497 lines
13 KiB
Go
497 lines
13 KiB
Go
package charts
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import (
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"fmt"
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"log"
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"openreplay/backend/pkg/analytics/db"
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"strconv"
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"strings"
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)
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type Payload struct {
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*MetricPayload
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GroupByColumn string // TODO remove this field
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ProjectId int
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UserId uint64
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}
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type QueryBuilder interface {
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Execute(p Payload, conn db.Connector) (interface{}, error)
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}
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func NewQueryBuilder(p Payload) (QueryBuilder, error) {
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switch p.MetricType {
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case MetricTypeTimeseries:
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return TimeSeriesQueryBuilder{}, nil
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case MetricTypeFunnel:
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return FunnelQueryBuilder{}, nil
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case MetricTypeTable:
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if p.MetricOf == "jsException" {
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return TableErrorsQueryBuilder{}, nil
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}
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return TableQueryBuilder{}, nil
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case MetricTypeHeatmap:
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return HeatmapQueryBuilder{}, nil
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case MetricTypeSession:
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return HeatmapSessionQueryBuilder{}, nil
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case MetricUserJourney:
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return UserJourneyQueryBuilder{}, nil
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default:
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return nil, fmt.Errorf("unknown metric type: %s", p.MetricType)
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}
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}
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type BuildConditionsOptions struct {
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MainTableAlias string
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PropertiesColumnName string
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DefinedColumns map[string]string
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}
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var propertyKeyMap = map[string]filterConfig{
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"LOCATION": {LogicalProperty: "url_path"},
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"FETCH": {LogicalProperty: "url_path"},
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"REQUEST": {LogicalProperty: "url_path"},
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"CLICK": {LogicalProperty: "label"},
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"INPUT": {LogicalProperty: "label"},
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"fetchUrl": {LogicalProperty: "url_path"},
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"fetchStatusCode": {LogicalProperty: "status", IsNumeric: true},
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//"fetchDuration": {LogicalProperty: "duration", IsNumeric: true},
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//"ISSUE": {LogicalProperty: "issue_type"},
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// TODO add more mappings as needed
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}
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// filterConfig holds configuration for a filter type
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type filterConfig struct {
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LogicalProperty string
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IsNumeric bool
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}
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func getColumnAccessor(logical string, isNumeric bool, opts BuildConditionsOptions) string {
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// helper: wrap names starting with $ in quotes
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quote := func(name string) string {
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prefix := opts.MainTableAlias + "."
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if strings.HasPrefix(name, prefix) {
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suffix := strings.TrimPrefix(name, prefix)
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if strings.HasPrefix(suffix, "$") {
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return fmt.Sprintf("%s.\"%s\"", opts.MainTableAlias, suffix)
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}
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}
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if strings.HasPrefix(name, "$") {
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return fmt.Sprintf("\"%s\"", name)
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}
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return name
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}
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// explicit column mapping
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if col, ok := opts.DefinedColumns[logical]; ok {
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col = quote(col)
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if opts.MainTableAlias != "" {
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if strings.Contains(col, ".") {
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return fmt.Sprintf("%s", col)
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}
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return fmt.Sprintf("%s.%s", opts.MainTableAlias, col)
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}
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return col
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}
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// determine property key
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propKey := logical
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if cfg, ok := propertyKeyMap[logical]; ok {
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propKey = cfg.LogicalProperty
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}
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// build properties column reference
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colName := opts.PropertiesColumnName
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if opts.MainTableAlias != "" {
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colName = fmt.Sprintf("%s.%s", opts.MainTableAlias, colName)
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}
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colName = quote(colName)
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// JSON extraction
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if isNumeric {
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return fmt.Sprintf("JSONExtractFloat(toString(%s), '%s')", colName, propKey)
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}
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return fmt.Sprintf("JSONExtractString(toString(%s), '%s')", colName, propKey)
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}
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// buildEventConditions builds SQL conditions and names from filters
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func buildEventConditions(filters []Filter, options ...BuildConditionsOptions) (conds, names []string) {
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opts := BuildConditionsOptions{
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MainTableAlias: "",
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PropertiesColumnName: "$properties",
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DefinedColumns: make(map[string]string),
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}
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if len(options) > 0 {
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opt := options[0]
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if opt.MainTableAlias != "" {
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opts.MainTableAlias = opt.MainTableAlias
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}
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if opt.PropertiesColumnName != "" {
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opts.PropertiesColumnName = opt.PropertiesColumnName
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}
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if opt.DefinedColumns != nil {
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opts.DefinedColumns = opt.DefinedColumns
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}
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}
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for _, f := range filters {
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if f.Type == FilterDuration {
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continue
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}
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fConds, fNames := addFilter(f, opts)
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if len(fConds) > 0 {
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conds = append(conds, fConds...)
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names = append(names, fNames...)
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}
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}
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return
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}
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// addFilter processes a single Filter and returns its SQL conditions and associated event names
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func addFilter(f Filter, opts BuildConditionsOptions) (conds []string, names []string) {
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var ftype = string(f.Type)
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// resolve filter configuration, default if missing
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cfg, ok := propertyKeyMap[ftype]
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if !ok {
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cfg = filterConfig{LogicalProperty: ftype, IsNumeric: false}
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log.Printf("using default config for type: %v", f.Type)
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}
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acc := getColumnAccessor(cfg.LogicalProperty, cfg.IsNumeric, opts)
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// operator-based conditions
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switch f.Operator {
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case "isAny", "onAny":
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if f.IsEvent {
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names = append(names, ftype)
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}
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default:
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if c := buildCond(acc, f.Value, f.Operator, cfg.IsNumeric); c != "" {
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conds = append(conds, c)
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if f.IsEvent {
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names = append(names, ftype)
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}
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}
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}
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// nested sub-filters
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if len(f.Filters) > 0 {
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subConds, subNames := buildEventConditions(f.Filters, opts)
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if len(subConds) > 0 {
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conds = append(conds, strings.Join(subConds, " AND "))
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names = append(names, subNames...)
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}
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}
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return
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}
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var compOps = map[string]string{
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"equals": "=", "is": "=", "on": "=",
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"notEquals": "<>", "not": "<>", "off": "<>",
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"greaterThan": ">", "gt": ">",
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"greaterThanOrEqual": ">=", "gte": ">=",
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"lessThan": "<", "lt": "<",
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"lessThanOrEqual": "<=", "lte": "<=",
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}
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// buildCond constructs a condition string based on operator and values
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func buildCond(expr string, values []string, operator string, isNumeric bool) string {
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if len(values) == 0 {
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return ""
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}
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switch operator {
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case "contains":
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// wrap values with % on both sides
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wrapped := make([]string, len(values))
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for i, v := range values {
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wrapped[i] = fmt.Sprintf("%%%s%%", v)
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}
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return multiValCond(expr, wrapped, "%s ILIKE %s", false)
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case "notContains":
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wrapped := make([]string, len(values))
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for i, v := range values {
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wrapped[i] = fmt.Sprintf("%%%s%%", v)
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}
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cond := multiValCond(expr, wrapped, "%s ILIKE %s", false)
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return "NOT (" + cond + ")"
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case "startsWith":
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wrapped := make([]string, len(values))
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for i, v := range values {
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wrapped[i] = v + "%"
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}
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return multiValCond(expr, wrapped, "%s ILIKE %s", false)
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case "endsWith":
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wrapped := make([]string, len(values))
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for i, v := range values {
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wrapped[i] = "%" + v
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}
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return multiValCond(expr, wrapped, "%s ILIKE %s", false)
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case "regex":
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// build match expressions
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var parts []string
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for _, v := range values {
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parts = append(parts, fmt.Sprintf("match(%s, '%s')", expr, v))
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}
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if len(parts) > 1 {
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return "(" + strings.Join(parts, " OR ") + ")"
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}
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return parts[0]
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case "in", "notIn":
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neg := operator == "notIn"
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return inClause(expr, values, neg, isNumeric)
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case ">=", ">", "<=", "<":
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return multiValCond(expr, values, "%s "+operator+" %s", isNumeric)
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default:
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if op, ok := compOps[operator]; ok {
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tmpl := "%s " + op + " %s"
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return multiValCond(expr, values, tmpl, isNumeric)
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}
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// fallback equals
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tmpl := "%s = %s"
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return multiValCond(expr, values, tmpl, isNumeric)
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}
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}
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// formatCondition applies a template to a single value, handling quoting
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func formatCondition(expr, tmpl, value string, isNumeric bool) string {
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val := value
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if !isNumeric {
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val = fmt.Sprintf("'%s'", value)
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}
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return fmt.Sprintf(tmpl, expr, val)
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}
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// multiValCond applies a template to one or multiple values, using formatCondition
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func multiValCond(expr string, values []string, tmpl string, isNumeric bool) string {
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if len(values) == 1 {
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return formatCondition(expr, tmpl, values[0], isNumeric)
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}
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parts := make([]string, len(values))
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for i, v := range values {
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parts[i] = formatCondition(expr, tmpl, v, isNumeric)
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}
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return "(" + strings.Join(parts, " OR ") + ")"
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}
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// inClause constructs IN/NOT IN clauses with proper quoting
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func inClause(expr string, values []string, negate, isNumeric bool) string {
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op := "IN"
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if negate {
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op = "NOT IN"
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}
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if len(values) == 1 {
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return fmt.Sprintf("%s %s (%s)", expr, op, func() string {
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if isNumeric {
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return values[0]
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}
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return fmt.Sprintf("'%s'", values[0])
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}())
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}
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quoted := make([]string, len(values))
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for i, v := range values {
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if isNumeric {
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quoted[i] = v
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} else {
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quoted[i] = fmt.Sprintf("'%s'", v)
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}
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}
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return fmt.Sprintf("%s %s (%s)", expr, op, strings.Join(quoted, ", "))
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}
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func buildSessionConditions(filters []Filter) []string {
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var conds []string
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return conds
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}
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func buildInClause(values []string) string {
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var quoted []string
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for _, v := range values {
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quoted = append(quoted, fmt.Sprintf("'%s'", v))
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}
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return strings.Join(quoted, ",")
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}
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func buildStaticEventWhere(p Payload) string {
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return strings.Join([]string{
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fmt.Sprintf("main.project_id = %d", p.ProjectId),
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fmt.Sprintf("main.created_at >= toDateTime(%d / 1000)", p.StartTimestamp),
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fmt.Sprintf("main.created_at <= toDateTime(%d / 1000)", p.EndTimestamp),
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}, " AND ")
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}
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func buildStaticSessionWhere(p Payload, sessionConds []string) (string, string) {
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static := []string{fmt.Sprintf("s.project_id = %d", p.ProjectId)}
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sessWhere := strings.Join(static, " AND ")
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if len(sessionConds) > 0 {
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sessWhere += " AND " + strings.Join(sessionConds, " AND ")
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}
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sessJoin := strings.Join(append(static, append(sessionConds,
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fmt.Sprintf("s.datetime >= toDateTime(%d / 1000)", p.StartTimestamp),
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fmt.Sprintf("s.datetime <= toDateTime(%d / 1000)", p.EndTimestamp))...), " AND ")
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return sessWhere, sessJoin
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}
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func buildHavingClause(conds []string) string {
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seqConds := append([]string{}, conds...)
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if len(seqConds) == 1 {
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seqConds = append(seqConds, "1")
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}
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if len(seqConds) == 0 {
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return ""
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}
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var parts []string
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for i := range seqConds {
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parts = append(parts, fmt.Sprintf("(?%d)", i+1))
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}
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pattern := strings.Join(parts, "")
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args := []string{"toDateTime(main.created_at)"}
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args = append(args, seqConds...)
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return fmt.Sprintf("HAVING sequenceMatch('%s')(%s)) AS f", pattern, strings.Join(args, ",\n "))
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}
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func contains(slice []string, s string) bool {
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for _, v := range slice {
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if v == s {
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return true
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}
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}
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return false
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}
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func FillMissingDataPoints(
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startTime, endTime int64,
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density int,
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neutral DataPoint,
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rows []DataPoint,
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timeCoefficient int64,
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) []DataPoint {
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if density <= 1 {
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return rows
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}
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stepSize := uint64(getStepSize(startTime, endTime, density, false, 1000))
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bucketSize := stepSize * uint64(timeCoefficient)
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lookup := make(map[uint64]DataPoint)
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for _, dp := range rows {
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if dp.Timestamp < uint64(startTime) {
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continue
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}
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bucket := uint64(startTime) + (((dp.Timestamp - uint64(startTime)) / bucketSize) * bucketSize)
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lookup[bucket] = dp
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}
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results := make([]DataPoint, 0, density)
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for i := 0; i < density; i++ {
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ts := uint64(startTime) + uint64(i)*bucketSize
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if dp, ok := lookup[ts]; ok {
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results = append(results, dp)
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} else {
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nd := neutral
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nd.Timestamp = ts
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results = append(results, nd)
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}
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}
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return results
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}
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func partitionFilters(filters []Filter) (sessionFilters []Filter, eventFilters []Filter) {
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for _, f := range filters {
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if f.IsEvent {
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eventFilters = append(eventFilters, f)
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} else {
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sessionFilters = append(sessionFilters, f)
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}
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}
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return
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}
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// Returns a map: logical property -> CTE alias (e.g., "userBrowser" -> "userBrowser")
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func cteColumnAliases() map[string]string {
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aliases := make(map[string]string)
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for logical := range mainColumns {
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aliases[logical] = logical
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}
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return aliases
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}
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// Returns a map: logical property -> source column (e.g., "userBrowser" -> "$browser")
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func cteSourceColumns() map[string]string {
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cols := make(map[string]string)
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for logical, col := range mainColumns {
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cols[logical] = col
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}
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return cols
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}
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// Helper for reverse lookup (used for dynamic SELECT)
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func reverseLookup(m map[string]string, value string) string {
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for k, v := range m {
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if v == value {
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return k
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}
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}
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return ""
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}
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func eventNameCondition(table, metricOf string) string {
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if table == "" {
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table = "main"
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}
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switch metricOf {
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case string(MetricOfTableFetch):
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return fmt.Sprintf("%s.`$event_name` = 'REQUEST'", table)
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case string(MetricOfTableLocation):
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return fmt.Sprintf("%s.`$event_name` = 'LOCATION'", table)
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default:
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return ""
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}
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}
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func buildDurationWhere(filters []Filter) ([]string, []Filter) {
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var conds []string
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var rest []Filter
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for _, f := range filters {
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if string(f.Type) == "duration" {
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v := f.Value
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if len(v) == 1 {
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if v[0] != "" {
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if d, err := strconv.ParseInt(v[0], 10, 64); err == nil {
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conds = append(conds, fmt.Sprintf("sessions.duration >= %d", d))
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}
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}
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} else if len(v) >= 2 {
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if v[0] != "" {
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if d, err := strconv.ParseInt(v[0], 10, 64); err == nil {
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conds = append(conds, fmt.Sprintf("sessions.duration >= %d", d))
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}
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}
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if v[1] != "" {
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if d, err := strconv.ParseInt(v[1], 10, 64); err == nil {
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conds = append(conds, fmt.Sprintf("sessions.duration <= %d", d))
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}
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}
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}
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} else {
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rest = append(rest, f)
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}
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}
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return conds, rest
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}
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func filterOutTypes(filters []Filter, typesToRemove []FilterType) (kept []Filter, removed []Filter) {
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removeMap := make(map[FilterType]struct{}, len(typesToRemove))
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for _, t := range typesToRemove {
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removeMap[t] = struct{}{}
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}
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for _, f := range filters {
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if _, ok := removeMap[f.Type]; ok {
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removed = append(removed, f)
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} else {
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kept = append(kept, f)
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}
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}
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return
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}
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