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fix: [2.5]fix the garbage cleanup logic of jsonkey stats && improve json key stats filer (#40039) 

fix: fix the garbage collection cleanup logic of jsonkey stats &&
improve json key stats filer
issue: https://github.com/milvus-io/milvus/issues/36995
https://github.com/milvus-io/milvus/issues/40034
https://github.com/milvus-io/milvus/issues/40041
https://github.com/milvus-io/milvus/issues/40106
https://github.com/milvus-io/milvus/issues/40138
pr: https://github.com/milvus-io/milvus/pull/38039

---------

Signed-off-by: Xianhui.Lin <xianhui.lin@zilliz.com>
pull/40186/head
Xianhui Lin 2025-03-13 20:18:10 +08:00 committed by GitHub
parent f6c4ad52f0
commit f5e9dea2aa
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
51 changed files with 4565 additions and 2819 deletions
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7
configs/milvus.yaml
View File

@ -416,8 +416,7 @@ queryNode:
buildParallelRate: 0.5 # the ratio of building interim index parallel matched with cpu num
multipleChunkedEnable: true # Enable multiple chunked search
knowhereScoreConsistency: false # Enable knowhere strong consistency score computation logic
jsonIndexMemoryBudgetInTantivy: 16 # the memory budget for the JSON index In Tantivy
jsonIndexCommitInterval: 200 # the commit interval for the JSON index to commit
jsonKeyStatsCommitInterval: 200 # the commit interval for the JSON key Stats to commit
loadMemoryUsageFactor: 1 # The multiply factor of calculating the memory usage while loading segments
enableDisk: false # enable querynode load disk index, and search on disk index
maxDiskUsagePercentage: 95
@ -639,6 +638,10 @@ dataCoord:
clusteringCompactionUsage: 16 # slot usage of clustering compaction job.
mixCompactionUsage: 8 # slot usage of mix compaction job.
l0DeleteCompactionUsage: 8 # slot usage of l0 compaction job.
jsonStatsTriggerCount: 10 # jsonkey stats task count per trigger
jsonStatsTriggerInterval: 10 # jsonkey task interval per trigger
segcore:
jsonKeyStatsMemoryBudgetInTantivy: 16777216 # the memory budget for the JSON index In Tantivy, the unit is bytes
ip: # TCP/IP address of dataCoord. If not specified, use the first unicastable address
port: 13333 # TCP port of dataCoord
grpc:

26
internal/core/src/common/Common.cpp
View File

@ -29,9 +29,8 @@ int64_t LOW_PRIORITY_THREAD_CORE_COEFFICIENT =
int CPU_NUM = DEFAULT_CPU_NUM;
int64_t EXEC_EVAL_EXPR_BATCH_SIZE = DEFAULT_EXEC_EVAL_EXPR_BATCH_SIZE;
int64_t JSON_INDEX_MEMORY_BUDGET = DEFAULT_JSON_INDEX_MEMORY_BUDGET;
int64_t JSON_INDEX_COMMIT_INTERVAL = DEFAULT_JSON_INDEX_COMMIT_INTERVAL;
bool JSON_INDEX_ENABLED = DEFAULT_JSON_INDEX_ENABLED;
int64_t JSON_KEY_STATS_COMMIT_INTERVAL = DEFAULT_JSON_KEY_STATS_COMMIT_INTERVAL;
bool JSON_KEY_STATS_ENABLED = DEFAULT_JSON_KEY_STATS_ENABLED;
void
SetIndexSliceSize(const int64_t size) {
@ -72,23 +71,16 @@ SetCpuNum(const int num) {
}
void
SetDefaultJSONKeyIndexMemoryBudget(int64_t val) {
JSON_INDEX_MEMORY_BUDGET = val;
LOG_INFO("set default json key index memory budget: {}",
JSON_INDEX_MEMORY_BUDGET);
SetDefaultJSONKeyStatsCommitInterval(int64_t val) {
JSON_KEY_STATS_COMMIT_INTERVAL = val;
LOG_INFO("set default json key Stats commit interval: {}",
JSON_KEY_STATS_COMMIT_INTERVAL);
}
void
SetDefaultJSONKeyIndexCommitInterval(int64_t val) {
JSON_INDEX_COMMIT_INTERVAL = val;
LOG_INFO("set default json key index commit interval: {}",
JSON_INDEX_COMMIT_INTERVAL);
}
void
SetDefaultJSONKeyIndexEnable(bool val) {
JSON_INDEX_ENABLED = val;
LOG_INFO("set default json key index enable: {}", JSON_INDEX_ENABLED);
SetDefaultJSONKeyStatsEnable(bool val) {
JSON_KEY_STATS_ENABLED = val;
LOG_INFO("set default json key index enable: {}", JSON_KEY_STATS_ENABLED);
}
} // namespace milvus

12
internal/core/src/common/Common.h
View File

@ -29,9 +29,8 @@ extern int64_t MIDDLE_PRIORITY_THREAD_CORE_COEFFICIENT;
extern int64_t LOW_PRIORITY_THREAD_CORE_COEFFICIENT;
extern int CPU_NUM;
extern int64_t EXEC_EVAL_EXPR_BATCH_SIZE;
extern int64_t JSON_INDEX_MEMORY_BUDGET;
extern int64_t JSON_INDEX_COMMIT_INTERVAL;
extern bool JSON_INDEX_ENABLED;
extern int64_t JSON_KEY_STATS_COMMIT_INTERVAL;
extern bool JSON_KEY_STATS_ENABLED;
void
SetIndexSliceSize(const int64_t size);
@ -51,13 +50,10 @@ void
SetDefaultExecEvalExprBatchSize(int64_t val);
void
SetDefaultJSONKeyIndexMemoryBudget(int64_t val);
SetDefaultJSONKeyStatsCommitInterval(int64_t val);
void
SetDefaultJSONKeyIndexCommitInterval(int64_t val);
void
SetDefaultJSONKeyIndexEnable(bool val);
SetDefaultJSONKeyStatsEnable(bool val);
struct BufferView {
struct Element {

4
internal/core/src/common/Consts.h
View File

@ -79,8 +79,8 @@ const int64_t DEFAULT_HYBRID_INDEX_BITMAP_CARDINALITY_LIMIT = 100;
const size_t MARISA_NULL_KEY_ID = -1;
const int64_t DEFAULT_JSON_INDEX_MEMORY_BUDGET = 16777216; // bytes, 16MB
const int64_t DEFAULT_JSON_INDEX_COMMIT_INTERVAL = 200;
const bool DEFAULT_JSON_INDEX_ENABLED = true;
const std::string JSON_CAST_TYPE = "json_cast_type";
const std::string JSON_PATH = "json_path";
const bool DEFAULT_JSON_KEY_STATS_ENABLED = false;
const int64_t DEFAULT_JSON_KEY_STATS_COMMIT_INTERVAL = 200;

2
internal/core/src/common/FieldMeta.cpp
View File

@ -40,7 +40,7 @@ FieldMeta::enable_match() const {
bool
FieldMeta::enable_jsonIndex() const {
return IsJsonDataType(type_) && JSON_INDEX_ENABLED;
return IsJsonDataType(type_) && JSON_KEY_STATS_ENABLED;
}
bool

5
internal/core/src/common/Json.h
View File

@ -244,6 +244,11 @@ class Json {
return doc(offset, length).get<T>();
}
std::string_view
at_string(uint16_t offset, uint16_t length) const {
return std::string_view(data_.data() + offset, length);
}
value_result<simdjson::dom::array>
array_at(uint16_t offset, uint16_t length) const {
return dom_doc(offset, length).get_array();

16
internal/core/src/common/init_c.cpp
View File

@ -79,26 +79,18 @@ InitDefaultExprEvalBatchSize(int64_t val) {
}
void
InitDefaultJSONKeyIndexMemoryBudget(int64_t val) {
std::call_once(
flag7,
[](int val) { milvus::SetDefaultJSONKeyIndexMemoryBudget(val); },
val);
}
void
InitDefaultJSONKeyIndexCommitInterval(int64_t val) {
InitDefaultJSONKeyStatsCommitInterval(int64_t val) {
std::call_once(
flag8,
[](int val) { milvus::SetDefaultJSONKeyIndexCommitInterval(val); },
[](int val) { milvus::SetDefaultJSONKeyStatsCommitInterval(val); },
val);
}
void
InitDefaultJSONKeyIndexEnable(bool val) {
InitDefaultJSONKeyStatsEnable(bool val) {
std::call_once(
flag9,
[](bool val) { milvus::SetDefaultJSONKeyIndexEnable(val); },
[](bool val) { milvus::SetDefaultJSONKeyStatsEnable(val); },
val);
}

7
internal/core/src/common/init_c.h
View File

@ -49,13 +49,10 @@ void
SetTrace(CTraceConfig* config);
void
InitDefaultJSONKeyIndexMemoryBudget(int64_t val);
InitDefaultJSONKeyStatsCommitInterval(int64_t val);
void
InitDefaultJSONKeyIndexCommitInterval(int64_t val);
void
InitDefaultJSONKeyIndexEnable(bool val);
InitDefaultJSONKeyStatsEnable(bool val);
#ifdef __cplusplus
};

179
internal/core/src/exec/expression/BinaryRangeExpr.cpp
View File

@ -481,6 +481,57 @@ PhyBinaryRangeFilterExpr::ExecRangeVisitorImplForJsonForIndex() {
} \
return (cmp); \
} while (false)
#define BinaryRangeJSONTypeCompare(cmp) \
do { \
if (type == uint8_t(milvus::index::JSONType::STRING)) { \
if constexpr (std::is_same_v<GetType, std::string_view>) { \
auto val = json.at_string(offset, size); \
return (cmp); \
} else { \
return false; \
} \
} else if (type == uint8_t(milvus::index::JSONType::DOUBLE)) { \
if constexpr (std::is_same_v<GetType, double>) { \
auto val = \
std::stod(std::string(json.at_string(offset, size))); \
return (cmp); \
} else { \
return false; \
} \
} else if (type == uint8_t(milvus::index::JSONType::INT64)) { \
if constexpr (std::is_same_v<GetType, int64_t>) { \
auto val = \
std::stoll(std::string(json.at_string(offset, size))); \
return (cmp); \
} else { \
return false; \
} \
} \
} while (false)
#define BinaryRangeJSONTypeCompareWithValue(cmp) \
do { \
if constexpr (std::is_same_v<GetType, int64_t>) { \
if (type == uint8_t(milvus::index::JSONType::FLOAT)) { \
float val = *reinterpret_cast<float*>(&value); \
return (cmp); \
} else { \
int64_t val = value; \
return (cmp); \
} \
} else if constexpr (std::is_same_v<GetType, double>) { \
if (type == uint8_t(milvus::index::JSONType::FLOAT)) { \
float val = *reinterpret_cast<float*>(&value); \
return (cmp); \
} else { \
int64_t val = value; \
return (cmp); \
} \
} else if constexpr (std::is_same_v<GetType, bool>) { \
bool val = *reinterpret_cast<bool*>(&value); \
return (cmp); \
} \
} while (false)
bool lower_inclusive = expr_->lower_inclusive_;
bool upper_inclusive = expr_->upper_inclusive_;
ValueType val1 = GetValueFromProto<ValueType>(expr_->lower_val_);
@ -496,9 +547,82 @@ PhyBinaryRangeFilterExpr::ExecRangeVisitorImplForJsonForIndex() {
auto field_id = expr_->column_.field_id_;
auto* index = segment->GetJsonKeyIndex(field_id);
Assert(index != nullptr);
auto filter_func =
[segment, &field_id, val1, val2, lower_inclusive, upper_inclusive](
uint32_t row_id, uint16_t offset, uint16_t size) {
auto filter_func = [segment,
&field_id,
val1,
val2,
lower_inclusive,
upper_inclusive](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size,
uint32_t value) {
if (valid) {
if constexpr (std::is_same_v<GetType, int64_t>) {
if (type != uint8_t(milvus::index::JSONType::INT32) &&
type != uint8_t(milvus::index::JSONType::INT64) &&
type != uint8_t(milvus::index::JSONType::FLOAT) &&
type != uint8_t(milvus::index::JSONType::DOUBLE)) {
return false;
}
} else if constexpr (std::is_same_v<GetType,
std::string_view>) {
if (type != uint8_t(milvus::index::JSONType::STRING) &&
type !=
uint8_t(milvus::index::JSONType::STRING_ESCAPE)) {
return false;
}
} else if constexpr (std::is_same_v<GetType, double>) {
if (type != uint8_t(milvus::index::JSONType::INT32) &&
type != uint8_t(milvus::index::JSONType::INT64) &&
type != uint8_t(milvus::index::JSONType::FLOAT) &&
type != uint8_t(milvus::index::JSONType::DOUBLE)) {
return false;
}
} else if constexpr (std::is_same_v<GetType, bool>) {
if (type != uint8_t(milvus::index::JSONType::BOOL)) {
return false;
}
}
if (lower_inclusive && upper_inclusive) {
if (type == uint8_t(milvus::index::JSONType::FLOAT)) {
BinaryRangeJSONTypeCompareWithValue(
static_cast<float>(val1) <= val &&
val <= static_cast<float>(val2));
} else {
BinaryRangeJSONTypeCompareWithValue(val1 <= val &&
val <= val2);
}
} else if (lower_inclusive && !upper_inclusive) {
if (type == uint8_t(milvus::index::JSONType::FLOAT)) {
BinaryRangeJSONTypeCompareWithValue(
static_cast<float>(val1) <= val &&
val < static_cast<float>(val2));
} else {
BinaryRangeJSONTypeCompareWithValue(val1 <= val &&
val < val2);
}
} else if (!lower_inclusive && upper_inclusive) {
if (type == uint8_t(milvus::index::JSONType::FLOAT)) {
BinaryRangeJSONTypeCompareWithValue(
static_cast<float>(val1) < val &&
val <= static_cast<float>(val2));
} else {
BinaryRangeJSONTypeCompareWithValue(val1 < val &&
val <= val2);
}
} else {
if (type == uint8_t(milvus::index::JSONType::FLOAT)) {
BinaryRangeJSONTypeCompareWithValue(
static_cast<float>(val1) < val &&
val < static_cast<float>(val2));
} else {
BinaryRangeJSONTypeCompareWithValue(val1 < val &&
val < val2);
}
}
} else {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
return false;
@ -506,21 +630,48 @@ PhyBinaryRangeFilterExpr::ExecRangeVisitorImplForJsonForIndex() {
auto json = milvus::Json(json_pair.first.data(),
json_pair.first.size());
if (lower_inclusive && upper_inclusive) {
BinaryRangeJSONIndexCompare(val1 <=
ValueType(val.value()) &&
ValueType(val.value()) <= val2);
if (type == uint8_t(milvus::index::JSONType::STRING) ||
type == uint8_t(milvus::index::JSONType::DOUBLE) ||
type == uint8_t(milvus::index::JSONType::INT64)) {
BinaryRangeJSONTypeCompare(val1 <= val && val <= val2);
} else {
BinaryRangeJSONIndexCompare(
val1 <= ValueType(val.value()) &&
ValueType(val.value()) <= val2);
}
} else if (lower_inclusive && !upper_inclusive) {
BinaryRangeJSONIndexCompare(val1 <=
ValueType(val.value()) &&
ValueType(val.value()) < val2);
if (type == uint8_t(milvus::index::JSONType::STRING) ||
type == uint8_t(milvus::index::JSONType::DOUBLE) ||
type == uint8_t(milvus::index::JSONType::INT64)) {
BinaryRangeJSONTypeCompare(val1 <= val && val < val2);
} else {
BinaryRangeJSONIndexCompare(
val1 <= ValueType(val.value()) &&
ValueType(val.value()) < val2);
}
} else if (!lower_inclusive && upper_inclusive) {
BinaryRangeJSONIndexCompare(val1 < ValueType(val.value()) &&
ValueType(val.value()) <= val2);
if (type == uint8_t(milvus::index::JSONType::STRING) ||
type == uint8_t(milvus::index::JSONType::DOUBLE) ||
type == uint8_t(milvus::index::JSONType::INT64)) {
BinaryRangeJSONTypeCompare(val1 < val && val <= val2);
} else {
BinaryRangeJSONIndexCompare(
val1 < ValueType(val.value()) &&
ValueType(val.value()) <= val2);
}
} else {
BinaryRangeJSONIndexCompare(val1 < ValueType(val.value()) &&
ValueType(val.value()) < val2);
if (type == uint8_t(milvus::index::JSONType::STRING) ||
type == uint8_t(milvus::index::JSONType::DOUBLE) ||
type == uint8_t(milvus::index::JSONType::INT64)) {
BinaryRangeJSONTypeCompare(val1 < val && val < val2);
} else {
BinaryRangeJSONIndexCompare(
val1 < ValueType(val.value()) &&
ValueType(val.value()) < val2);
}
}
};
}
};
bool is_growing = segment_->type() == SegmentType::Growing;
bool is_strong_consistency = consistency_level_ == 0;
cached_index_chunk_res_ = index

7
internal/core/src/exec/expression/ExistsExpr.cpp
View File

@ -117,9 +117,12 @@ PhyExistsFilterExpr::EvalJsonExistsForDataSegmentForIndex() {
auto field_id = expr_->column_.field_id_;
auto* index = segment->GetJsonKeyIndex(field_id);
Assert(index != nullptr);
auto filter_func = [segment, field_id, pointer](uint32_t row_id,
auto filter_func = [segment, field_id, pointer](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
uint16_t size,
uint32_t value) {
return true;
};
bool is_growing = segment_->type() == SegmentType::Growing;

482
internal/core/src/exec/expression/JsonContainsExpr.cpp
View File

@ -367,30 +367,37 @@ PhyJsonContainsFilterExpr::ExecJsonContainsByKeyIndex() {
auto field_id = expr_->column_.field_id_;
auto* index = segment->GetJsonKeyIndex(field_id);
Assert(index != nullptr);
auto filter_func = [this, segment, &field_id](uint32_t row_id,
auto filter_func = [this, segment, &field_id](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
uint16_t size,
uint32_t value) {
if (valid) {
return false;
}
auto json =
milvus::Json(json_pair.first.data(), json_pair.first.size());
auto array = json.array_at(offset, size);
} else {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
return false;
}
auto json = milvus::Json(json_pair.first.data(),
json_pair.first.size());
auto array = json.array_at(offset, size);
if (array.error()) {
if (array.error()) {
return false;
}
for (auto&& it : array) {
auto val = it.template get<GetType>();
if (val.error()) {
continue;
}
if (this->arg_set_->In(val.value())) {
return true;
}
}
return false;
}
for (auto&& it : array) {
auto val = it.template get<GetType>();
if (val.error()) {
continue;
}
if (this->arg_set_->In(val.value())) {
return true;
}
}
return false;
};
bool is_growing = segment_->type() == SegmentType::Growing;
bool is_strong_consistency = consistency_level_ == 0;
@ -535,31 +542,38 @@ PhyJsonContainsFilterExpr::ExecJsonContainsArrayByKeyIndex() {
auto field_id = expr_->column_.field_id_;
auto* index = segment->GetJsonKeyIndex(field_id);
Assert(index != nullptr);
auto filter_func = [segment, &elements, &field_id](uint32_t row_id,
auto filter_func = [segment, &elements, &field_id](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
uint16_t size,
uint32_t value) {
if (valid) {
return false;
}
auto json =
milvus::Json(json_pair.first.data(), json_pair.first.size());
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
for (auto&& it : array) {
auto val = it.get_array();
if (val.error()) {
continue;
} else {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
return false;
}
for (auto const& element : elements) {
if (CompareTwoJsonArray(val, element)) {
return true;
auto json = milvus::Json(json_pair.first.data(),
json_pair.first.size());
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
for (auto&& it : array) {
auto val = it.get_array();
if (val.error()) {
continue;
}
for (auto const& element : elements) {
if (CompareTwoJsonArray(val, element)) {
return true;
}
}
}
return false;
}
return false;
};
bool is_growing = segment_->type() == SegmentType::Growing;
bool is_strong_consistency = consistency_level_ == 0;
@ -790,31 +804,38 @@ PhyJsonContainsFilterExpr::ExecJsonContainsAllByKeyIndex() {
auto field_id = expr_->column_.field_id_;
auto* index = segment->GetJsonKeyIndex(field_id);
Assert(index != nullptr);
auto filter_func = [segment, &elements, &field_id](uint32_t row_id,
auto filter_func = [segment, &elements, &field_id](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
uint16_t size,
uint32_t value) {
if (valid) {
return false;
}
auto json =
milvus::Json(json_pair.first.data(), json_pair.first.size());
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
std::set<GetType> tmp_elements(elements);
for (auto&& it : array) {
auto val = it.template get<GetType>();
if (val.error()) {
continue;
} else {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
return false;
}
tmp_elements.erase(val.value());
if (tmp_elements.size() == 0) {
return true;
auto json = milvus::Json(json_pair.first.data(),
json_pair.first.size());
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
std::set<GetType> tmp_elements(elements);
for (auto&& it : array) {
auto val = it.template get<GetType>();
if (val.error()) {
continue;
}
tmp_elements.erase(val.value());
if (tmp_elements.size() == 0) {
return true;
}
}
return tmp_elements.empty();
}
return tmp_elements.empty();
};
bool is_growing = segment_->type() == SegmentType::Growing;
bool is_strong_consistency = consistency_level_ == 0;
@ -1023,89 +1044,98 @@ PhyJsonContainsFilterExpr::ExecJsonContainsAllWithDiffTypeByKeyIndex() {
auto* index = segment->GetJsonKeyIndex(field_id);
Assert(index != nullptr);
auto filter_func = [segment, &elements, &elements_index, &field_id](
bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
uint16_t size,
uint32_t value) {
if (valid) {
return false;
}
auto json =
milvus::Json(json_pair.first.data(), json_pair.first.size());
std::set<int> tmp_elements_index(elements_index);
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
for (auto&& it : array) {
int i = -1;
for (auto& element : elements) {
i++;
switch (element.val_case()) {
case proto::plan::GenericValue::kBoolVal: {
auto val = it.template get<bool>();
if (val.error()) {
continue;
} else {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
return false;
}
auto json = milvus::Json(json_pair.first.data(),
json_pair.first.size());
std::set<int> tmp_elements_index(elements_index);
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
for (auto&& it : array) {
int i = -1;
for (auto& element : elements) {
i++;
switch (element.val_case()) {
case proto::plan::GenericValue::kBoolVal: {
auto val = it.template get<bool>();
if (val.error()) {
continue;
}
if (val.value() == element.bool_val()) {
tmp_elements_index.erase(i);
}
break;
}
if (val.value() == element.bool_val()) {
tmp_elements_index.erase(i);
case proto::plan::GenericValue::kInt64Val: {
auto val = it.template get<int64_t>();
if (val.error()) {
continue;
}
if (val.value() == element.int64_val()) {
tmp_elements_index.erase(i);
}
break;
}
break;
case proto::plan::GenericValue::kFloatVal: {
auto val = it.template get<double>();
if (val.error()) {
continue;
}
if (val.value() == element.float_val()) {
tmp_elements_index.erase(i);
}
break;
}
case proto::plan::GenericValue::kStringVal: {
auto val = it.template get<std::string_view>();
if (val.error()) {
continue;
}
if (val.value() == element.string_val()) {
tmp_elements_index.erase(i);
}
break;
}
case proto::plan::GenericValue::kArrayVal: {
auto val = it.get_array();
if (val.error()) {
continue;
}
if (CompareTwoJsonArray(val,
element.array_val())) {
tmp_elements_index.erase(i);
}
break;
}
default:
PanicInfo(
DataTypeInvalid,
fmt::format("unsupported data type {}",
element.val_case()));
}
case proto::plan::GenericValue::kInt64Val: {
auto val = it.template get<int64_t>();
if (val.error()) {
continue;
}
if (val.value() == element.int64_val()) {
tmp_elements_index.erase(i);
}
break;
if (tmp_elements_index.size() == 0) {
return true;
}
case proto::plan::GenericValue::kFloatVal: {
auto val = it.template get<double>();
if (val.error()) {
continue;
}
if (val.value() == element.float_val()) {
tmp_elements_index.erase(i);
}
break;
}
case proto::plan::GenericValue::kStringVal: {
auto val = it.template get<std::string_view>();
if (val.error()) {
continue;
}
if (val.value() == element.string_val()) {
tmp_elements_index.erase(i);
}
break;
}
case proto::plan::GenericValue::kArrayVal: {
auto val = it.get_array();
if (val.error()) {
continue;
}
if (CompareTwoJsonArray(val, element.array_val())) {
tmp_elements_index.erase(i);
}
break;
}
default:
PanicInfo(DataTypeInvalid,
fmt::format("unsupported data type {}",
element.val_case()));
}
if (tmp_elements_index.size() == 0) {
return true;
}
}
if (tmp_elements_index.size() == 0) {
return true;
}
return tmp_elements_index.size() == 0;
}
return tmp_elements_index.size() == 0;
};
bool is_growing = segment_->type() == SegmentType::Growing;
bool is_strong_consistency = consistency_level_ == 0;
@ -1255,35 +1285,42 @@ PhyJsonContainsFilterExpr::ExecJsonContainsAllArrayByKeyIndex() {
auto field_id = expr_->column_.field_id_;
auto* index = segment->GetJsonKeyIndex(field_id);
Assert(index != nullptr);
auto filter_func = [segment, &elements, &field_id](uint32_t row_id,
auto filter_func = [segment, &elements, &field_id](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
uint16_t size,
uint32_t value) {
if (valid) {
return false;
}
auto json =
milvus::Json(json_pair.first.data(), json_pair.first.size());
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
std::set<int> exist_elements_index;
for (auto&& it : array) {
auto json_array = it.get_array();
if (json_array.error()) {
continue;
} else {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
return false;
}
for (int index = 0; index < elements.size(); ++index) {
if (CompareTwoJsonArray(json_array, elements[index])) {
exist_elements_index.insert(index);
auto json = milvus::Json(json_pair.first.data(),
json_pair.first.size());
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
std::set<int> exist_elements_index;
for (auto&& it : array) {
auto json_array = it.get_array();
if (json_array.error()) {
continue;
}
for (int index = 0; index < elements.size(); ++index) {
if (CompareTwoJsonArray(json_array, elements[index])) {
exist_elements_index.insert(index);
}
}
if (exist_elements_index.size() == elements.size()) {
return true;
}
}
if (exist_elements_index.size() == elements.size()) {
return true;
}
return exist_elements_index.size() == elements.size();
}
return exist_elements_index.size() == elements.size();
};
bool is_growing = segment_->type() == SegmentType::Growing;
bool is_strong_consistency = consistency_level_ == 0;
@ -1474,81 +1511,90 @@ PhyJsonContainsFilterExpr::ExecJsonContainsWithDiffTypeByKeyIndex() {
auto field_id = expr_->column_.field_id_;
auto* index = segment->GetJsonKeyIndex(field_id);
Assert(index != nullptr);
auto filter_func = [segment, &elements, &field_id](uint32_t row_id,
auto filter_func = [segment, &elements, &field_id](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
uint16_t size,
uint32_t value) {
if (valid) {
return false;
}
auto json =
milvus::Json(json_pair.first.data(), json_pair.first.size());
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
// Note: array can only be iterated once
for (auto&& it : array) {
for (auto const& element : elements) {
switch (element.val_case()) {
case proto::plan::GenericValue::kBoolVal: {
auto val = it.template get<bool>();
if (val.error()) {
continue;
} else {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
return false;
}
auto json = milvus::Json(json_pair.first.data(),
json_pair.first.size());
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
// Note: array can only be iterated once
for (auto&& it : array) {
for (auto const& element : elements) {
switch (element.val_case()) {
case proto::plan::GenericValue::kBoolVal: {
auto val = it.template get<bool>();
if (val.error()) {
continue;
}
if (val.value() == element.bool_val()) {
return true;
}
break;
}
if (val.value() == element.bool_val()) {
return true;
case proto::plan::GenericValue::kInt64Val: {
auto val = it.template get<int64_t>();
if (val.error()) {
continue;
}
if (val.value() == element.int64_val()) {
return true;
}
break;
}
break;
case proto::plan::GenericValue::kFloatVal: {
auto val = it.template get<double>();
if (val.error()) {
continue;
}
if (val.value() == element.float_val()) {
return true;
}
break;
}
case proto::plan::GenericValue::kStringVal: {
auto val = it.template get<std::string_view>();
if (val.error()) {
continue;
}
if (val.value() == element.string_val()) {
return true;
}
break;
}
case proto::plan::GenericValue::kArrayVal: {
auto val = it.get_array();
if (val.error()) {
continue;
}
if (CompareTwoJsonArray(val,
element.array_val())) {
return true;
}
break;
}
default:
PanicInfo(
DataTypeInvalid,
fmt::format("unsupported data type {}",
element.val_case()));
}
case proto::plan::GenericValue::kInt64Val: {
auto val = it.template get<int64_t>();
if (val.error()) {
continue;
}
if (val.value() == element.int64_val()) {
return true;
}
break;
}
case proto::plan::GenericValue::kFloatVal: {
auto val = it.template get<double>();
if (val.error()) {
continue;
}
if (val.value() == element.float_val()) {
return true;
}
break;
}
case proto::plan::GenericValue::kStringVal: {
auto val = it.template get<std::string_view>();
if (val.error()) {
continue;
}
if (val.value() == element.string_val()) {
return true;
}
break;
}
case proto::plan::GenericValue::kArrayVal: {
auto val = it.get_array();
if (val.error()) {
continue;
}
if (CompareTwoJsonArray(val, element.array_val())) {
return true;
}
break;
}
default:
PanicInfo(DataTypeInvalid,
fmt::format("unsupported data type {}",
element.val_case()));
}
}
return false;
}
return false;
};
bool is_growing = segment_->type() == SegmentType::Growing;
bool is_strong_consistency = consistency_level_ == 0;

97
internal/core/src/exec/expression/TermExpr.cpp
View File

@ -541,20 +541,93 @@ PhyTermFilterExpr::ExecJsonInVariableByKeyIndex() {
auto* index = segment->GetJsonKeyIndex(field_id);
Assert(index != nullptr);
auto filter_func = [this, segment, &field_id](uint32_t row_id,
auto filter_func = [this, segment, &field_id](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
return false;
uint16_t size,
uint32_t value) {
if (valid) {
if constexpr (std::is_same_v<GetType, int64_t>) {
if (type != uint8_t(milvus::index::JSONType::INT32) &&
type != uint8_t(milvus::index::JSONType::INT64) &&
type != uint8_t(milvus::index::JSONType::FLOAT) &&
type != uint8_t(milvus::index::JSONType::DOUBLE)) {
return false;
}
} else if constexpr (std::is_same_v<GetType,
std::string_view>) {
if (type != uint8_t(milvus::index::JSONType::STRING) &&
type !=
uint8_t(milvus::index::JSONType::STRING_ESCAPE)) {
return false;
}
} else if constexpr (std::is_same_v<GetType, double>) {
if (type != uint8_t(milvus::index::JSONType::INT32) &&
type != uint8_t(milvus::index::JSONType::INT64) &&
type != uint8_t(milvus::index::JSONType::FLOAT) &&
type != uint8_t(milvus::index::JSONType::DOUBLE)) {
return false;
}
} else if constexpr (std::is_same_v<GetType, bool>) {
if (type != uint8_t(milvus::index::JSONType::BOOL)) {
return false;
}
}
if constexpr (std::is_same_v<GetType, int64_t>) {
return this->arg_set_->In(value);
} else if constexpr (std::is_same_v<GetType, double>) {
float restoredValue = *reinterpret_cast<float*>(&value);
return this->arg_set_->In(restoredValue);
} else if constexpr (std::is_same_v<GetType, bool>) {
bool restoredValue = *reinterpret_cast<bool*>(&value);
return this->arg_set_->In(restoredValue);
}
} else {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
return false;
}
auto json = milvus::Json(json_pair.first.data(),
json_pair.first.size());
if (type == uint8_t(milvus::index::JSONType::STRING) ||
type == uint8_t(milvus::index::JSONType::DOUBLE) ||
type == uint8_t(milvus::index::JSONType::INT64)) {
if (type == uint8_t(milvus::index::JSONType::STRING)) {
if constexpr (std::is_same_v<GetType,
std::string_view>) {
auto val = json.at_string(offset, size);
return this->arg_set_->In(ValueType(val));
} else {
return false;
}
} else if (type ==
uint8_t(milvus::index::JSONType::DOUBLE)) {
if constexpr (std::is_same_v<GetType, double>) {
auto val = std::stod(
std::string(json.at_string(offset, size)));
return this->arg_set_->In(ValueType(val));
} else {
return false;
}
} else if (type ==
uint8_t(milvus::index::JSONType::INT64)) {
if constexpr (std::is_same_v<GetType, int64_t>) {
auto val = std::stoll(
std::string(json.at_string(offset, size)));
return this->arg_set_->In(ValueType(val));
} else {
return false;
}
}
} else {
auto val = json.at<GetType>(offset, size);
if (val.error()) {
return false;
}
return this->arg_set_->In(ValueType(val.value()));
}
}
auto json =
milvus::Json(json_pair.first.data(), json_pair.first.size());
auto val = json.at<GetType>(offset, size);
if (val.error()) {
return false;
}
return this->arg_set_->In(ValueType(val.value()));
};
bool is_growing = segment_->type() == SegmentType::Growing;
bool is_strong_consistency = consistency_level_ == 0;

585
internal/core/src/exec/expression/UnaryExpr.cpp
View File

@ -24,7 +24,6 @@
namespace milvus {
namespace exec {
template <typename T>
bool
PhyUnaryRangeFilterExpr::CanUseIndexForArray() {
@ -878,24 +877,92 @@ PhyUnaryRangeFilterExpr::ExecRangeVisitorImplJsonForIndex() {
return (cmp); \
} while (false)
#define UnaryRangeJSONIndexCompareWithArrayIndex(cmp) \
do { \
auto array = json.array_at(offset, size); \
if (array.error()) { \
return false; \
} \
auto value = array.at_pointer(arrayIndex); \
if (value.error()) { \
return false; \
} \
auto x = value.get<GetType>(); \
if (x.error()) { \
if constexpr (std::is_same_v<GetType, int64_t>) { \
auto x = value.get<double>(); \
return !x.error() && (cmp); \
} \
} \
return (cmp); \
#define UnaryJSONTypeCompare(cmp) \
do { \
if (type == uint8_t(milvus::index::JSONType::STRING)) { \
if constexpr (std::is_same_v<GetType, std::string_view>) { \
auto x = json.at_string(offset, size); \
return (cmp); \
} else { \
return false; \
} \
} else if (type == uint8_t(milvus::index::JSONType::DOUBLE)) { \
if constexpr (std::is_same_v<GetType, double>) { \
auto x = std::stod(std::string(json.at_string(offset, size))); \
return (cmp); \
} else { \
return false; \
} \
} else if (type == uint8_t(milvus::index::JSONType::INT64)) { \
if constexpr (std::is_same_v<GetType, int64_t>) { \
auto x = \
std::stoll(std::string(json.at_string(offset, size))); \
return (cmp); \
} else { \
return false; \
} \
} \
} while (false)
#define UnaryJSONTypeCompareWithValue(cmp) \
do { \
if constexpr (std::is_same_v<GetType, int64_t>) { \
if (type == uint8_t(milvus::index::JSONType::FLOAT)) { \
float x = *reinterpret_cast<float*>(&value); \
return (cmp); \
} else { \
int64_t x = value; \
return (cmp); \
} \
} else if constexpr (std::is_same_v<GetType, double>) { \
if (type == uint8_t(milvus::index::JSONType::FLOAT)) { \
float x = *reinterpret_cast<float*>(&value); \
return (cmp); \
} else { \
int64_t x = value; \
return (cmp); \
} \
} else if constexpr (std::is_same_v<GetType, bool>) { \
bool x = *reinterpret_cast<bool*>(&value); \
return (cmp); \
} \
} while (false)
#define UnaryRangeJSONIndexCompareWithArrayIndex(cmp) \
do { \
if (type != uint8_t(milvus::index::JSONType::UNKNOWN)) { \
return false; \
} \
auto array = json.array_at(offset, size); \
if (array.error()) { \
return false; \
} \
auto value = array.at_pointer(arrayIndex); \
if (value.error()) { \
return false; \
} \
if constexpr (std::is_same_v<GetType, int64_t> || \
std::is_same_v<GetType, double>) { \
if (!value.is_number()) { \
return false; \
} \
} else if constexpr (std::is_same_v<GetType, std::string_view>) { \
if (!value.is_string()) { \
return false; \
} \
} else if constexpr (std::is_same_v<GetType, bool>) { \
if (!value.is_bool()) { \
return false; \
} \
} \
auto x = value.get<GetType>(); \
if (x.error()) { \
if constexpr (std::is_same_v<GetType, int64_t>) { \
auto x = value.get<double>(); \
return !x.error() && (cmp); \
} \
} \
return (cmp); \
} while (false)
#define UnaryRangeJSONIndexCompareNotEqual(cmp) \
@ -910,28 +977,43 @@ PhyUnaryRangeFilterExpr::ExecRangeVisitorImplJsonForIndex() {
} \
return (cmp); \
} while (false)
#define UnaryRangeJSONIndexCompareNotEqualWithArrayIndex(cmp) \
do { \
auto array = json.array_at(offset, size); \
if (array.error()) { \
return false; \
} \
auto value = array.at_pointer(arrayIndex); \
if (value.error()) { \
return false; \
} \
auto x = value.get<GetType>(); \
if (x.error()) { \
if constexpr (std::is_same_v<GetType, int64_t>) { \
auto x = value.get<double>(); \
return x.error() || (cmp); \
} \
} \
return (cmp); \
#define UnaryRangeJSONIndexCompareNotEqualWithArrayIndex(cmp) \
do { \
auto array = json.array_at(offset, size); \
if (array.error()) { \
return false; \
} \
auto value = array.at_pointer(arrayIndex); \
if (value.error()) { \
return false; \
} \
if constexpr (std::is_same_v<GetType, int64_t> || \
std::is_same_v<GetType, double>) { \
if (!value.is_number()) { \
return false; \
} \
} else if constexpr (std::is_same_v<GetType, std::string_view>) { \
if (!value.is_string()) { \
return false; \
} \
} else if constexpr (std::is_same_v<GetType, bool>) { \
if (!value.is_bool()) { \
return false; \
} \
} \
auto x = value.get<GetType>(); \
if (x.error()) { \
if constexpr (std::is_same_v<GetType, int64_t>) { \
auto x = value.get<double>(); \
return x.error() || (cmp); \
} \
} \
return (cmp); \
} while (false)
ExprValueType val = GetValueFromProto<ExprValueType>(expr_->val_);
auto op_type = expr_->op_type_;
if (cached_index_chunk_id_ != 0) {
const segcore::SegmentInternalInterface* segment = nullptr;
if (segment_->type() == SegmentType::Growing) {
@ -949,127 +1031,318 @@ PhyUnaryRangeFilterExpr::ExecRangeVisitorImplJsonForIndex() {
op_type,
val,
arrayIndex,
pointer](uint32_t row_id,
pointer](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
return false;
}
auto json =
milvus::Json(json_pair.first.data(), json_pair.first.size());
switch (op_type) {
case proto::plan::GreaterThan:
if constexpr (std::is_same_v<GetType, proto::plan::Array>) {
return false;
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
ExprValueType(x.value()) > val);
} else {
UnaryRangeJSONIndexCompare(
ExprValueType(x.value()) > val);
}
}
case proto::plan::GreaterEqual:
if constexpr (std::is_same_v<GetType, proto::plan::Array>) {
return false;
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
ExprValueType(x.value()) >= val);
} else {
UnaryRangeJSONIndexCompare(
ExprValueType(x.value()) >= val);
}
}
case proto::plan::LessThan:
if constexpr (std::is_same_v<GetType, proto::plan::Array>) {
return false;
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
ExprValueType(x.value()) < val);
} else {
UnaryRangeJSONIndexCompare(
ExprValueType(x.value()) < val);
}
}
case proto::plan::LessEqual:
if constexpr (std::is_same_v<GetType, proto::plan::Array>) {
return false;
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
ExprValueType(x.value()) <= val);
} else {
UnaryRangeJSONIndexCompare(
ExprValueType(x.value()) <= val);
}
}
case proto::plan::Equal:
if constexpr (std::is_same_v<GetType, proto::plan::Array>) {
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
return CompareTwoJsonArray(array.value(), val);
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
ExprValueType(x.value()) == val);
} else {
UnaryRangeJSONIndexCompare(
ExprValueType(x.value()) == val);
}
}
case proto::plan::NotEqual:
if constexpr (std::is_same_v<GetType, proto::plan::Array>) {
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
return !CompareTwoJsonArray(array.value(), val);
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareNotEqualWithArrayIndex(
ExprValueType(x.value()) != val);
} else {
UnaryRangeJSONIndexCompareNotEqual(
ExprValueType(x.value()) != val);
}
}
case proto::plan::PrefixMatch:
if constexpr (std::is_same_v<GetType, proto::plan::Array>) {
return false;
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
milvus::query::Match(
ExprValueType(x.value()), val, op_type));
} else {
UnaryRangeJSONIndexCompare(milvus::query::Match(
ExprValueType(x.value()), val, op_type));
}
}
case proto::plan::Match:
if constexpr (std::is_same_v<GetType, proto::plan::Array>) {
return false;
} else {
PatternMatchTranslator translator;
auto regex_pattern = translator(val);
RegexMatcher matcher(regex_pattern);
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
matcher(ExprValueType(x.value())));
} else {
UnaryRangeJSONIndexCompare(
matcher(ExprValueType(x.value())));
}
}
default:
uint16_t size,
uint32_t value) {
if (valid) {
if (type == uint8_t(milvus::index::JSONType::UNKNOWN) ||
!arrayIndex.empty()) {
return false;
}
if constexpr (std::is_same_v<GetType, int64_t>) {
if (type != uint8_t(milvus::index::JSONType::INT32) &&
type != uint8_t(milvus::index::JSONType::INT64) &&
type != uint8_t(milvus::index::JSONType::FLOAT) &&
type != uint8_t(milvus::index::JSONType::DOUBLE)) {
return false;
}
} else if constexpr (std::is_same_v<GetType,
std::string_view>) {
if (type != uint8_t(milvus::index::JSONType::STRING) &&
type !=
uint8_t(milvus::index::JSONType::STRING_ESCAPE)) {
return false;
}
} else if constexpr (std::is_same_v<GetType, double>) {
if (type != uint8_t(milvus::index::JSONType::INT32) &&
type != uint8_t(milvus::index::JSONType::INT64) &&
type != uint8_t(milvus::index::JSONType::FLOAT) &&
type != uint8_t(milvus::index::JSONType::DOUBLE)) {
return false;
}
} else if constexpr (std::is_same_v<GetType, bool>) {
if (type != uint8_t(milvus::index::JSONType::BOOL)) {
return false;
}
}
switch (op_type) {
case proto::plan::GreaterThan:
if (type == uint8_t(milvus::index::JSONType::FLOAT)) {
UnaryJSONTypeCompareWithValue(
x > static_cast<float>(val));
} else {
UnaryJSONTypeCompareWithValue(x > val);
}
case proto::plan::GreaterEqual:
if (type == uint8_t(milvus::index::JSONType::FLOAT)) {
UnaryJSONTypeCompareWithValue(
x >= static_cast<float>(val));
} else {
UnaryJSONTypeCompareWithValue(x >= val);
}
case proto::plan::LessThan:
if (type == uint8_t(milvus::index::JSONType::FLOAT)) {
UnaryJSONTypeCompareWithValue(
x < static_cast<float>(val));
} else {
UnaryJSONTypeCompareWithValue(x < val);
}
case proto::plan::LessEqual:
if (type == uint8_t(milvus::index::JSONType::FLOAT)) {
UnaryJSONTypeCompareWithValue(
x <= static_cast<float>(val));
} else {
UnaryJSONTypeCompareWithValue(x <= val);
}
case proto::plan::Equal:
if (type == uint8_t(milvus::index::JSONType::FLOAT)) {
UnaryJSONTypeCompareWithValue(
x == static_cast<float>(val));
} else {
UnaryJSONTypeCompareWithValue(x == val);
}
case proto::plan::NotEqual:
if (type == uint8_t(milvus::index::JSONType::FLOAT)) {
UnaryJSONTypeCompareWithValue(
x != static_cast<float>(val));
} else {
UnaryJSONTypeCompareWithValue(x != val);
}
case proto::plan::PrefixMatch:
case proto::plan::Match:
default:
return false;
}
} else {
auto json_pair = segment->GetJsonData(field_id, row_id);
if (!json_pair.second) {
return false;
}
auto json = milvus::Json(json_pair.first.data(),
json_pair.first.size());
switch (op_type) {
case proto::plan::GreaterThan:
if constexpr (std::is_same_v<GetType,
proto::plan::Array>) {
return false;
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
ExprValueType(x.value()) > val);
} else {
if (type ==
uint8_t(
milvus::index::JSONType::STRING) ||
type ==
uint8_t(
milvus::index::JSONType::DOUBLE) ||
type ==
uint8_t(
milvus::index::JSONType::INT64)) {
UnaryJSONTypeCompare(x > val);
} else {
UnaryRangeJSONIndexCompare(
ExprValueType(x.value()) > val);
}
}
}
case proto::plan::GreaterEqual:
if constexpr (std::is_same_v<GetType,
proto::plan::Array>) {
return false;
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
ExprValueType(x.value()) >= val);
} else {
if (type ==
uint8_t(
milvus::index::JSONType::STRING) ||
type ==
uint8_t(
milvus::index::JSONType::DOUBLE) ||
type ==
uint8_t(
milvus::index::JSONType::INT64)) {
UnaryJSONTypeCompare(x >= val);
} else {
UnaryRangeJSONIndexCompare(
ExprValueType(x.value()) >= val);
}
}
}
case proto::plan::LessThan:
if constexpr (std::is_same_v<GetType,
proto::plan::Array>) {
return false;
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
ExprValueType(x.value()) < val);
} else {
if (type ==
uint8_t(
milvus::index::JSONType::STRING) ||
type ==
uint8_t(
milvus::index::JSONType::DOUBLE) ||
type ==
uint8_t(
milvus::index::JSONType::INT64)) {
UnaryJSONTypeCompare(x < val);
} else {
UnaryRangeJSONIndexCompare(
ExprValueType(x.value()) < val);
}
}
}
case proto::plan::LessEqual:
if constexpr (std::is_same_v<GetType,
proto::plan::Array>) {
return false;
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
ExprValueType(x.value()) <= val);
} else {
if (type ==
uint8_t(
milvus::index::JSONType::STRING) ||
type ==
uint8_t(
milvus::index::JSONType::DOUBLE) ||
type ==
uint8_t(
milvus::index::JSONType::INT64)) {
UnaryJSONTypeCompare(x <= val);
} else {
UnaryRangeJSONIndexCompare(
ExprValueType(x.value()) <= val);
}
}
}
case proto::plan::Equal:
if constexpr (std::is_same_v<GetType,
proto::plan::Array>) {
if (type !=
uint8_t(milvus::index::JSONType::UNKNOWN)) {
return false;
}
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
return CompareTwoJsonArray(array.value(), val);
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
ExprValueType(x.value()) == val);
} else {
if (type ==
uint8_t(
milvus::index::JSONType::STRING) ||
type ==
uint8_t(
milvus::index::JSONType::DOUBLE) ||
type ==
uint8_t(
milvus::index::JSONType::INT64)) {
UnaryJSONTypeCompare(x == val);
} else {
UnaryRangeJSONIndexCompare(
ExprValueType(x.value()) == val);
}
}
}
case proto::plan::NotEqual:
if constexpr (std::is_same_v<GetType,
proto::plan::Array>) {
if (type !=
uint8_t(milvus::index::JSONType::UNKNOWN)) {
return false;
}
auto array = json.array_at(offset, size);
if (array.error()) {
return false;
}
return !CompareTwoJsonArray(array.value(), val);
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareNotEqualWithArrayIndex(
ExprValueType(x.value()) != val);
} else {
if (type ==
uint8_t(
milvus::index::JSONType::STRING) ||
type ==
uint8_t(
milvus::index::JSONType::DOUBLE) ||
type ==
uint8_t(
milvus::index::JSONType::INT64)) {
UnaryJSONTypeCompare(x != val);
} else {
UnaryRangeJSONIndexCompareNotEqual(
ExprValueType(x.value()) != val);
}
}
}
case proto::plan::PrefixMatch:
if constexpr (std::is_same_v<GetType,
proto::plan::Array>) {
return false;
} else {
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
milvus::query::Match(
ExprValueType(x.value()),
val,
op_type));
} else {
if (type ==
uint8_t(
milvus::index::JSONType::STRING) ||
type ==
uint8_t(
milvus::index::JSONType::DOUBLE) ||
type ==
uint8_t(
milvus::index::JSONType::INT64)) {
UnaryJSONTypeCompare(
milvus::query::Match(x, val, op_type));
} else {
UnaryRangeJSONIndexCompare(
milvus::query::Match(
ExprValueType(x.value()),
val,
op_type));
}
}
}
case proto::plan::Match:
if constexpr (std::is_same_v<GetType,
proto::plan::Array>) {
return false;
} else {
PatternMatchTranslator translator;
auto regex_pattern = translator(val);
RegexMatcher matcher(regex_pattern);
if (!arrayIndex.empty()) {
UnaryRangeJSONIndexCompareWithArrayIndex(
matcher(ExprValueType(x.value())));
} else {
UnaryRangeJSONIndexCompare(
matcher(ExprValueType(x.value())));
}
}
default:
return false;
}
}
};
bool is_growing = segment_->type() == SegmentType::Growing;

202
internal/core/src/index/JsonKeyInvertedIndex.cpp
View File

@ -21,37 +21,70 @@ constexpr const char* TMP_JSON_INVERTED_LOG_PREFIX =
"/tmp/milvus/json-key-inverted-index-log/";
void
JsonKeyInvertedIndex::AddInvertedRecord(const std::vector<std::string>& paths,
uint32_t row_id,
uint16_t offset,
uint16_t length) {
JsonKeyInvertedIndex::AddJSONEncodeValue(
const std::vector<std::string>& paths,
uint8_t flag,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t length,
uint32_t value,
std::map<std::string, std::vector<int64_t>>& mp) {
std::string key = "";
if (!paths.empty()) {
key = std::string("/") + Join(paths, "/");
}
LOG_DEBUG(
"insert inverted key: {}, row_id: {}, offset: "
"{}, length:{}",
"insert inverted key: {}, flag: {}, type: {}, row_id: {}, offset: "
"{}, length:{}, value:{}",
key,
flag,
type,
row_id,
offset,
length);
int64_t combine_id = EncodeOffset(row_id, offset, length);
wrapper_->add_multi_data<std::string>(&key, 1, combine_id);
length,
value);
int64_t combine_id = 0;
if (json_key_data_format_ == 0) {
if (flag) {
combine_id = EncodeValue(flag, type, row_id, value);
} else {
combine_id = EncodeOffset(flag, type, row_id, offset, length);
}
}
mp[key].push_back(combine_id);
}
void
JsonKeyInvertedIndex::TravelJson(const char* json,
jsmntok* tokens,
int& index,
std::vector<std::string>& path,
int32_t offset) {
JsonKeyInvertedIndex::AddInvertedRecord(
std::map<std::string, std::vector<int64_t>>& mp) {
for (auto& iter : mp) {
for (auto value : iter.second) {
wrapper_->add_multi_data<std::string>(&iter.first, 1, value);
}
}
}
void
JsonKeyInvertedIndex::TravelJson(
const char* json,
jsmntok* tokens,
int& index,
std::vector<std::string>& path,
int32_t offset,
std::map<std::string, std::vector<int64_t>>& mp) {
jsmntok current = tokens[0];
Assert(current.type != JSMN_UNDEFINED);
if (current.type == JSMN_OBJECT) {
if (!path.empty()) {
AddInvertedRecord(
path, offset, current.start, current.end - current.start);
AddJSONEncodeValue(path,
0,
0,
offset,
current.start,
current.end - current.start,
0,
mp);
}
int j = 1;
for (int i = 0; i < current.size; i++) {
@ -61,18 +94,74 @@ JsonKeyInvertedIndex::TravelJson(const char* json,
path.push_back(key);
j++;
int consumed = 0;
TravelJson(json, tokens + j, consumed, path, offset);
TravelJson(json, tokens + j, consumed, path, offset, mp);
path.pop_back();
j += consumed;
}
index = j;
} else if (current.type == JSMN_PRIMITIVE) {
AddInvertedRecord(
path, offset, current.start, current.end - current.start);
std::string value(json + current.start, current.end - current.start);
auto type = getType(value);
if (type == JSONType::INT32) {
AddJSONEncodeValue(path,
1,
static_cast<uint8_t>(JSONType::INT32),
offset,
current.start,
current.end - current.start,
stoi(value),
mp);
} else if (type == JSONType::INT64) {
AddJSONEncodeValue(path,
0,
static_cast<uint8_t>(JSONType::INT64),
offset,
current.start,
current.end - current.start,
0,
mp);
} else if (type == JSONType::FLOAT) {
auto fvalue = stof(value);
uint32_t valueBits = *reinterpret_cast<uint32_t*>(&fvalue);
AddJSONEncodeValue(path,
1,
static_cast<uint8_t>(JSONType::FLOAT),
offset,
current.start,
current.end - current.start,
valueBits,
mp);
} else if (type == JSONType::DOUBLE) {
AddJSONEncodeValue(path,
0,
static_cast<uint8_t>(JSONType::DOUBLE),
offset,
current.start,
current.end - current.start,
0,
mp);
} else if (type == JSONType::BOOL) {
AddJSONEncodeValue(path,
1,
static_cast<uint8_t>(JSONType::BOOL),
offset,
current.start,
current.end - current.start,
value == "true" ? 1 : 0,
mp);
}
index++;
} else if (current.type == JSMN_ARRAY) {
AddInvertedRecord(
path, offset, current.start, current.end - current.start);
AddJSONEncodeValue(path,
0,
static_cast<uint8_t>(JSONType::UNKNOWN),
offset,
current.start,
current.end - current.start,
0,
mp);
// skip array parse
int count = current.size;
int j = 1;
@ -86,14 +175,34 @@ JsonKeyInvertedIndex::TravelJson(const char* json,
index = j;
} else if (current.type == JSMN_STRING) {
Assert(current.size == 0);
AddInvertedRecord(
path, offset, current.start - 1, current.end - current.start + 2);
std::string value(json + current.start, current.end - current.start);
if (has_escape_sequence(value)) {
AddJSONEncodeValue(path,
0,
static_cast<uint8_t>(JSONType::STRING_ESCAPE),
offset,
current.start - 1,
current.end - current.start + 2,
0,
mp);
} else {
AddJSONEncodeValue(path,
0,
static_cast<uint8_t>(JSONType::STRING),
offset,
current.start,
current.end - current.start,
0,
mp);
}
index++;
}
}
void
JsonKeyInvertedIndex::AddJson(const char* json, int64_t offset) {
JsonKeyInvertedIndex::AddJson(const char* json,
int64_t offset,
std::map<std::string, std::vector<int64_t>>& mp) {
jsmn_parser parser;
jsmntok_t* tokens = (jsmntok_t*)malloc(16 * sizeof(jsmntok_t));
if (!tokens) {
@ -131,38 +240,45 @@ JsonKeyInvertedIndex::AddJson(const char* json, int64_t offset) {
int index = 0;
std::vector<std::string> paths;
TravelJson(json, tokens, index, paths, offset);
TravelJson(json, tokens, index, paths, offset, mp);
free(tokens);
}
JsonKeyInvertedIndex::JsonKeyInvertedIndex(
const storage::FileManagerContext& ctx, bool is_load)
const storage::FileManagerContext& ctx,
bool is_load,
int64_t json_key_data_format,
int64_t json_stats_tantivy_memory_budget)
: commit_interval_in_ms_(std::numeric_limits<int64_t>::max()),
last_commit_time_(stdclock::now()) {
LOG_INFO(
"JsonKeyInvertedIndex json_stats_tantivy_memory_budget:{}, "
"json_key_data_format:{}",
json_stats_tantivy_memory_budget,
json_key_data_format);
schema_ = ctx.fieldDataMeta.field_schema;
field_id_ = ctx.fieldDataMeta.field_id;
mem_file_manager_ = std::make_shared<MemFileManager>(ctx);
disk_file_manager_ = std::make_shared<DiskFileManager>(ctx);
json_key_data_format_ = json_key_data_format;
if (is_load) {
auto prefix = disk_file_manager_->GetLocalJsonKeyIndexPrefix();
path_ = prefix;
} else {
auto prefix = disk_file_manager_->GetJsonKeyIndexIdentifier();
path_ = std::string(TMP_JSON_INVERTED_LOG_PREFIX) + prefix;
boost::filesystem::create_directories(path_);
std::string field_name =
std::to_string(disk_file_manager_->GetFieldDataMeta().field_id);
d_type_ = TantivyDataType::Keyword;
wrapper_ =
std::make_shared<TantivyIndexWrapper>(field_name.c_str(),
d_type_,
path_.c_str(),
false,
false,
1,
JSON_INDEX_MEMORY_BUDGET);
wrapper_ = std::make_shared<TantivyIndexWrapper>(
field_name.c_str(),
d_type_,
path_.c_str(),
false,
false,
1,
json_stats_tantivy_memory_budget);
}
}
@ -240,7 +356,6 @@ JsonKeyInvertedIndex::Load(milvus::tracer::TraceContext ctx,
GetValueFromConfig<std::vector<std::string>>(config, "index_files");
AssertInfo(index_files.has_value(),
"index file paths is empty when load json key index");
for (auto& index_file : index_files.value()) {
boost::filesystem::path p(index_file);
if (!p.has_parent_path()) {
@ -249,7 +364,6 @@ JsonKeyInvertedIndex::Load(milvus::tracer::TraceContext ctx,
index_file = remote_prefix + "/" + index_file;
}
}
disk_file_manager_->CacheJsonKeyIndexToDisk(index_files.value());
AssertInfo(
tantivy_index_exist(path_.c_str()), "index not exist: {}", path_);
@ -272,6 +386,7 @@ void
JsonKeyInvertedIndex::BuildWithFieldData(
const std::vector<FieldDataPtr>& field_datas, bool nullable) {
int64_t offset = 0;
std::map<std::string, std::vector<int64_t>> mp;
if (nullable) {
for (const auto& data : field_datas) {
auto n = data->get_num_rows();
@ -282,7 +397,8 @@ JsonKeyInvertedIndex::BuildWithFieldData(
AddJson(static_cast<const milvus::Json*>(data->RawValue(i))
->data()
.data(),
offset++);
offset++,
mp);
}
}
} else {
@ -292,10 +408,12 @@ JsonKeyInvertedIndex::BuildWithFieldData(
AddJson(static_cast<const milvus::Json*>(data->RawValue(i))
->data()
.data(),
offset++);
offset++,
mp);
}
}
}
AddInvertedRecord(mp);
LOG_INFO("build json key index done for field id:{}", field_id_);
}
@ -304,13 +422,15 @@ JsonKeyInvertedIndex::AddJSONDatas(size_t n,
const std::string* jsonDatas,
const bool* valids,
int64_t offset_begin) {
std::map<std::string, std::vector<int64_t>> mp;
for (int i = 0; i < n; i++) {
auto offset = i + offset_begin;
if (valids != nullptr && !valids[i]) {
continue;
}
AddJson(jsonDatas[i].c_str(), offset);
AddJson(jsonDatas[i].c_str(), offset, mp);
}
AddInvertedRecord(mp);
is_data_uncommitted_ = true;
LOG_INFO("build json key index done for AddJSONDatas");
if (shouldTriggerCommit()) {

201
internal/core/src/index/JsonKeyInvertedIndex.h
View File

@ -17,12 +17,24 @@
#include "index/InvertedIndexTantivy.h"
#include "common/jsmn.h"
namespace milvus::index {
enum class JSONType {
UNKNOWN,
BOOL,
INT32,
INT64,
FLOAT,
DOUBLE,
STRING,
STRING_ESCAPE
};
using stdclock = std::chrono::high_resolution_clock;
class JsonKeyInvertedIndex : public InvertedIndexTantivy<std::string> {
public:
explicit JsonKeyInvertedIndex(const storage::FileManagerContext& ctx,
bool is_load);
explicit JsonKeyInvertedIndex(
const storage::FileManagerContext& ctx,
bool is_load,
int64_t json_key_data_format = 0,
int64_t json_stats_tantivy_memory_budget = 16777216);
explicit JsonKeyInvertedIndex(int64_t commit_interval_in_ms,
const char* unique_id);
@ -47,24 +59,46 @@ class JsonKeyInvertedIndex : public InvertedIndexTantivy<std::string> {
BuildWithFieldData(const std::vector<FieldDataPtr>& datas, bool nullable);
const TargetBitmap
FilterByPath(const std::string& path,
int32_t row,
bool is_growing,
bool is_strong_consistency,
std::function<bool(uint32_t, uint16_t, uint16_t)> filter) {
FilterByPath(
const std::string& path,
int32_t row,
bool is_growing,
bool is_strong_consistency,
std::function<bool(
bool, uint8_t, uint32_t, uint16_t, uint16_t, uint32_t)> filter) {
auto processArray = [this, &path, row, &filter]() {
TargetBitmap bitset(row);
auto array = wrapper_->term_query_i64(path);
LOG_INFO("json key filter size:{}", array.array_.len);
for (size_t j = 0; j < array.array_.len; j++) {
auto the_offset = array.array_.array[j];
auto tuple = DecodeOffset(the_offset);
auto row_id = std::get<0>(tuple);
if (row_id >= row) {
continue;
if (json_key_data_format_ == 0) {
if (DecodeValid(the_offset)) {
auto tuple = DecodeValue(the_offset);
auto row_id = std::get<1>(tuple);
if (row_id >= row) {
continue;
}
bitset[row_id] = filter(true,
std::get<0>(tuple),
std::get<1>(tuple),
0,
0,
std::get<2>(tuple));
} else {
auto tuple = DecodeOffset(the_offset);
auto row_id = std::get<1>(tuple);
if (row_id >= row) {
continue;
}
bitset[row_id] = filter(false,
std::get<0>(tuple),
std::get<1>(tuple),
std::get<2>(tuple),
std::get<3>(tuple),
0);
}
}
bitset[row_id] = filter(
std::get<0>(tuple), std::get<1>(tuple), std::get<2>(tuple));
}
return bitset;
@ -74,8 +108,8 @@ class JsonKeyInvertedIndex : public InvertedIndexTantivy<std::string> {
if (shouldTriggerCommit() || is_strong_consistency) {
if (is_data_uncommitted_) {
Commit();
Reload();
}
Reload();
return processArray();
} else {
return processArray();
@ -105,44 +139,159 @@ class JsonKeyInvertedIndex : public InvertedIndexTantivy<std::string> {
private:
void
AddJson(const char* json, int64_t offset);
AddJson(const char* json,
int64_t offset,
std::map<std::string, std::vector<int64_t>>& mp);
void
TravelJson(const char* json,
jsmntok* tokens,
int& index,
std::vector<std::string>& path,
int32_t offset);
int32_t offset,
std::map<std::string, std::vector<int64_t>>& mp);
void
AddInvertedRecord(const std::vector<std::string>& paths,
uint32_t row_id,
uint16_t offset,
uint16_t length);
AddJSONEncodeValue(const std::vector<std::string>& paths,
uint8_t flag,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t length,
uint32_t value,
std::map<std::string, std::vector<int64_t>>& mp);
int64_t
EncodeOffset(uint32_t row_id, uint16_t row_offset, uint16_t size) {
return static_cast<int64_t>(row_id) << 32 |
EncodeOffset(uint8_t flag,
uint8_t type,
uint32_t row_id,
uint16_t row_offset,
uint16_t size) {
row_id &= 0x0FFFFFFF;
return static_cast<int64_t>(flag) << 63 |
static_cast<int64_t>(type) << 60 |
static_cast<int64_t>(row_id) << 32 |
static_cast<int64_t>(row_offset) << 16 |
static_cast<int64_t>(size);
}
std::tuple<uint32_t, uint16_t, uint16_t>
int64_t
EncodeValue(uint8_t flag, uint8_t type, uint32_t row_id, uint32_t value) {
return static_cast<int64_t>(flag) << 63 |
static_cast<int64_t>(type) << 60 |
static_cast<int64_t>(row_id) << 32 | static_cast<int64_t>(value);
}
bool
DecodeValid(int64_t encode_offset) {
return (encode_offset >> 63) & 1;
}
std::tuple<uint8_t, uint32_t, uint32_t>
DecodeValue(int64_t encode_offset) {
uint8_t type = (encode_offset >> 60) & 0x7;
uint32_t row_id = (encode_offset >> 32) & 0x0FFFFFFF;
uint32_t value = encode_offset & 0xFFFFFFFF;
return std::make_tuple(type, row_id, value);
}
std::tuple<uint8_t, uint32_t, uint16_t, uint16_t>
DecodeOffset(int64_t encode_offset) {
uint32_t row_id = (encode_offset >> 32) & 0xFFFFFFFF;
uint8_t type = (encode_offset >> 60) & 0x7;
uint32_t row_id = (encode_offset >> 32) & 0x0FFFFFFF;
uint16_t row_offset = (encode_offset >> 16) & 0xFFFF;
uint16_t size = encode_offset & 0xFFFF;
return std::make_tuple(row_id, row_offset, size);
return std::make_tuple(type, row_id, row_offset, size);
}
bool
shouldTriggerCommit();
bool
isBoolean(const std::string& str) {
return str == "true" || str == "false";
}
bool
isInt32(const std::string& str) {
std::istringstream iss(str);
int64_t num;
iss >> num;
return !iss.fail() && iss.eof() &&
num >= std::numeric_limits<int32_t>::min() &&
num <= std::numeric_limits<int32_t>::max();
}
bool
isInt64(const std::string& str) {
std::istringstream iss(str);
int64_t num;
iss >> num;
return !iss.fail() && iss.eof();
}
bool
isFloat(const std::string& str) {
try {
float d = std::stof(str);
return true;
} catch (...) {
return false;
}
}
bool
isDouble(const std::string& str) {
try {
double d = std::stod(str);
return true;
} catch (...) {
return false;
}
}
bool
has_escape_sequence(const std::string& str) {
for (size_t i = 0; i < str.size(); ++i) {
if (str[i] == '\\' && i + 1 < str.size()) {
char next = str[i + 1];
if (next == 'n' || next == 't' || next == 'r' || next == 'b' ||
next == 'f' || next == 'v' || next == '\\' ||
next == '\"' || next == '\'') {
return true;
}
}
}
return false;
}
JSONType
getType(const std::string& str) {
if (isBoolean(str)) {
return JSONType::BOOL;
} else if (isInt32(str)) {
return JSONType::INT32;
} else if (isInt64(str)) {
return JSONType::INT64;
} else if (isFloat(str)) {
return JSONType::FLOAT;
} else if (isDouble(str)) {
return JSONType::DOUBLE;
}
return JSONType::UNKNOWN;
}
void
AddInvertedRecord(std::map<std::string, std::vector<int64_t>>& mp);
private:
int64_t field_id_;
mutable std::mutex mtx_;
std::atomic<stdclock::time_point> last_commit_time_;
int64_t commit_interval_in_ms_;
int64_t json_key_data_format_ = 0;
std::atomic<bool> is_data_uncommitted_ = false;
};
} // namespace milvus::index

5
internal/core/src/indexbuilder/index_c.cpp
View File

@ -270,7 +270,10 @@ BuildJsonKeyIndex(ProtoLayoutInterface result,
auto field_schema =
FieldMeta::ParseFrom(build_index_info->field_schema());
auto index = std::make_unique<index::JsonKeyInvertedIndex>(
fileManagerContext, false);
fileManagerContext,
false,
build_index_info->json_key_stats_data_format(),
build_index_info->json_key_stats_tantivy_memory());
index->Build(config);
auto create_index_result = index->Upload(config);
create_index_result->SerializeAt(

15
internal/core/src/mmap/ChunkedColumn.h
View File

@ -335,7 +335,7 @@ class ChunkedVariableColumn : public ChunkedColumnBase {
std::pair<std::vector<std::string_view>, FixedVector<bool>>
StringViews(int64_t chunk_id) const override {
return std::dynamic_pointer_cast<StringChunk>(chunks_[chunk_id])
return std::static_pointer_cast<StringChunk>(chunks_[chunk_id])
->StringViews();
}
@ -347,7 +347,7 @@ class ChunkedVariableColumn : public ChunkedColumnBase {
std::pair<std::vector<std::string_view>, FixedVector<bool>>
ViewsByOffsets(int64_t chunk_id,
const FixedVector<int32_t>& offsets) const override {
return std::dynamic_pointer_cast<StringChunk>(chunks_[chunk_id])
return std::static_pointer_cast<StringChunk>(chunks_[chunk_id])
->ViewsByOffsets(offsets);
}
@ -359,7 +359,7 @@ class ChunkedVariableColumn : public ChunkedColumnBase {
std::vector<BufferView::Element> elements;
elements.push_back(
{chunks_[chunk_id]->Data(),
std::dynamic_pointer_cast<StringChunk>(chunks_[chunk_id])
std::static_pointer_cast<StringChunk>(chunks_[chunk_id])
->Offsets(),
static_cast<int>(start_offset),
static_cast<int>(start_offset + length)});
@ -375,12 +375,11 @@ class ChunkedVariableColumn : public ChunkedColumnBase {
}
auto [chunk_id, offset_in_chunk] = GetChunkIDByOffset(i);
auto data = chunks_[chunk_id]->Data();
auto offsets = std::dynamic_pointer_cast<StringChunk>(chunks_[chunk_id])
->Offsets();
auto len = offsets[offset_in_chunk + 1] - offsets[offset_in_chunk];
auto data = std::static_pointer_cast<StringChunk>(chunks_[chunk_id])
->
operator[](offset_in_chunk);
return ViewType(data + offsets[offset_in_chunk], len);
return ViewType(data.data(), data.length());
}
std::string_view

2
internal/core/src/segcore/SegmentGrowingImpl.cpp
View File

@ -938,7 +938,7 @@ SegmentGrowingImpl::CreateJSONIndex(FieldId field_id) {
"cannot create json index on non-json type");
std::string unique_id = GetUniqueFieldId(field_meta.get_id().get());
auto index = std::make_unique<index::JsonKeyInvertedIndex>(
JSON_INDEX_COMMIT_INTERVAL, unique_id.c_str());
JSON_KEY_STATS_COMMIT_INTERVAL, unique_id.c_str());
index->Commit();
index->CreateReader();

2
internal/core/src/segcore/segment_c.cpp
View File

@ -533,7 +533,7 @@ LoadJsonKeyIndex(CTraceContext c_trace,
field_meta, index_meta, remote_chunk_manager);
auto index = std::make_unique<milvus::index::JsonKeyInvertedIndex>(
file_ctx, true);
file_ctx, true, info_proto->json_key_stats_data_format());
index->Load(ctx, config);
segment->LoadJsonKeyIndex(milvus::FieldId(info_proto->fieldid()),

6
internal/core/src/storage/DiskFileManagerImpl.cpp
View File

@ -634,6 +634,8 @@ std::string
DiskFileManagerImpl::GetJsonKeyIndexIdentifier() {
return GenJsonKeyIndexPathIdentifier(index_meta_.build_id,
index_meta_.index_version,
field_meta_.collection_id,
field_meta_.partition_id,
field_meta_.segment_id,
field_meta_.field_id);
}
@ -645,6 +647,8 @@ DiskFileManagerImpl::GetLocalJsonKeyIndexPrefix() {
return GenJsonKeyIndexPathPrefix(local_chunk_manager,
index_meta_.build_id,
index_meta_.index_version,
field_meta_.collection_id,
field_meta_.partition_id,
field_meta_.segment_id,
field_meta_.field_id);
}
@ -654,6 +658,8 @@ DiskFileManagerImpl::GetRemoteJsonKeyLogPrefix() {
return GenJsonKeyIndexPathPrefix(rcm_,
index_meta_.build_id,
index_meta_.index_version,
field_meta_.collection_id,
field_meta_.partition_id,
field_meta_.segment_id,
field_meta_.field_id);
}

17
internal/core/src/storage/Util.cpp
View File

@ -525,23 +525,32 @@ GenTextIndexPathPrefix(ChunkManagerPtr cm,
std::string
GenJsonKeyIndexPathIdentifier(int64_t build_id,
int64_t index_version,
int64_t collection_id,
int64_t partition_id,
int64_t segment_id,
int64_t field_id) {
return std::to_string(build_id) + "/" + std::to_string(index_version) +
"/" + std::to_string(segment_id) + "/" + std::to_string(field_id) +
"/";
"/" + std::to_string(collection_id) + "/" +
std::to_string(partition_id) + "/" + std::to_string(segment_id) +
"/" + std::to_string(field_id) + "/";
}
std::string
GenJsonKeyIndexPathPrefix(ChunkManagerPtr cm,
int64_t build_id,
int64_t index_version,
int64_t collection_id,
int64_t partition_id,
int64_t segment_id,
int64_t field_id) {
return cm->GetRootPath() + "/" + std::string(JSON_KEY_INDEX_LOG_ROOT_PATH) +
"/" +
GenJsonKeyIndexPathIdentifier(
build_id, index_version, segment_id, field_id);
GenJsonKeyIndexPathIdentifier(build_id,
index_version,
collection_id,
partition_id,
segment_id,
field_id);
}
std::string

4
internal/core/src/storage/Util.h
View File

@ -95,6 +95,8 @@ GenTextIndexPathPrefix(ChunkManagerPtr cm,
std::string
GenJsonKeyIndexPathIdentifier(int64_t build_id,
int64_t index_version,
int64_t collection_id,
int64_t partition_id,
int64_t segment_id,
int64_t field_id);
@ -102,6 +104,8 @@ std::string
GenJsonKeyIndexPathPrefix(ChunkManagerPtr cm,
int64_t build_id,
int64_t index_version,
int64_t collection_id,
int64_t partition_id,
int64_t segment_id,
int64_t field_id);

308
internal/core/unittest/test_expr.cpp
View File

@ -56,14 +56,17 @@ using namespace milvus;
using namespace milvus::query;
using namespace milvus::segcore;
class ExprTest : public ::testing::TestWithParam<
std::pair<milvus::DataType, knowhere::MetricType>> {
class ExprTest
: public ::testing::TestWithParam<
std::tuple<std::pair<milvus::DataType, knowhere::MetricType>, bool>> {
public:
void
SetUp() override {
auto param = GetParam();
data_type = param.first;
metric_type = param.second;
data_type = std::get<0>(param).first; // Get the DataType from the pair
metric_type =
std::get<0>(param).second; // Get the MetricType from the pair
JSON_KEY_STATS_ENABLED = std::get<1>(param); // Get the bool parameter
}
// replace the metric type in the plan string with the proper type
@ -78,13 +81,29 @@ class ExprTest : public ::testing::TestWithParam<
knowhere::MetricType metric_type;
};
// Instantiate test suite with new bool parameter
INSTANTIATE_TEST_SUITE_P(
ExprTestSuite,
ExprTest,
::testing::Values(
std::pair(milvus::DataType::VECTOR_FLOAT, knowhere::metric::L2),
std::pair(milvus::DataType::VECTOR_SPARSE_FLOAT, knowhere::metric::IP),
std::pair(milvus::DataType::VECTOR_BINARY, knowhere::metric::JACCARD)));
std::make_tuple(std::pair(milvus::DataType::VECTOR_FLOAT,
knowhere::metric::L2),
false),
std::make_tuple(std::pair(milvus::DataType::VECTOR_SPARSE_FLOAT,
knowhere::metric::IP),
false),
std::make_tuple(std::pair(milvus::DataType::VECTOR_BINARY,
knowhere::metric::JACCARD),
false),
std::make_tuple(std::pair(milvus::DataType::VECTOR_FLOAT,
knowhere::metric::L2),
true),
std::make_tuple(std::pair(milvus::DataType::VECTOR_SPARSE_FLOAT,
knowhere::metric::IP),
true),
std::make_tuple(std::pair(milvus::DataType::VECTOR_BINARY,
knowhere::metric::JACCARD),
true)));
TEST_P(ExprTest, Range) {
SUCCEED();
@ -1246,10 +1265,6 @@ TEST_P(ExprTest, TestUnaryRangeJson) {
{20, {"int"}},
{30, {"int"}},
{40, {"int"}},
{10, {"double"}},
{20, {"double"}},
{30, {"double"}},
{40, {"double"}},
{1, {"array", "0"}},
{2, {"array", "1"}},
{3, {"array", "2"}}};
@ -1361,7 +1376,8 @@ TEST_P(ExprTest, TestUnaryRangeJson) {
.value();
auto ref = f(val);
ASSERT_EQ(ans, ref);
ASSERT_EQ(ans, ref) << "@" << i << "op" << op;
if (i % 2 == 0) {
ASSERT_EQ(view[int(i / 2)], ref);
}
@ -1380,6 +1396,270 @@ TEST_P(ExprTest, TestUnaryRangeJson) {
}
}
{
struct Testcase {
int64_t val;
std::vector<std::string> nested_path;
};
std::vector<Testcase> testcases{{1.1, {"double"}},
{2.2, {"double"}},
{3.3, {"double"}},
{4.4, {"double"}},
{1e40, {"double"}}};
auto schema = std::make_shared<Schema>();
auto i64_fid = schema->AddDebugField("id", DataType::INT64);
auto json_fid = schema->AddDebugField("json", DataType::JSON);
schema->set_primary_field_id(i64_fid);
auto seg = CreateGrowingSegment(schema, empty_index_meta);
int N = 1000;
std::vector<std::string> json_col;
int num_iters = 1;
for (int iter = 0; iter < num_iters; ++iter) {
auto raw_data = DataGen(schema, N, iter);
auto new_json_col = raw_data.get_col<std::string>(json_fid);
json_col.insert(
json_col.end(), new_json_col.begin(), new_json_col.end());
seg->PreInsert(N);
seg->Insert(iter * N,
N,
raw_data.row_ids_.data(),
raw_data.timestamps_.data(),
raw_data.raw_);
}
std::this_thread::sleep_for(std::chrono::milliseconds(200) * 2);
auto seg_promote = dynamic_cast<SegmentGrowingImpl*>(seg.get());
std::vector<OpType> ops{
OpType::Equal,
OpType::NotEqual,
OpType::GreaterThan,
OpType::GreaterEqual,
OpType::LessThan,
OpType::LessEqual,
};
for (const auto& testcase : testcases) {
auto check = [&](double value) { return value == testcase.val; };
std::function<bool(double)> f = check;
for (auto& op : ops) {
switch (op) {
case OpType::Equal: {
f = [&](double value) { return value == testcase.val; };
break;
}
case OpType::NotEqual: {
f = [&](double value) { return value != testcase.val; };
break;
}
case OpType::GreaterEqual: {
f = [&](double value) { return value >= testcase.val; };
break;
}
case OpType::GreaterThan: {
f = [&](double value) { return value > testcase.val; };
break;
}
case OpType::LessEqual: {
f = [&](double value) { return value <= testcase.val; };
break;
}
case OpType::LessThan: {
f = [&](double value) { return value < testcase.val; };
break;
}
default: {
PanicInfo(Unsupported, "unsupported range node");
}
}
auto pointer = milvus::Json::pointer(testcase.nested_path);
proto::plan::GenericValue value;
value.set_float_val(testcase.val);
auto expr =
std::make_shared<milvus::expr::UnaryRangeFilterExpr>(
milvus::expr::ColumnInfo(
json_fid, DataType::JSON, testcase.nested_path),
op,
value);
auto plan = std::make_shared<plan::FilterBitsNode>(
DEFAULT_PLANNODE_ID, expr);
auto final = ExecuteQueryExpr(
plan, seg_promote, N * num_iters, MAX_TIMESTAMP);
EXPECT_EQ(final.size(), N * num_iters);
// specify some offsets and do scalar filtering on these offsets
milvus::exec::OffsetVector offsets;
offsets.reserve(N * num_iters / 2);
for (auto i = 0; i < N * num_iters; ++i) {
if (i % 2 == 0) {
offsets.emplace_back(i);
}
}
auto col_vec = milvus::test::gen_filter_res(plan.get(),
seg_promote,
N * num_iters,
MAX_TIMESTAMP,
&offsets);
BitsetTypeView view(col_vec->GetRawData(), col_vec->size());
EXPECT_EQ(view.size(), N * num_iters / 2);
for (int i = 0; i < N * num_iters; ++i) {
auto ans = final[i];
auto val =
milvus::Json(simdjson::padded_string(json_col[i]))
.template at<double>(pointer)
.value();
auto ref = f(val);
ASSERT_EQ(ans, ref);
if (i % 2 == 0) {
ASSERT_EQ(view[int(i / 2)], ref);
}
}
}
}
}
{
struct Testcase {
std::string val;
std::vector<std::string> nested_path;
};
std::vector<Testcase> testcases{
{"abc", {"string"}},
{"This is a line break\\nThis is a new line!", {"string"}}};
auto schema = std::make_shared<Schema>();
auto i64_fid = schema->AddDebugField("id", DataType::INT64);
auto json_fid = schema->AddDebugField("json", DataType::JSON);
schema->set_primary_field_id(i64_fid);
auto seg = CreateGrowingSegment(schema, empty_index_meta);
int N = 1000;
std::vector<std::string> json_col;
int num_iters = 1;
for (int iter = 0; iter < num_iters; ++iter) {
auto raw_data = DataGen(schema, N, iter);
auto new_json_col = raw_data.get_col<std::string>(json_fid);
json_col.insert(
json_col.end(), new_json_col.begin(), new_json_col.end());
seg->PreInsert(N);
seg->Insert(iter * N,
N,
raw_data.row_ids_.data(),
raw_data.timestamps_.data(),
raw_data.raw_);
}
std::this_thread::sleep_for(std::chrono::milliseconds(200) * 2);
auto seg_promote = dynamic_cast<SegmentGrowingImpl*>(seg.get());
std::vector<OpType> ops{
OpType::Equal,
OpType::NotEqual,
OpType::GreaterThan,
OpType::GreaterEqual,
OpType::LessThan,
OpType::LessEqual,
};
for (const auto& testcase : testcases) {
auto check = [&](std::string_view value) {
return value == testcase.val;
};
std::function<bool(std::string_view)> f = check;
for (auto& op : ops) {
switch (op) {
case OpType::Equal: {
f = [&](std::string_view value) {
return value == testcase.val;
};
break;
}
case OpType::NotEqual: {
f = [&](std::string_view value) {
return value != testcase.val;
};
break;
}
case OpType::GreaterEqual: {
f = [&](std::string_view value) {
return value >= testcase.val;
};
break;
}
case OpType::GreaterThan: {
f = [&](std::string_view value) {
return value > testcase.val;
};
break;
}
case OpType::LessEqual: {
f = [&](std::string_view value) {
return value <= testcase.val;
};
break;
}
case OpType::LessThan: {
f = [&](std::string_view value) {
return value < testcase.val;
};
break;
}
default: {
PanicInfo(Unsupported, "unsupported range node");
}
}
auto pointer = milvus::Json::pointer(testcase.nested_path);
proto::plan::GenericValue value;
value.set_string_val(testcase.val);
auto expr =
std::make_shared<milvus::expr::UnaryRangeFilterExpr>(
milvus::expr::ColumnInfo(
json_fid, DataType::JSON, testcase.nested_path),
op,
value);
auto plan = std::make_shared<plan::FilterBitsNode>(
DEFAULT_PLANNODE_ID, expr);
auto final = ExecuteQueryExpr(
plan, seg_promote, N * num_iters, MAX_TIMESTAMP);
EXPECT_EQ(final.size(), N * num_iters);
// specify some offsets and do scalar filtering on these offsets
milvus::exec::OffsetVector offsets;
offsets.reserve(N * num_iters / 2);
for (auto i = 0; i < N * num_iters; ++i) {
if (i % 2 == 0) {
offsets.emplace_back(i);
}
}
auto col_vec = milvus::test::gen_filter_res(plan.get(),
seg_promote,
N * num_iters,
MAX_TIMESTAMP,
&offsets);
BitsetTypeView view(col_vec->GetRawData(), col_vec->size());
EXPECT_EQ(view.size(), N * num_iters / 2);
for (int i = 0; i < N * num_iters; ++i) {
auto ans = final[i];
auto val =
milvus::Json(simdjson::padded_string(json_col[i]))
.template at<std::string_view>(pointer)
.value();
auto ref = f(val);
ASSERT_EQ(ans, ref);
if (i % 2 == 0) {
ASSERT_EQ(view[int(i / 2)], ref);
}
}
}
}
}
struct TestArrayCase {
proto::plan::GenericValue val;
std::vector<std::string> nested_path;
@ -1459,10 +1739,6 @@ TEST_P(ExprTest, TestUnaryRangeJsonNullable) {
{20, {"int"}},
{30, {"int"}},
{40, {"int"}},
{10, {"double"}},
{20, {"double"}},
{30, {"double"}},
{40, {"double"}},
{1, {"array", "0"}},
{2, {"array", "1"}},
{3, {"array", "2"}}};

128
internal/core/unittest/test_json_key_index.cpp
View File

@ -195,14 +195,13 @@ TEST_P(JsonKeyIndexTest, TestTermInFunc) {
};
std::unordered_set<int64_t> term_set(testcase.term.begin(),
testcase.term.end());
auto filter_func = [&term_set, this](uint32_t row_id,
auto filter_func = [&term_set, this](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
auto val = this->data_[row_id].template at<int64_t>(offset, size);
if (val.error()) {
return false;
}
return term_set.find(int64_t(val.value())) != term_set.end();
uint16_t size,
uint32_t value) {
return term_set.find(int64_t(value)) != term_set.end();
};
auto pointer = milvus::Json::pointer(testcase.nested_path);
auto bitset =
@ -274,27 +273,25 @@ TEST_P(JsonKeyIndexTest, TestUnaryRangeInFunc) {
}
}
auto filter_func = [&op, &testcase, this](uint32_t row_id,
auto filter_func = [&op, &testcase, this](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
auto val =
this->data_[row_id].template at<int64_t>(offset, size);
if (val.error()) {
return false;
}
uint16_t size,
uint32_t value) {
switch (op) {
case OpType::GreaterThan:
return int64_t(val.value()) > testcase.val;
return int64_t(value) > testcase.val;
case OpType::GreaterEqual:
return int64_t(val.value()) >= testcase.val;
return int64_t(value) >= testcase.val;
case OpType::LessThan:
return int64_t(val.value()) < testcase.val;
return int64_t(value) < testcase.val;
case OpType::LessEqual:
return int64_t(val.value()) <= testcase.val;
return int64_t(value) <= testcase.val;
case OpType::Equal:
return int64_t(val.value()) == testcase.val;
return int64_t(value) == testcase.val;
case OpType::NotEqual:
return int64_t(val.value()) != testcase.val;
return int64_t(value) != testcase.val;
default:
return false;
}
@ -356,25 +353,49 @@ TEST_P(JsonKeyIndexTest, TestBinaryRangeInFunc) {
}
};
auto filter_func = [&testcase, this](uint32_t row_id,
auto filter_func = [&testcase, this](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
auto val = this->data_[row_id].template at<int64_t>(offset, size);
if (val.error()) {
return false;
}
if (testcase.lower_inclusive && testcase.upper_inclusive) {
return testcase.lower <= int64_t(val.value()) &&
int64_t(val.value()) <= testcase.upper;
} else if (testcase.lower_inclusive && !testcase.upper_inclusive) {
return testcase.lower <= int64_t(val.value()) &&
int64_t(val.value()) < testcase.upper;
} else if (!testcase.lower_inclusive && testcase.upper_inclusive) {
return testcase.lower < int64_t(val.value()) &&
int64_t(val.value()) <= testcase.upper;
uint16_t size,
uint32_t value) {
if (valid) {
if (testcase.lower_inclusive && testcase.upper_inclusive) {
return testcase.lower <= int64_t(value) &&
int64_t(value) <= testcase.upper;
} else if (testcase.lower_inclusive &&
!testcase.upper_inclusive) {
return testcase.lower <= int64_t(value) &&
int64_t(value) < testcase.upper;
} else if (!testcase.lower_inclusive &&
testcase.upper_inclusive) {
return testcase.lower < int64_t(value) &&
int64_t(value) <= testcase.upper;
} else {
return testcase.lower < int64_t(value) &&
int64_t(value) < testcase.upper;
}
} else {
return testcase.lower < int64_t(val.value()) &&
int64_t(val.value()) < testcase.upper;
auto val =
this->data_[row_id].template at<int64_t>(offset, size);
if (val.error()) {
return false;
}
if (testcase.lower_inclusive && testcase.upper_inclusive) {
return testcase.lower <= int64_t(val.value()) &&
int64_t(val.value()) <= testcase.upper;
} else if (testcase.lower_inclusive &&
!testcase.upper_inclusive) {
return testcase.lower <= int64_t(val.value()) &&
int64_t(val.value()) < testcase.upper;
} else if (!testcase.lower_inclusive &&
testcase.upper_inclusive) {
return testcase.lower < int64_t(val.value()) &&
int64_t(val.value()) <= testcase.upper;
} else {
return testcase.lower < int64_t(val.value()) &&
int64_t(val.value()) < testcase.upper;
}
}
};
auto pointer = milvus::Json::pointer(testcase.nested_path);
@ -412,10 +433,14 @@ TEST_P(JsonKeyIndexTest, TestExistInFunc) {
};
for (const auto& testcase : testcases) {
auto pointer = milvus::Json::pointer(testcase.nested_path);
auto filter_func =
[&pointer, this](uint32_t row_id, uint16_t offset, uint16_t size) {
return this->data_[row_id].exist(pointer);
};
auto filter_func = [&pointer, this](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size,
uint32_t value) {
return this->data_[row_id].exist(pointer);
};
auto bitset =
index_->FilterByPath(pointer, size_, false, true, filter_func);
@ -457,9 +482,12 @@ TEST_P(JsonKeyIndexTest, TestJsonContainsAllFunc) {
for (auto const& element : testcase.term) {
elements.insert(element);
}
auto filter_func = [&elements, this](uint32_t row_id,
auto filter_func = [&elements, this](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size) {
uint16_t size,
uint32_t value) {
auto array = this->data_[row_id].array_at(offset, size);
std::unordered_set<int64_t> tmp_elements(elements);
for (auto&& it : array) {
@ -519,13 +547,13 @@ TEST(GrowingJsonKeyIndexTest, GrowingIndex) {
index->Commit();
index->Reload();
int64_t checkVal = 1;
auto filter_func = [jsons, checkVal](
uint32_t row_id, uint16_t offset, uint16_t size) {
auto val = jsons[row_id].template at<int64_t>(offset, size);
if (val.error()) {
return false;
}
if (val.value() == checkVal) {
auto filter_func = [jsons, checkVal](bool valid,
uint8_t type,
uint32_t row_id,
uint16_t offset,
uint16_t size,
uint32_t value) {
if (value == checkVal) {
return true;
}
return false;

83
internal/datacoord/garbage_collector.go
View File

@ -164,6 +164,7 @@ func (gc *garbageCollector) work(ctx context.Context) {
gc.recycleUnusedSegIndexes(ctx)
gc.recycleUnusedAnalyzeFiles(ctx)
gc.recycleUnusedTextIndexFiles(ctx)
gc.recycleUnusedJSONIndexFiles(ctx)
})
}()
go func() {
@ -470,11 +471,16 @@ func (gc *garbageCollector) recycleDroppedSegments(ctx context.Context) {
logs[key] = struct{}{}
}
for key := range getJSONKeyLogs(segment, gc) {
logs[key] = struct{}{}
}
log.Info("GC segment start...", zap.Int("insert_logs", len(segment.GetBinlogs())),
zap.Int("delta_logs", len(segment.GetDeltalogs())),
zap.Int("stats_logs", len(segment.GetStatslogs())),
zap.Int("bm25_logs", len(segment.GetBm25Statslogs())),
zap.Int("text_logs", len(segment.GetTextStatsLogs())))
zap.Int("text_logs", len(segment.GetTextStatsLogs())),
zap.Int("json_key_logs", len(segment.GetJsonKeyStats())))
if err := gc.removeObjectFiles(ctx, logs); err != nil {
log.Warn("GC segment remove logs failed", zap.Error(err))
continue
@ -585,6 +591,20 @@ func getTextLogs(sinfo *SegmentInfo) map[string]struct{} {
return textLogs
}
func getJSONKeyLogs(sinfo *SegmentInfo, gc *garbageCollector) map[string]struct{} {
jsonkeyLogs := make(map[string]struct{})
for _, flog := range sinfo.GetJsonKeyStats() {
for _, file := range flog.GetFiles() {
prefix := fmt.Sprintf("%s/%s/%d/%d/%d/%d/%d/%d", gc.option.cli.RootPath(), common.JSONIndexPath,
flog.GetBuildID(), flog.GetVersion(), sinfo.GetCollectionID(), sinfo.GetPartitionID(), sinfo.GetID(), flog.GetFieldID())
file = path.Join(prefix, file)
jsonkeyLogs[file] = struct{}{}
}
}
return jsonkeyLogs
}
// removeObjectFiles remove file from oss storage, return error if any log failed to remove.
func (gc *garbageCollector) removeObjectFiles(ctx context.Context, filePaths map[string]struct{}) error {
futures := make([]*conc.Future[struct{}], 0)
@ -904,3 +924,64 @@ func (gc *garbageCollector) recycleUnusedTextIndexFiles(ctx context.Context) {
metrics.GarbageCollectorRunCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Add(1)
}
// recycleUnusedJSONIndexFiles load meta file info and compares OSS keys
// if missing found, performs gc cleanup
func (gc *garbageCollector) recycleUnusedJSONIndexFiles(ctx context.Context) {
start := time.Now()
log := log.Ctx(ctx).With(zap.String("gcName", "recycleUnusedJSONIndexFiles"), zap.Time("startAt", start))
log.Info("start recycleUnusedJSONIndexFiles...")
defer func() { log.Info("recycleUnusedJSONIndexFiles done", zap.Duration("timeCost", time.Since(start))) }()
hasJSONIndexSegments := gc.meta.SelectSegments(ctx, SegmentFilterFunc(func(info *SegmentInfo) bool {
return len(info.GetJsonKeyStats()) != 0
}))
fileNum := 0
deletedFilesNum := atomic.NewInt32(0)
for _, seg := range hasJSONIndexSegments {
for _, fieldStats := range seg.GetJsonKeyStats() {
log := log.With(zap.Int64("segmentID", seg.GetID()), zap.Int64("fieldID", fieldStats.GetFieldID()))
// clear low version task
for i := int64(1); i < fieldStats.GetVersion(); i++ {
prefix := fmt.Sprintf("%s/%s/%d/%d/%d/%d/%d/%d", gc.option.cli.RootPath(), common.JSONIndexPath,
fieldStats.GetBuildID(), i, seg.GetCollectionID(), seg.GetPartitionID(), seg.GetID(), fieldStats.GetFieldID())
futures := make([]*conc.Future[struct{}], 0)
err := gc.option.cli.WalkWithPrefix(ctx, prefix, true, func(files *storage.ChunkObjectInfo) bool {
file := files.FilePath
future := gc.option.removeObjectPool.Submit(func() (struct{}, error) {
log := log.With(zap.String("file", file))
log.Info("garbageCollector recycleUnusedJSONIndexFiles remove file...")
if err := gc.option.cli.Remove(ctx, file); err != nil {
log.Warn("garbageCollector recycleUnusedJSONIndexFiles remove file failed", zap.Error(err))
return struct{}{}, err
}
deletedFilesNum.Inc()
log.Info("garbageCollector recycleUnusedJSONIndexFiles remove file success")
return struct{}{}, nil
})
futures = append(futures, future)
return true
})
// Wait for all remove tasks done.
if err := conc.BlockOnAll(futures...); err != nil {
// error is logged, and can be ignored here.
log.Warn("some task failure in remove object pool", zap.Error(err))
}
log = log.With(zap.Int("deleteJSONKeyIndexNum", int(deletedFilesNum.Load())), zap.Int("walkFileNum", fileNum))
if err != nil {
log.Warn("json index files recycle failed when walk with prefix", zap.Error(err))
return
}
}
}
}
log.Info("json index files recycle done")
metrics.GarbageCollectorRunCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Add(1)
}

16
internal/datacoord/job_manager.go
View File

@ -73,6 +73,9 @@ func (jm *statsJobManager) triggerStatsTaskLoop() {
ticker := time.NewTicker(Params.DataCoordCfg.TaskCheckInterval.GetAsDuration(time.Second))
defer ticker.Stop()
lastJSONStatsLastTrigger := time.Now().Unix()
maxJSONStatsTaskCount := 0
for {
select {
case <-jm.ctx.Done():
@ -82,7 +85,7 @@ func (jm *statsJobManager) triggerStatsTaskLoop() {
jm.triggerSortStatsTask()
jm.triggerTextStatsTask()
jm.triggerBM25StatsTask()
jm.triggerJsonKeyIndexStatsTask()
lastJSONStatsLastTrigger, maxJSONStatsTaskCount = jm.triggerJsonKeyIndexStatsTask(lastJSONStatsLastTrigger, maxJSONStatsTaskCount)
case segID := <-getStatsTaskChSingleton():
log.Info("receive new segment to trigger stats task", zap.Int64("segmentID", segID))
@ -194,7 +197,7 @@ func (jm *statsJobManager) triggerTextStatsTask() {
}
}
func (jm *statsJobManager) triggerJsonKeyIndexStatsTask() {
func (jm *statsJobManager) triggerJsonKeyIndexStatsTask(lastJSONStatsLastTrigger int64, maxJSONStatsTaskCount int) (int64, int) {
collections := jm.mt.GetCollections()
for _, collection := range collections {
needTriggerFieldIDs := make([]UniqueID, 0)
@ -207,14 +210,23 @@ func (jm *statsJobManager) triggerJsonKeyIndexStatsTask() {
segments := jm.mt.SelectSegments(jm.ctx, WithCollection(collection.ID), SegmentFilterFunc(func(seg *SegmentInfo) bool {
return seg.GetIsSorted() && needDoJsonKeyIndex(seg, needTriggerFieldIDs)
}))
if time.Now().Unix()-lastJSONStatsLastTrigger > int64(Params.DataCoordCfg.JSONStatsTriggerInterval.GetAsDuration(time.Minute).Seconds()) {
lastJSONStatsLastTrigger = time.Now().Unix()
maxJSONStatsTaskCount = 0
}
for _, segment := range segments {
if maxJSONStatsTaskCount >= Params.DataCoordCfg.JSONStatsTriggerCount.GetAsInt() {
break
}
if err := jm.SubmitStatsTask(segment.GetID(), segment.GetID(), indexpb.StatsSubJob_JsonKeyIndexJob, true); err != nil {
log.Warn("create stats task with json key index for segment failed, wait for retry:",
zap.Int64("segmentID", segment.GetID()), zap.Error(err))
continue
}
maxJSONStatsTaskCount++
}
}
return lastJSONStatsLastTrigger, maxJSONStatsTaskCount
}
func (jm *statsJobManager) triggerBM25StatsTask() {

7
internal/datacoord/task_stats.go
View File

@ -238,8 +238,11 @@ func (st *statsTask) PreCheck(ctx context.Context, dependency *taskScheduler) bo
CollectionTtl: collTtl.Nanoseconds(),
CurrentTs: tsoutil.GetCurrentTime(),
// update version after check
TaskVersion: statsMeta.GetVersion() + 1,
BinlogMaxSize: Params.DataNodeCfg.BinLogMaxSize.GetAsUint64(),
TaskVersion: statsMeta.GetVersion() + 1,
BinlogMaxSize: Params.DataNodeCfg.BinLogMaxSize.GetAsUint64(),
EnableJsonKeyStats: Params.CommonCfg.EnabledJSONKeyStats.GetAsBool(),
JsonKeyStatsTantivyMemory: Params.DataCoordCfg.JSONKeyStatsMemoryBudgetInTantivy.GetAsInt64(),
JsonKeyStatsDataFormat: 0,
}
log.Info("stats task pre check successfully", zap.String("subJobType", st.subJobType.String()),

9
internal/indexnode/indexnode.go
View File

@ -198,15 +198,6 @@ func (i *IndexNode) initSegcore() {
cGpuMemoryPoolInitSize := C.uint32_t(paramtable.Get().GpuConfig.InitSize.GetAsUint32())
cGpuMemoryPoolMaxSize := C.uint32_t(paramtable.Get().GpuConfig.MaxSize.GetAsUint32())
C.SegcoreSetKnowhereGpuMemoryPoolSize(cGpuMemoryPoolInitSize, cGpuMemoryPoolMaxSize)
cJSONIndexMemoryBudgetInTantivy := C.int64_t(paramtable.Get().QueryNodeCfg.JSONIndexMemoryBudgetInTantivy.GetAsInt64() * 1024 * 1024)
C.InitDefaultJSONKeyIndexMemoryBudget(cJSONIndexMemoryBudgetInTantivy)
cJSONIndexCommitInterval := C.int64_t(paramtable.Get().QueryNodeCfg.JSONIndexCommitInterval.GetAsInt64())
C.InitDefaultJSONKeyIndexCommitInterval(cJSONIndexCommitInterval)
cJSONIndexEnabled := C.bool(Params.CommonCfg.EnabledJSONKeyStats.GetAsBool())
C.InitDefaultJSONKeyIndexEnable(cJSONIndexEnabled)
}
func (i *IndexNode) CloseSegcore() {

33
internal/indexnode/indexnode_test.go
View File

@ -633,22 +633,23 @@ func (s *IndexNodeSuite) Test_CreateStatsTask() {
s.Run("normal case", func() {
taskID := int64(100)
req := &workerpb.CreateStatsRequest{
ClusterID: "cluster2",
TaskID: taskID,
CollectionID: s.collID,
PartitionID: s.partID,
InsertChannel: "ch1",
SegmentID: s.segID,
InsertLogs: fieldBinlogs,
DeltaLogs: nil,
StorageConfig: s.storageConfig,
Schema: generateTestSchema(),
TargetSegmentID: s.segID + 1,
StartLogID: s.logID + 100,
EndLogID: s.logID + 200,
NumRows: s.numRows,
BinlogMaxSize: 131000,
SubJobType: indexpb.StatsSubJob_Sort,
ClusterID: "cluster2",
TaskID: taskID,
CollectionID: s.collID,
PartitionID: s.partID,
InsertChannel: "ch1",
SegmentID: s.segID,
InsertLogs: fieldBinlogs,
DeltaLogs: nil,
StorageConfig: s.storageConfig,
Schema: generateTestSchema(),
TargetSegmentID: s.segID + 1,
StartLogID: s.logID + 100,
EndLogID: s.logID + 200,
NumRows: s.numRows,
BinlogMaxSize: 131000,
SubJobType: indexpb.StatsSubJob_Sort,
EnableJsonKeyStats: false,
}
status, err := s.in.CreateJobV2(ctx, &workerpb.CreateJobV2Request{

38
internal/indexnode/task_stats.go
View File

@ -351,7 +351,12 @@ func (st *statsTask) Execute(ctx context.Context) error {
log.Ctx(ctx).Warn("stats wrong, failed to create text index", zap.Error(err))
return err
}
} else if st.req.GetSubJobType() == indexpb.StatsSubJob_JsonKeyIndexJob {
}
if st.req.GetSubJobType() == indexpb.StatsSubJob_Sort || st.req.GetSubJobType() == indexpb.StatsSubJob_JsonKeyIndexJob {
if !st.req.GetEnableJsonKeyStats() {
return nil
}
err = st.createJSONKeyIndex(ctx,
st.req.GetStorageConfig(),
st.req.GetCollectionID(),
@ -359,6 +364,8 @@ func (st *statsTask) Execute(ctx context.Context) error {
st.req.GetTargetSegmentID(),
st.req.GetTaskVersion(),
st.req.GetTaskID(),
st.req.GetJsonKeyStatsTantivyMemory(),
st.req.GetJsonKeyStatsDataFormat(),
insertLogs)
if err != nil {
log.Warn("stats wrong, failed to create json index", zap.Error(err))
@ -755,6 +762,8 @@ func (st *statsTask) createJSONKeyIndex(ctx context.Context,
segmentID int64,
version int64,
taskID int64,
tantivyMemory int64,
jsonKeyStatsDataFormat int64,
insertBinlogs []*datapb.FieldBinlog,
) error {
log := log.Ctx(ctx).With(
@ -802,14 +811,16 @@ func (st *statsTask) createJSONKeyIndex(ctx context.Context,
}
buildIndexParams := &indexcgopb.BuildIndexInfo{
BuildID: taskID,
CollectionID: collectionID,
PartitionID: partitionID,
SegmentID: segmentID,
IndexVersion: version,
InsertFiles: files,
FieldSchema: field,
StorageConfig: newStorageConfig,
BuildID: taskID,
CollectionID: collectionID,
PartitionID: partitionID,
SegmentID: segmentID,
IndexVersion: version,
InsertFiles: files,
FieldSchema: field,
StorageConfig: newStorageConfig,
JsonKeyStatsTantivyMemory: tantivyMemory,
JsonKeyStatsDataFormat: jsonKeyStatsDataFormat,
}
uploaded, err := indexcgowrapper.CreateJSONKeyIndex(ctx, buildIndexParams)
@ -817,10 +828,11 @@ func (st *statsTask) createJSONKeyIndex(ctx context.Context,
return err
}
jsonKeyIndexStats[field.GetFieldID()] = &datapb.JsonKeyStats{
FieldID: field.GetFieldID(),
Version: version,
BuildID: taskID,
Files: lo.Keys(uploaded),
FieldID: field.GetFieldID(),
Version: version,
BuildID: taskID,
Files: lo.Keys(uploaded),
JsonKeyStatsDataFormat: jsonKeyStatsDataFormat,
}
log.Info("field enable json key index, create json key index done",
zap.Int64("field id", field.GetFieldID()),

92
internal/querycoordv2/checkers/index_checker.go
View File

@ -23,6 +23,7 @@ import (
"github.com/samber/lo"
"go.uber.org/zap"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
"github.com/milvus-io/milvus/internal/querycoordv2/meta"
"github.com/milvus-io/milvus/internal/querycoordv2/params"
"github.com/milvus-io/milvus/internal/querycoordv2/session"
@ -32,6 +33,7 @@ import (
"github.com/milvus-io/milvus/pkg/v2/proto/datapb"
"github.com/milvus-io/milvus/pkg/v2/proto/indexpb"
"github.com/milvus-io/milvus/pkg/v2/proto/querypb"
"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
"github.com/milvus-io/milvus/pkg/v2/util/typeutil"
)
@ -90,20 +92,25 @@ func (c *IndexChecker) Check(ctx context.Context) []task.Task {
}
collection := c.meta.CollectionManager.GetCollection(ctx, collectionID)
schema := c.meta.CollectionManager.GetCollectionSchema(ctx, collectionID)
if collection == nil {
log.Warn("collection released during check index", zap.Int64("collection", collectionID))
continue
}
if schema == nil {
log.Warn("schema released during check index", zap.Int64("collection", collectionID))
continue
}
replicas := c.meta.ReplicaManager.GetByCollection(ctx, collectionID)
for _, replica := range replicas {
tasks = append(tasks, c.checkReplica(ctx, collection, replica, indexInfos)...)
tasks = append(tasks, c.checkReplica(ctx, collection, replica, indexInfos, schema)...)
}
}
return tasks
}
func (c *IndexChecker) checkReplica(ctx context.Context, collection *meta.Collection, replica *meta.Replica, indexInfos []*indexpb.IndexInfo) []task.Task {
func (c *IndexChecker) checkReplica(ctx context.Context, collection *meta.Collection, replica *meta.Replica, indexInfos []*indexpb.IndexInfo, schema *schemapb.CollectionSchema) []task.Task {
log := log.Ctx(ctx).With(
zap.Int64("collectionID", collection.GetCollectionID()),
)
@ -114,6 +121,9 @@ func (c *IndexChecker) checkReplica(ctx context.Context, collection *meta.Collec
roNodeSet := typeutil.NewUniqueSet(replica.GetRONodes()...)
targets := make(map[int64][]int64) // segmentID => FieldID
idSegmentsStats := make(map[int64]*meta.Segment)
targetsStats := make(map[int64][]int64) // segmentID => FieldID
for _, segment := range segments {
// skip update index in read only node
if roNodeSet.Contain(segment.Node) {
@ -127,9 +137,13 @@ func (c *IndexChecker) checkReplica(ctx context.Context, collection *meta.Collec
}
missing := c.checkSegment(segment, indexInfos)
missingStats := c.checkSegmentStats(segment, schema, collection.LoadFields)
if len(missing) > 0 {
targets[segment.GetID()] = missing
idSegments[segment.GetID()] = segment
} else if len(missingStats) > 0 {
targetsStats[segment.GetID()] = missingStats
idSegmentsStats[segment.GetID()] = segment
}
}
@ -157,6 +171,29 @@ func (c *IndexChecker) checkReplica(ctx context.Context, collection *meta.Collec
return c.createSegmentUpdateTask(ctx, idSegments[segmentID], replica)
})
segmentsStatsToUpdate := typeutil.NewSet[int64]()
for _, segmentIDs := range lo.Chunk(lo.Keys(idSegmentsStats), MaxSegmentNumPerGetIndexInfoRPC) {
segmentInfos, err := c.broker.GetSegmentInfo(ctx, segmentIDs...)
if err != nil {
log.Warn("failed to get SegmentInfo for segments", zap.Int64s("segmentIDs", segmentIDs), zap.Error(err))
continue
}
for _, segmentInfo := range segmentInfos {
fields := targetsStats[segmentInfo.ID]
missingFields := typeutil.NewSet(fields...)
for field := range segmentInfo.GetJsonKeyStats() {
if missingFields.Contain(field) {
segmentsStatsToUpdate.Insert(segmentInfo.ID)
}
}
}
}
tasksStats := lo.FilterMap(segmentsStatsToUpdate.Collect(), func(segmentID int64, _ int) (task.Task, bool) {
return c.createSegmentStatsUpdateTask(ctx, idSegmentsStats[segmentID], replica)
})
tasks = append(tasks, tasksStats...)
return tasks
}
@ -200,3 +237,54 @@ func (c *IndexChecker) createSegmentUpdateTask(ctx context.Context, segment *met
t.SetReason("missing index")
return t, true
}
func (c *IndexChecker) checkSegmentStats(segment *meta.Segment, schema *schemapb.CollectionSchema, loadField []int64) (missFieldIDs []int64) {
var result []int64
if paramtable.Get().CommonCfg.EnabledJSONKeyStats.GetAsBool() {
loadFieldMap := make(map[int64]struct{})
for _, v := range loadField {
loadFieldMap[v] = struct{}{}
}
jsonStatsFieldMap := make(map[int64]struct{})
for _, v := range segment.JSONIndexField {
jsonStatsFieldMap[v] = struct{}{}
}
for _, field := range schema.GetFields() {
// Check if the field exists in both loadFieldMap and jsonStatsFieldMap
h := typeutil.CreateFieldSchemaHelper(field)
if h.EnableJSONKeyIndex() {
if _, ok := loadFieldMap[field.FieldID]; ok {
if _, ok := jsonStatsFieldMap[field.FieldID]; !ok {
result = append(result, field.FieldID)
}
}
}
}
}
return result
}
func (c *IndexChecker) createSegmentStatsUpdateTask(ctx context.Context, segment *meta.Segment, replica *meta.Replica) (task.Task, bool) {
action := task.NewSegmentActionWithScope(segment.Node, task.ActionTypeStatsUpdate, segment.GetInsertChannel(), segment.GetID(), querypb.DataScope_Historical, int(segment.GetNumOfRows()))
t, err := task.NewSegmentTask(
ctx,
params.Params.QueryCoordCfg.SegmentTaskTimeout.GetAsDuration(time.Millisecond),
c.ID(),
segment.GetCollectionID(),
replica,
action,
)
if err != nil {
log.Warn("create segment stats update task failed",
zap.Int64("collection", segment.GetCollectionID()),
zap.String("channel", segment.GetInsertChannel()),
zap.Int64("node", segment.Node),
zap.Error(err),
)
return nil, false
}
t.SetPriority(task.TaskPriorityLow)
t.SetReason("missing json stats")
return t, true
}

256
internal/querycoordv2/checkers/index_checker_test.go
View File

@ -24,6 +24,7 @@ import (
"github.com/stretchr/testify/mock"
"github.com/stretchr/testify/suite"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
etcdkv "github.com/milvus-io/milvus/internal/kv/etcd"
"github.com/milvus-io/milvus/internal/metastore/kv/querycoord"
"github.com/milvus-io/milvus/internal/querycoordv2/meta"
@ -97,6 +98,12 @@ func (suite *IndexCheckerSuite) TestLoadIndex() {
// meta
coll := utils.CreateTestCollection(1, 1)
coll.FieldIndexID = map[int64]int64{101: 1000}
coll.Schema = &schemapb.CollectionSchema{
Name: "test_loadJsonIndex",
Fields: []*schemapb.FieldSchema{
{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
},
}
checker.meta.CollectionManager.PutCollection(ctx, coll)
checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
@ -133,6 +140,8 @@ func (suite *IndexCheckerSuite) TestLoadIndex() {
},
}, nil)
suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
Return([]*datapb.SegmentInfo{}, nil).Maybe()
tasks := checker.Check(context.Background())
suite.Require().Len(tasks, 1)
@ -162,6 +171,12 @@ func (suite *IndexCheckerSuite) TestIndexInfoNotMatch() {
// meta
coll := utils.CreateTestCollection(1, 1)
coll.FieldIndexID = map[int64]int64{101: 1000}
coll.Schema = &schemapb.CollectionSchema{
Name: "test_loadJsonIndex",
Fields: []*schemapb.FieldSchema{
{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
},
}
checker.meta.CollectionManager.PutCollection(ctx, coll)
checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
@ -211,7 +226,8 @@ func (suite *IndexCheckerSuite) TestIndexInfoNotMatch() {
IndexID: 1000,
},
}, nil)
suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
Return([]*datapb.SegmentInfo{}, nil).Maybe()
tasks := checker.Check(context.Background())
suite.Require().Len(tasks, 0)
}
@ -223,6 +239,12 @@ func (suite *IndexCheckerSuite) TestGetIndexInfoFailed() {
// meta
coll := utils.CreateTestCollection(1, 1)
coll.FieldIndexID = map[int64]int64{101: 1000}
coll.Schema = &schemapb.CollectionSchema{
Name: "test_loadJsonIndex",
Fields: []*schemapb.FieldSchema{
{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
},
}
checker.meta.CollectionManager.PutCollection(ctx, coll)
checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
@ -251,7 +273,8 @@ func (suite *IndexCheckerSuite) TestGetIndexInfoFailed() {
IndexID: 1000,
},
}, nil)
suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
Return([]*datapb.SegmentInfo{}, nil).Maybe()
tasks := checker.Check(context.Background())
suite.Require().Len(tasks, 0)
}
@ -263,6 +286,12 @@ func (suite *IndexCheckerSuite) TestCreateNewIndex() {
// meta
coll := utils.CreateTestCollection(1, 1)
coll.FieldIndexID = map[int64]int64{101: 1000}
coll.Schema = &schemapb.CollectionSchema{
Name: "test_loadJsonIndex",
Fields: []*schemapb.FieldSchema{
{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
},
}
checker.meta.CollectionManager.PutCollection(ctx, coll)
checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
@ -317,13 +346,234 @@ func (suite *IndexCheckerSuite) TestCreateNewIndex() {
IndexFilePaths: []string{"index"},
},
}}, nil)
suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
Return([]*datapb.SegmentInfo{}, nil).Maybe()
tasks := checker.Check(context.Background())
suite.Len(tasks, 1)
suite.Len(tasks[0].Actions(), 1)
suite.Equal(tasks[0].Actions()[0].(*task.SegmentAction).Type(), task.ActionTypeUpdate)
}
func (suite *IndexCheckerSuite) TestLoadJsonIndex() {
checker := suite.checker
ctx := context.Background()
paramtable.Get().Save(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key, "true")
defer paramtable.Get().Reset(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key)
// meta
coll := utils.CreateTestCollection(1, 1)
coll.FieldIndexID = map[int64]int64{101: 1000}
coll.Schema = &schemapb.CollectionSchema{
Name: "test_loadJsonIndex",
Fields: []*schemapb.FieldSchema{
{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
},
}
coll.LoadFields = []int64{101}
checker.meta.CollectionManager.PutCollection(ctx, coll)
checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
NodeID: 1,
Address: "localhost",
Hostname: "localhost",
}))
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
NodeID: 2,
Address: "localhost",
Hostname: "localhost",
}))
checker.meta.ResourceManager.HandleNodeUp(ctx, 1)
checker.meta.ResourceManager.HandleNodeUp(ctx, 2)
// dist
fieldIndexInfo := &querypb.FieldIndexInfo{
FieldID: 101,
IndexID: 1000,
EnableIndex: true,
}
indexInfo := make(map[int64]*querypb.FieldIndexInfo)
indexInfo[fieldIndexInfo.IndexID] = fieldIndexInfo
segment := utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel")
segment.IndexInfo = indexInfo
checker.dist.SegmentDistManager.Update(1, segment)
// broker
suite.broker.EXPECT().ListIndexes(mock.Anything, mock.Anything).Call.Return(
func(ctx context.Context, collectionID int64) ([]*indexpb.IndexInfo, error) {
return []*indexpb.IndexInfo{
{
FieldID: 101,
IndexID: 1000,
},
}, nil
},
)
mockJSONKeyStats := map[int64]*datapb.JsonKeyStats{
101: {
FieldID: 101,
},
}
suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
Return([]*datapb.SegmentInfo{
{
ID: 2,
JsonKeyStats: mockJSONKeyStats,
},
}, nil).Maybe()
tasks := checker.Check(context.Background())
suite.Require().Len(tasks, 1)
t := tasks[0]
suite.Require().Len(t.Actions(), 1)
action, ok := t.Actions()[0].(*task.SegmentAction)
suite.Require().True(ok)
suite.EqualValues(200, t.ReplicaID())
suite.Equal(task.ActionTypeStatsUpdate, action.Type())
suite.EqualValues(2, action.GetSegmentID())
// test skip load json index for read only node
suite.nodeMgr.Stopping(1)
suite.nodeMgr.Stopping(2)
suite.meta.ResourceManager.HandleNodeStopping(ctx, 1)
suite.meta.ResourceManager.HandleNodeStopping(ctx, 2)
utils.RecoverAllCollection(suite.meta)
tasks = checker.Check(context.Background())
suite.Require().Len(tasks, 0)
}
func (suite *IndexCheckerSuite) TestJsonIndexNotMatch() {
checker := suite.checker
ctx := context.Background()
paramtable.Get().Save(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key, "true")
defer paramtable.Get().Reset(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key)
// meta
coll := utils.CreateTestCollection(1, 1)
coll.FieldIndexID = map[int64]int64{101: 1000}
coll.Schema = &schemapb.CollectionSchema{
Name: "test_loadJsonIndex",
Fields: []*schemapb.FieldSchema{
{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
},
}
checker.meta.CollectionManager.PutCollection(ctx, coll)
checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
NodeID: 1,
Address: "localhost",
Hostname: "localhost",
}))
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
NodeID: 2,
Address: "localhost",
Hostname: "localhost",
}))
checker.meta.ResourceManager.HandleNodeUp(ctx, 1)
checker.meta.ResourceManager.HandleNodeUp(ctx, 2)
// dist
checker.dist.SegmentDistManager.Update(1, utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel"))
// broker
suite.broker.EXPECT().ListIndexes(mock.Anything, mock.Anything).Call.Return(
func(ctx context.Context, collectionID int64) ([]*indexpb.IndexInfo, error) {
return []*indexpb.IndexInfo{
{
FieldID: 101,
IndexID: 1000,
},
}, nil
},
)
suite.broker.EXPECT().GetIndexInfo(mock.Anything, mock.Anything, mock.AnythingOfType("int64")).
Return(map[int64][]*querypb.FieldIndexInfo{2: {
{
FieldID: 101,
IndexID: 1000,
EnableIndex: false,
IndexFilePaths: []string{"index"},
},
}}, nil)
suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
Return([]*datapb.SegmentInfo{
{},
}, nil).Maybe()
tasks := checker.Check(context.Background())
suite.Require().Len(tasks, 0)
}
func (suite *IndexCheckerSuite) TestCreateNewJsonIndex() {
checker := suite.checker
ctx := context.Background()
paramtable.Get().Save(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key, "true")
defer paramtable.Get().Reset(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key)
// meta
coll := utils.CreateTestCollection(1, 1)
coll.FieldIndexID = map[int64]int64{101: 1000}
coll.LoadFields = []int64{101}
coll.Schema = &schemapb.CollectionSchema{
Name: "test_loadJsonIndex",
Fields: []*schemapb.FieldSchema{
{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
},
}
checker.meta.CollectionManager.PutCollection(ctx, coll)
checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
NodeID: 1,
Address: "localhost",
Hostname: "localhost",
}))
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
NodeID: 2,
Address: "localhost",
Hostname: "localhost",
}))
checker.meta.ResourceManager.HandleNodeUp(ctx, 1)
checker.meta.ResourceManager.HandleNodeUp(ctx, 2)
// dist
fieldIndexInfo := &querypb.FieldIndexInfo{
FieldID: 101,
IndexID: 1000,
EnableIndex: true,
}
indexInfo := make(map[int64]*querypb.FieldIndexInfo)
indexInfo[fieldIndexInfo.IndexID] = fieldIndexInfo
segment := utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel")
segment.IndexInfo = indexInfo
checker.dist.SegmentDistManager.Update(1, segment)
// broker
suite.broker.EXPECT().ListIndexes(mock.Anything, mock.Anything).Call.Return(
func(ctx context.Context, collectionID int64) ([]*indexpb.IndexInfo, error) {
return []*indexpb.IndexInfo{
{
FieldID: 101,
IndexID: 1000,
},
}, nil
},
)
mockJSONKeyStats := map[int64]*datapb.JsonKeyStats{
101: {
FieldID: 101,
},
}
suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
Return([]*datapb.SegmentInfo{
{
ID: 2,
JsonKeyStats: mockJSONKeyStats,
},
}, nil).Maybe()
tasks := checker.Check(context.Background())
suite.Len(tasks, 1)
suite.Len(tasks[0].Actions(), 1)
suite.Equal(tasks[0].Actions()[0].(*task.SegmentAction).Type(), task.ActionTypeStatsUpdate)
}
func TestIndexChecker(t *testing.T) {
suite.Run(t, new(IndexCheckerSuite))
}

2
internal/querycoordv2/job/job_load.go
View File

@ -218,6 +218,7 @@ func (job *LoadCollectionJob) Execute() error {
},
CreatedAt: time.Now(),
LoadSpan: sp,
Schema: collectionInfo.GetSchema(),
}
job.undo.IsNewCollection = true
err = job.meta.CollectionManager.PutCollection(job.ctx, collection, partitions...)
@ -420,6 +421,7 @@ func (job *LoadPartitionJob) Execute() error {
},
CreatedAt: time.Now(),
LoadSpan: sp,
Schema: collectionInfo.GetSchema(),
}
err = job.meta.CollectionManager.PutCollection(job.ctx, collection, partitions...)
if err != nil {

13
internal/querycoordv2/meta/collection_manager.go
View File

@ -50,6 +50,7 @@ type Collection struct {
mut sync.RWMutex
refreshNotifier chan struct{}
LoadSpan trace.Span
Schema *schemapb.CollectionSchema
}
func (collection *Collection) SetRefreshNotifier(notifier chan struct{}) {
@ -85,6 +86,7 @@ func (collection *Collection) Clone() *Collection {
UpdatedAt: collection.UpdatedAt,
refreshNotifier: collection.refreshNotifier,
LoadSpan: collection.LoadSpan,
Schema: collection.Schema,
}
}
@ -238,6 +240,7 @@ func (m *CollectionManager) upgradeLoadFields(ctx context.Context, collection *q
err = m.putCollection(ctx, true, &Collection{
CollectionLoadInfo: collection,
LoadPercentage: 100,
Schema: resp.GetSchema(),
})
if err != nil {
return err
@ -253,6 +256,16 @@ func (m *CollectionManager) GetCollection(ctx context.Context, collectionID type
return m.collections[collectionID]
}
func (m *CollectionManager) GetCollectionSchema(ctx context.Context, collectionID typeutil.UniqueID) *schemapb.CollectionSchema {
m.rwmutex.RLock()
defer m.rwmutex.RUnlock()
collection, ok := m.collections[collectionID]
if !ok {
return nil
}
return collection.Schema
}
func (m *CollectionManager) GetPartition(ctx context.Context, partitionID typeutil.UniqueID) *Partition {
m.rwmutex.RLock()
defer m.rwmutex.RUnlock()

8
internal/querycoordv2/task/action.go
View File

@ -33,12 +33,14 @@ const (
ActionTypeGrow ActionType = iota + 1
ActionTypeReduce
ActionTypeUpdate
ActionTypeStatsUpdate
)
var ActionTypeName = map[ActionType]string{
ActionTypeGrow: "Grow",
ActionTypeReduce: "Reduce",
ActionTypeUpdate: "Update",
ActionTypeGrow: "Grow",
ActionTypeReduce: "Reduce",
ActionTypeUpdate: "Update",
ActionTypeStatsUpdate: "StatsUpdate",
}
func (t ActionType) String() string {

5
internal/querycoordv2/task/executor.go
View File

@ -156,7 +156,7 @@ func (ex *Executor) removeTask(task Task, step int) {
func (ex *Executor) executeSegmentAction(task *SegmentTask, step int) {
switch task.Actions()[step].Type() {
case ActionTypeGrow, ActionTypeUpdate:
case ActionTypeGrow, ActionTypeUpdate, ActionTypeStatsUpdate:
ex.loadSegment(task, step)
case ActionTypeReduce:
@ -469,6 +469,9 @@ func (ex *Executor) executeLeaderAction(task *LeaderTask, step int) {
case ActionTypeUpdate:
ex.updatePartStatsVersions(task, step)
case ActionTypeStatsUpdate:
ex.updatePartStatsVersions(task, step)
}
}

6
internal/querycoordv2/task/utils.go
View File

@ -95,6 +95,8 @@ func GetTaskType(task Task) Type {
return TaskTypeReduce
case task.Actions()[0].Type() == ActionTypeUpdate:
return TaskTypeUpdate
case task.Actions()[0].Type() == ActionTypeStatsUpdate:
return TaskTypeStatsUpdate
}
return 0
}
@ -132,6 +134,10 @@ func packLoadSegmentRequest(
loadScope = querypb.LoadScope_Index
}
if action.Type() == ActionTypeStatsUpdate {
loadScope = querypb.LoadScope_Stats
}
if task.Source() == utils.LeaderChecker {
loadScope = querypb.LoadScope_Delta
}

39
internal/querynodev2/handlers.go
View File

@ -186,6 +186,45 @@ func (node *QueryNode) loadIndex(ctx context.Context, req *querypb.LoadSegmentsR
return status
}
func (node *QueryNode) loadStats(ctx context.Context, req *querypb.LoadSegmentsRequest) *commonpb.Status {
log := log.Ctx(ctx).With(
zap.Int64("collectionID", req.GetCollectionID()),
zap.Int64s("segmentIDs", lo.Map(req.GetInfos(), func(info *querypb.SegmentLoadInfo, _ int) int64 { return info.GetSegmentID() })),
)
status := merr.Success()
log.Info("start to load stats")
for _, info := range req.GetInfos() {
log := log.With(zap.Int64("segmentID", info.GetSegmentID()))
segment := node.manager.Segment.GetSealed(info.GetSegmentID())
if segment == nil {
log.Warn("segment not found for load stats operation")
continue
}
localSegment, ok := segment.(*segments.LocalSegment)
if !ok {
log.Warn("segment not local for load stats opeartion")
continue
}
if localSegment.IsLazyLoad() {
localSegment.SetLoadInfo(info)
localSegment.SetNeedUpdatedVersion(req.GetVersion())
node.manager.DiskCache.MarkItemNeedReload(ctx, localSegment.ID())
return nil
}
err := node.loader.LoadJSONIndex(ctx, localSegment, info)
if err != nil {
log.Warn("failed to load stats", zap.Error(err))
status = merr.Status(err)
break
}
}
return status
}
func (node *QueryNode) queryChannel(ctx context.Context, req *querypb.QueryRequest, channel string) (*internalpb.RetrieveResults, error) {
msgID := req.Req.Base.GetMsgID()
traceID := trace.SpanFromContext(ctx).SpanContext().TraceID()

15
internal/querynodev2/segments/segment.go
View File

@ -1174,13 +1174,14 @@ func (s *LocalSegment) LoadJSONKeyIndex(ctx context.Context, jsonKeyStats *datap
}
cgoProto := &indexcgopb.LoadJsonKeyIndexInfo{
FieldID: jsonKeyStats.GetFieldID(),
Version: jsonKeyStats.GetVersion(),
BuildID: jsonKeyStats.GetBuildID(),
Files: jsonKeyStats.GetFiles(),
Schema: f,
CollectionID: s.Collection(),
PartitionID: s.Partition(),
FieldID: jsonKeyStats.GetFieldID(),
Version: jsonKeyStats.GetVersion(),
BuildID: jsonKeyStats.GetBuildID(),
Files: jsonKeyStats.GetFiles(),
Schema: f,
CollectionID: s.Collection(),
PartitionID: s.Partition(),
JsonKeyStatsDataFormat: jsonKeyStats.GetJsonKeyStatsDataFormat(),
}
marshaled, err := proto.Marshal(cgoProto)

12
internal/querynodev2/server.go
View File

@ -233,15 +233,11 @@ func (node *QueryNode) InitSegcore() error {
cExprBatchSize := C.int64_t(paramtable.Get().QueryNodeCfg.ExprEvalBatchSize.GetAsInt64())
C.InitDefaultExprEvalBatchSize(cExprBatchSize)
cJSONIndexMemoryBudgetInTantivy := C.int64_t(paramtable.Get().QueryNodeCfg.JSONIndexMemoryBudgetInTantivy.GetAsInt64() * 1024 * 1024)
C.InitDefaultJSONKeyIndexMemoryBudget(cJSONIndexMemoryBudgetInTantivy)
cJSONIndexCommitInterval := C.int64_t(paramtable.Get().QueryNodeCfg.JSONIndexCommitInterval.GetAsInt64())
C.InitDefaultJSONKeyIndexCommitInterval(cJSONIndexCommitInterval)
cJSONIndexEnabled := C.bool(paramtable.Get().CommonCfg.EnabledJSONKeyStats.GetAsBool())
C.InitDefaultJSONKeyIndexEnable(cJSONIndexEnabled)
cJSONKeyStatsCommitInterval := C.int64_t(paramtable.Get().QueryNodeCfg.JSONKeyStatsCommitInterval.GetAsInt64())
C.InitDefaultJSONKeyStatsCommitInterval(cJSONKeyStatsCommitInterval)
cJSONKeyStatsEnabled := C.bool(paramtable.Get().CommonCfg.EnabledJSONKeyStats.GetAsBool())
C.InitDefaultJSONKeyStatsEnable(cJSONKeyStatsEnabled)
cGpuMemoryPoolInitSize := C.uint32_t(paramtable.Get().GpuConfig.InitSize.GetAsUint32())
cGpuMemoryPoolMaxSize := C.uint32_t(paramtable.Get().GpuConfig.MaxSize.GetAsUint32())
C.SegcoreSetKnowhereGpuMemoryPoolSize(cGpuMemoryPoolInitSize, cGpuMemoryPoolMaxSize)

3
internal/querynodev2/services.go
View File

@ -492,6 +492,9 @@ func (node *QueryNode) LoadSegments(ctx context.Context, req *querypb.LoadSegmen
if req.GetLoadScope() == querypb.LoadScope_Index {
return node.loadIndex(ctx, req), nil
}
if req.GetLoadScope() == querypb.LoadScope_Stats {
return node.loadStats(ctx, req), nil
}
// Actual load segment
log.Info("start to load segments...")

3
pkg/common/common.go
View File

@ -116,6 +116,9 @@ const (
// TextIndexPath storage path const for text index
TextIndexPath = "text_log"
// JSONIndexPath storage path const for json index
JSONIndexPath = "json_key_index_log"
)
// Search, Index parameter keys

1
pkg/proto/data_coord.proto
View File

@ -457,6 +457,7 @@ message JsonKeyStats {
int64 log_size = 4;
int64 memory_size = 5;
int64 buildID = 6;
int64 json_key_stats_data_format =7;
}
message Binlog {

2830
pkg/proto/datapb/data_coord.pb.go
View File

File diff suppressed because it is too large Load Diff

3
pkg/proto/index_cgo_msg.proto
View File

@ -82,6 +82,8 @@ message BuildIndexInfo {
repeated OptionalFieldInfo opt_fields = 19;
bool partition_key_isolation = 20;
int32 current_scalar_index_version = 21;
int64 json_key_stats_tantivy_memory = 22;
int64 json_key_stats_data_format = 23;
}
message LoadTextIndexInfo {
@ -102,4 +104,5 @@ message LoadJsonKeyIndexInfo {
schema.FieldSchema schema = 5;
int64 collectionID = 6;
int64 partitionID = 7;
int64 json_key_stats_data_format=8;
}

124
pkg/proto/indexcgopb/index_cgo_msg.pb.go
View File

@ -572,6 +572,8 @@ type BuildIndexInfo struct {
OptFields []*OptionalFieldInfo `protobuf:"bytes,19,rep,name=opt_fields,json=optFields,proto3" json:"opt_fields,omitempty"`
PartitionKeyIsolation bool `protobuf:"varint,20,opt,name=partition_key_isolation,json=partitionKeyIsolation,proto3" json:"partition_key_isolation,omitempty"`
CurrentScalarIndexVersion int32 `protobuf:"varint,21,opt,name=current_scalar_index_version,json=currentScalarIndexVersion,proto3" json:"current_scalar_index_version,omitempty"`
JsonKeyStatsTantivyMemory int64 `protobuf:"varint,22,opt,name=json_key_stats_tantivy_memory,json=jsonKeyStatsTantivyMemory,proto3" json:"json_key_stats_tantivy_memory,omitempty"`
JsonKeyStatsDataFormat int64 `protobuf:"varint,23,opt,name=json_key_stats_data_format,json=jsonKeyStatsDataFormat,proto3" json:"json_key_stats_data_format,omitempty"`
}
func (x *BuildIndexInfo) Reset() {
@ -753,6 +755,20 @@ func (x *BuildIndexInfo) GetCurrentScalarIndexVersion() int32 {
return 0
}
func (x *BuildIndexInfo) GetJsonKeyStatsTantivyMemory() int64 {
if x != nil {
return x.JsonKeyStatsTantivyMemory
}
return 0
}
func (x *BuildIndexInfo) GetJsonKeyStatsDataFormat() int64 {
if x != nil {
return x.JsonKeyStatsDataFormat
}
return 0
}
type LoadTextIndexInfo struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
@ -853,13 +869,14 @@ type LoadJsonKeyIndexInfo struct {
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
FieldID int64 `protobuf:"varint,1,opt,name=FieldID,proto3" json:"FieldID,omitempty"`
Version int64 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
BuildID int64 `protobuf:"varint,3,opt,name=buildID,proto3" json:"buildID,omitempty"`
Files []string `protobuf:"bytes,4,rep,name=files,proto3" json:"files,omitempty"`
Schema *schemapb.FieldSchema `protobuf:"bytes,5,opt,name=schema,proto3" json:"schema,omitempty"`
CollectionID int64 `protobuf:"varint,6,opt,name=collectionID,proto3" json:"collectionID,omitempty"`
PartitionID int64 `protobuf:"varint,7,opt,name=partitionID,proto3" json:"partitionID,omitempty"`
FieldID int64 `protobuf:"varint,1,opt,name=FieldID,proto3" json:"FieldID,omitempty"`
Version int64 `protobuf:"varint,2,opt,name=version,proto3" json:"version,omitempty"`
BuildID int64 `protobuf:"varint,3,opt,name=buildID,proto3" json:"buildID,omitempty"`
Files []string `protobuf:"bytes,4,rep,name=files,proto3" json:"files,omitempty"`
Schema *schemapb.FieldSchema `protobuf:"bytes,5,opt,name=schema,proto3" json:"schema,omitempty"`
CollectionID int64 `protobuf:"varint,6,opt,name=collectionID,proto3" json:"collectionID,omitempty"`
PartitionID int64 `protobuf:"varint,7,opt,name=partitionID,proto3" json:"partitionID,omitempty"`
JsonKeyStatsDataFormat int64 `protobuf:"varint,8,opt,name=json_key_stats_data_format,json=jsonKeyStatsDataFormat,proto3" json:"json_key_stats_data_format,omitempty"`
}
func (x *LoadJsonKeyIndexInfo) Reset() {
@ -943,6 +960,13 @@ func (x *LoadJsonKeyIndexInfo) GetPartitionID() int64 {
return 0
}
func (x *LoadJsonKeyIndexInfo) GetJsonKeyStatsDataFormat() int64 {
if x != nil {
return x.JsonKeyStatsDataFormat
}
return 0
}
var File_index_cgo_msg_proto protoreflect.FileDescriptor
var file_index_cgo_msg_proto_rawDesc = []byte{
@ -1022,7 +1046,7 @@ var file_index_cgo_msg_proto_rawDesc = []byte{
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@ -1083,42 +1107,54 @@ var file_index_cgo_msg_proto_rawDesc = []byte{
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}
var (

1
pkg/proto/query_coord.proto
View File

@ -397,6 +397,7 @@ enum LoadScope {
Full = 0;
Delta = 1;
Index = 2;
Stats = 3;
}
message LoadSegmentsRequest {

855
pkg/proto/querypb/query_coord.pb.go
View File

@ -34,6 +34,7 @@ const (
LoadScope_Full LoadScope = 0
LoadScope_Delta LoadScope = 1
LoadScope_Index LoadScope = 2
LoadScope_Stats LoadScope = 3
)
// Enum value maps for LoadScope.
@ -42,11 +43,13 @@ var (
0: "Full",
1: "Delta",
2: "Index",
3: "Stats",
}
LoadScope_value = map[string]int32{
"Full": 0,
"Delta": 1,
"Index": 2,
"Stats": 3,
}
)
@ -8600,453 +8603,453 @@ var file_query_coord_proto_rawDesc = []byte{
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}
var (

3
pkg/proto/worker.proto
View File

@ -143,6 +143,9 @@ message CreateStatsRequest {
uint64 current_ts = 17;
int64 task_version = 18;
uint64 binlogMaxSize = 19;
bool enable_json_key_stats = 20;
int64 json_key_stats_tantivy_memory = 21;
int64 json_key_stats_data_format = 22;
}
message CreateJobV2Request {

547
pkg/proto/workerpb/worker.pb.go
View File

@ -767,25 +767,28 @@ type CreateStatsRequest struct {
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
ClusterID string `protobuf:"bytes,1,opt,name=clusterID,proto3" json:"clusterID,omitempty"`
TaskID int64 `protobuf:"varint,2,opt,name=taskID,proto3" json:"taskID,omitempty"`
CollectionID int64 `protobuf:"varint,3,opt,name=collectionID,proto3" json:"collectionID,omitempty"`
PartitionID int64 `protobuf:"varint,4,opt,name=partitionID,proto3" json:"partitionID,omitempty"`
InsertChannel string `protobuf:"bytes,5,opt,name=insert_channel,json=insertChannel,proto3" json:"insert_channel,omitempty"`
SegmentID int64 `protobuf:"varint,6,opt,name=segmentID,proto3" json:"segmentID,omitempty"`
InsertLogs []*datapb.FieldBinlog `protobuf:"bytes,7,rep,name=insert_logs,json=insertLogs,proto3" json:"insert_logs,omitempty"`
DeltaLogs []*datapb.FieldBinlog `protobuf:"bytes,8,rep,name=delta_logs,json=deltaLogs,proto3" json:"delta_logs,omitempty"`
StorageConfig *indexpb.StorageConfig `protobuf:"bytes,9,opt,name=storage_config,json=storageConfig,proto3" json:"storage_config,omitempty"`
Schema *schemapb.CollectionSchema `protobuf:"bytes,10,opt,name=schema,proto3" json:"schema,omitempty"`
SubJobType indexpb.StatsSubJob `protobuf:"varint,11,opt,name=subJobType,proto3,enum=milvus.proto.index.StatsSubJob" json:"subJobType,omitempty"`
TargetSegmentID int64 `protobuf:"varint,12,opt,name=targetSegmentID,proto3" json:"targetSegmentID,omitempty"`
StartLogID int64 `protobuf:"varint,13,opt,name=startLogID,proto3" json:"startLogID,omitempty"`
EndLogID int64 `protobuf:"varint,14,opt,name=endLogID,proto3" json:"endLogID,omitempty"`
NumRows int64 `protobuf:"varint,15,opt,name=num_rows,json=numRows,proto3" json:"num_rows,omitempty"`
CollectionTtl int64 `protobuf:"varint,16,opt,name=collection_ttl,json=collectionTtl,proto3" json:"collection_ttl,omitempty"`
CurrentTs uint64 `protobuf:"varint,17,opt,name=current_ts,json=currentTs,proto3" json:"current_ts,omitempty"`
TaskVersion int64 `protobuf:"varint,18,opt,name=task_version,json=taskVersion,proto3" json:"task_version,omitempty"`
BinlogMaxSize uint64 `protobuf:"varint,19,opt,name=binlogMaxSize,proto3" json:"binlogMaxSize,omitempty"`
ClusterID string `protobuf:"bytes,1,opt,name=clusterID,proto3" json:"clusterID,omitempty"`
TaskID int64 `protobuf:"varint,2,opt,name=taskID,proto3" json:"taskID,omitempty"`
CollectionID int64 `protobuf:"varint,3,opt,name=collectionID,proto3" json:"collectionID,omitempty"`
PartitionID int64 `protobuf:"varint,4,opt,name=partitionID,proto3" json:"partitionID,omitempty"`
InsertChannel string `protobuf:"bytes,5,opt,name=insert_channel,json=insertChannel,proto3" json:"insert_channel,omitempty"`
SegmentID int64 `protobuf:"varint,6,opt,name=segmentID,proto3" json:"segmentID,omitempty"`
InsertLogs []*datapb.FieldBinlog `protobuf:"bytes,7,rep,name=insert_logs,json=insertLogs,proto3" json:"insert_logs,omitempty"`
DeltaLogs []*datapb.FieldBinlog `protobuf:"bytes,8,rep,name=delta_logs,json=deltaLogs,proto3" json:"delta_logs,omitempty"`
StorageConfig *indexpb.StorageConfig `protobuf:"bytes,9,opt,name=storage_config,json=storageConfig,proto3" json:"storage_config,omitempty"`
Schema *schemapb.CollectionSchema `protobuf:"bytes,10,opt,name=schema,proto3" json:"schema,omitempty"`
SubJobType indexpb.StatsSubJob `protobuf:"varint,11,opt,name=subJobType,proto3,enum=milvus.proto.index.StatsSubJob" json:"subJobType,omitempty"`
TargetSegmentID int64 `protobuf:"varint,12,opt,name=targetSegmentID,proto3" json:"targetSegmentID,omitempty"`
StartLogID int64 `protobuf:"varint,13,opt,name=startLogID,proto3" json:"startLogID,omitempty"`
EndLogID int64 `protobuf:"varint,14,opt,name=endLogID,proto3" json:"endLogID,omitempty"`
NumRows int64 `protobuf:"varint,15,opt,name=num_rows,json=numRows,proto3" json:"num_rows,omitempty"`
CollectionTtl int64 `protobuf:"varint,16,opt,name=collection_ttl,json=collectionTtl,proto3" json:"collection_ttl,omitempty"`
CurrentTs uint64 `protobuf:"varint,17,opt,name=current_ts,json=currentTs,proto3" json:"current_ts,omitempty"`
TaskVersion int64 `protobuf:"varint,18,opt,name=task_version,json=taskVersion,proto3" json:"task_version,omitempty"`
BinlogMaxSize uint64 `protobuf:"varint,19,opt,name=binlogMaxSize,proto3" json:"binlogMaxSize,omitempty"`
EnableJsonKeyStats bool `protobuf:"varint,20,opt,name=enable_json_key_stats,json=enableJsonKeyStats,proto3" json:"enable_json_key_stats,omitempty"`
JsonKeyStatsTantivyMemory int64 `protobuf:"varint,21,opt,name=json_key_stats_tantivy_memory,json=jsonKeyStatsTantivyMemory,proto3" json:"json_key_stats_tantivy_memory,omitempty"`
JsonKeyStatsDataFormat int64 `protobuf:"varint,22,opt,name=json_key_stats_data_format,json=jsonKeyStatsDataFormat,proto3" json:"json_key_stats_data_format,omitempty"`
}
func (x *CreateStatsRequest) Reset() {
@ -953,6 +956,27 @@ func (x *CreateStatsRequest) GetBinlogMaxSize() uint64 {
return 0
}
func (x *CreateStatsRequest) GetEnableJsonKeyStats() bool {
if x != nil {
return x.EnableJsonKeyStats
}
return false
}
func (x *CreateStatsRequest) GetJsonKeyStatsTantivyMemory() int64 {
if x != nil {
return x.JsonKeyStatsTantivyMemory
}
return 0
}
func (x *CreateStatsRequest) GetJsonKeyStatsDataFormat() int64 {
if x != nil {
return x.JsonKeyStatsDataFormat
}
return 0
}
type CreateJobV2Request struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
@ -1955,7 +1979,7 @@ var file_worker_proto_rawDesc = []byte{
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@ -2006,246 +2030,257 @@ var file_worker_proto_rawDesc = []byte{
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}
var (

61
pkg/util/paramtable/component_param.go
View File

@ -2598,9 +2598,8 @@ type queryNodeConfig struct {
// worker
WorkerPoolingSize ParamItem `refreshable:"false"`
// Json Key Index
JSONIndexMemoryBudgetInTantivy ParamItem `refreshable:"false"`
JSONIndexCommitInterval ParamItem `refreshable:"false"`
// Json Key Stats
JSONKeyStatsCommitInterval ParamItem `refreshable:"false"`
}
func (p *queryNodeConfig) init(base *BaseTable) {
@ -3293,23 +3292,14 @@ user-task-polling:
}
p.ExprEvalBatchSize.Init(base.mgr)
p.JSONIndexMemoryBudgetInTantivy = ParamItem{
Key: "queryNode.segcore.jsonIndexMemoryBudgetInTantivy",
Version: "2.5.0",
DefaultValue: "16",
Doc: "the memory budget for the JSON index In Tantivy",
Export: true,
}
p.JSONIndexMemoryBudgetInTantivy.Init(base.mgr)
p.JSONIndexCommitInterval = ParamItem{
Key: "queryNode.segcore.jsonIndexCommitInterval",
p.JSONKeyStatsCommitInterval = ParamItem{
Key: "queryNode.segcore.jsonKeyStatsCommitInterval",
Version: "2.5.0",
DefaultValue: "200",
Doc: "the commit interval for the JSON index to commit",
Doc: "the commit interval for the JSON key Stats to commit",
Export: true,
}
p.JSONIndexCommitInterval.Init(base.mgr)
p.JSONKeyStatsCommitInterval.Init(base.mgr)
p.CleanExcludeSegInterval = ParamItem{
Key: "queryCoord.cleanExcludeSegmentInterval",
@ -3520,11 +3510,14 @@ type dataCoordConfig struct {
MixCompactionSlotUsage ParamItem `refreshable:"true"`
L0DeleteCompactionSlotUsage ParamItem `refreshable:"true"`
EnableStatsTask ParamItem `refreshable:"true"`
TaskCheckInterval ParamItem `refreshable:"true"`
StatsTaskTriggerCount ParamItem `refreshable:"true"`
EnableStatsTask ParamItem `refreshable:"true"`
TaskCheckInterval ParamItem `refreshable:"true"`
StatsTaskTriggerCount ParamItem `refreshable:"true"`
JSONStatsTriggerCount ParamItem `refreshable:"true"`
JSONStatsTriggerInterval ParamItem `refreshable:"true"`
RequestTimeoutSeconds ParamItem `refreshable:"true"`
RequestTimeoutSeconds ParamItem `refreshable:"true"`
JSONKeyStatsMemoryBudgetInTantivy ParamItem `refreshable:"false"`
}
func (p *dataCoordConfig) init(base *BaseTable) {
@ -4418,6 +4411,26 @@ During compaction, the size of segment # of rows is able to exceed segment max #
}
p.StatsTaskTriggerCount.Init(base.mgr)
p.JSONStatsTriggerCount = ParamItem{
Key: "dataCoord.jsonStatsTriggerCount",
Version: "2.5.5",
Doc: "jsonkey stats task count per trigger",
DefaultValue: "10",
PanicIfEmpty: false,
Export: true,
}
p.JSONStatsTriggerCount.Init(base.mgr)
p.JSONStatsTriggerInterval = ParamItem{
Key: "dataCoord.jsonStatsTriggerInterval",
Version: "2.5.5",
Doc: "jsonkey task interval per trigger",
DefaultValue: "10",
PanicIfEmpty: false,
Export: true,
}
p.JSONStatsTriggerInterval.Init(base.mgr)
p.RequestTimeoutSeconds = ParamItem{
Key: "dataCoord.requestTimeoutSeconds",
Version: "2.5.5",
@ -4427,6 +4440,14 @@ During compaction, the size of segment # of rows is able to exceed segment max #
Export: false,
}
p.RequestTimeoutSeconds.Init(base.mgr)
p.JSONKeyStatsMemoryBudgetInTantivy = ParamItem{
Key: "dataCoord.segcore.jsonKeyStatsMemoryBudgetInTantivy",
Version: "2.5.5",
DefaultValue: "16777216",
Doc: "the memory budget for the JSON index In Tantivy, the unit is bytes",
Export: true,
}
p.JSONKeyStatsMemoryBudgetInTantivy.Init(base.mgr)
}
// /////////////////////////////////////////////////////////////////////////////