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use std::future::Future;
use std::path::Path;
use std::sync::Arc;
use std::time::Duration;
use api::grpc::qdrant::collections_internal_client::CollectionsInternalClient;
use api::grpc::qdrant::points_internal_client::PointsInternalClient;
use api::grpc::qdrant::qdrant_client::QdrantClient;
use api::grpc::qdrant::shard_snapshot_location::Location;
use api::grpc::qdrant::shard_snapshots_client::ShardSnapshotsClient;
use api::grpc::qdrant::{
CollectionOperationResponse, CoreSearchBatchPointsInternal, CountPoints, CountPointsInternal,
FacetCountsInternal, GetCollectionInfoRequest, GetCollectionInfoRequestInternal, GetPoints,
GetPointsInternal, GetShardRecoveryPointRequest, HealthCheckRequest,
InitiateShardTransferRequest, QueryBatchPointsInternal, QueryShardPoints,
RecoverShardSnapshotRequest, RecoverSnapshotResponse, ScrollPoints, ScrollPointsInternal,
ShardSnapshotLocation, UpdateShardCutoffPointRequest, WaitForShardStateRequest,
};
use api::grpc::transport_channel_pool::{AddTimeout, MAX_GRPC_CHANNEL_TIMEOUT};
use async_trait::async_trait;
use common::counter::hardware_accumulator::HwMeasurementAcc;
use common::types::TelemetryDetail;
use itertools::Itertools;
use parking_lot::Mutex;
use segment::common::operation_time_statistics::{
OperationDurationsAggregator, ScopeDurationMeasurer,
};
use segment::data_types::facets::{FacetParams, FacetResponse, FacetValueHit};
use segment::data_types::order_by::OrderBy;
use segment::types::{
ExtendedPointId, Filter, ScoredPoint, WithPayload, WithPayloadInterface, WithVector,
};
use tokio::runtime::Handle;
use tonic::codegen::InterceptedService;
use tonic::transport::{Channel, Uri};
use tonic::Status;
use url::Url;
use super::conversions::{
internal_delete_vectors, internal_delete_vectors_by_filter, internal_update_vectors,
};
use super::local_shard::clock_map::RecoveryPoint;
use super::replica_set::ReplicaState;
use crate::operations::conversions::try_record_from_grpc;
use crate::operations::payload_ops::PayloadOps;
use crate::operations::point_ops::{PointOperations, WriteOrdering};
use crate::operations::snapshot_ops::SnapshotPriority;
use crate::operations::types::{
CollectionError, CollectionInfo, CollectionResult, CoreSearchRequest, CoreSearchRequestBatch,
CountRequestInternal, CountResult, PointRequestInternal, RecordInternal, UpdateResult,
};
use crate::operations::universal_query::shard_query::{ShardQueryRequest, ShardQueryResponse};
use crate::operations::vector_ops::VectorOperations;
use crate::operations::{CollectionUpdateOperations, FieldIndexOperations, OperationWithClockTag};
use crate::shards::channel_service::ChannelService;
use crate::shards::conversions::{
internal_clear_payload, internal_clear_payload_by_filter, internal_create_index,
internal_delete_index, internal_delete_payload, internal_delete_points,
internal_delete_points_by_filter, internal_set_payload, internal_sync_points,
internal_upsert_points, try_scored_point_from_grpc,
};
use crate::shards::shard::{PeerId, ShardId};
use crate::shards::shard_trait::ShardOperation;
use crate::shards::telemetry::RemoteShardTelemetry;
use crate::shards::CollectionId;
/// Timeout for transferring and recovering a shard snapshot on a remote peer.
const SHARD_SNAPSHOT_TRANSFER_RECOVER_TIMEOUT: Duration = MAX_GRPC_CHANNEL_TIMEOUT;
/// RemoteShard
///
/// Remote Shard is a representation of a shard that is located on a remote peer.
#[derive(Clone)]
pub struct RemoteShard {
pub(crate) id: ShardId,
pub(crate) collection_id: CollectionId,
pub peer_id: PeerId,
pub channel_service: ChannelService,
telemetry_search_durations: Arc<Mutex<OperationDurationsAggregator>>,
telemetry_update_durations: Arc<Mutex<OperationDurationsAggregator>>,
}
impl RemoteShard {
/// Instantiate a new remote shard in memory
pub fn new(
id: ShardId,
collection_id: CollectionId,
peer_id: PeerId,
channel_service: ChannelService,
) -> Self {
Self {
id,
collection_id,
peer_id,
channel_service,
telemetry_search_durations: OperationDurationsAggregator::new(),
telemetry_update_durations: OperationDurationsAggregator::new(),
}
}
pub fn restore_snapshot(_snapshot_path: &Path) {
// NO extra actions needed for remote shards
}
fn current_address(&self) -> CollectionResult<Uri> {
let guard_peer_address = self.channel_service.id_to_address.read();
let peer_address = guard_peer_address.get(&self.peer_id).cloned();
match peer_address {
None => Err(CollectionError::service_error(format!(
"no address found for peer {}",
self.peer_id
))),
Some(peer_address) => Ok(peer_address),
}
}
async fn with_points_client<T, O: Future<Output = Result<T, Status>>>(
&self,
f: impl Fn(PointsInternalClient<InterceptedService<Channel, AddTimeout>>) -> O,
) -> CollectionResult<T> {
let current_address = self.current_address()?;
self.channel_service
.channel_pool
.with_channel(¤t_address, |channel| {
let client = PointsInternalClient::new(channel);
let client = client.max_decoding_message_size(usize::MAX);
f(client)
})
.await
.map_err(|err| err.into())
}
async fn with_collections_client<T, O: Future<Output = Result<T, Status>>>(
&self,
f: impl Fn(CollectionsInternalClient<InterceptedService<Channel, AddTimeout>>) -> O,
) -> CollectionResult<T> {
let current_address = self.current_address()?;
self.channel_service
.channel_pool
.with_channel(¤t_address, |channel| {
let client = CollectionsInternalClient::new(channel);
let client = client.max_decoding_message_size(usize::MAX);
f(client)
})
.await
.map_err(|err| err.into())
}
async fn with_shard_snapshots_client_timeout<T, O: Future<Output = Result<T, Status>>>(
&self,
f: impl Fn(ShardSnapshotsClient<InterceptedService<Channel, AddTimeout>>) -> O,
timeout: Option<Duration>,
retries: usize,
) -> CollectionResult<T> {
let current_address = self.current_address()?;
self.channel_service
.channel_pool
.with_channel_timeout(
¤t_address,
|channel| {
let client = ShardSnapshotsClient::new(channel);
let client = client.max_decoding_message_size(usize::MAX);
f(client)
},
timeout,
retries,
)
.await
.map_err(|err| err.into())
}
async fn with_qdrant_client<T, Fut: Future<Output = Result<T, Status>>>(
&self,
f: impl Fn(QdrantClient<InterceptedService<Channel, AddTimeout>>) -> Fut,
) -> CollectionResult<T> {
let current_address = self.current_address()?;
self.channel_service
.channel_pool
.with_channel(¤t_address, |channel| {
let client = QdrantClient::new(channel);
f(client)
})
.await
.map_err(|err| err.into())
}
pub fn get_telemetry_data(&self, detail: TelemetryDetail) -> RemoteShardTelemetry {
RemoteShardTelemetry {
shard_id: self.id,
peer_id: Some(self.peer_id),
searches: self
.telemetry_search_durations
.lock()
.get_statistics(detail),
updates: self
.telemetry_update_durations
.lock()
.get_statistics(detail),
}
}
pub async fn initiate_transfer(&self) -> CollectionResult<CollectionOperationResponse> {
let res = self
.with_collections_client(|mut client| async move {
client
.initiate(InitiateShardTransferRequest {
collection_name: self.collection_id.clone(),
shard_id: self.id,
})
.await
})
.await?
.into_inner();
Ok(res)
}
/// # Cancel safety
///
/// This method is cancel safe.
pub async fn forward_update(
&self,
operation: OperationWithClockTag,
wait: bool,
ordering: WriteOrdering,
) -> CollectionResult<UpdateResult> {
// `RemoteShard::execute_update_operation` is cancel safe, so this method is cancel safe.
self.execute_update_operation(
Some(self.id),
self.collection_id.clone(),
operation,
wait,
Some(ordering),
)
.await
}
/// # Cancel safety
///
/// This method is cancel safe.
pub async fn execute_update_operation(
&self,
shard_id: Option<ShardId>,
collection_name: String,
operation: OperationWithClockTag,
wait: bool,
ordering: Option<WriteOrdering>,
) -> CollectionResult<UpdateResult> {
// Cancelling remote request should always be safe on the client side and update API
// *should be* cancel safe on the server side, so this method is cancel safe.
let mut timer = ScopeDurationMeasurer::new(&self.telemetry_update_durations);
timer.set_success(false);
let point_operation_response = match operation.operation {
CollectionUpdateOperations::PointOperation(point_ops) => match point_ops {
PointOperations::UpsertPoints(point_insert_operations) => {
let request = &internal_upsert_points(
shard_id,
operation.clock_tag,
collection_name,
point_insert_operations,
wait,
ordering,
)?;
self.with_points_client(|mut client| async move {
client.upsert(tonic::Request::new(request.clone())).await
})
.await?
.into_inner()
}
PointOperations::DeletePoints { ids } => {
let request = &internal_delete_points(
shard_id,
operation.clock_tag,
collection_name,
ids,
wait,
ordering,
);
self.with_points_client(|mut client| async move {
client.delete(tonic::Request::new(request.clone())).await
})
.await?
.into_inner()
}
PointOperations::DeletePointsByFilter(filter) => {
let request = &internal_delete_points_by_filter(
shard_id,
operation.clock_tag,
collection_name,
filter,
wait,
ordering,
);
self.with_points_client(|mut client| async move {
client.delete(tonic::Request::new(request.clone())).await
})
.await?
.into_inner()
}
PointOperations::SyncPoints(operation) => {
let request = &internal_sync_points(
shard_id,
None, // TODO!?
collection_name,
operation,
wait,
ordering,
)?;
self.with_points_client(|mut client| async move {
client.sync(tonic::Request::new(request.clone())).await
})
.await?
.into_inner()
}
},
CollectionUpdateOperations::VectorOperation(vector_ops) => match vector_ops {
VectorOperations::UpdateVectors(update_operation) => {
let request = &internal_update_vectors(
shard_id,
operation.clock_tag,
collection_name,
update_operation,
wait,
ordering,
)?;
self.with_points_client(|mut client| async move {
client
.update_vectors(tonic::Request::new(request.clone()))
.await
})
.await?
.into_inner()
}
VectorOperations::DeleteVectors(ids, vector_names) => {
let request = &internal_delete_vectors(
shard_id,
operation.clock_tag,
collection_name,
ids.points,
vector_names.clone(),
wait,
ordering,
);
self.with_points_client(|mut client| async move {
client
.delete_vectors(tonic::Request::new(request.clone()))
.await
})
.await?
.into_inner()
}
VectorOperations::DeleteVectorsByFilter(filter, vector_names) => {
let request = &internal_delete_vectors_by_filter(
shard_id,
operation.clock_tag,
collection_name,
filter,
vector_names.clone(),
wait,
ordering,
);
self.with_points_client(|mut client| async move {
client
.delete_vectors(tonic::Request::new(request.clone()))
.await
})
.await?
.into_inner()
}
},
CollectionUpdateOperations::PayloadOperation(payload_ops) => match payload_ops {
PayloadOps::SetPayload(set_payload) => {
let request = &internal_set_payload(
shard_id,
operation.clock_tag,
collection_name,
set_payload,
wait,
ordering,
);
self.with_points_client(|mut client| async move {
client
.set_payload(tonic::Request::new(request.clone()))
.await
})
.await?
.into_inner()
}
PayloadOps::DeletePayload(delete_payload) => {
let request = &internal_delete_payload(
shard_id,
operation.clock_tag,
collection_name,
delete_payload,
wait,
ordering,
);
self.with_points_client(|mut client| async move {
client
.delete_payload(tonic::Request::new(request.clone()))
.await
})
.await?
.into_inner()
}
PayloadOps::ClearPayload { points } => {
let request = &internal_clear_payload(
shard_id,
operation.clock_tag,
collection_name,
points,
wait,
ordering,
);
self.with_points_client(|mut client| async move {
client
.clear_payload(tonic::Request::new(request.clone()))
.await
})
.await?
.into_inner()
}
PayloadOps::ClearPayloadByFilter(filter) => {
let request = &internal_clear_payload_by_filter(
shard_id,
operation.clock_tag,
collection_name,
filter,
wait,
ordering,
);
self.with_points_client(|mut client| async move {
client
.clear_payload(tonic::Request::new(request.clone()))
.await
})
.await?
.into_inner()
}
PayloadOps::OverwritePayload(set_payload) => {
let request = &internal_set_payload(
shard_id,
operation.clock_tag,
collection_name,
set_payload,
wait,
ordering,
);
self.with_points_client(|mut client| async move {
client
.overwrite_payload(tonic::Request::new(request.clone()))
.await
})
.await?
.into_inner()
}
},
CollectionUpdateOperations::FieldIndexOperation(field_index_op) => match field_index_op
{
FieldIndexOperations::CreateIndex(create_index) => {
let request = &internal_create_index(
shard_id,
operation.clock_tag,
collection_name,
create_index,
wait,
ordering,
);
self.with_points_client(|mut client| async move {
client
.create_field_index(tonic::Request::new(request.clone()))
.await
})
.await?
.into_inner()
}
FieldIndexOperations::DeleteIndex(delete_index) => {
let request = &internal_delete_index(
shard_id,
operation.clock_tag,
collection_name,
delete_index,
wait,
ordering,
);
self.with_points_client(|mut client| async move {
client
.delete_field_index(tonic::Request::new(request.clone()))
.await
})
.await?
.into_inner()
}
},
};
match point_operation_response.result {
None => Err(CollectionError::service_error(
"Malformed UpdateResult type".to_string(),
)),
Some(update_result) => update_result.try_into().map_err(|e: Status| e.into()),
}
}
/// Recover a shard at the remote from the given public `url`.
///
/// # Warning
///
/// This method specifies a timeout of 24 hours.
///
/// Setting an API key may leak when requesting a snapshot file from a malicious server.
/// This is potentially dangerous if a user has control over what URL is accessed.
///
/// # Cancel safety
///
/// This method is cancel safe.
pub async fn recover_shard_snapshot_from_url(
&self,
collection_name: &str,
shard_id: ShardId,
url: &Url,
snapshot_priority: SnapshotPriority,
api_key: Option<&str>,
) -> CollectionResult<RecoverSnapshotResponse> {
let res = self
.with_shard_snapshots_client_timeout(
|mut client| async move {
client
.recover(RecoverShardSnapshotRequest {
collection_name: collection_name.into(),
shard_id,
snapshot_location: Some(ShardSnapshotLocation {
location: Some(Location::Url(url.to_string())),
}),
snapshot_priority: api::grpc::qdrant::ShardSnapshotPriority::from(
snapshot_priority,
) as i32,
checksum: None,
api_key: api_key.map(Into::into),
})
.await
},
Some(SHARD_SNAPSHOT_TRANSFER_RECOVER_TIMEOUT),
api::grpc::transport_channel_pool::DEFAULT_RETRIES,
)
.await?
.into_inner();
Ok(res)
}
/// Wait for a local shard on the remote to get into a certain state
pub async fn wait_for_shard_state(
&self,
collection_name: &str,
shard_id: ShardId,
state: ReplicaState,
timeout: Duration,
) -> CollectionResult<CollectionOperationResponse> {
let res = self
.with_collections_client(|mut client| async move {
let mut wait_for_shard_request = tonic::Request::new(WaitForShardStateRequest {
collection_name: collection_name.into(),
shard_id,
state: api::grpc::qdrant::ReplicaState::from(state) as i32,
timeout: timeout.as_secs_f32().ceil() as u64,
});
wait_for_shard_request.set_timeout(timeout);
client.wait_for_shard_state(wait_for_shard_request).await
})
.await?
.into_inner();
Ok(res)
}
/// Request the recovery point on the remote shard
pub async fn shard_recovery_point(
&self,
collection_name: &str,
shard_id: ShardId,
) -> CollectionResult<RecoveryPoint> {
let res = self
.with_collections_client(|mut client| async move {
client
.get_shard_recovery_point(GetShardRecoveryPointRequest {
collection_name: collection_name.into(),
shard_id,
})
.await
})
.await?
.into_inner();
let Some(recovery_point) = res.recovery_point else {
return Err(CollectionError::service_error(
"Recovery point data is missing in recovery point response",
));
};
Ok(recovery_point.try_into()?)
}
/// Update the shard cutoff point on the remote shard
pub async fn update_shard_cutoff_point(
&self,
collection_name: &str,
shard_id: ShardId,
cutoff: &RecoveryPoint,
) -> CollectionResult<()> {
self.with_collections_client(|mut client| async move {
client
.update_shard_cutoff_point(UpdateShardCutoffPointRequest {
collection_name: collection_name.into(),
shard_id,
cutoff: Some(cutoff.into()),
})
.await
})
.await?;
Ok(())
}
pub async fn health_check(&self) -> CollectionResult<()> {
let _ = self
.with_qdrant_client(|mut client| async move {
client.health_check(HealthCheckRequest {}).await
})
.await?
.into_inner();
Ok(())
}
}
// New-type to own the type in the crate for conversions via From
pub struct CollectionCoreSearchRequest<'a>(pub(crate) (CollectionId, &'a CoreSearchRequest));
#[async_trait]
impl ShardOperation for RemoteShard {
/// # Cancel safety
///
/// This method is cancel safe.
async fn update(
&self,
operation: OperationWithClockTag,
wait: bool,
) -> CollectionResult<UpdateResult> {
// `RemoteShard::execute_update_operation` is cancel safe, so this method is cancel safe.
// targets the shard explicitly
let shard_id = Some(self.id);
self.execute_update_operation(shard_id, self.collection_id.clone(), operation, wait, None)
.await
}
async fn scroll_by(
&self,
offset: Option<ExtendedPointId>,
limit: usize,
with_payload_interface: &WithPayloadInterface,
with_vector: &WithVector,
filter: Option<&Filter>,
_search_runtime_handle: &Handle,
order_by: Option<&OrderBy>,
timeout: Option<Duration>,
) -> CollectionResult<Vec<RecordInternal>> {
let scroll_points = ScrollPoints {
collection_name: self.collection_id.clone(),
filter: filter.map(|f| f.clone().into()),
offset: offset.map(|o| o.into()),
limit: Some(limit as u32),
with_payload: Some(with_payload_interface.clone().into()),
with_vectors: Some(with_vector.clone().into()),
read_consistency: None,
shard_key_selector: None,
order_by: order_by.map(|o| o.clone().into()),
timeout: timeout.map(|t| t.as_secs()),
};
let scroll_request = &ScrollPointsInternal {
scroll_points: Some(scroll_points),
shard_id: Some(self.id),
};
let scroll_response = self
.with_points_client(|mut client| async move {
let mut request = tonic::Request::new(scroll_request.clone());
if let Some(timeout) = timeout {
request.set_timeout(timeout);
}
client.scroll(request).await
})
.await?
.into_inner();
// We need the `____ordered_with____` value even if the user didn't request payload
let parse_payload = with_payload_interface.is_required() || order_by.is_some();
let result: Result<Vec<RecordInternal>, Status> = scroll_response
.result
.into_iter()
.map(|point| try_record_from_grpc(point, parse_payload))
.collect();
result.map_err(|e| e.into())
}
async fn info(&self) -> CollectionResult<CollectionInfo> {
let get_collection_info_request = GetCollectionInfoRequest {
collection_name: self.collection_id.clone(),
};
let request = &GetCollectionInfoRequestInternal {
get_collection_info_request: Some(get_collection_info_request),
shard_id: self.id,
};
let get_collection_response = self
.with_collections_client(|mut client| async move {
client.get(tonic::Request::new(request.clone())).await
})
.await?
.into_inner();
let result: Result<CollectionInfo, Status> = get_collection_response.try_into();
result.map_err(|e| e.into())
}
async fn core_search(
&self,
batch_request: Arc<CoreSearchRequestBatch>,
_search_runtime_handle: &Handle,
timeout: Option<Duration>,
hw_measurement_acc: &HwMeasurementAcc,
) -> CollectionResult<Vec<Vec<ScoredPoint>>> {
let mut timer = ScopeDurationMeasurer::new(&self.telemetry_search_durations);
timer.set_success(false);
let search_points = batch_request
.searches
.iter()
.map(|s| CollectionCoreSearchRequest((self.collection_id.clone(), s)).into())
.collect();
let request = &CoreSearchBatchPointsInternal {
collection_name: self.collection_id.clone(),
search_points,
shard_id: Some(self.id),
timeout: timeout.map(|t| t.as_secs()),
};
let search_batch_response = self
.with_points_client(|mut client| async move {
let mut request = tonic::Request::new(request.clone());
if let Some(timeout) = timeout {
request.set_timeout(timeout);
}
client.core_search_batch(request).await
})
.await?
.into_inner();
hw_measurement_acc.merge_from_cell(search_batch_response.usage);
let result: Result<Vec<Vec<ScoredPoint>>, Status> = search_batch_response
.result
.into_iter()
.zip(batch_request.searches.iter())
.map(|(batch_result, request)| {
let is_payload_required = request
.with_payload
.as_ref()
.map_or(false, |with_payload| with_payload.is_required());
batch_result
.result
.into_iter()
.map(|point| try_scored_point_from_grpc(point, is_payload_required))
.collect()
})
.collect();
let result = result.map_err(|e| e.into());
if result.is_ok() {
timer.set_success(true);
}
result
}
async fn count(
&self,
request: Arc<CountRequestInternal>,
_search_runtime_handle: &Handle,
timeout: Option<Duration>,
hw_measurement_acc: &HwMeasurementAcc,
) -> CollectionResult<CountResult> {
let count_points = CountPoints {
collection_name: self.collection_id.clone(),
filter: request.filter.clone().map(|f| f.into()),
exact: Some(request.exact),
read_consistency: None,
shard_key_selector: None,
timeout: timeout.map(|t| t.as_secs()),
};
let count_request = &CountPointsInternal {
count_points: Some(count_points),
shard_id: Some(self.id),
};
let count_response = self
.with_points_client(|mut client| async move {
let mut request = tonic::Request::new(count_request.clone());
if let Some(timeout) = timeout {
request.set_timeout(timeout);
}
client.count(request).await
})
.await?
.into_inner();
hw_measurement_acc.merge_from_cell(count_response.usage);
count_response.result.map_or_else(
|| {
Err(CollectionError::service_error(
"Unexpected empty CountResult".to_string(),
))
},
|count_result| Ok(count_result.into()),
)
}
async fn retrieve(
&self,
request: Arc<PointRequestInternal>,
with_payload: &WithPayload,
with_vector: &WithVector,
_search_runtime_handle: &Handle,
timeout: Option<Duration>,
) -> CollectionResult<Vec<RecordInternal>> {
let get_points = GetPoints {
collection_name: self.collection_id.clone(),
ids: request.ids.iter().copied().map(|v| v.into()).collect(),
with_payload: request.with_payload.clone().map(|wp| wp.into()),
with_vectors: Some(with_vector.clone().into()),
read_consistency: None,
shard_key_selector: None,
timeout: timeout.map(|t| t.as_secs()),
};
let get_request = &GetPointsInternal {
get_points: Some(get_points),
shard_id: Some(self.id),
};
let get_response = self
.with_points_client(|mut client| async move {
let mut request = tonic::Request::new(get_request.clone());
if let Some(timeout) = timeout {
request.set_timeout(timeout);
}
client.get(request).await
})
.await?
.into_inner();
let result: Result<Vec<RecordInternal>, Status> = get_response
.result
.into_iter()
.map(|point| try_record_from_grpc(point, with_payload.enable))
.collect();
result.map_err(|e| e.into())
}
async fn query_batch(
&self,
requests: Arc<Vec<ShardQueryRequest>>,
_search_runtime_handle: &Handle,
timeout: Option<Duration>,
hw_measurement_acc: &HwMeasurementAcc,
) -> CollectionResult<Vec<ShardQueryResponse>> {
let mut timer = ScopeDurationMeasurer::new(&self.telemetry_search_durations);
timer.set_success(false);
let requests = requests.as_ref();
let batch_response = self
.with_points_client(|mut client| async move {
let query_points = requests
.iter()
.map(|request| QueryShardPoints::from(request.clone()))
.collect();
let request = &QueryBatchPointsInternal {
collection_name: self.collection_id.clone(),
query_points,
shard_id: Some(self.id),
timeout: timeout.map(|t| t.as_secs()),
};
let mut request = tonic::Request::new(request.clone());
if let Some(timeout) = timeout {
request.set_timeout(timeout);
}
client.query_batch(request).await
})
.await?
.into_inner();
hw_measurement_acc.merge_from_cell(batch_response.usage);
let result = batch_response
.results
.into_iter()
.zip(requests.iter())
.map(|(query_result, request)| {
let is_payload_required = request.with_payload.is_required();
query_result
.intermediate_results
.into_iter()
.map(|intermediate| {
intermediate
.result
.into_iter()
.map(|point| try_scored_point_from_grpc(point, is_payload_required))
.collect()
})
.collect()
})
.try_collect()?;
timer.set_success(true);
Ok(result)
}
async fn facet(
&self,
request: Arc<FacetParams>,
_search_runtime_handle: &Handle,
timeout: Option<Duration>,
) -> CollectionResult<FacetResponse> {
let mut timer = ScopeDurationMeasurer::new(&self.telemetry_search_durations);
timer.set_success(false);
let FacetParams {
key,
limit,
filter,
exact,
} = request.as_ref();
let response = self
.with_points_client(|mut client| async move {
let request = &FacetCountsInternal {
collection_name: self.collection_id.clone(),
key: key.to_string(),
filter: filter.clone().map(api::grpc::qdrant::Filter::from),
limit: *limit as u64,
exact: *exact,
shard_id: self.id,
timeout: timeout.map(|t| t.as_secs()),
};
let mut request = tonic::Request::new(request.clone());
if let Some(timeout) = timeout {
request.set_timeout(timeout);
}
client.facet(request).await
})
.await?
.into_inner();
let hits = response
.hits
.into_iter()
.map(FacetValueHit::try_from)
.try_collect()?;
let result = FacetResponse { hits };
timer.set_success(true);
Ok(result)
}
}
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