Remove Service is responsible for removing vectors indexed in the vald-agent
.
service Remove {
rpc Remove(payload.v1.Remove.Request) returns (payload.v1.Object.Location) {}
rpc RemoveByTimestamp(payload.v1.Remove.TimestampRequest) returns (payload.v1.Object.Locations) {}
rpc StreamRemove(payload.v1.Remove.Request) returns (payload.v1.Object.StreamLocation) {}
rpc MultiRemove(payload.v1.Remove.MultiRequest) returns (payload.v1.Object.Locations) {}
}
Remove RPC is the method to remove a single vector.
-
the scheme of
payload.v1.Remove.Request
message Remove.Request { Object.ID id = 1; Remove.Config config = 2; } message Object.ID { string id = 1; } message Remove.Config { bool skip_strict_exist_check = 1; int64 timestamp = 2; }
-
Remove.Request
field type label description id Object.ID The object ID to be removed. config Remove.Config The configuration of the remove request. -
Object.ID
field type label description id string -
Remove.Config
field type label description skip_strict_exist_check bool A flag to skip exist check during upsert operation. timestamp int64 Remove timestamp.
-
-
the scheme of
payload.v1.Object.Location
message Object.Location { string name = 1; string uuid = 2; repeated string ips = 3; }
-
Object.Location
field type label description name string The name of the location. uuid string The UUID of the vector. ips string repeated The IP list.
-
code | description |
---|---|
0 | OK |
1 | CANCELLED |
3 | INVALID_ARGUMENT |
4 | DEADLINE_EXCEEDED |
5 | NOT_FOUND |
10 | ABORTED |
13 | INTERNAL |
Please refer to Response Status Code for more details.
The request process may not be completed when the response code is NOT 0 (OK)
.
Here are some common reasons and how to resolve each error.
name | common reason | how to resolve |
---|---|---|
CANCELLED | Executed cancel() of rpc from client/server-side or network problems between client and server. | Check the code, especially around timeout and connection management, and fix if needed. |
INVALID_ARGUMENT | The Requested vector's ID is empty, or some request payload is invalid. | Check request payload and fix request payload. |
DEADLINE_EXCEEDED | The RPC timeout setting is too short on the client/server side. | Check the gRPC timeout setting on both the client and server sides and fix it if needed. |
NOT_FOUND | Requested ID is NOT inserted. | Send a request with an ID that is already inserted. |
INTERNAL | Target Vald cluster or network route has some critical error. | Check target Vald cluster first and check network route including ingress as second. |
RemoveByTimestamp RPC is the method to remove vectors based on timestamp.
When multiple Timestamps are provided, it results in an `AND` condition, enabling the realization of deletions with specified ranges.
This design allows for versatile deletion operations, facilitating tasks such as removing data within a specific time range.
-
the scheme of
payload.v1.Remove.TimestampRequest
message Remove.TimestampRequest { repeated Remove.Timestamp timestamps = 1; } message Remove.Timestamp { int64 timestamp = 1; Remove.Timestamp.Operator operator = 2; } enum Remove.Timestamp.Operator { Eq = 0; Ne = 1; Ge = 2; Gt = 3; Le = 4; Lt = 5; }
-
Remove.TimestampRequest
| field | type | label | description | | :---: | :--- | :---- | :---------- | | timestamps | Remove.Timestamp | repeated | The timestamp comparison list. If more than one is specified, the `AND`
search is applied. |
-
Remove.Timestamp
field type label description timestamp int64 The timestamp. operator Remove.Timestamp.Operator The conditional operator.
-
-
the scheme of
payload.v1.Object.Locations
message Object.Locations { repeated Object.Location locations = 1; } message Object.Location { string name = 1; string uuid = 2; repeated string ips = 3; }
-
Object.Locations
field type label description locations Object.Location repeated -
Object.Location
field type label description name string The name of the location. uuid string The UUID of the vector. ips string repeated The IP list.
-
code | description |
---|---|
0 | OK |
1 | CANCELLED |
4 | DEADLINE_EXCEEDED |
5 | NOT_FOUND |
13 | INTERNAL |
Please refer to Response Status Code for more details.
The request process may not be completed when the response code is NOT 0 (OK)
.
Here are some common reasons and how to resolve each error.
name | common reason | how to resolve |
---|---|---|
CANCELLED | Executed cancel() of rpc from client/server-side or network problems between client and server. | Check the code, especially around timeout and connection management, and fix if needed. |
DEADLINE_EXCEEDED | The RPC timeout setting is too short on the client/server side. | Check the gRPC timeout setting on both the client and server sides and fix it if needed. |
NOT_FOUND | No vectors in the system match the specified timestamp conditions. | Check whether vectors matching the specified timestamp conditions exist in the system, and fix conditions if needed. |
INTERNAL | Target Vald cluster or network route has some critical error. | Check target Vald cluster first and check network route including ingress as second. |
A method to remove multiple indexed vectors by bidirectional streaming.
StreamRemove RPC is the method to remove multiple vectors using the bidirectional streaming RPC.
Using the bidirectional streaming RPC, the remove request can be communicated in any order between client and server.
Each Remove request and response are independent.
It's the recommended method to remove a large number of vectors.
-
the scheme of
payload.v1.Remove.Request
message Remove.Request { Object.ID id = 1; Remove.Config config = 2; } message Object.ID { string id = 1; } message Remove.Config { bool skip_strict_exist_check = 1; int64 timestamp = 2; }
-
Remove.Request
field type label description id Object.ID The object ID to be removed. config Remove.Config The configuration of the remove request. -
Object.ID
field type label description id string -
Remove.Config
field type label description skip_strict_exist_check bool A flag to skip exist check during upsert operation. timestamp int64 Remove timestamp.
-
-
the scheme of
payload.v1.Object.StreamLocation
message Object.StreamLocation { Object.Location location = 1; google.rpc.Status status = 2; } message Object.Location { string name = 1; string uuid = 2; repeated string ips = 3; }
-
Object.StreamLocation
field type label description location Object.Location The vector location. status google.rpc.Status The RPC error status. -
Object.Location
field type label description name string The name of the location. uuid string The UUID of the vector. ips string repeated The IP list.
-
code | description |
---|---|
0 | OK |
1 | CANCELLED |
3 | INVALID_ARGUMENT |
4 | DEADLINE_EXCEEDED |
5 | NOT_FOUND |
10 | ABORTED |
13 | INTERNAL |
Please refer to Response Status Code for more details.
The request process may not be completed when the response code is NOT 0 (OK)
.
Here are some common reasons and how to resolve each error.
name | common reason | how to resolve |
---|---|---|
CANCELLED | Executed cancel() of rpc from client/server-side or network problems between client and server. | Check the code, especially around timeout and connection management, and fix if needed. |
INVALID_ARGUMENT | The Requested vector's ID is empty, or some request payload is invalid. | Check request payload and fix request payload. |
DEADLINE_EXCEEDED | The RPC timeout setting is too short on the client/server side. | Check the gRPC timeout setting on both the client and server sides and fix it if needed. |
NOT_FOUND | Requested ID is NOT inserted. | Send a request with an ID that is already inserted. |
INTERNAL | Target Vald cluster or network route has some critical error. | Check target Vald cluster first and check network route including ingress as second. |
MultiRemove is the method to remove multiple vectors in 1 request.
Please be careful that the size of the request exceeds the limit.
-
the scheme of
payload.v1.Remove.MultiRequest
message Remove.MultiRequest { repeated Remove.Request requests = 1; } message Remove.Request { Object.ID id = 1; Remove.Config config = 2; } message Object.ID { string id = 1; } message Remove.Config { bool skip_strict_exist_check = 1; int64 timestamp = 2; }
-
Remove.MultiRequest
field type label description requests Remove.Request repeated Represent the multiple remove request content. -
Remove.Request
field type label description id Object.ID The object ID to be removed. config Remove.Config The configuration of the remove request. -
Object.ID
field type label description id string -
Remove.Config
field type label description skip_strict_exist_check bool A flag to skip exist check during upsert operation. timestamp int64 Remove timestamp.
-
-
the scheme of
payload.v1.Object.Locations
message Object.Locations { repeated Object.Location locations = 1; } message Object.Location { string name = 1; string uuid = 2; repeated string ips = 3; }
-
Object.Locations
field type label description locations Object.Location repeated -
Object.Location
field type label description name string The name of the location. uuid string The UUID of the vector. ips string repeated The IP list.
-
code | description |
---|---|
0 | OK |
1 | CANCELLED |
3 | INVALID_ARGUMENT |
4 | DEADLINE_EXCEEDED |
5 | NOT_FOUND |
10 | ABORTED |
13 | INTERNAL |
Please refer to Response Status Code for more details.
The request process may not be completed when the response code is NOT 0 (OK)
.
Here are some common reasons and how to resolve each error.
name | common reason | how to resolve |
---|---|---|
CANCELLED | Executed cancel() of rpc from client/server-side or network problems between client and server. | Check the code, especially around timeout and connection management, and fix if needed. |
INVALID_ARGUMENT | The Requested vector's ID is empty, or some request payload is invalid. | Check request payload and fix request payload. |
DEADLINE_EXCEEDED | The RPC timeout setting is too short on the client/server side. | Check the gRPC timeout setting on both the client and server sides and fix it if needed. |
NOT_FOUND | Requested ID is NOT inserted. | Send a request with an ID that is already inserted. |
INTERNAL | Target Vald cluster or network route has some critical error. | Check target Vald cluster first and check network route including ingress as second. |