table: implement write sets for insert_many
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1 changed files with 125 additions and 28 deletions
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@ -143,7 +143,7 @@ impl<F: TableSchema, R: TableReplication> Table<F, R> {
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self.data.queue_insert(tx, e)
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self.data.queue_insert(tx, e)
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}
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}
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pub async fn insert_many<I, IE>(&self, entries: I) -> Result<(), Error>
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pub async fn insert_many<I, IE>(self: &Arc<Self>, entries: I) -> Result<(), Error>
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where
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where
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I: IntoIterator<Item = IE> + Send + Sync,
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I: IntoIterator<Item = IE> + Send + Sync,
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IE: Borrow<F::E> + Send + Sync,
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IE: Borrow<F::E> + Send + Sync,
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@ -161,52 +161,149 @@ impl<F: TableSchema, R: TableReplication> Table<F, R> {
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Ok(())
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Ok(())
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}
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}
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async fn insert_many_internal<I, IE>(&self, entries: I) -> Result<(), Error>
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async fn insert_many_internal<I, IE>(self: &Arc<Self>, entries: I) -> Result<(), Error>
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where
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where
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I: IntoIterator<Item = IE> + Send + Sync,
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I: IntoIterator<Item = IE> + Send + Sync,
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IE: Borrow<F::E> + Send + Sync,
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IE: Borrow<F::E> + Send + Sync,
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{
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{
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let mut call_list: HashMap<_, Vec<_>> = HashMap::new();
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// The different items will have to be stored on possibly different nodes.
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// We will here batch all items into a single request for each concerned
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// node, with all of the entries it must store within that request.
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// Each entry has to be saved to a specific list of "write sets", i.e. a set
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// of node within wich a quorum must be achieved. In normal operation, there
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// is a single write set which corresponds to the quorum in the current
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// cluster layout, but when the layout is updated, multiple write sets might
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// have to be handled at once. Here, since we are sending many entries, we
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// will have to handle many write sets in all cases. The algorihtm is thus
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// to send one request to each node with all the items it must save,
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// and keep track of the OK responses within each write set: if for all sets
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// a quorum of nodes has answered OK, then the insert has succeeded and
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// consistency properties (read-after-write) are preserved.
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// Some code here might feel redundant with RpcHelper::try_write_many_sets,
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// but I think deduplicating could lead to more spaghetti instead of
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// improving the readability, so I'm leaving as is.
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let quorum = self.data.replication.write_quorum();
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// Serialize all entries and compute the write sets for each of them.
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// In the case of sharded table replication, this also takes an "ack lock"
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// to the layout manager to avoid ack'ing newer versions which are not
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// taken into account by writes in progress (the ack can happen later, once
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// all writes that didn't take the new layout into account are finished).
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// These locks are released when entries_vec is dropped, i.e. when this
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// function returns.
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let mut entries_vec = Vec::new();
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for entry in entries.into_iter() {
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for entry in entries.into_iter() {
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let entry = entry.borrow();
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let entry = entry.borrow();
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let hash = entry.partition_key().hash();
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let hash = entry.partition_key().hash();
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// TODO: use write sets
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let write_sets = self.data.replication.write_sets(&hash);
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let who = self.data.replication.storage_nodes(&hash);
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let e_enc = Arc::new(ByteBuf::from(entry.encode()?));
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let e_enc = Arc::new(ByteBuf::from(entry.encode()?));
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for node in who {
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entries_vec.push((write_sets, e_enc));
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call_list.entry(node).or_default().push(e_enc.clone());
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}
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// Compute a deduplicated list of all of the write sets,
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// and compute an index from each node to the position of the sets in which
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// it takes part, to optimize the detection of a quorum.
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let mut write_sets = entries_vec
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.iter()
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.map(|(wss, _)| wss.as_ref().iter().map(|ws| ws.as_slice()))
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.flatten()
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.collect::<Vec<&[Uuid]>>();
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write_sets.sort();
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write_sets.dedup();
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let mut write_set_index = HashMap::<&Uuid, Vec<usize>>::new();
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for (i, write_set) in write_sets.iter().enumerate() {
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for node in write_set.iter() {
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write_set_index.entry(node).or_default().push(i);
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}
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}
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}
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}
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let call_futures = call_list.drain().map(|(node, entries)| async move {
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// Build a map of all nodes to the entries that must be sent to that node.
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let mut call_list: HashMap<Uuid, Vec<_>> = HashMap::new();
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for (write_sets, entry_enc) in entries_vec.iter() {
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for write_set in write_sets.as_ref().iter() {
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for node in write_set.iter() {
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call_list.entry(*node).or_default().push(entry_enc.clone())
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}
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}
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}
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// Build futures to actually perform each of the corresponding RPC calls
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let call_count = call_list.len();
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let call_futures = call_list.into_iter().map(|(node, entries)| {
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let this = self.clone();
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let tracer = opentelemetry::global::tracer("garage");
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let span = tracer.start(format!("RPC to {:?}", node));
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let fut = async move {
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let rpc = TableRpc::<F>::Update(entries);
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let rpc = TableRpc::<F>::Update(entries);
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let resp = this
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let resp = self
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.system
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.system
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.rpc_helper()
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.rpc_helper()
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.call(
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.call(
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&self.endpoint,
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&this.endpoint,
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node,
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node,
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rpc,
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rpc,
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RequestStrategy::with_priority(PRIO_NORMAL),
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RequestStrategy::with_priority(PRIO_NORMAL).with_quorum(quorum),
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)
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)
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.await?;
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.await;
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Ok::<_, Error>((node, resp))
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(node, resp)
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};
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fut.with_context(Context::current_with_span(span))
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});
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});
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// Run all requests in parallel thanks to FuturesUnordered, and collect results.
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let mut resps = call_futures.collect::<FuturesUnordered<_>>();
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let mut resps = call_futures.collect::<FuturesUnordered<_>>();
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let mut set_counters = vec![(0, 0); write_sets.len()];
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let mut successes = 0;
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let mut errors = vec![];
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let mut errors = vec![];
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while let Some(resp) = resps.next().await {
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while let Some((node, resp)) = resps.next().await {
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if let Err(e) = resp {
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match resp {
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Ok(_) => {
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successes += 1;
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for set in write_set_index.get(&node).unwrap().iter() {
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set_counters[*set].0 += 1;
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}
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}
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Err(e) => {
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errors.push(e);
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errors.push(e);
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for set in write_set_index.get(&node).unwrap().iter() {
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set_counters[*set].1 += 1;
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}
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}
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}
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}
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if errors.len() > self.data.replication.max_write_errors() {
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Err(Error::Message("Too many errors".into()))
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} else {
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Ok(())
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}
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}
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if set_counters.iter().all(|(ok_cnt, _)| *ok_cnt >= quorum) {
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// Success
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// Continue all other requests in background
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tokio::spawn(async move {
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resps.collect::<Vec<(Uuid, Result<_, _>)>>().await;
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});
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return Ok(());
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}
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if set_counters
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.iter()
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.enumerate()
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.any(|(i, (_, err_cnt))| err_cnt + quorum > write_sets[i].len())
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{
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// Too many errors in this set, we know we won't get a quorum
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break;
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}
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}
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// Failure, could not get quorum within at least one set
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let errors = errors.iter().map(|e| format!("{}", e)).collect::<Vec<_>>();
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Err(Error::Quorum(
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quorum,
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Some(write_sets.len()),
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successes,
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call_count,
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errors,
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))
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}
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}
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pub async fn get(
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pub async fn get(
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