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4224edea28
...
42257eec53
2
.github/workflows/sdks-tests.yml
vendored
2
.github/workflows/sdks-tests.yml
vendored
@ -52,7 +52,7 @@ jobs:
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- name: Setup .NET Core
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- name: Setup .NET Core
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uses: actions/setup-dotnet@v4
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uses: actions/setup-dotnet@v4
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with:
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with:
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dotnet-version: "8.0.x"
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dotnet-version: "6.0.x"
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- name: Install dependencies
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- name: Install dependencies
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run: dotnet restore
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run: dotnet restore
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- name: Build
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- name: Build
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@ -5,8 +5,6 @@ use std::marker::PhantomData;
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use std::mem;
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use std::mem;
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use std::num::NonZeroU16;
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use std::num::NonZeroU16;
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use std::ops::Range;
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use std::ops::Range;
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use std::sync::atomic::{self, AtomicUsize};
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use std::sync::Arc;
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use std::time::Duration;
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use std::time::Duration;
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use bbqueue::framed::{FrameGrantR, FrameProducer};
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use bbqueue::framed::{FrameGrantR, FrameProducer};
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@ -73,23 +71,12 @@ pub fn extractor_writer_bbqueue(
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consumer
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consumer
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});
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});
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let sent_messages_attempts = Arc::new(AtomicUsize::new(0));
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let blocking_sent_messages_attempts = Arc::new(AtomicUsize::new(0));
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let (sender, receiver) = flume::bounded(channel_capacity);
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let (sender, receiver) = flume::bounded(channel_capacity);
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let sender = ExtractorBbqueueSender {
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let sender = ExtractorBbqueueSender { sender, producers, max_grant };
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sender,
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producers,
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max_grant,
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sent_messages_attempts: sent_messages_attempts.clone(),
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blocking_sent_messages_attempts: blocking_sent_messages_attempts.clone(),
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};
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let receiver = WriterBbqueueReceiver {
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let receiver = WriterBbqueueReceiver {
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receiver,
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receiver,
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look_at_consumer: (0..consumers.len()).cycle(),
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look_at_consumer: (0..consumers.len()).cycle(),
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consumers,
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consumers,
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sent_messages_attempts,
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blocking_sent_messages_attempts,
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};
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};
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(sender, receiver)
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(sender, receiver)
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}
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}
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@ -105,12 +92,6 @@ pub struct ExtractorBbqueueSender<'a> {
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/// It will never be able to store more than that as the
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/// It will never be able to store more than that as the
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/// buffer cannot split data into two parts.
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/// buffer cannot split data into two parts.
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max_grant: usize,
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max_grant: usize,
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/// The total number of attempts to send messages
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/// over the bbqueue channel.
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sent_messages_attempts: Arc<AtomicUsize>,
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/// The number of times an attempt to send a
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/// messages failed and we had to pause for a bit.
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blocking_sent_messages_attempts: Arc<AtomicUsize>,
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}
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}
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pub struct WriterBbqueueReceiver<'a> {
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pub struct WriterBbqueueReceiver<'a> {
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@ -123,12 +104,6 @@ pub struct WriterBbqueueReceiver<'a> {
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look_at_consumer: Cycle<Range<usize>>,
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look_at_consumer: Cycle<Range<usize>>,
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/// The BBQueue frames to read when waking-up.
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/// The BBQueue frames to read when waking-up.
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consumers: Vec<bbqueue::framed::FrameConsumer<'a>>,
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consumers: Vec<bbqueue::framed::FrameConsumer<'a>>,
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/// The total number of attempts to send messages
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/// over the bbqueue channel.
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sent_messages_attempts: Arc<AtomicUsize>,
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/// The number of times an attempt to send a
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/// message failed and we had to pause for a bit.
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blocking_sent_messages_attempts: Arc<AtomicUsize>,
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}
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}
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/// The action to perform on the receiver/writer side.
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/// The action to perform on the receiver/writer side.
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@ -194,16 +169,6 @@ impl<'a> WriterBbqueueReceiver<'a> {
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}
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}
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None
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None
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}
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}
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/// Returns the total count of attempts to send messages through the BBQueue channel.
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pub fn sent_messages_attempts(&self) -> usize {
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self.sent_messages_attempts.load(atomic::Ordering::Relaxed)
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}
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/// Returns the count of attempts to send messages that had to be paused due to BBQueue being full.
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pub fn blocking_sent_messages_attempts(&self) -> usize {
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self.blocking_sent_messages_attempts.load(atomic::Ordering::Relaxed)
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}
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}
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}
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pub struct FrameWithHeader<'a> {
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pub struct FrameWithHeader<'a> {
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@ -493,17 +458,10 @@ impl<'b> ExtractorBbqueueSender<'b> {
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}
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}
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// Spin loop to have a frame the size we requested.
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// Spin loop to have a frame the size we requested.
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reserve_and_write_grant(
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reserve_and_write_grant(&mut producer, total_length, &self.sender, |grant| {
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&mut producer,
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payload_header.serialize_into(grant);
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total_length,
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Ok(())
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&self.sender,
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})?;
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&self.sent_messages_attempts,
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&self.blocking_sent_messages_attempts,
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|grant| {
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payload_header.serialize_into(grant);
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Ok(())
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},
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)?;
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Ok(())
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Ok(())
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}
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}
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@ -542,28 +500,20 @@ impl<'b> ExtractorBbqueueSender<'b> {
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}
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}
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// Spin loop to have a frame the size we requested.
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// Spin loop to have a frame the size we requested.
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reserve_and_write_grant(
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reserve_and_write_grant(&mut producer, total_length, &self.sender, |grant| {
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&mut producer,
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let header_size = payload_header.header_size();
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total_length,
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let (header_bytes, remaining) = grant.split_at_mut(header_size);
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&self.sender,
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payload_header.serialize_into(header_bytes);
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&self.sent_messages_attempts,
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&self.blocking_sent_messages_attempts,
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|grant| {
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let header_size = payload_header.header_size();
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let (header_bytes, remaining) = grant.split_at_mut(header_size);
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payload_header.serialize_into(header_bytes);
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if dimensions != 0 {
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if dimensions != 0 {
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let output_iter =
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let output_iter = remaining.chunks_exact_mut(dimensions * mem::size_of::<f32>());
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remaining.chunks_exact_mut(dimensions * mem::size_of::<f32>());
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for (embedding, output) in embeddings.iter().zip(output_iter) {
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for (embedding, output) in embeddings.iter().zip(output_iter) {
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output.copy_from_slice(bytemuck::cast_slice(embedding));
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output.copy_from_slice(bytemuck::cast_slice(embedding));
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}
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}
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}
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}
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Ok(())
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Ok(())
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},
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})?;
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)?;
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Ok(())
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Ok(())
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}
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}
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@ -621,20 +571,13 @@ impl<'b> ExtractorBbqueueSender<'b> {
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}
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}
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// Spin loop to have a frame the size we requested.
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// Spin loop to have a frame the size we requested.
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reserve_and_write_grant(
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reserve_and_write_grant(&mut producer, total_length, &self.sender, |grant| {
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&mut producer,
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let header_size = payload_header.header_size();
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total_length,
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let (header_bytes, remaining) = grant.split_at_mut(header_size);
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&self.sender,
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payload_header.serialize_into(header_bytes);
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&self.sent_messages_attempts,
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let (key_buffer, value_buffer) = remaining.split_at_mut(key_length.get() as usize);
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&self.blocking_sent_messages_attempts,
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key_value_writer(key_buffer, value_buffer)
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|grant| {
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})?;
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let header_size = payload_header.header_size();
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let (header_bytes, remaining) = grant.split_at_mut(header_size);
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payload_header.serialize_into(header_bytes);
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let (key_buffer, value_buffer) = remaining.split_at_mut(key_length.get() as usize);
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key_value_writer(key_buffer, value_buffer)
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},
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)?;
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Ok(())
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Ok(())
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}
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}
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@ -676,19 +619,12 @@ impl<'b> ExtractorBbqueueSender<'b> {
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}
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}
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// Spin loop to have a frame the size we requested.
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// Spin loop to have a frame the size we requested.
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reserve_and_write_grant(
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reserve_and_write_grant(&mut producer, total_length, &self.sender, |grant| {
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&mut producer,
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let header_size = payload_header.header_size();
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total_length,
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let (header_bytes, remaining) = grant.split_at_mut(header_size);
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&self.sender,
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payload_header.serialize_into(header_bytes);
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&self.sent_messages_attempts,
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key_writer(remaining)
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&self.blocking_sent_messages_attempts,
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})?;
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|grant| {
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let header_size = payload_header.header_size();
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let (header_bytes, remaining) = grant.split_at_mut(header_size);
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payload_header.serialize_into(header_bytes);
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key_writer(remaining)
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},
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)?;
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Ok(())
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Ok(())
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}
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}
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@ -701,18 +637,12 @@ fn reserve_and_write_grant<F>(
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producer: &mut FrameProducer,
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producer: &mut FrameProducer,
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total_length: usize,
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total_length: usize,
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sender: &flume::Sender<ReceiverAction>,
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sender: &flume::Sender<ReceiverAction>,
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sent_messages_attempts: &AtomicUsize,
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blocking_sent_messages_attempts: &AtomicUsize,
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f: F,
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f: F,
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) -> crate::Result<()>
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) -> crate::Result<()>
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where
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where
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F: FnOnce(&mut [u8]) -> crate::Result<()>,
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F: FnOnce(&mut [u8]) -> crate::Result<()>,
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{
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{
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loop {
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loop {
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// An attempt means trying multiple times
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// whether is succeeded or not.
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sent_messages_attempts.fetch_add(1, atomic::Ordering::Relaxed);
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for _ in 0..10_000 {
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for _ in 0..10_000 {
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match producer.grant(total_length) {
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match producer.grant(total_length) {
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Ok(mut grant) => {
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Ok(mut grant) => {
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@ -736,10 +666,6 @@ where
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return Err(Error::InternalError(InternalError::AbortedIndexation));
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return Err(Error::InternalError(InternalError::AbortedIndexation));
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}
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}
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|
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// We made an attempt to send a message in the
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// bbqueue channel but it didn't succeed.
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blocking_sent_messages_attempts.fetch_add(1, atomic::Ordering::Relaxed);
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// We prefer to yield and allow the writing thread
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// We prefer to yield and allow the writing thread
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// to do its job, especially beneficial when there
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// to do its job, especially beneficial when there
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// is only one CPU core available.
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// is only one CPU core available.
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@ -21,7 +21,6 @@ use crate::progress::Progress;
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use crate::update::GrenadParameters;
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use crate::update::GrenadParameters;
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use crate::vector::{ArroyWrapper, EmbeddingConfigs};
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use crate::vector::{ArroyWrapper, EmbeddingConfigs};
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use crate::{FieldsIdsMap, GlobalFieldsIdsMap, Index, InternalError, Result, ThreadPoolNoAbort};
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use crate::{FieldsIdsMap, GlobalFieldsIdsMap, Index, InternalError, Result, ThreadPoolNoAbort};
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use std::sync::Once;
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pub(crate) mod de;
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pub(crate) mod de;
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pub mod document_changes;
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pub mod document_changes;
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@ -34,8 +33,6 @@ mod post_processing;
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mod update_by_function;
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mod update_by_function;
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mod write;
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mod write;
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static LOG_MEMORY_METRICS_ONCE: Once = Once::new();
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/// This is the main function of this crate.
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/// This is the main function of this crate.
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///
|
///
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/// Give it the output of the [`Indexer::document_changes`] method and it will execute it in the [`rayon::ThreadPool`].
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/// Give it the output of the [`Indexer::document_changes`] method and it will execute it in the [`rayon::ThreadPool`].
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@ -96,15 +93,6 @@ where
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},
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},
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);
|
);
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|
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LOG_MEMORY_METRICS_ONCE.call_once(|| {
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tracing::debug!(
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"Indexation allocated memory metrics - \
|
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Total BBQueue size: {total_bbbuffer_capacity}, \
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Total extractor memory: {:?}",
|
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grenad_parameters.max_memory,
|
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);
|
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});
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|
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let (extractor_sender, writer_receiver) = pool
|
let (extractor_sender, writer_receiver) = pool
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.install(|| extractor_writer_bbqueue(&mut bbbuffers, total_bbbuffer_capacity, 1000))
|
.install(|| extractor_writer_bbqueue(&mut bbbuffers, total_bbbuffer_capacity, 1000))
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.unwrap();
|
.unwrap();
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|
@ -72,19 +72,7 @@ pub(super) fn write_to_db(
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&mut aligned_embedding,
|
&mut aligned_embedding,
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||||||
)?;
|
)?;
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}
|
}
|
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|
|
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write_from_bbqueue(&mut writer_receiver, index, wtxn, arroy_writers, &mut aligned_embedding)?;
|
write_from_bbqueue(&mut writer_receiver, index, wtxn, arroy_writers, &mut aligned_embedding)?;
|
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|
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let direct_attempts = writer_receiver.sent_messages_attempts();
|
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let blocking_attempts = writer_receiver.blocking_sent_messages_attempts();
|
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let congestion_pct = (blocking_attempts as f64 / direct_attempts as f64) * 100.0;
|
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tracing::debug!(
|
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"Channel congestion metrics - \
|
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Attempts: {direct_attempts}, \
|
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Blocked attempts: {blocking_attempts} \
|
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({congestion_pct:.1}% congestion)"
|
|
||||||
);
|
|
||||||
|
|
||||||
Ok(())
|
Ok(())
|
||||||
}
|
}
|
||||||
|
|
||||||
|
Loading…
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Reference in New Issue
Block a user