package tracefunnel import ( "fmt" ) func formatClause(clause string) string { if clause == "" { return "" } return fmt.Sprintf("%s", clause) } func BuildTwoStepFunnelValidationQuery( containsErrorT1 int, containsErrorT2 int, startTs int64, endTs int64, serviceNameT1 string, spanNameT1 string, serviceNameT2 string, spanNameT2 string, clauseStep1 string, clauseStep2 string, ) string { queryTemplate := ` WITH %[1]d AS contains_error_t1, %[2]d AS contains_error_t2, toDateTime64(%[3]d/1e9, 9) AS start_ts, toDateTime64(%[4]d/1e9, 9) AS end_ts, ('%[5]s','%[6]s') AS step1, ('%[7]s','%[8]s') AS step2 SELECT trace_id FROM ( SELECT trace_id, minIf(timestamp, serviceName = step1.1 AND name = step1.2) AS t1_time, minIf(timestamp, serviceName = step2.1 AND name = step2.2) AS t2_time FROM signoz_traces.signoz_index_v3 WHERE timestamp BETWEEN start_ts AND end_ts AND ( (serviceName = step1.1 AND name = step1.2 AND (contains_error_t1 = 0 OR has_error = true) %[9]s) OR (serviceName = step2.1 AND name = step2.2 AND (contains_error_t2 = 0 OR has_error = true) %[10]s) ) GROUP BY trace_id ) AS funnel WHERE t2_time > t1_time AND t1_time > 0 AND t2_time > 0 ORDER BY t1_time LIMIT 5;` return fmt.Sprintf(queryTemplate, containsErrorT1, containsErrorT2, startTs, endTs, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, formatClause(clauseStep1), formatClause(clauseStep2), ) } func BuildThreeStepFunnelValidationQuery( containsErrorT1 int, containsErrorT2 int, containsErrorT3 int, startTs int64, endTs int64, serviceNameT1 string, spanNameT1 string, serviceNameT2 string, spanNameT2 string, serviceNameT3 string, spanNameT3 string, clauseStep1 string, clauseStep2 string, clauseStep3 string, ) string { queryTemplate := ` WITH %[1]d AS contains_error_t1, %[2]d AS contains_error_t2, %[3]d AS contains_error_t3, toDateTime64(%[4]d/1e9, 9) AS start_ts, toDateTime64(%[5]d/1e9, 9) AS end_ts, ('%[6]s','%[7]s') AS step1, ('%[8]s','%[9]s') AS step2, ('%[10]s','%[11]s') AS step3 SELECT trace_id FROM ( SELECT trace_id, minIf(timestamp, serviceName = step1.1 AND name = step1.2) AS t1_time, minIf(timestamp, serviceName = step2.1 AND name = step2.2) AS t2_time, minIf(timestamp, serviceName = step3.1 AND name = step3.2) AS t3_time FROM signoz_traces.signoz_index_v3 WHERE timestamp BETWEEN start_ts AND end_ts AND ( (serviceName = step1.1 AND name = step1.2 AND (contains_error_t1 = 0 OR has_error = true) %[12]s) OR (serviceName = step2.1 AND name = step2.2 AND (contains_error_t2 = 0 OR has_error = true) %[13]s) OR (serviceName = step3.1 AND name = step3.2 AND (contains_error_t3 = 0 OR has_error = true) %[14]s) ) GROUP BY trace_id ) AS funnel WHERE t1_time > 0 AND t2_time > t1_time AND t3_time > t2_time ORDER BY t1_time LIMIT 5;` return fmt.Sprintf(queryTemplate, containsErrorT1, containsErrorT2, containsErrorT3, startTs, endTs, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, serviceNameT3, spanNameT3, formatClause(clauseStep1), formatClause(clauseStep2), formatClause(clauseStep3), ) } func BuildTwoStepFunnelOverviewQuery( containsErrorT1 int, containsErrorT2 int, latencyPointerT1 string, latencyPointerT2 string, startTs int64, endTs int64, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, clauseStep1, clauseStep2 string, ) string { const tpl = ` WITH toDateTime64(%[5]d / 1e9, 9) AS start_ts, toDateTime64(%[6]d / 1e9, 9) AS end_ts, (%[6]d - %[5]d) / 1e9 AS time_window_sec, ('%[7]s','%[8]s') AS step1, ('%[9]s','%[10]s') AS step2 , funnel AS ( SELECT trace_id, minIf(timestamp, serviceName=step1.1 AND name=step1.2) AS t1_time, minIf(duration_nano, serviceName=step1.1 AND name=step1.2) AS d1_nano, minIf(timestamp, serviceName=step2.1 AND name=step2.2) AS t2_time, minIf(duration_nano, serviceName=step2.1 AND name=step2.2) AS d2_nano, anyIf(has_error, serviceName=step1.1 AND name=step1.2) AS s1_error, anyIf(has_error, serviceName=step2.1 AND name=step2.2) AS s2_error FROM signoz_traces.signoz_index_v3 WHERE timestamp BETWEEN start_ts AND end_ts AND serviceName IN (step1.1, step2.1) AND name IN (step1.2, step2.2) GROUP BY trace_id ) , pointers AS ( SELECT trace_id, -- choose start or end per pointerX if('%[1]s'='start', toUnixTimestamp64Nano(t1_time), toUnixTimestamp64Nano(t1_time) + d1_nano ) AS p1_ns, if('%[2]s'='start', toUnixTimestamp64Nano(t2_time), toUnixTimestamp64Nano(t2_time) + d2_nano ) AS p2_ns, s1_error, s2_error FROM funnel WHERE t1_time>0 AND t2_time>t1_time ) SELECT round(countIf(p1_ns>0 AND p2_ns>0)*100.0/countIf(p1_ns>0),2) AS conversion_rate, countIf(p1_ns>0 AND p2_ns>0)/time_window_sec AS avg_rate, greatest(sum(s1_error), sum(s2_error)) AS errors, avg((p2_ns-p1_ns)/1e6) AS avg_duration_ms, quantile(0.99)((p2_ns-p1_ns)/1e6) AS p99_duration_ms FROM pointers; ` return fmt.Sprintf(tpl, latencyPointerT1, latencyPointerT2, containsErrorT1, containsErrorT2, startTs, endTs, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, formatClause(clauseStep1), formatClause(clauseStep2), ) } func BuildThreeStepFunnelOverviewQuery( containsErrorT1, containsErrorT2, containsErrorT3 int, latencyPointerT1, latencyPointerT2, latencyPointerT3 string, startTs, endTs int64, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, serviceNameT3, spanNameT3, clauseStep1, clauseStep2, clauseStep3 string, ) string { const tpl = ` WITH toDateTime64(%[7]d / 1e9,9) AS start_ts, toDateTime64(%[8]d / 1e9,9) AS end_ts, (%[8]d - %[7]d)/1e9 AS time_window_sec, ('%[9]s','%[10]s') AS step1, ('%[11]s','%[12]s') AS step2, ('%[13]s','%[14]s') AS step3 , funnel AS ( SELECT trace_id, minIf(timestamp, serviceName=step1.1 AND name=step1.2) AS t1_time, minIf(duration_nano, serviceName=step1.1 AND name=step1.2) AS d1_nano, minIf(timestamp, serviceName=step2.1 AND name=step2.2) AS t2_time, minIf(duration_nano, serviceName=step2.1 AND name=step2.2) AS d2_nano, minIf(timestamp, serviceName=step3.1 AND name=step3.2) AS t3_time, minIf(duration_nano, serviceName=step3.1 AND name=step3.2) AS d3_nano, anyIf(has_error, serviceName=step1.1 AND name=step1.2) AS s1_error, anyIf(has_error, serviceName=step2.1 AND name=step2.2) AS s2_error, anyIf(has_error, serviceName=step3.1 AND name=step3.2) AS s3_error FROM signoz_traces.signoz_index_v3 WHERE timestamp BETWEEN start_ts AND end_ts AND serviceName IN (step1.1,step2.1,step3.1) AND name IN (step1.2,step2.2,step3.2) GROUP BY trace_id ) , pointers AS ( SELECT trace_id, if('%[1]s'='start', toUnixTimestamp64Nano(t1_time), toUnixTimestamp64Nano(t1_time)+d1_nano) AS p1_ns, if('%[2]s'='start', toUnixTimestamp64Nano(t2_time), toUnixTimestamp64Nano(t2_time)+d2_nano) AS p2_ns, if('%[3]s'='start', toUnixTimestamp64Nano(t3_time), toUnixTimestamp64Nano(t3_time)+d3_nano) AS p3_ns, s1_error,s2_error,s3_error FROM funnel WHERE t1_time>0 AND t2_time>t1_time AND t3_time>t2_time ) SELECT round(countIf(p1_ns>0 AND p2_ns>p1_ns AND p3_ns>p2_ns)*100.0/countIf(p1_ns>0),2) AS conversion_rate, countIf(p1_ns>0 AND p2_ns>p1_ns)/time_window_sec AS avg_rate_step1_to_2, greatest(sum(s1_error),sum(s2_error),sum(s3_error)) AS errors, avg((p2_ns-p1_ns)/1e6) AS avg_duration_ms, quantile(0.99)((p2_ns-p1_ns)/1e6) AS p99_duration_ms FROM pointers; ` return fmt.Sprintf(tpl, latencyPointerT1, latencyPointerT2, latencyPointerT3, containsErrorT1, containsErrorT2, containsErrorT3, startTs, endTs, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, serviceNameT3, spanNameT3, formatClause(clauseStep1), formatClause(clauseStep2), formatClause(clauseStep3), ) } func BuildTwoStepFunnelCountQuery( containsErrorT1 int, containsErrorT2 int, startTs int64, endTs int64, serviceNameT1 string, spanNameT1 string, serviceNameT2 string, spanNameT2 string, clauseStep1 string, clauseStep2 string, ) string { queryTemplate := ` WITH %[1]d AS contains_error_t1, %[2]d AS contains_error_t2, toDateTime64(%[3]d/1e9,9) AS start_ts, toDateTime64(%[4]d/1e9,9) AS end_ts, ('%[5]s','%[6]s') AS step1, ('%[7]s','%[8]s') AS step2 SELECT countIf(t1_time>0) AS total_s1_spans, countIf(t1_error=1) AS total_s1_errored_spans, countIf(t1_time>0 AND t2_time>t1_time) AS total_s2_spans, countIf(t1_time>0 AND t2_time>t1_time AND t2_error=1) AS total_s2_errored_spans FROM ( SELECT trace_id, minIf(timestamp,serviceName=step1.1 AND name=step1.2) AS t1_time, minIf(timestamp,serviceName=step2.1 AND name=step2.2) AS t2_time, toUInt8(anyIf(has_error,serviceName=step1.1 AND name=step1.2)) AS t1_error, toUInt8(anyIf(has_error,serviceName=step2.1 AND name=step2.2)) AS t2_error FROM signoz_traces.signoz_index_v3 WHERE timestamp BETWEEN start_ts AND end_ts AND ( (serviceName=step1.1 AND name=step1.2 AND (contains_error_t1=0 OR has_error=true) %[9]s) OR (serviceName=step2.1 AND name=step2.2 AND (contains_error_t2=0 OR has_error=true) %[10]s) ) GROUP BY trace_id ) AS funnel WHERE t1_time>0;` return fmt.Sprintf(queryTemplate, containsErrorT1, containsErrorT2, startTs, endTs, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, formatClause(clauseStep1), formatClause(clauseStep2), ) } func BuildThreeStepFunnelCountQuery( containsErrorT1 int, containsErrorT2 int, containsErrorT3 int, startTs int64, endTs int64, serviceNameT1 string, spanNameT1 string, serviceNameT2 string, spanNameT2 string, serviceNameT3 string, spanNameT3 string, clauseStep1 string, clauseStep2 string, clauseStep3 string, ) string { queryTemplate := ` WITH %[1]d AS contains_error_t1, %[2]d AS contains_error_t2, %[3]d AS contains_error_t3, toDateTime64(%[4]d/1e9,9) AS start_ts, toDateTime64(%[5]d/1e9,9) AS end_ts, ('%[6]s','%[7]s') AS step1, ('%[8]s','%[9]s') AS step2, ('%[10]s','%[11]s') AS step3 SELECT countIf(t1_time>0) AS total_s1_spans, countIf(t1_error=1) AS total_s1_errored_spans, countIf(t1_time>0 AND t2_time>t1_time) AS total_s2_spans, countIf(t1_time>0 AND t2_time>t1_time AND t2_error=1) AS total_s2_errored_spans, countIf(t1_time>0 AND t2_time>t1_time AND t3_time>t2_time) AS total_s3_spans, countIf(t1_time>0 AND t2_time>t1_time AND t3_time>t2_time AND t3_error=1) AS total_s3_errored_spans FROM ( SELECT trace_id, minIf(timestamp,serviceName=step1.1 AND name=step1.2) AS t1_time, minIf(timestamp,serviceName=step2.1 AND name=step2.2) AS t2_time, minIf(timestamp,serviceName=step3.1 AND name=step3.2) AS t3_time, toUInt8(anyIf(has_error,serviceName=step1.1 AND name=step1.2)) AS t1_error, toUInt8(anyIf(has_error,serviceName=step2.1 AND name=step2.2)) AS t2_error, toUInt8(anyIf(has_error,serviceName=step3.1 AND name=step3.2)) AS t3_error FROM signoz_traces.signoz_index_v3 WHERE timestamp BETWEEN start_ts AND end_ts AND ( (serviceName=step1.1 AND name=step1.2 AND (contains_error_t1=0 OR has_error=true) %[12]s) OR (serviceName=step2.1 AND name=step2.2 AND (contains_error_t2=0 OR has_error=true) %[13]s) OR (serviceName=step3.1 AND name=step3.2 AND (contains_error_t3=0 OR has_error=true) %[14]s) ) GROUP BY trace_id ) AS funnel WHERE t1_time>0;` return fmt.Sprintf(queryTemplate, containsErrorT1, containsErrorT2, containsErrorT3, startTs, endTs, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, serviceNameT3, spanNameT3, formatClause(clauseStep1), formatClause(clauseStep2), formatClause(clauseStep3), ) } func BuildTwoStepFunnelTopSlowTracesQuery( containsErrorT1 int, containsErrorT2 int, startTs int64, endTs int64, serviceNameT1 string, spanNameT1 string, serviceNameT2 string, spanNameT2 string, clauseStep1 string, clauseStep2 string, ) string { queryTemplate := ` WITH %[1]d AS contains_error_t1, %[2]d AS contains_error_t2, toDateTime64(%[3]d/1e9,9) AS start_ts, toDateTime64(%[4]d/1e9,9) AS end_ts, ('%[5]s','%[6]s') AS step1, ('%[7]s','%[8]s') AS step2 SELECT trace_id, dateDiff('microseconds', t1_time, t2_time)/1000.0 AS duration_ms, span_count FROM ( SELECT trace_id, minIf(timestamp,serviceName=step1.1 AND name=step1.2) AS t1_time, minIf(timestamp,serviceName=step2.1 AND name=step2.2) AS t2_time, count() AS span_count FROM signoz_traces.signoz_index_v3 WHERE timestamp BETWEEN start_ts AND end_ts AND ( (serviceName=step1.1 AND name=step1.2 AND (contains_error_t1=0 OR has_error=true) %[9]s) OR (serviceName=step2.1 AND name=step2.2 AND (contains_error_t2=0 OR has_error=true) %[10]s) ) GROUP BY trace_id ) AS funnel WHERE t2_time>t1_time ORDER BY duration_ms DESC LIMIT 5;` return fmt.Sprintf(queryTemplate, containsErrorT1, containsErrorT2, startTs, endTs, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, formatClause(clauseStep1), formatClause(clauseStep2), ) } func BuildTwoStepFunnelStepOverviewQuery( containsErrorT1 int, containsErrorT2 int, latencyPointerT1 string, latencyPointerT2 string, startTs int64, endTs int64, serviceNameT1 string, spanNameT1 string, serviceNameT2 string, spanNameT2 string, clauseStep1 string, clauseStep2 string, latencyTypeT2 string, ) string { const tpl = ` WITH toDateTime64(%[5]d/1e9,9) AS start_ts, toDateTime64(%[6]d/1e9,9) AS end_ts, (%[6]d - %[5]d)/1e9 AS time_window_sec, ('%[7]s','%[8]s') AS step1, ('%[9]s','%[10]s') AS step2 , funnel AS ( SELECT trace_id, minIf(timestamp, serviceName=step1.1 AND name=step1.2) AS t1_time, minIf(duration_nano, serviceName=step1.1 AND name=step1.2) AS d1_nano, minIf(timestamp, serviceName=step2.1 AND name=step2.2) AS t2_time, minIf(duration_nano, serviceName=step2.1 AND name=step2.2) AS d2_nano, toUInt8(anyIf(has_error, serviceName=step1.1 AND name=step1.2)) AS s1_error, toUInt8(anyIf(has_error, serviceName=step2.1 AND name=step2.2)) AS s2_error FROM signoz_traces.signoz_index_v3 WHERE timestamp BETWEEN start_ts AND end_ts AND serviceName IN (step1.1, step2.1) AND name IN (step1.2, step2.2) AND ((%[1]d=0) OR (has_error AND serviceName=step1.1 AND name=step1.2)) AND ((%[2]d=0) OR (has_error AND serviceName=step2.1 AND name=step2.2)) %[11]s %[12]s GROUP BY trace_id ) , pointers AS ( SELECT trace_id, if('%[3]s'='start', toUnixTimestamp64Nano(t1_time), toUnixTimestamp64Nano(t1_time)+d1_nano ) AS p1_ns, if('%[4]s'='start', toUnixTimestamp64Nano(t2_time), toUnixTimestamp64Nano(t2_time)+d2_nano ) AS p2_ns, s1_error, s2_error FROM funnel WHERE t1_time>0 AND p2_ns>p1_ns ) SELECT round(countIf(p1_ns>0 AND p2_ns>p1_ns)*100.0/countIf(p1_ns>0),2) AS conversion_rate, countIf(p1_ns>0 AND p2_ns>p1_ns)/time_window_sec AS avg_rate, greatest(sum(s1_error), sum(s2_error)) AS errors, avg((p2_ns - p1_ns)/1e6) AS avg_duration_ms, CASE WHEN '%[13]s'='p99' THEN quantile(0.99)((p2_ns - p1_ns)/1e6) WHEN '%[13]s'='p95' THEN quantile(0.95)((p2_ns - p1_ns)/1e6) WHEN '%[13]s'='p90' THEN quantile(0.90)((p2_ns - p1_ns)/1e6) ELSE quantile(0.99)((p2_ns - p1_ns)/1e6) END AS latency FROM pointers;` return fmt.Sprintf(tpl, containsErrorT1, containsErrorT2, latencyPointerT1, latencyPointerT2, startTs, endTs, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, formatClause(clauseStep1), formatClause(clauseStep2), latencyTypeT2, ) } func BuildThreeStepFunnelStepOverviewQuery( containsErrorT1 int, containsErrorT2 int, containsErrorT3 int, latencyPointerT1 string, latencyPointerT2 string, latencyPointerT3 string, startTs int64, endTs int64, serviceNameT1 string, spanNameT1 string, serviceNameT2 string, spanNameT2 string, serviceNameT3 string, spanNameT3 string, clauseStep1 string, clauseStep2 string, clauseStep3 string, stepStart int64, stepEnd int64, latencyTypeT2 string, latencyTypeT3 string, ) string { const base = ` WITH toDateTime64(%[7]d/1e9,9) AS start_ts, toDateTime64(%[8]d/1e9,9) AS end_ts, (%[8]d-%[7]d)/1e9 AS time_window_sec, ('%[9]s','%[10]s') AS step1, ('%[11]s','%[12]s') AS step2, ('%[13]s','%[14]s') AS step3 , funnel AS ( SELECT trace_id, minIf(timestamp, serviceName=step1.1 AND name=step1.2) AS t1_time, minIf(duration_nano, serviceName=step1.1 AND name=step1.2) AS d1_nano, minIf(timestamp, serviceName=step2.1 AND name=step2.2) AS t2_time, minIf(duration_nano, serviceName=step2.1 AND name=step2.2) AS d2_nano, minIf(timestamp, serviceName=step3.1 AND name=step3.2) AS t3_time, minIf(duration_nano, serviceName=step3.1 AND name=step3.2) AS d3_nano, toUInt8(anyIf(has_error, serviceName=step1.1 AND name=step1.2)) AS s1_error, toUInt8(anyIf(has_error, serviceName=step2.1 AND name=step2.2)) AS s2_error, toUInt8(anyIf(has_error, serviceName=step3.1 AND name=step3.2)) AS s3_error FROM signoz_traces.signoz_index_v3 WHERE timestamp BETWEEN start_ts AND end_ts AND serviceName IN (step1.1, step2.1, step3.1) AND name IN (step1.2, step2.2, step3.2) AND ((%[4]d=0) OR (has_error AND serviceName=step1.1 AND name=step1.2)) AND ((%[5]d=0) OR (has_error AND serviceName=step2.1 AND name=step2.2)) AND ((%[6]d=0) OR (has_error AND serviceName=step3.1 AND name=step3.2)) %[15]s %[16]s %[17]s GROUP BY trace_id ) , pointers AS ( SELECT trace_id, if('%[1]s'='start', toUnixTimestamp64Nano(t1_time), toUnixTimestamp64Nano(t1_time)+d1_nano) AS p1_ns, if('%[2]s'='start', toUnixTimestamp64Nano(t2_time), toUnixTimestamp64Nano(t2_time)+d2_nano) AS p2_ns, if('%[3]s'='start', toUnixTimestamp64Nano(t3_time), toUnixTimestamp64Nano(t3_time)+d3_nano) AS p3_ns, s1_error, s2_error, s3_error FROM funnel WHERE t1_time>0 AND t2_time>t1_time AND t3_time>t2_time ) ` var sel string if stepStart == 1 && stepEnd == 2 { sel = ` SELECT round(countIf(p1_ns>0 AND p2_ns>p1_ns)*100.0/countIf(p1_ns>0),2) AS conversion_rate, countIf(p1_ns>0 AND p2_ns>p1_ns)/time_window_sec AS avg_rate, greatest(sum(s1_error),sum(s2_error)) AS errors, avg((p2_ns-p1_ns)/1e6) AS avg_duration_ms, CASE WHEN '%[18]s'='p99' THEN quantile(0.99)((p2_ns-p1_ns)/1e6) WHEN '%[18]s'='p95' THEN quantile(0.95)((p2_ns-p1_ns)/1e6) WHEN '%[18]s'='p90' THEN quantile(0.90)((p2_ns-p1_ns)/1e6) ELSE quantile(0.99)((p2_ns-p1_ns)/1e6) END AS latency FROM pointers;` } else { sel = ` SELECT round(countIf(p2_ns>0 AND p3_ns>p2_ns)*100.0/countIf(p2_ns>0),2) AS conversion_rate, countIf(p2_ns>0 AND p3_ns>p2_ns)/time_window_sec AS avg_rate, greatest(sum(s2_error),sum(s3_error)) AS errors, avg((p3_ns-p2_ns)/1e6) AS avg_duration_ms, CASE WHEN '%[19]s'='p99' THEN quantile(0.99)((p3_ns-p2_ns)/1e6) WHEN '%[19]s'='p95' THEN quantile(0.95)((p3_ns-p2_ns)/1e6) WHEN '%[19]s'='p90' THEN quantile(0.90)((p3_ns-p2_ns)/1e6) ELSE quantile(0.99)((p3_ns-p2_ns)/1e6) END AS latency FROM pointers;` } return fmt.Sprintf( base+sel, latencyPointerT1, latencyPointerT2, latencyPointerT3, containsErrorT1, containsErrorT2, containsErrorT3, startTs, endTs, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, serviceNameT3, spanNameT3, formatClause(clauseStep1), formatClause(clauseStep2), formatClause(clauseStep3), latencyTypeT2, latencyTypeT3, ) } func BuildTwoStepFunnelTopSlowErrorTracesQuery( containsErrorT1 int, containsErrorT2 int, startTs int64, endTs int64, serviceNameT1 string, spanNameT1 string, serviceNameT2 string, spanNameT2 string, clauseStep1 string, clauseStep2 string, ) string { queryTemplate := ` WITH %[1]d AS contains_error_t1, %[2]d AS contains_error_t2, toDateTime64(%[3]d/1e9,9) AS start_ts, toDateTime64(%[4]d/1e9,9) AS end_ts, ('%[5]s','%[6]s') AS step1, ('%[7]s','%[8]s') AS step2 SELECT trace_id, dateDiff('microseconds', t1_time, t2_time)/1000.0 AS duration_ms, span_count FROM ( SELECT trace_id, minIf(timestamp,serviceName=step1.1 AND name=step1.2) AS t1_time, minIf(timestamp,serviceName=step2.1 AND name=step2.2) AS t2_time, toUInt8(anyIf(has_error,serviceName=step1.1 AND name=step1.2)) AS t1_error, toUInt8(anyIf(has_error,serviceName=step2.1 AND name=step2.2)) AS t2_error, count() AS span_count FROM signoz_traces.signoz_index_v3 WHERE timestamp BETWEEN start_ts AND end_ts AND ( (serviceName=step1.1 AND name=step1.2 AND (contains_error_t1=0 OR has_error=true) %[9]s) OR (serviceName=step2.1 AND name=step2.2 AND (contains_error_t2=0 OR has_error=true) %[10]s) ) GROUP BY trace_id ) AS funnel WHERE (t1_error=1 OR t2_error=1) AND t2_time>t1_time ORDER BY duration_ms DESC LIMIT 5;` return fmt.Sprintf(queryTemplate, containsErrorT1, containsErrorT2, startTs, endTs, serviceNameT1, spanNameT1, serviceNameT2, spanNameT2, formatClause(clauseStep1), formatClause(clauseStep2), ) }