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use std::future::Future;
use tonic::codegen::InterceptedService;
use tonic::transport::Channel;
use tonic::Status;
use crate::auth::MetadataInterceptor;
use crate::qdrant::collections_client::CollectionsClient;
use crate::qdrant::{
alias_operations, AliasOperations, ChangeAliases, CollectionClusterInfoRequest,
CollectionClusterInfoResponse, CollectionExistsRequest, CollectionOperationResponse,
CreateAlias, CreateCollection, DeleteAlias, DeleteCollection, GetCollectionInfoRequest,
GetCollectionInfoResponse, ListAliasesRequest, ListAliasesResponse,
ListCollectionAliasesRequest, ListCollectionsRequest, ListCollectionsResponse, RenameAlias,
UpdateCollection, UpdateCollectionClusterSetupRequest, UpdateCollectionClusterSetupResponse,
};
use crate::qdrant_client::{Qdrant, QdrantResult};
/// # Collection operations
///
/// Create, update and delete collections, manage collection aliases and collection cluster
/// configuration.
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/>
impl Qdrant {
pub(super) async fn with_collections_client<T, O: Future<Output = Result<T, Status>>>(
&self,
f: impl Fn(CollectionsClient<InterceptedService<Channel, MetadataInterceptor>>) -> O,
) -> QdrantResult<T> {
let result = self
.channel
.with_channel(
|channel| {
let service = self.with_api_key(channel);
let mut client =
CollectionsClient::new(service).max_decoding_message_size(usize::MAX);
if let Some(compression) = self.config.compression {
client = client
.send_compressed(compression.into())
.accept_compressed(compression.into());
}
f(client)
},
false,
)
.await?;
Ok(result)
}
/// Create a new collection.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
/// use qdrant_client::qdrant::{CreateCollectionBuilder, Distance, VectorParamsBuilder};
///
///# async fn create_collection(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client
/// .create_collection(
/// CreateCollectionBuilder::new("my_collection")
/// .vectors_config(VectorParamsBuilder::new(100, Distance::Cosine)),
/// )
/// .await?;
///# Ok(())
///# }
/// ```
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#create-a-collection>
pub async fn create_collection(
&self,
request: impl Into<CreateCollection>,
) -> QdrantResult<CollectionOperationResponse> {
let create_collection = request.into();
let create_collection_ref = &create_collection;
self.with_collections_client(|mut collection_api| async move {
let result = collection_api.create(create_collection_ref.clone()).await?;
Ok(result.into_inner())
})
.await
}
/// Get collection info.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
///# async fn collection_info(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client.collection_info("my_collection").await?;
///# Ok(())
///# }
/// ```
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#collection-info>
pub async fn collection_info(
&self,
request: impl Into<GetCollectionInfoRequest>,
) -> QdrantResult<GetCollectionInfoResponse> {
let request = &request.into();
self.with_collections_client(|mut collection_api| async move {
let result = collection_api.get(request.clone()).await?;
Ok(result.into_inner())
})
.await
}
/// List all collections.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
///# async fn list_collections(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client.list_collections().await?;
///# Ok(())
///# }
/// ```
///
/// This only lists collection names. To list collection name aliases, use
/// [`list_aliases`](Self::list_aliases).
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#list-all-collections>
pub async fn list_collections(&self) -> QdrantResult<ListCollectionsResponse> {
self.with_collections_client(|mut collection_api| async move {
let result = collection_api.list(ListCollectionsRequest {}).await?;
Ok(result.into_inner())
})
.await
}
/// Check whether a collection exists.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
///# async fn collection_exists(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client.collection_exists("my_collection").await?;
///# Ok(())
///# }
/// ```
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#check-collection-existence>
#[doc(alias = "has_collection")]
pub async fn collection_exists(
&self,
request: impl Into<CollectionExistsRequest>,
) -> QdrantResult<bool> {
let request = &request.into();
self.with_collections_client(|mut collection_api| async move {
let result = collection_api.collection_exists(request.clone()).await?;
Ok(result
.into_inner()
.result
.map(|r| r.exists)
.unwrap_or(false))
})
.await
}
/// Update collection.
///
/// Change parameters of a collection, such as the indexing threshold, for a collection that
/// has already been created.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
/// use qdrant_client::qdrant::{OptimizersConfigDiffBuilder, UpdateCollectionBuilder};
///
///# async fn create_collection(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client
/// .update_collection(
/// UpdateCollectionBuilder::new("my_collection").optimizers_config(
/// OptimizersConfigDiffBuilder::default().indexing_threshold(10_000),
/// ),
/// )
/// .await?;
///# Ok(())
///# }
/// ```
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#update-collection-parameters>
pub async fn update_collection(
&self,
request: impl Into<UpdateCollection>,
) -> QdrantResult<CollectionOperationResponse> {
let request = &request.into();
self.with_collections_client(|mut collection_api| async move {
let result = collection_api.update(request.clone()).await?;
Ok(result.into_inner())
})
.await
}
/// Delete an existing collection.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
///# async fn delete_collection(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client.delete_collection("my_collection").await?;
///# Ok(())
///# }
/// ```
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#delete-collection>
pub async fn delete_collection(
&self,
request: impl Into<DeleteCollection>,
) -> QdrantResult<CollectionOperationResponse> {
let delete_collection = &request.into();
self.with_collections_client(|mut collection_api| async move {
let result = collection_api.delete(delete_collection.clone()).await?;
Ok(result.into_inner())
})
.await
}
/// Create new collection name alias.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
/// use qdrant_client::qdrant::CreateAliasBuilder;
///
///# async fn create_alias(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client
/// .create_alias(CreateAliasBuilder::new("my_collection", "my_alias"))
/// .await?;
///# Ok(())
///# }
/// ```
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#create-alias>
pub async fn create_alias(
&self,
request: impl Into<CreateAlias>,
) -> QdrantResult<CollectionOperationResponse> {
self.update_aliases(request.into()).await
}
/// List collection name aliases for all collections.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
///# async fn list_aliases(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client.list_aliases().await?;
///# Ok(())
///# }
/// ```
///
/// This only lists collection name aliases. To list collection names, use
/// [`list_collections`](Self::list_collections).
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#list-all-aliases>
pub async fn list_aliases(&self) -> QdrantResult<ListAliasesResponse> {
self.with_collections_client(|mut collection_api| async move {
let result = collection_api.list_aliases(ListAliasesRequest {}).await?;
Ok(result.into_inner())
})
.await
}
/// List collection name aliases for a specific collection.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
///# async fn list_collection_aliases(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client.list_collection_aliases("my_collection").await?;
///# Ok(())
///# }
/// ```
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#list-collection-aliases>
pub async fn list_collection_aliases(
&self,
request: impl Into<ListCollectionAliasesRequest>,
) -> QdrantResult<ListAliasesResponse> {
let request = &request.into();
self.with_collections_client(|mut collection_api| async move {
let result = collection_api
.list_collection_aliases(request.clone())
.await?;
Ok(result.into_inner())
})
.await
}
/// Rename existing collection name alias.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
/// use qdrant_client::qdrant::RenameAliasBuilder;
///
///# async fn rename_alias(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client
/// .rename_alias(RenameAliasBuilder::new("old_alias", "new_alias"))
/// .await?;
///# Ok(())
///# }
/// ```
pub async fn rename_alias(
&self,
request: impl Into<RenameAlias>,
) -> QdrantResult<CollectionOperationResponse> {
self.update_aliases(request.into()).await
}
/// Update a collection name alias.
///
/// Create, rename or delete a collection alias.
///
/// To do this, use:
///
/// - [`create_alias`](Self::create_alias)
/// - [`rename_alias`](Self::rename_alias)
/// - [`delete_alias`](Self::delete_alias)
async fn update_aliases(
&self,
change_aliases: impl Into<alias_operations::Action> + Clone,
) -> QdrantResult<CollectionOperationResponse> {
let action = change_aliases.into();
let change = &ChangeAliases {
actions: vec![AliasOperations {
action: Some(action),
}],
timeout: None,
};
self.with_collections_client(|mut collection_api| async move {
let result = collection_api.update_aliases(change.clone()).await?;
Ok(result.into_inner())
})
.await
}
/// Delete existing collection name alias.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
/// use qdrant_client::qdrant::CreateAliasBuilder;
///
///# async fn delete_alias(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client
/// .delete_alias("my_alias")
/// .await?;
///# Ok(())
///# }
/// ```
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#remove-alias>
pub async fn delete_alias(
&self,
request: impl Into<DeleteAlias>,
) -> QdrantResult<CollectionOperationResponse> {
self.update_aliases(request.into()).await
}
/// List cluster info of a collection.
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
///# async fn collection_cluster_info(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client.collection_cluster_info("my_collection").await?;
///# Ok(())
///# }
/// ```
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#collection-info>
pub async fn collection_cluster_info(
&self,
request: impl Into<CollectionClusterInfoRequest>,
) -> QdrantResult<CollectionClusterInfoResponse> {
let request = &request.into();
self.with_collections_client(|mut collection_api| async move {
let result = collection_api
.collection_cluster_info(request.clone())
.await?;
Ok(result.into_inner())
})
.await
}
/// Update collection cluster setup.
///
/// Perform a collection cluster
/// [`Operation`](crate::qdrant::update_collection_cluster_setup_request::Operation), such as
/// [`MoveShard`](crate::qdrant::MoveShard), [`ReplicateShard`](crate::qdrant::ReplicateShard)
/// or [`CreateShardKey`](crate::qdrant::CreateShardKey).
///
/// ```no_run
///# use qdrant_client::{Qdrant, QdrantError};
/// use qdrant_client::qdrant::{MoveShardBuilder, UpdateCollectionClusterSetupRequestBuilder};
///
///# async fn update_collection_cluster_setup(client: &Qdrant)
///# -> Result<(), QdrantError> {
/// client
/// .update_collection_cluster_setup(UpdateCollectionClusterSetupRequestBuilder::new(
/// "my_collection",
/// MoveShardBuilder::new(
/// 0, // Shard ID
/// 0, // From peer ID
/// 1, // To peer ID
/// ),
/// ))
/// .await?;
///# Ok(())
///# }
/// ```
///
/// Documentation: <https://qdrant.tech/documentation/concepts/collections/#create-a-collection>
pub async fn update_collection_cluster_setup(
&self,
request: impl Into<UpdateCollectionClusterSetupRequest>,
) -> QdrantResult<UpdateCollectionClusterSetupResponse> {
let request = &request.into();
self.with_collections_client(|mut collection_api| async move {
let result = collection_api
.update_collection_cluster_setup(request.clone())
.await?;
Ok(result.into_inner())
})
.await
}
}
#[cfg(test)]
mod tests {
use std::time::Duration;
use tokio::time::sleep;
use super::*;
use crate::builders::CreateCollectionBuilder;
use crate::payload::Payload;
use crate::qdrant::{
CountPointsBuilder, Distance, PointStruct, SearchPointsBuilder, UpsertPointsBuilder,
VectorParamsBuilder,
};
#[tokio::test]
async fn create_collection_and_do_the_search() -> QdrantResult<()> {
let client = Qdrant::from_url("http://localhost:6334").build()?;
let collection_name = "test2";
let _ = client.delete_collection(collection_name).await;
assert!(!client.collection_exists(collection_name).await?);
let create_collection = CreateCollectionBuilder::new(collection_name)
.vectors_config(VectorParamsBuilder::new(3, Distance::Cosine));
let _result = client.create_collection(create_collection).await?;
sleep(Duration::from_secs(1)).await;
assert!(client.collection_exists(collection_name).await?);
client
.upsert_points(
UpsertPointsBuilder::new(
collection_name,
vec![
PointStruct::new(0, vec![1.0, 0.0, 0.0], Payload::default()),
PointStruct::new(1, vec![0.0, 1.0, 0.0], Payload::default()),
],
)
.wait(true),
)
.await?;
let count = client
.count(CountPointsBuilder::new(collection_name))
.await?;
assert_eq!(count.result.unwrap().count, 2);
let _search_res = client
.search_points(SearchPointsBuilder::new(
collection_name,
vec![0.8, 0.0, 0.0],
2,
))
.await?;
Ok(())
}
}