signoz/pkg/telemetrymetadata/metadata.go

package telemetrymetadata

import (
	"context"
	"fmt"
	"log/slog"
	"slices"
	"strings"

	"github.com/SigNoz/signoz/pkg/errors"
	"github.com/SigNoz/signoz/pkg/factory"
	"github.com/SigNoz/signoz/pkg/querybuilder"
	"github.com/SigNoz/signoz/pkg/telemetrylogs"
	"github.com/SigNoz/signoz/pkg/telemetrystore"
	"github.com/SigNoz/signoz/pkg/telemetrytraces"
	"github.com/SigNoz/signoz/pkg/types/metrictypes"
	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
	"github.com/huandu/go-sqlbuilder"
	"golang.org/x/exp/maps"
)

var (
	ErrFailedToGetTracesKeys    = errors.Newf(errors.TypeInternal, errors.CodeInternal, "failed to get traces keys")
	ErrFailedToGetLogsKeys      = errors.Newf(errors.TypeInternal, errors.CodeInternal, "failed to get logs keys")
	ErrFailedToGetTblStatement  = errors.Newf(errors.TypeInternal, errors.CodeInternal, "failed to get tbl statement")
	ErrFailedToGetMetricsKeys   = errors.Newf(errors.TypeInternal, errors.CodeInternal, "failed to get metrics keys")
	ErrFailedToGetMeterKeys     = errors.Newf(errors.TypeInternal, errors.CodeInternal, "failed to get meter keys")
	ErrFailedToGetMeterValues   = errors.Newf(errors.TypeInternal, errors.CodeInternal, "failed to get meter values")
	ErrFailedToGetRelatedValues = errors.Newf(errors.TypeInternal, errors.CodeInternal, "failed to get related values")
)

type telemetryMetaStore struct {
	logger                 *slog.Logger
	telemetrystore         telemetrystore.TelemetryStore
	tracesDBName           string
	tracesFieldsTblName    string
	indexV3TblName         string
	metricsDBName          string
	metricsFieldsTblName   string
	meterDBName            string
	meterFieldsTblName     string
	logsDBName             string
	logsFieldsTblName      string
	logsV2TblName          string
	relatedMetadataDBName  string
	relatedMetadataTblName string

	fm               qbtypes.FieldMapper
	conditionBuilder qbtypes.ConditionBuilder
}

func NewTelemetryMetaStore(
	settings factory.ProviderSettings,
	telemetrystore telemetrystore.TelemetryStore,
	tracesDBName string,
	tracesFieldsTblName string,
	indexV3TblName string,
	metricsDBName string,
	metricsFieldsTblName string,
	meterDBName string,
	meterFieldsTblName string,
	logsDBName string,
	logsV2TblName string,
	logsFieldsTblName string,
	relatedMetadataDBName string,
	relatedMetadataTblName string,
) telemetrytypes.MetadataStore {
	metadataSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetrymetadata")

	t := &telemetryMetaStore{
		logger:                 metadataSettings.Logger(),
		telemetrystore:         telemetrystore,
		tracesDBName:           tracesDBName,
		tracesFieldsTblName:    tracesFieldsTblName,
		indexV3TblName:         indexV3TblName,
		metricsDBName:          metricsDBName,
		metricsFieldsTblName:   metricsFieldsTblName,
		meterDBName:            meterDBName,
		meterFieldsTblName:     meterFieldsTblName,
		logsDBName:             logsDBName,
		logsV2TblName:          logsV2TblName,
		logsFieldsTblName:      logsFieldsTblName,
		relatedMetadataDBName:  relatedMetadataDBName,
		relatedMetadataTblName: relatedMetadataTblName,
	}

	fm := NewFieldMapper()
	conditionBuilder := NewConditionBuilder(fm)

	t.fm = fm
	t.conditionBuilder = conditionBuilder

	return t
}

// tracesTblStatementToFieldKeys returns materialised attribute/resource/scope keys from the traces table
func (t *telemetryMetaStore) tracesTblStatementToFieldKeys(ctx context.Context) ([]*telemetrytypes.TelemetryFieldKey, error) {
	query := fmt.Sprintf("SHOW CREATE TABLE %s.%s", t.tracesDBName, t.indexV3TblName)
	statements := []telemetrytypes.ShowCreateTableStatement{}
	err := t.telemetrystore.ClickhouseDB().Select(ctx, &statements, query)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetTblStatement.Error())
	}

	materialisedKeys, err := ExtractFieldKeysFromTblStatement(statements[0].Statement)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetTracesKeys.Error())
	}

	for idx := range materialisedKeys {
		materialisedKeys[idx].Signal = telemetrytypes.SignalTraces
	}

	return materialisedKeys, nil
}

// getTracesKeys returns the keys from the spans that match the field selection criteria
func (t *telemetryMetaStore) getTracesKeys(ctx context.Context, fieldKeySelectors []*telemetrytypes.FieldKeySelector) ([]*telemetrytypes.TelemetryFieldKey, error) {
	if len(fieldKeySelectors) == 0 {
		return nil, nil
	}

	// pre-fetch the materialised keys from the traces table
	matKeys, err := t.tracesTblStatementToFieldKeys(ctx)
	if err != nil {
		return nil, err
	}
	mapOfKeys := make(map[string]*telemetrytypes.TelemetryFieldKey)
	for _, key := range matKeys {
		mapOfKeys[key.Name+";"+key.FieldContext.StringValue()+";"+key.FieldDataType.StringValue()] = key
	}

	sb := sqlbuilder.Select("tag_key", "tag_type", "tag_data_type", `
			CASE
				WHEN tag_type = 'spanfield' THEN 1
				WHEN tag_type = 'resource' THEN 2
				WHEN tag_type = 'scope' THEN 3
				WHEN tag_type = 'tag' THEN 4
				ELSE 5
			END as priority`).From(t.tracesDBName + "." + t.tracesFieldsTblName)
	var limit int

	searchTexts := []string{}
	dataTypes := []telemetrytypes.FieldDataType{}

	conds := []string{}
	for _, fieldKeySelector := range fieldKeySelectors {

		if fieldKeySelector.StartUnixMilli != 0 {
			conds = append(conds, sb.GE("unix_milli", fieldKeySelector.StartUnixMilli))
		}
		if fieldKeySelector.EndUnixMilli != 0 {
			conds = append(conds, sb.LE("unix_milli", fieldKeySelector.EndUnixMilli))
		}

		// key part of the selector
		fieldKeyConds := []string{}
		if fieldKeySelector.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeExact {
			fieldKeyConds = append(fieldKeyConds, sb.E("tag_key", fieldKeySelector.Name))
		} else {
			fieldKeyConds = append(fieldKeyConds, sb.Like("tag_key", "%"+fieldKeySelector.Name+"%"))
		}

		searchTexts = append(searchTexts, fieldKeySelector.Name)
		if fieldKeySelector.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
			dataTypes = append(dataTypes, fieldKeySelector.FieldDataType)
		}
		// now look at the field context
		// we don't write most of intrinsic fields to tag attributes table
		// for this reason we don't want to apply tag_type if the field context
		// if not attribute or resource attribute
		if fieldKeySelector.FieldContext != telemetrytypes.FieldContextUnspecified &&
			(fieldKeySelector.FieldContext == telemetrytypes.FieldContextAttribute ||
				fieldKeySelector.FieldContext == telemetrytypes.FieldContextResource) {
			fieldKeyConds = append(fieldKeyConds, sb.E("tag_type", fieldKeySelector.FieldContext.TagType()))
		}

		// now look at the field data type
		if fieldKeySelector.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
			fieldKeyConds = append(fieldKeyConds, sb.E("tag_data_type", fieldKeySelector.FieldDataType.TagDataType()))
		}

		conds = append(conds, sb.And(fieldKeyConds...))
		limit += fieldKeySelector.Limit
	}
	sb.Where(sb.Or(conds...))

	if limit == 0 {
		limit = 1000
	}

	mainSb := sqlbuilder.Select("tag_key", "tag_type", "tag_data_type", "max(priority) as priority")
	mainSb.From(mainSb.BuilderAs(sb, "sub_query"))
	mainSb.GroupBy("tag_key", "tag_type", "tag_data_type")
	mainSb.OrderBy("priority")
	mainSb.Limit(limit)

	query, args := mainSb.BuildWithFlavor(sqlbuilder.ClickHouse)

	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetTracesKeys.Error())
	}
	defer rows.Close()
	keys := []*telemetrytypes.TelemetryFieldKey{}
	for rows.Next() {
		var name string
		var fieldContext telemetrytypes.FieldContext
		var fieldDataType telemetrytypes.FieldDataType
		var priority uint8
		err = rows.Scan(&name, &fieldContext, &fieldDataType, &priority)
		if err != nil {
			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetTracesKeys.Error())
		}
		key, ok := mapOfKeys[name+";"+fieldContext.StringValue()+";"+fieldDataType.StringValue()]

		// if there is no materialised column, create a key with the field context and data type
		if !ok {
			key = &telemetrytypes.TelemetryFieldKey{
				Name:          name,
				Signal:        telemetrytypes.SignalTraces,
				FieldContext:  fieldContext,
				FieldDataType: fieldDataType,
			}
		}

		keys = append(keys, key)
		mapOfKeys[name+";"+fieldContext.StringValue()+";"+fieldDataType.StringValue()] = key
	}

	if rows.Err() != nil {
		return nil, errors.Wrapf(rows.Err(), errors.TypeInternal, errors.CodeInternal, ErrFailedToGetTracesKeys.Error())
	}

	staticKeys := []string{"isRoot", "isEntryPoint"}
	staticKeys = append(staticKeys, maps.Keys(telemetrytraces.IntrinsicFields)...)
	staticKeys = append(staticKeys, maps.Keys(telemetrytraces.CalculatedFields)...)

	// add matching intrinsic and matching calculated fields
	for _, key := range staticKeys {
		found := false
		for _, v := range searchTexts {
			if v == "" || strings.Contains(key, v) {
				found = true
				break
			}
		}

		// skip the keys that don't match data type
		if field, exists := telemetrytraces.IntrinsicFields[key]; exists {
			if len(dataTypes) > 0 &&
				slices.Index(dataTypes, field.FieldDataType) == -1 &&
				field.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
				continue
			}
		}

		if field, exists := telemetrytraces.CalculatedFields[key]; exists {
			if len(dataTypes) > 0 &&
				slices.Index(dataTypes, field.FieldDataType) == -1 &&
				field.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
				continue
			}
		}

		if found {
			if field, exists := telemetrytraces.IntrinsicFields[key]; exists {
				if _, added := mapOfKeys[field.Name+";"+field.FieldContext.StringValue()+";"+field.FieldDataType.StringValue()]; !added {
					keys = append(keys, &field)
				}
				continue
			}

			if field, exists := telemetrytraces.CalculatedFields[key]; exists {
				if _, added := mapOfKeys[field.Name+";"+field.FieldContext.StringValue()+";"+field.FieldDataType.StringValue()]; !added {
					keys = append(keys, &field)
				}
				continue
			}
			keys = append(keys, &telemetrytypes.TelemetryFieldKey{
				Name:         key,
				FieldContext: telemetrytypes.FieldContextSpan,
				Signal:       telemetrytypes.SignalTraces,
			})
		}
	}

	return keys, nil
}

// logsTblStatementToFieldKeys returns materialised attribute/resource/scope keys from the logs table
func (t *telemetryMetaStore) logsTblStatementToFieldKeys(ctx context.Context) ([]*telemetrytypes.TelemetryFieldKey, error) {
	query := fmt.Sprintf("SHOW CREATE TABLE %s.%s", t.logsDBName, t.logsV2TblName)
	statements := []telemetrytypes.ShowCreateTableStatement{}
	err := t.telemetrystore.ClickhouseDB().Select(ctx, &statements, query)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetTblStatement.Error())
	}

	materialisedKeys, err := ExtractFieldKeysFromTblStatement(statements[0].Statement)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetLogsKeys.Error())
	}

	for idx := range materialisedKeys {
		materialisedKeys[idx].Signal = telemetrytypes.SignalLogs
	}

	return materialisedKeys, nil
}

// getLogsKeys returns the keys from the spans that match the field selection criteria
func (t *telemetryMetaStore) getLogsKeys(ctx context.Context, fieldKeySelectors []*telemetrytypes.FieldKeySelector) ([]*telemetrytypes.TelemetryFieldKey, error) {
	if len(fieldKeySelectors) == 0 {
		return nil, nil
	}

	// pre-fetch the materialised keys from the logs table
	matKeys, err := t.logsTblStatementToFieldKeys(ctx)
	if err != nil {
		return nil, err
	}
	mapOfKeys := make(map[string]*telemetrytypes.TelemetryFieldKey)
	for _, key := range matKeys {
		mapOfKeys[key.Name+";"+key.FieldContext.StringValue()+";"+key.FieldDataType.StringValue()] = key
	}

	sb := sqlbuilder.Select("tag_key", "tag_type", "tag_data_type", `
			CASE
				WHEN tag_type = 'logfield' THEN 1
				WHEN tag_type = 'resource' THEN 2
				WHEN tag_type = 'scope' THEN 3
				WHEN tag_type = 'tag' THEN 4
				ELSE 5
			END as priority`).From(t.logsDBName + "." + t.logsFieldsTblName)
	var limit int

	conds := []string{}
	searchTexts := []string{}
	dataTypes := []telemetrytypes.FieldDataType{}

	for _, fieldKeySelector := range fieldKeySelectors {

		if fieldKeySelector.StartUnixMilli != 0 {
			conds = append(conds, sb.GE("unix_milli", fieldKeySelector.StartUnixMilli))
		}
		if fieldKeySelector.EndUnixMilli != 0 {
			conds = append(conds, sb.LE("unix_milli", fieldKeySelector.EndUnixMilli))
		}

		// key part of the selector
		fieldKeyConds := []string{}
		if fieldKeySelector.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeExact {
			fieldKeyConds = append(fieldKeyConds, sb.E("tag_key", fieldKeySelector.Name))
		} else {
			fieldKeyConds = append(fieldKeyConds, sb.Like("tag_key", "%"+fieldKeySelector.Name+"%"))
		}
		searchTexts = append(searchTexts, fieldKeySelector.Name)
		if fieldKeySelector.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
			dataTypes = append(dataTypes, fieldKeySelector.FieldDataType)
		}

		// now look at the field context
		// we don't write most of intrinsic fields to tag attributes table
		// for this reason we don't want to apply tag_type if the field context
		// if not attribute or resource attribute
		if fieldKeySelector.FieldContext != telemetrytypes.FieldContextUnspecified &&
			(fieldKeySelector.FieldContext == telemetrytypes.FieldContextAttribute ||
				fieldKeySelector.FieldContext == telemetrytypes.FieldContextResource) {
			fieldKeyConds = append(fieldKeyConds, sb.E("tag_type", fieldKeySelector.FieldContext.TagType()))
		}

		// now look at the field data type
		if fieldKeySelector.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
			fieldKeyConds = append(fieldKeyConds, sb.E("tag_data_type", fieldKeySelector.FieldDataType.TagDataType()))
		}

		conds = append(conds, sb.And(fieldKeyConds...))
		limit += fieldKeySelector.Limit
	}
	sb.Where(sb.Or(conds...))
	if limit == 0 {
		limit = 1000
	}

	mainSb := sqlbuilder.Select("tag_key", "tag_type", "tag_data_type", "max(priority) as priority")
	mainSb.From(mainSb.BuilderAs(sb, "sub_query"))
	mainSb.GroupBy("tag_key", "tag_type", "tag_data_type")
	mainSb.OrderBy("priority")
	mainSb.Limit(limit)

	query, args := mainSb.BuildWithFlavor(sqlbuilder.ClickHouse)

	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetLogsKeys.Error())
	}
	defer rows.Close()
	keys := []*telemetrytypes.TelemetryFieldKey{}
	for rows.Next() {
		var name string
		var fieldContext telemetrytypes.FieldContext
		var fieldDataType telemetrytypes.FieldDataType
		var priority uint8
		err = rows.Scan(&name, &fieldContext, &fieldDataType, &priority)
		if err != nil {
			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetLogsKeys.Error())
		}
		key, ok := mapOfKeys[name+";"+fieldContext.StringValue()+";"+fieldDataType.StringValue()]

		// if there is no materialised column, create a key with the field context and data type
		if !ok {
			key = &telemetrytypes.TelemetryFieldKey{
				Name:          name,
				Signal:        telemetrytypes.SignalLogs,
				FieldContext:  fieldContext,
				FieldDataType: fieldDataType,
			}
		}

		keys = append(keys, key)
		mapOfKeys[name+";"+fieldContext.StringValue()+";"+fieldDataType.StringValue()] = key
	}

	if rows.Err() != nil {
		return nil, errors.Wrapf(rows.Err(), errors.TypeInternal, errors.CodeInternal, ErrFailedToGetLogsKeys.Error())
	}

	staticKeys := []string{}
	staticKeys = append(staticKeys, maps.Keys(telemetrylogs.IntrinsicFields)...)

	// add matching intrinsic and matching calculated fields
	for _, key := range staticKeys {
		found := false
		for _, v := range searchTexts {
			if v == "" || strings.Contains(key, v) {
				found = true
				break
			}
		}

		// skip the keys that don't match data type
		if field, exists := telemetrylogs.IntrinsicFields[key]; exists {
			if len(dataTypes) > 0 &&
				slices.Index(dataTypes, field.FieldDataType) == -1 &&
				field.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
				continue
			}
		}

		if found {
			if field, exists := telemetrylogs.IntrinsicFields[key]; exists {
				if _, added := mapOfKeys[field.Name+";"+field.FieldContext.StringValue()+";"+field.FieldDataType.StringValue()]; !added {
					keys = append(keys, &field)
				}
				continue
			}

			keys = append(keys, &telemetrytypes.TelemetryFieldKey{
				Name:         key,
				FieldContext: telemetrytypes.FieldContextLog,
				Signal:       telemetrytypes.SignalLogs,
			})
		}
	}

	return keys, nil
}

// getMetricsKeys returns the keys from the metrics that match the field selection criteria
func (t *telemetryMetaStore) getMetricsKeys(ctx context.Context, fieldKeySelectors []*telemetrytypes.FieldKeySelector) ([]*telemetrytypes.TelemetryFieldKey, error) {
	if len(fieldKeySelectors) == 0 {
		return nil, nil
	}

	sb := sqlbuilder.
		Select("attr_name as name", "attr_type as field_context", "attr_datatype as field_data_type", `
			CASE
				WHEN attr_type = 'resource' THEN 1
				WHEN attr_type = 'scope' THEN 2
				WHEN attr_type = 'point' THEN 3
				ELSE 4
			END as priority`).
		From(t.metricsDBName + "." + t.metricsFieldsTblName)

	var limit int

	conds := []string{}
	for _, fieldKeySelector := range fieldKeySelectors {
		fieldConds := []string{}
		if fieldKeySelector.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeExact {
			fieldConds = append(fieldConds, sb.E("attr_name", fieldKeySelector.Name))
		} else {
			fieldConds = append(fieldConds, sb.Like("attr_name", "%"+fieldKeySelector.Name+"%"))
		}
		fieldConds = append(fieldConds, sb.NotLike("attr_name", "\\_\\_%"))

		// note: type and datatype do not have much significance in metrics

		// if fieldKeySelector.FieldContext != telemetrytypes.FieldContextUnspecified {
		// 	fieldConds = append(fieldConds, sb.E("attr_type", fieldKeySelector.FieldContext.TagType()))
		// }

		// if fieldKeySelector.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
		// 	fieldConds = append(fieldConds, sb.E("attr_datatype", fieldKeySelector.FieldDataType.TagDataType()))
		// }

		if fieldKeySelector.MetricContext != nil {
			fieldConds = append(fieldConds, sb.E("metric_name", fieldKeySelector.MetricContext.MetricName))
		}

		conds = append(conds, sb.And(fieldConds...))
		limit += fieldKeySelector.Limit
	}
	sb.Where(sb.Or(conds...))

	if limit == 0 {
		limit = 1000
	}

	mainSb := sqlbuilder.Select("name", "field_context", "field_data_type", "max(priority) as priority")
	mainSb.From(mainSb.BuilderAs(sb, "sub_query"))
	mainSb.GroupBy("name", "field_context", "field_data_type")
	mainSb.OrderBy("priority")
	mainSb.Limit(limit)

	query, args := mainSb.BuildWithFlavor(sqlbuilder.ClickHouse)

	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetMetricsKeys.Error())
	}
	defer rows.Close()

	keys := []*telemetrytypes.TelemetryFieldKey{}
	for rows.Next() {
		var name string
		var fieldContext telemetrytypes.FieldContext
		var fieldDataType telemetrytypes.FieldDataType
		var priority uint8
		err = rows.Scan(&name, &fieldContext, &fieldDataType, &priority)
		if err != nil {
			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetMetricsKeys.Error())
		}
		keys = append(keys, &telemetrytypes.TelemetryFieldKey{
			Name:          name,
			Signal:        telemetrytypes.SignalMetrics,
			FieldContext:  fieldContext,
			FieldDataType: fieldDataType,
		})
	}

	if rows.Err() != nil {
		return nil, errors.Wrapf(rows.Err(), errors.TypeInternal, errors.CodeInternal, ErrFailedToGetMetricsKeys.Error())
	}

	return keys, nil
}

// getMeterKeys returns the keys from the meter metrics that match the field selection criteria
func (t *telemetryMetaStore) getMeterSourceMetricKeys(ctx context.Context, fieldKeySelectors []*telemetrytypes.FieldKeySelector) ([]*telemetrytypes.TelemetryFieldKey, error) {
	if len(fieldKeySelectors) == 0 {
		return nil, nil
	}

	sb := sqlbuilder.Select("DISTINCT arrayJoin(JSONExtractKeys(labels)) as attr_name").From(t.meterDBName + "." + t.meterFieldsTblName)
	conds := []string{}
	var limit int
	for _, fieldKeySelector := range fieldKeySelectors {
		fieldConds := []string{}
		if fieldKeySelector.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeExact {
			fieldConds = append(fieldConds, sb.E("attr_name", fieldKeySelector.Name))
		} else {
			fieldConds = append(fieldConds, sb.Like("attr_name", "%"+fieldKeySelector.Name+"%"))
		}
		fieldConds = append(fieldConds, sb.NotLike("attr_name", "\\_\\_%"))

		if fieldKeySelector.MetricContext != nil {
			fieldConds = append(fieldConds, sb.E("metric_name", fieldKeySelector.MetricContext.MetricName))
		}

		conds = append(conds, sb.And(fieldConds...))
		limit += fieldKeySelector.Limit
	}
	sb.Where(sb.Or(conds...))
	if limit == 0 {
		limit = 1000
	}

	sb.Limit(limit)
	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)

	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetMeterKeys.Error())
	}
	defer rows.Close()

	keys := []*telemetrytypes.TelemetryFieldKey{}
	for rows.Next() {
		var name string
		err = rows.Scan(&name)
		if err != nil {
			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetMeterKeys.Error())
		}
		keys = append(keys, &telemetrytypes.TelemetryFieldKey{
			Name:   name,
			Signal: telemetrytypes.SignalMetrics,
		})
	}

	if rows.Err() != nil {
		return nil, errors.Wrapf(rows.Err(), errors.TypeInternal, errors.CodeInternal, ErrFailedToGetMeterKeys.Error())
	}

	return keys, nil

}

func (t *telemetryMetaStore) GetKeys(ctx context.Context, fieldKeySelector *telemetrytypes.FieldKeySelector) (map[string][]*telemetrytypes.TelemetryFieldKey, error) {
	var keys []*telemetrytypes.TelemetryFieldKey
	var err error
	selectors := []*telemetrytypes.FieldKeySelector{}

	if fieldKeySelector != nil {
		selectors = []*telemetrytypes.FieldKeySelector{fieldKeySelector}
	}

	switch fieldKeySelector.Signal {
	case telemetrytypes.SignalTraces:
		keys, err = t.getTracesKeys(ctx, selectors)
	case telemetrytypes.SignalLogs:
		keys, err = t.getLogsKeys(ctx, selectors)
	case telemetrytypes.SignalMetrics:
		if fieldKeySelector.Source == telemetrytypes.SourceMeter {
			keys, err = t.getMeterSourceMetricKeys(ctx, selectors)
		} else {
			keys, err = t.getMetricsKeys(ctx, selectors)
		}
	case telemetrytypes.SignalUnspecified:
		// get traces keys
		tracesKeys, err := t.getTracesKeys(ctx, selectors)
		if err != nil {
			return nil, err
		}
		keys = append(keys, tracesKeys...)

		// get logs keys
		logsKeys, err := t.getLogsKeys(ctx, selectors)
		if err != nil {
			return nil, err
		}
		keys = append(keys, logsKeys...)

		// get metrics keys
		metricsKeys, err := t.getMetricsKeys(ctx, selectors)
		if err != nil {
			return nil, err
		}
		keys = append(keys, metricsKeys...)

		// get meter metrics keys
		meterSourceMetricsKeys, err := t.getMeterSourceMetricKeys(ctx, selectors)
		if err != nil {
			return nil, err
		}

		keys = append(keys, meterSourceMetricsKeys...)
	}
	if err != nil {
		return nil, err
	}

	mapOfKeys := make(map[string][]*telemetrytypes.TelemetryFieldKey)
	for _, key := range keys {
		mapOfKeys[key.Name] = append(mapOfKeys[key.Name], key)
	}

	return mapOfKeys, nil
}

func (t *telemetryMetaStore) GetKeysMulti(ctx context.Context, fieldKeySelectors []*telemetrytypes.FieldKeySelector) (map[string][]*telemetrytypes.TelemetryFieldKey, error) {

	logsSelectors := []*telemetrytypes.FieldKeySelector{}
	tracesSelectors := []*telemetrytypes.FieldKeySelector{}
	metricsSelectors := []*telemetrytypes.FieldKeySelector{}
	meterSourceMetricsSelectors := []*telemetrytypes.FieldKeySelector{}

	for _, fieldKeySelector := range fieldKeySelectors {
		switch fieldKeySelector.Signal {
		case telemetrytypes.SignalLogs:
			logsSelectors = append(logsSelectors, fieldKeySelector)
		case telemetrytypes.SignalTraces:
			tracesSelectors = append(tracesSelectors, fieldKeySelector)
		case telemetrytypes.SignalMetrics:
			if fieldKeySelector.Source == telemetrytypes.SourceMeter {
				meterSourceMetricsSelectors = append(meterSourceMetricsSelectors, fieldKeySelector)
			} else {
				metricsSelectors = append(metricsSelectors, fieldKeySelector)
			}
		case telemetrytypes.SignalUnspecified:
			logsSelectors = append(logsSelectors, fieldKeySelector)
			tracesSelectors = append(tracesSelectors, fieldKeySelector)
			metricsSelectors = append(metricsSelectors, fieldKeySelector)
			meterSourceMetricsSelectors = append(meterSourceMetricsSelectors, fieldKeySelector)
		}
	}

	logsKeys, err := t.getLogsKeys(ctx, logsSelectors)
	if err != nil {
		return nil, err
	}
	tracesKeys, err := t.getTracesKeys(ctx, tracesSelectors)
	if err != nil {
		return nil, err
	}
	metricsKeys, err := t.getMetricsKeys(ctx, metricsSelectors)
	if err != nil {
		return nil, err
	}

	meterSourceMetricsKeys, err := t.getMeterSourceMetricKeys(ctx, meterSourceMetricsSelectors)
	if err != nil {
		return nil, err
	}

	mapOfKeys := make(map[string][]*telemetrytypes.TelemetryFieldKey)
	for _, key := range logsKeys {
		mapOfKeys[key.Name] = append(mapOfKeys[key.Name], key)
	}
	for _, key := range tracesKeys {
		mapOfKeys[key.Name] = append(mapOfKeys[key.Name], key)
	}
	for _, key := range metricsKeys {
		mapOfKeys[key.Name] = append(mapOfKeys[key.Name], key)
	}
	for _, key := range meterSourceMetricsKeys {
		mapOfKeys[key.Name] = append(mapOfKeys[key.Name], key)
	}

	return mapOfKeys, nil
}

func (t *telemetryMetaStore) GetKey(ctx context.Context, fieldKeySelector *telemetrytypes.FieldKeySelector) ([]*telemetrytypes.TelemetryFieldKey, error) {
	keys, err := t.GetKeys(ctx, fieldKeySelector)
	if err != nil {
		return nil, err
	}
	return keys[fieldKeySelector.Name], nil
}

func (t *telemetryMetaStore) getRelatedValues(ctx context.Context, fieldValueSelector *telemetrytypes.FieldValueSelector) ([]string, error) {

	// nothing to return as "related" value if there is nothing to filter on
	if fieldValueSelector.ExistingQuery == "" {
		return nil, nil
	}

	key := &telemetrytypes.TelemetryFieldKey{
		Name:          fieldValueSelector.Name,
		Signal:        fieldValueSelector.Signal,
		FieldContext:  fieldValueSelector.FieldContext,
		FieldDataType: fieldValueSelector.FieldDataType,
	}

	selectColumn, err := t.fm.FieldFor(ctx, key)

	if err != nil {
		// we don't have a explicit column to select from the related metadata table
		// so we will select either from resource_attributes or attributes table
		// in that order
		resourceColumn, _ := t.fm.FieldFor(ctx, &telemetrytypes.TelemetryFieldKey{
			Name:          key.Name,
			FieldContext:  telemetrytypes.FieldContextResource,
			FieldDataType: telemetrytypes.FieldDataTypeString,
		})
		attributeColumn, _ := t.fm.FieldFor(ctx, &telemetrytypes.TelemetryFieldKey{
			Name:          key.Name,
			FieldContext:  telemetrytypes.FieldContextAttribute,
			FieldDataType: telemetrytypes.FieldDataTypeString,
		})
		selectColumn = fmt.Sprintf("if(notEmpty(%s), %s, %s)", resourceColumn, resourceColumn, attributeColumn)
	}

	sb := sqlbuilder.Select("DISTINCT " + selectColumn).From(t.relatedMetadataDBName + "." + t.relatedMetadataTblName)

	if len(fieldValueSelector.ExistingQuery) != 0 {
		keySelectors := querybuilder.QueryStringToKeysSelectors(fieldValueSelector.ExistingQuery)
		for _, keySelector := range keySelectors {
			keySelector.Signal = fieldValueSelector.Signal
		}
		keys, err := t.GetKeysMulti(ctx, keySelectors)
		if err != nil {
			return nil, err
		}

		whereClause, err := querybuilder.PrepareWhereClause(fieldValueSelector.ExistingQuery, querybuilder.FilterExprVisitorOpts{
			FieldMapper:      t.fm,
			ConditionBuilder: t.conditionBuilder,
			FieldKeys:        keys,
		})
		if err == nil {
			sb.AddWhereClause(whereClause.WhereClause)
		} else {
			t.logger.WarnContext(ctx, "error parsing existing query for related values", "error", err)
		}
	}

	if fieldValueSelector.StartUnixMilli != 0 {
		sb.Where(sb.GE("unix_milli", fieldValueSelector.StartUnixMilli))
	}

	if fieldValueSelector.EndUnixMilli != 0 {
		sb.Where(sb.LE("unix_milli", fieldValueSelector.EndUnixMilli))
	}

	if fieldValueSelector.Limit != 0 {
		sb.Limit(fieldValueSelector.Limit)
	} else {
		sb.Limit(50)
	}

	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)

	t.logger.DebugContext(ctx, "query for related values", "query", query, "args", args)

	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
	if err != nil {
		return nil, ErrFailedToGetRelatedValues
	}
	defer rows.Close()

	var attributeValues []string
	for rows.Next() {
		var value string
		if err := rows.Scan(&value); err != nil {
			return nil, ErrFailedToGetRelatedValues
		}
		if value != "" {
			attributeValues = append(attributeValues, value)
		}
	}

	return attributeValues, nil
}

func (t *telemetryMetaStore) GetRelatedValues(ctx context.Context, fieldValueSelector *telemetrytypes.FieldValueSelector) ([]string, error) {
	return t.getRelatedValues(ctx, fieldValueSelector)
}

func (t *telemetryMetaStore) getSpanFieldValues(ctx context.Context, fieldValueSelector *telemetrytypes.FieldValueSelector) (*telemetrytypes.TelemetryFieldValues, error) {
	// build the query to get the keys from the spans that match the field selection criteria
	var limit int

	sb := sqlbuilder.Select("DISTINCT string_value, number_value").From(t.tracesDBName + "." + t.tracesFieldsTblName)

	if fieldValueSelector.Name != "" {
		sb.Where(sb.E("tag_key", fieldValueSelector.Name))
	}

	// now look at the field context
	if fieldValueSelector.FieldContext != telemetrytypes.FieldContextUnspecified {
		sb.Where(sb.E("tag_type", fieldValueSelector.FieldContext.TagType()))
	}

	// now look at the field data type
	if fieldValueSelector.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
		sb.Where(sb.E("tag_data_type", fieldValueSelector.FieldDataType.TagDataType()))
	}

	if fieldValueSelector.Value != "" {
		if fieldValueSelector.FieldDataType == telemetrytypes.FieldDataTypeString {
			sb.Where(sb.Like("string_value", "%"+fieldValueSelector.Value+"%"))
		} else if fieldValueSelector.FieldDataType == telemetrytypes.FieldDataTypeNumber {
			sb.Where(sb.IsNotNull("number_value"))
			sb.Where(sb.Like("toString(number_value)", "%"+fieldValueSelector.Value+"%"))
		} else if fieldValueSelector.FieldDataType == telemetrytypes.FieldDataTypeUnspecified {
			// or b/w string and number
			sb.Where(sb.Or(
				sb.Like("string_value", "%"+fieldValueSelector.Value+"%"),
				sb.Like("toString(number_value)", "%"+fieldValueSelector.Value+"%"),
			))
		}
	}

	if limit == 0 {
		limit = 50
	}
	sb.Limit(limit)

	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)

	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetLogsKeys.Error())
	}
	defer rows.Close()

	values := &telemetrytypes.TelemetryFieldValues{}
	seen := make(map[string]bool)
	for rows.Next() {
		var stringValue string
		var numberValue float64
		if err := rows.Scan(&stringValue, &numberValue); err != nil {
			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetLogsKeys.Error())
		}
		if _, ok := seen[stringValue]; !ok {
			values.StringValues = append(values.StringValues, stringValue)
			seen[stringValue] = true
		}
		if _, ok := seen[fmt.Sprintf("%f", numberValue)]; !ok && numberValue != 0 {
			values.NumberValues = append(values.NumberValues, numberValue)
			seen[fmt.Sprintf("%f", numberValue)] = true
		}
	}

	return values, nil
}

func (t *telemetryMetaStore) getLogFieldValues(ctx context.Context, fieldValueSelector *telemetrytypes.FieldValueSelector) (*telemetrytypes.TelemetryFieldValues, error) {
	// build the query to get the keys from the spans that match the field selection criteria
	var limit int

	sb := sqlbuilder.Select("DISTINCT string_value, number_value").From(t.logsDBName + "." + t.logsFieldsTblName)

	if fieldValueSelector.Name != "" {
		sb.Where(sb.E("tag_key", fieldValueSelector.Name))
	}

	if fieldValueSelector.FieldContext != telemetrytypes.FieldContextUnspecified {
		sb.Where(sb.E("tag_type", fieldValueSelector.FieldContext.TagType()))
	}

	if fieldValueSelector.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
		sb.Where(sb.E("tag_data_type", fieldValueSelector.FieldDataType.TagDataType()))
	}

	if fieldValueSelector.Value != "" {
		if fieldValueSelector.FieldDataType == telemetrytypes.FieldDataTypeString {
			sb.Where(sb.Like("string_value", "%"+fieldValueSelector.Value+"%"))
		} else if fieldValueSelector.FieldDataType == telemetrytypes.FieldDataTypeNumber {
			sb.Where(sb.IsNotNull("number_value"))
			sb.Where(sb.Like("toString(number_value)", "%"+fieldValueSelector.Value+"%"))
		} else if fieldValueSelector.FieldDataType == telemetrytypes.FieldDataTypeUnspecified {
			// or b/w string and number
			sb.Where(sb.Or(
				sb.Like("string_value", "%"+fieldValueSelector.Value+"%"),
				sb.Like("toString(number_value)", "%"+fieldValueSelector.Value+"%"),
			))
		}
	}

	if limit == 0 {
		limit = 50
	}
	sb.Limit(limit)

	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)

	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetLogsKeys.Error())
	}
	defer rows.Close()

	values := &telemetrytypes.TelemetryFieldValues{}
	seen := make(map[string]bool)
	for rows.Next() {
		var stringValue string
		var numberValue float64
		if err := rows.Scan(&stringValue, &numberValue); err != nil {
			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetLogsKeys.Error())
		}
		if _, ok := seen[stringValue]; !ok {
			values.StringValues = append(values.StringValues, stringValue)
			seen[stringValue] = true
		}
		if _, ok := seen[fmt.Sprintf("%f", numberValue)]; !ok && numberValue != 0 {
			values.NumberValues = append(values.NumberValues, numberValue)
			seen[fmt.Sprintf("%f", numberValue)] = true
		}
	}
	return values, nil
}

func (t *telemetryMetaStore) getMetricFieldValues(ctx context.Context, fieldValueSelector *telemetrytypes.FieldValueSelector) (*telemetrytypes.TelemetryFieldValues, error) {
	sb := sqlbuilder.
		Select("DISTINCT attr_string_value").
		From(t.metricsDBName + "." + t.metricsFieldsTblName)

	if fieldValueSelector.Name != "" {
		sb.Where(sb.E("attr_name", fieldValueSelector.Name))
	}

	if fieldValueSelector.FieldContext != telemetrytypes.FieldContextUnspecified {
		sb.Where(sb.E("attr_type", fieldValueSelector.FieldContext.TagType()))
	}

	if fieldValueSelector.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
		sb.Where(sb.E("attr_datatype", fieldValueSelector.FieldDataType.TagDataType()))
	}

	if fieldValueSelector.MetricContext != nil {
		sb.Where(sb.E("metric_name", fieldValueSelector.MetricContext.MetricName))
	}

	if fieldValueSelector.StartUnixMilli > 0 {
		sb.Where(sb.GE("last_reported_unix_milli", fieldValueSelector.StartUnixMilli))
	}

	if fieldValueSelector.EndUnixMilli > 0 {
		sb.Where(sb.LE("first_reported_unix_milli", fieldValueSelector.EndUnixMilli))
	}

	if fieldValueSelector.Value != "" {
		if fieldValueSelector.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeExact {
			sb.Where(sb.E("attr_string_value", fieldValueSelector.Value))
		} else {
			sb.Where(sb.Like("attr_string_value", "%"+fieldValueSelector.Value+"%"))
		}
	}

	if fieldValueSelector.Limit > 0 {
		sb.Limit(fieldValueSelector.Limit)
	} else {
		sb.Limit(50)
	}

	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)

	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetMetricsKeys.Error())
	}
	defer rows.Close()

	values := &telemetrytypes.TelemetryFieldValues{}
	for rows.Next() {
		var stringValue string
		if err := rows.Scan(&stringValue); err != nil {
			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetMetricsKeys.Error())
		}
		values.StringValues = append(values.StringValues, stringValue)
	}

	return values, nil
}

func (t *telemetryMetaStore) getMeterSourceMetricFieldValues(ctx context.Context, fieldValueSelector *telemetrytypes.FieldValueSelector) (*telemetrytypes.TelemetryFieldValues, error) {
	sb := sqlbuilder.Select("DISTINCT arrayJoin(JSONExtractKeysAndValues(labels, 'String')) AS attr").
		From(t.meterDBName + "." + t.meterFieldsTblName)

	if fieldValueSelector.Name != "" {
		sb.Where(sb.E("attr.1", fieldValueSelector.Name))
	}
	sb.Where(sb.NotLike("attr.1", "\\_\\_%"))

	if fieldValueSelector.Value != "" {
		if fieldValueSelector.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeExact {
			sb.Where(sb.E("attr.2", fieldValueSelector.Value))
		} else {
			sb.Where(sb.Like("attr.2", "%"+fieldValueSelector.Value+"%"))
		}
	}
	sb.Where(sb.NE("attr.2", ""))

	if fieldValueSelector.Limit > 0 {
		sb.Limit(fieldValueSelector.Limit)
	} else {
		sb.Limit(50)
	}

	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetMeterValues.Error())
	}
	defer rows.Close()

	values := &telemetrytypes.TelemetryFieldValues{}
	for rows.Next() {
		var attribute []string
		if err := rows.Scan(&attribute); err != nil {
			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetMeterValues.Error())
		}
		if len(attribute) > 1 {
			values.StringValues = append(values.StringValues, attribute[1])
		}
	}
	return values, nil
}

func populateAllUnspecifiedValues(allUnspecifiedValues *telemetrytypes.TelemetryFieldValues, mapOfValues map[any]bool, mapOfRelatedValues map[any]bool, values *telemetrytypes.TelemetryFieldValues) {
	for _, value := range values.StringValues {
		if _, ok := mapOfValues[value]; !ok {
			mapOfValues[value] = true
			allUnspecifiedValues.StringValues = append(allUnspecifiedValues.StringValues, value)
		}
	}
	for _, value := range values.NumberValues {
		if _, ok := mapOfValues[value]; !ok {
			mapOfValues[value] = true
			allUnspecifiedValues.NumberValues = append(allUnspecifiedValues.NumberValues, value)
		}
	}

	for _, value := range values.RelatedValues {
		if _, ok := mapOfRelatedValues[value]; !ok {
			mapOfRelatedValues[value] = true
			allUnspecifiedValues.RelatedValues = append(allUnspecifiedValues.RelatedValues, value)
		}
	}
}

func (t *telemetryMetaStore) GetAllValues(ctx context.Context, fieldValueSelector *telemetrytypes.FieldValueSelector) (*telemetrytypes.TelemetryFieldValues, error) {
	values := &telemetrytypes.TelemetryFieldValues{}
	var err error
	switch fieldValueSelector.Signal {
	case telemetrytypes.SignalTraces:
		values, err = t.getSpanFieldValues(ctx, fieldValueSelector)
	case telemetrytypes.SignalLogs:
		values, err = t.getLogFieldValues(ctx, fieldValueSelector)
	case telemetrytypes.SignalMetrics:
		if fieldValueSelector.Source == telemetrytypes.SourceMeter {
			values, err = t.getMeterSourceMetricFieldValues(ctx, fieldValueSelector)
		} else {
			values, err = t.getMetricFieldValues(ctx, fieldValueSelector)
		}
	case telemetrytypes.SignalUnspecified:
		mapOfValues := make(map[any]bool)
		mapOfRelatedValues := make(map[any]bool)
		allUnspecifiedValues := &telemetrytypes.TelemetryFieldValues{}
		tracesValues, err := t.getSpanFieldValues(ctx, fieldValueSelector)
		if err == nil {
			populateAllUnspecifiedValues(allUnspecifiedValues, mapOfValues, mapOfRelatedValues, tracesValues)
		}
		logsValues, err := t.getLogFieldValues(ctx, fieldValueSelector)
		if err == nil {
			populateAllUnspecifiedValues(allUnspecifiedValues, mapOfValues, mapOfRelatedValues, logsValues)
		}
		metricsValues, err := t.getMetricFieldValues(ctx, fieldValueSelector)
		if err == nil {
			populateAllUnspecifiedValues(allUnspecifiedValues, mapOfValues, mapOfRelatedValues, metricsValues)
		}
		meterSourceMetricsValues, err := t.getMeterSourceMetricFieldValues(ctx, fieldValueSelector)
		if err == nil {
			populateAllUnspecifiedValues(allUnspecifiedValues, mapOfValues, mapOfRelatedValues, meterSourceMetricsValues)
		}
		values = allUnspecifiedValues
	}
	if err != nil {
		return nil, err
	}
	return values, nil
}

func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, metricName string) (metrictypes.Temporality, error) {
	if metricName == "" {
		return metrictypes.Unknown, errors.Newf(errors.TypeInternal, errors.CodeInternal, "metric name cannot be empty")
	}

	temporalityMap, err := t.FetchTemporalityMulti(ctx, metricName)
	if err != nil {
		return metrictypes.Unknown, err
	}

	temporality, ok := temporalityMap[metricName]
	if !ok {
		return metrictypes.Unknown, nil
	}

	return temporality, nil
}

func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
	if len(metricNames) == 0 {
		return make(map[string]metrictypes.Temporality), nil
	}

	result := make(map[string]metrictypes.Temporality)
	metricsTemporality, err := t.fetchMetricsTemporality(ctx, metricNames...)
	if err != nil {
		return nil, err
	}
	meterMetricsTemporality, err := t.fetchMeterSourceMetricsTemporality(ctx, metricNames...)
	if err != nil {
		return nil, err
	}

	// For metrics not found in the database, set to Unknown
	for _, metricName := range metricNames {
		if temporality, exists := metricsTemporality[metricName]; exists {
			result[metricName] = temporality
			continue
		}
		if temporality, exists := meterMetricsTemporality[metricName]; exists {
			result[metricName] = temporality
			continue
		}
		result[metricName] = metrictypes.Unknown
	}

	return result, nil
}

func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
	result := make(map[string]metrictypes.Temporality)

	// Build query to fetch temporality for all metrics
	// We use attr_string_value where attr_name = '__temporality__'
	// Note: The columns are mixed in the current data - temporality column contains metric_name
	// and metric_name column contains temporality value, so we use the correct mapping
	sb := sqlbuilder.Select(
		"metric_name",
		"argMax(temporality, last_reported_unix_milli) as temporality",
	).From(t.metricsDBName + "." + t.metricsFieldsTblName)

	// Filter by metric names (in the temporality column due to data mix-up)
	sb.Where(sb.In("metric_name", metricNames))

	// Group by metric name to get one temporality per metric
	sb.GroupBy("metric_name")

	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)

	t.logger.DebugContext(ctx, "fetching metric temporality", "query", query, "args", args)

	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to fetch metric temporality")
	}
	defer rows.Close()

	// Process results
	for rows.Next() {
		var metricName, temporalityStr string
		if err := rows.Scan(&metricName, &temporalityStr); err != nil {
			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to scan temporality result")
		}

		// Convert string to Temporality type
		var temporality metrictypes.Temporality
		switch temporalityStr {
		case "Delta":
			temporality = metrictypes.Delta
		case "Cumulative":
			temporality = metrictypes.Cumulative
		case "Unspecified":
			temporality = metrictypes.Unspecified
		default:
			// Unknown or empty temporality
			temporality = metrictypes.Unknown
		}

		result[metricName] = temporality
	}

	return result, nil
}

func (t *telemetryMetaStore) fetchMeterSourceMetricsTemporality(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
	result := make(map[string]metrictypes.Temporality)

	sb := sqlbuilder.Select(
		"metric_name",
		"argMax(temporality, unix_milli) as temporality",
	).From(t.meterDBName + "." + t.meterFieldsTblName)

	// Filter by metric names (in the temporality column due to data mix-up)
	sb.Where(sb.In("metric_name", metricNames))

	// Group by metric name to get one temporality per metric
	sb.GroupBy("metric_name")

	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)

	t.logger.DebugContext(ctx, "fetching meter metrics temporality", "query", query, "args", args)

	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
	if err != nil {
		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to fetch meter metric temporality")
	}
	defer rows.Close()

	// Process results
	for rows.Next() {
		var metricName, temporalityStr string
		if err := rows.Scan(&metricName, &temporalityStr); err != nil {
			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to scan temporality result")
		}

		// Convert string to Temporality type
		var temporality metrictypes.Temporality
		switch temporalityStr {
		case "Delta":
			temporality = metrictypes.Delta
		case "Cumulative":
			temporality = metrictypes.Cumulative
		case "Unspecified":
			temporality = metrictypes.Unspecified
		default:
			// Unknown or empty temporality
			temporality = metrictypes.Unknown
		}

		result[metricName] = temporality
	}

	return result, nil
}