Add pre-checks in create index task

Signed-off-by: sunby <bingyi.sun@zilliz.com>
This commit is contained in:
sunby 2021-01-08 11:06:56 +08:00 committed by yefu.chen
parent 92b2df14ca
commit 3b68bf22f3
7 changed files with 23 additions and 58 deletions

View File

@ -34,9 +34,6 @@ IndexWrapper::IndexWrapper(const char* serialized_type_params, const char* seria
auto mode = get_config_by_name<std::string>("index_mode");
auto index_mode = mode.has_value() ? mode_map[mode.value()] : knowhere::IndexMode::MODE_CPU;
auto index_type = get_index_type();
auto metric_type = get_metric_type();
AssertInfo(!is_unsupported(index_type, metric_type), index_type + " doesn't support metric: " + metric_type);
index_ = knowhere::VecIndexFactory::GetInstance().CreateVecIndex(get_index_type(), index_mode);
Assert(index_ != nullptr);
}
@ -266,21 +263,6 @@ IndexWrapper::get_index_type() {
return type.has_value() ? type.value() : knowhere::IndexEnum::INDEX_FAISS_IVFPQ;
}
std::string
IndexWrapper::get_metric_type() {
auto type = get_config_by_name<std::string>(knowhere::Metric::TYPE);
if (type.has_value()) {
return type.value();
} else {
auto index_type = get_index_type();
if (is_in_bin_list(index_type)) {
return knowhere::Metric::JACCARD;
} else {
return knowhere::Metric::L2;
}
}
}
std::unique_ptr<IndexWrapper::QueryResult>
IndexWrapper::Query(const knowhere::DatasetPtr& dataset) {
return std::move(QueryImpl(dataset, config_));

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@ -59,9 +59,6 @@ class IndexWrapper {
std::string
get_index_type();
std::string
get_metric_type();
template <typename T>
std::optional<T>
get_config_by_name(std::string name);

View File

@ -14,7 +14,6 @@
#include <vector>
#include <string>
#include <algorithm>
#include <tuple>
#include "index/knowhere/knowhere/index/IndexType.h"
@ -58,14 +57,6 @@ Need_BuildAll_list() {
return ret;
}
std::vector<std::tuple<std::string, std::string>>
unsupported_index_combinations() {
static std::vector<std::tuple<std::string, std::string>> ret{
std::make_tuple(std::string(knowhere::IndexEnum::INDEX_FAISS_BIN_IVFFLAT), std::string(knowhere::Metric::L2)),
};
return ret;
}
template <typename T>
bool
is_in_list(const T& t, std::function<std::vector<T>()> list_func) {
@ -93,11 +84,5 @@ is_in_need_id_list(const milvus::knowhere::IndexType& index_type) {
return is_in_list<std::string>(index_type, Need_ID_List);
}
bool
is_unsupported(const milvus::knowhere::IndexType& index_type, const milvus::knowhere::MetricType& metric_type) {
return is_in_list<std::tuple<std::string, std::string>>(std::make_tuple(index_type, metric_type),
unsupported_index_combinations);
}
} // namespace indexbuilder
} // namespace milvus

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@ -14,7 +14,6 @@ package indexbuilder
import "C"
import (
"errors"
"fmt"
"strconv"
"unsafe"
@ -143,8 +142,6 @@ func (index *CIndex) Delete() error {
}
func NewCIndex(typeParams, indexParams map[string]string) (Index, error) {
fmt.Println("NNNNNNNNNNNNNNNNNNNNNNNNNNN typeParams: ", typeParams)
fmt.Println("NNNNNNNNNNNNNNNNNNNNNNNNNNN indexParams: ", indexParams)
protoTypeParams := &indexcgopb.TypeParams{
Params: make([]*commonpb.KeyValuePair, 0),
}
@ -171,14 +168,10 @@ func NewCIndex(typeParams, indexParams map[string]string) (Index, error) {
CIndex* res_index);
*/
var indexPtr C.CIndex
fmt.Println("before create index ........................................")
status := C.CreateIndex(typeParamsPointer, indexParamsPointer, &indexPtr)
fmt.Println("after create index ........................................")
errorCode := status.error_code
fmt.Println("EEEEEEEEEEEEEEEEEEEEEEEEEE error code: ", errorCode)
if errorCode != 0 {
errorMsg := C.GoString(status.error_msg)
fmt.Println("EEEEEEEEEEEEEEEEEEEEEEEEEE error msg: ", errorMsg)
defer C.free(unsafe.Pointer(status.error_msg))
return nil, errors.New(" failed, C runtime error detected, error code = " + strconv.Itoa(int(errorCode)) + ", error msg = " + errorMsg)
}

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@ -2,7 +2,6 @@ package indexbuilder
import (
"context"
"fmt"
"log"
"strconv"
"time"
@ -172,12 +171,10 @@ func (it *IndexBuildTask) Execute() error {
indexParams[key] = value
}
fmt.Println("before NewCIndex ..........................")
it.index, err = NewCIndex(typeParams, indexParams)
if err != nil {
return err
}
fmt.Println("after NewCIndex ..........................")
getKeyByPathNaive := func(path string) string {
// splitElements := strings.Split(path, "/")
@ -226,7 +223,6 @@ func (it *IndexBuildTask) Execute() error {
for _, value := range insertData.Data {
// TODO: BinaryVectorFieldData
fmt.Println("before build index ..................................")
floatVectorFieldData, fOk := value.(*storage.FloatVectorFieldData)
if fOk {
err = it.index.BuildFloatVecIndexWithoutIds(floatVectorFieldData.Data)
@ -242,15 +238,12 @@ func (it *IndexBuildTask) Execute() error {
return err
}
}
fmt.Println("after build index ..................................")
if !fOk && !bOk {
return errors.New("we expect FloatVectorFieldData or BinaryVectorFieldData")
}
fmt.Println("before serialize .............................................")
indexBlobs, err := it.index.Serialize()
fmt.Println("after serialize .............................................")
if err != nil {
return err
}

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@ -24,11 +24,6 @@ func (task *createIndexTask) Ts() (Timestamp, error) {
}
func (task *createIndexTask) Execute() error {
// modify schema
if err := task.mt.UpdateFieldIndexParams(task.req.CollectionName, task.req.FieldName, task.req.ExtraParams); err != nil {
return err
}
// check if closed segment has the same index build history
collMeta, err := task.mt.GetCollectionByName(task.req.CollectionName)
if err != nil {
return err
@ -44,6 +39,20 @@ func (task *createIndexTask) Execute() error {
return fmt.Errorf("can not find field name %s", task.req.FieldName)
}
// pre checks
isIndexable, err := task.mt.IsIndexable(collMeta.ID, fieldID)
if err != nil {
return err
}
if !isIndexable {
return fmt.Errorf("field %s is not vector", task.req.FieldName)
}
// modify schema
if err := task.mt.UpdateFieldIndexParams(task.req.CollectionName, task.req.FieldName, task.req.ExtraParams); err != nil {
return err
}
// check if closed segment has the same index build history
for _, segID := range collMeta.SegmentIDs {
segMeta, err := task.mt.GetSegmentByID(segID)
if err != nil {

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@ -488,7 +488,9 @@ func TestProxy_CreateIndex(t *testing.T) {
go func(group *sync.WaitGroup) {
defer group.Done()
createCollection(t, collName)
createIndex(t, collName, fieldName)
if i%2 == 0 {
createIndex(t, collName, fieldName)
}
dropCollection(t, collName)
// dropIndex(t, collectionName, fieldName, indexName)
}(&wg)
@ -510,7 +512,9 @@ func TestProxy_DescribeIndex(t *testing.T) {
go func(group *sync.WaitGroup) {
defer group.Done()
createCollection(t, collName)
createIndex(t, collName, fieldName)
if i%2 == 0 {
createIndex(t, collName, fieldName)
}
req := &servicepb.DescribeIndexRequest{
CollectionName: collName,
FieldName: fieldName,
@ -539,7 +543,9 @@ func TestProxy_DescribeIndexProgress(t *testing.T) {
go func(group *sync.WaitGroup) {
defer group.Done()
createCollection(t, collName)
createIndex(t, collName, fieldName)
if i%2 == 0 {
createIndex(t, collName, fieldName)
}
req := &servicepb.DescribeIndexProgressRequest{
CollectionName: collName,
FieldName: fieldName,