeline<'a, So, Si>
where So: ?Sized, Si: ?Sized,

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impl<'a, So, Si> !UnwindSafe for Pipeline<'a, So, Si>

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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> Conv for T

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fn conv<T>(self) -> T
where Self: Into<T>,

Converts self into T using Into<T>. Read more
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impl<T> FmtForward for T

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fn fmt_binary(self) -> FmtBinary<Self>
where Self: Binary,

Causes self to use its Binary implementation when Debug-formatted.
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fn fmt_display(self) -> FmtDisplay<Self>
where Self: Display,

Causes self to use its Display implementation when Debug-formatted.
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fn fmt_lower_exp(self) -> FmtLowerExp<Self>
where Self: LowerExp,

Causes self to use its LowerExp implementation when Debug-formatted.
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fn fmt_lower_hex(self) -> FmtLowerHex<Self>
where Self: LowerHex,

Causes self to use its LowerHex implementation when Debug-formatted.
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fn fmt_octal(self) -> FmtOctal<Self>
where Self: Octal,

Causes self to use its Octal implementation when Debug-formatted.
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fn fmt_pointer(self) -> FmtPointer<Self>
where Self: Pointer,

Causes self to use its Pointer implementation when Debug-formatted.
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fn fmt_upper_exp(self) -> FmtUpperExp<Self>
where Self: UpperExp,

Causes self to use its UpperExp implementation when Debug-formatted.
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fn fmt_upper_hex(self) -> FmtUpperHex<Self>
where Self: UpperHex,

Causes self to use its UpperHex implementation when Debug-formatted.
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fn fmt_list(self) -> FmtList<Self>
where &'a Self: for<'a> IntoIterator,

Formats each item in a sequence. Read more
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fn from(t: T) -> 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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Instruments this type with the current Span, returning an Instrumented wrapper. Read more
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Calls U::from(self).

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fn into_request(self) -> Request<T>

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where L: Layer<S>,

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impl<T> Pipe for T
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fn pipe<R>(self, func: impl FnOnce(Self) -> R) -> R
where Self: Sized,

Pipes by value. This is generally the method you want to use. Read more
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fn pipe_ref<'a, R>(&'a self, func: impl FnOnce(&'a Self) -> R) -> R
where R: 'a,

Borrows self and passes that borrow into the pipe function. Read more
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fn pipe_ref_mut<'a, R>(&'a mut self, func: impl FnOnce(&'a mut Self) -> R) -> R
where R: 'a,

Mutably borrows self and passes that borrow into the pipe function. Read more
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fn pipe_borrow<'a, B, R>(&'a self, func: impl FnOnce(&'a B) -> R) -> R
where Self: Borrow<B>, B: 'a + ?Sized, R: 'a,

Borrows self, then passes self.borrow() into the pipe function. Read more
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fn pipe_borrow_mut<'a, B, R>( &'a mut self, func: impl FnOnce(&'a mut B) -> R, ) -> R
where Self: BorrowMut<B>, B: 'a + ?Sized, R: 'a,

Mutably borrows self, then passes self.borrow_mut() into the pipe function. Read more
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fn pipe_as_ref<'a, U, R>(&'a self, func: impl FnOnce(&'a U) -> R) -> R
where Self: AsRef<U>, U: 'a + ?Sized, R: 'a,

Borrows self, then passes self.as_ref() into the pipe function.
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fn pipe_as_mut<'a, U, R>(&'a mut self, func: impl FnOnce(&'a mut U) -> R) -> R
where Self: AsMut<U>, U: 'a + ?Sized, R: 'a,

Mutably borrows self, then passes self.as_mut() into the pipe function.
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fn pipe_deref<'a, T, R>(&'a self, func: impl FnOnce(&'a T) -> R) -> R
where Self: Deref<Target = T>, T: 'a + ?Sized, R: 'a,

Borrows self, then passes self.deref() into the pipe function.
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fn pipe_deref_mut<'a, T, R>( &'a mut self, func: impl FnOnce(&'a mut T) -> R, ) -> R
where Self: DerefMut<Target = T> + Deref, T: 'a + ?Sized, R: 'a,

Mutably borrows self, then passes self.deref_mut() into the pipe function.
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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Dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> PolicyExt for T
where T: ?Sized,

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fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more
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fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more
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type Output = T

Should always be Self
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fn tap(self, func: impl FnOnce(&Self)) -> Self

Immutable access to a value. Read more
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Mutable access to a value. Read more
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where Self: Borrow<B>, B: ?Sized,

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