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greptimedb/tests/cases/standalone/common/tql/tql-cte.result
Ruihang Xia bd3ad60910 fix: promql offset direction (#7392)
* fix: promql offset direction

Signed-off-by: Ruihang Xia <waynestxia@gmail.com>

* sort sqlness result

Signed-off-by: Ruihang Xia <waynestxia@gmail.com>

* commit forgotten file

Signed-off-by: Ruihang Xia <waynestxia@gmail.com>

---------

Signed-off-by: Ruihang Xia <waynestxia@gmail.com>
2025-12-12 07:51:35 +00:00

958 lines
83 KiB
Plaintext

create table metric (ts timestamp(3) time index, val double);
Affected Rows: 0
create table labels (ts timestamp(3) time index, host string primary key, cpu double);
Affected Rows: 0
insert into metric values
(0,0),
(10000,8),
(20000,8),
(30000,2),
(40000,3);
Affected Rows: 5
insert into labels values
('1970-01-01 00:00:00', 'host1', 0.1),
('1970-01-01 00:00:10', 'host1', 0.8),
('1970-01-01 00:00:20', 'host1', 0.8),
('1970-01-01 00:00:30', 'host1', 0.2),
('1970-01-01 00:00:40', 'host1', 0.3),
('1970-01-01 00:00:00', 'host2', 0.2),
('1970-01-01 00:00:10', 'host2', 0.9),
('1970-01-01 00:00:20', 'host2', 0.7),
('1970-01-01 00:00:30', 'host2', 0.4),
('1970-01-01 00:00:40', 'host2', 0.5);
Affected Rows: 10
-- Basic TQL CTE without column aliases
WITH tql as (
TQL EVAL (0, 40, '10s') metric
)
SELECT * FROM tql;
+---------------------+-----+
| ts | val |
+---------------------+-----+
| 1970-01-01T00:00:00 | 0.0 |
| 1970-01-01T00:00:10 | 8.0 |
| 1970-01-01T00:00:20 | 8.0 |
| 1970-01-01T00:00:30 | 2.0 |
| 1970-01-01T00:00:40 | 3.0 |
+---------------------+-----+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH tql as (
TQL EVAL (0, 40, '10s') metric
)
SELECT * FROM tql;
+---------------+----------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+----------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: tql.ts, tql.val |
| | SubqueryAlias: tql |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=[] |
| | Filter: metric.ts >= TimestampMillisecond(-300000, None) AND metric.ts <= TimestampMillisecond(340000, None) |
| | TableScan: metric |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+----------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with column aliases
WITH tql (the_timestamp, the_value) as (
TQL EVAL (0, 40, '10s') metric
)
SELECT * FROM tql;
+---------------------+-----------+
| the_timestamp | the_value |
+---------------------+-----------+
| 1970-01-01T00:00:00 | 0.0 |
| 1970-01-01T00:00:10 | 8.0 |
| 1970-01-01T00:00:20 | 8.0 |
| 1970-01-01T00:00:30 | 2.0 |
| 1970-01-01T00:00:40 | 3.0 |
+---------------------+-----------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH tql (the_timestamp, the_value) as (
TQL EVAL (0, 40, '10s') metric
)
SELECT * FROM tql;
+---------------+------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+------------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: tql.the_timestamp, tql.the_value |
| | SubqueryAlias: tql |
| | Projection: metric.ts AS the_timestamp, metric.val AS the_value |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=[] |
| | Filter: metric.ts >= TimestampMillisecond(-300000, None) AND metric.ts <= TimestampMillisecond(340000, None) |
| | TableScan: metric |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+------------------------------------------------------------------------------------------------------------------------+
-- Explain TQL CTE
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH tql AS (
TQL EVAL (0, 40, '10s') metric
) SELECT * FROM tql;
+---------------+----------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+----------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: tql.ts, tql.val |
| | SubqueryAlias: tql |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=[] |
| | Filter: metric.ts >= TimestampMillisecond(-300000, None) AND metric.ts <= TimestampMillisecond(340000, None) |
| | TableScan: metric |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+----------------------------------------------------------------------------------------------------------------------+
-- Hybrid CTEs (TQL + SQL)
WITH
tql_data (ts, val) AS (TQL EVAL (0, 40, '10s') metric),
filtered AS (SELECT * FROM tql_data WHERE val > 5)
SELECT count(*) FROM filtered;
+----------+
| count(*) |
+----------+
| 2 |
+----------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH
tql_data (ts, val) AS (TQL EVAL (0, 40, '10s') metric),
filtered AS (SELECT * FROM tql_data WHERE val > 5)
SELECT count(*) FROM filtered;
+---------------+--------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+--------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: count(Int64(1)) AS count(*) |
| | Aggregate: groupBy=[[]], aggr=[[count(Int64(1))]] |
| | SubqueryAlias: filtered |
| | Projection: tql_data.ts, tql_data.val |
| | Filter: tql_data.val > CAST(Int64(5) AS Float64) |
| | SubqueryAlias: tql_data |
| | Projection: metric.ts AS ts, metric.val AS val |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=[] |
| | Filter: metric.ts >= TimestampMillisecond(-300000, None) AND metric.ts <= TimestampMillisecond(340000, None) |
| | TableScan: metric |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+--------------------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with complex PromQL expressions
WITH
tql_data (ts, val) AS (TQL EVAL (0, 40, '10s') rate(metric[20s])),
filtered (ts, val) AS (SELECT * FROM tql_data WHERE val > 0)
SELECT sum(val) FROM filtered;
+-------------------+
| sum(filtered.val) |
+-------------------+
| 1.05 |
+-------------------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH
tql_data (ts, val) AS (TQL EVAL (0, 40, '10s') rate(metric[20s])),
filtered (ts, val) AS (SELECT * FROM tql_data WHERE val > 0)
SELECT sum(val) FROM filtered;
+---------------+----------------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+----------------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: sum(filtered.val) |
| | Aggregate: groupBy=[[]], aggr=[[sum(filtered.val)]] |
| | SubqueryAlias: filtered |
| | Projection: tql_data.ts AS ts, tql_data.val AS val |
| | Projection: tql_data.ts, tql_data.val |
| | Filter: tql_data.val > CAST(Int64(0) AS Float64) |
| | SubqueryAlias: tql_data |
| | Projection: metric.ts AS ts, prom_rate(ts_range,val,ts,Int64(20000)) AS val |
| | Filter: prom_rate(ts_range,val,ts,Int64(20000)) IS NOT NULL |
| | Projection: metric.ts, prom_rate(ts_range, val, metric.ts, Int64(20000)) AS prom_rate(ts_range,val,ts,Int64(20000)) |
| | PromRangeManipulate: req range=[0..40000], interval=[10000], eval range=[20000], time index=[ts], values=["val"] |
| | PromSeriesNormalize: offset=[0], time index=[ts], filter NaN: [true] |
| | PromSeriesDivide: tags=[] |
| | Filter: metric.ts >= TimestampMillisecond(-320000, None) AND metric.ts <= TimestampMillisecond(340000, None) |
| | TableScan: metric |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+----------------------------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with aggregation functions
WITH tql_agg(ts, summary) AS (
TQL EVAL (0, 40, '10s') sum(labels{host=~"host.*"})
)
SELECT round(avg(summary)) as avg_sum FROM tql_agg;
+---------+
| avg_sum |
+---------+
| 1.0 |
+---------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH tql_agg(ts, summary) AS (
TQL EVAL (0, 40, '10s') sum(labels{host=~"host.*"})
)
SELECT round(avg(summary)) as avg_sum FROM tql_agg;
+---------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: round(avg(tql_agg.summary)) AS avg_sum |
| | Aggregate: groupBy=[[]], aggr=[[avg(tql_agg.summary)]] |
| | SubqueryAlias: tql_agg |
| | Projection: labels.ts AS ts, sum(labels.cpu) AS summary |
| | Aggregate: groupBy=[[labels.ts]], aggr=[[sum(labels.cpu)]] |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=["host"] |
| | Filter: labels.host ~ Utf8("^(?:host.*)$") AND labels.ts >= TimestampMillisecond(-300000, None) AND labels.ts <= TimestampMillisecond(340000, None) |
| | TableScan: labels |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with label selectors
WITH host_metrics AS (
TQL EVAL (0, 40, '10s') labels{host="host1"}
)
SELECT count(*) as host1_points FROM host_metrics;
+--------------+
| host1_points |
+--------------+
| 5 |
+--------------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH host_metrics AS (
TQL EVAL (0, 40, '10s') labels{host="host1"}
)
SELECT count(*) as host1_points FROM host_metrics;
+---------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: count(Int64(1)) AS count(*) AS host1_points |
| | Aggregate: groupBy=[[]], aggr=[[count(host_metrics.ts) AS count(Int64(1))]] |
| | SubqueryAlias: host_metrics |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=["host"] |
| | Filter: labels.host = Utf8("host1") AND labels.ts >= TimestampMillisecond(-300000, None) AND labels.ts <= TimestampMillisecond(340000, None) |
| | TableScan: labels |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with column reference
WITH host_metrics AS (
TQL EVAL (0, 40, '10s') labels{host="host1"}
)
SELECT host_metrics.ts, host_metrics.host FROM host_metrics;
+---------------------+-------+
| ts | host |
+---------------------+-------+
| 1970-01-01T00:00:00 | host1 |
| 1970-01-01T00:00:10 | host1 |
| 1970-01-01T00:00:20 | host1 |
| 1970-01-01T00:00:30 | host1 |
| 1970-01-01T00:00:40 | host1 |
+---------------------+-------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH host_metrics AS (
TQL EVAL (0, 40, '10s') labels{host="host1"}
)
SELECT host_metrics.ts, host_metrics.host FROM host_metrics;
+---------------+------------------------------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+------------------------------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: host_metrics.ts, host_metrics.host |
| | SubqueryAlias: host_metrics |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=["host"] |
| | Filter: labels.host = Utf8("host1") AND labels.ts >= TimestampMillisecond(-300000, None) AND labels.ts <= TimestampMillisecond(340000, None) |
| | TableScan: labels |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+------------------------------------------------------------------------------------------------------------------------------------------------------+
-- Multiple TQL CTEs referencing different tables
WITH
metric_data(ts, val) AS (TQL EVAL (0, 40, '10s') metric),
label_data(ts, host, cpu) AS (TQL EVAL (0, 40, '10s') labels{host="host2"})
SELECT
m.val as metric_val,
l.cpu as label_val
FROM metric_data m, label_data l
WHERE m.ts = l.ts
ORDER BY m.ts
LIMIT 3;
+------------+-----------+
| metric_val | label_val |
+------------+-----------+
| 0.0 | 0.2 |
| 8.0 | 0.9 |
| 8.0 | 0.7 |
+------------+-----------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH
metric_data(ts, val) AS (TQL EVAL (0, 40, '10s') metric),
label_data(ts, host, cpu) AS (TQL EVAL (0, 40, '10s') labels{host="host2"})
SELECT
m.val as metric_val,
l.cpu as label_val
FROM metric_data m, label_data l
WHERE m.ts = l.ts
ORDER BY m.ts
LIMIT 3;
+---------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | Projection: metric_val, label_val |
| | Sort: m.ts ASC NULLS LAST, fetch=3 |
| | Projection: m.val AS metric_val, l.cpu AS label_val, m.ts |
| | Inner Join: m.ts = l.ts |
| | MergeScan [is_placeholder=false, remote_input=[ |
| | SubqueryAlias: m |
| | SubqueryAlias: metric_data |
| | Projection: metric.ts AS ts, metric.val AS val |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=[] |
| | Filter: metric.ts >= TimestampMillisecond(-300000, None) AND metric.ts <= TimestampMillisecond(340000, None) |
| | TableScan: metric |
| | ]] |
| | Projection: l.ts, l.cpu |
| | MergeScan [is_placeholder=false, remote_input=[ |
| | SubqueryAlias: l |
| | SubqueryAlias: label_data |
| | Projection: labels.ts AS ts, labels.host AS host, labels.cpu AS cpu |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=["host"] |
| | Filter: labels.host = Utf8("host2") AND labels.ts >= TimestampMillisecond(-300000, None) AND labels.ts <= TimestampMillisecond(340000, None) |
| | TableScan: labels |
| | ]] |
| physical_plan | ProjectionExec: expr=[metric_val@0 as metric_val, label_val@1 as label_val] |
| | SortPreservingMergeExec: [ts@2 ASC NULLS LAST], fetch=3 |
| | SortExec: TopK(fetch=3), expr=[ts@2 ASC NULLS LAST], preserve_REDACTED
| | ProjectionExec: expr=[val@1 as metric_val, cpu@2 as label_val, ts@0 as ts] |
| | CoalesceBatchesExec: target_batch_size=8192 |
| | HashJoinExec: mode=Partitioned, join_type=Inner, on=[(ts@0, ts@0)], projection=[ts@0, val@1, cpu@3] |
| | CoalesceBatchesExec: target_batch_size=8192 |
| | RepartitionExec: REDACTED
| | CooperativeExec |
| | MergeScanExec: REDACTED
| | CoalesceBatchesExec: target_batch_size=8192 |
| | RepartitionExec: REDACTED
| | ProjectionExec: expr=[ts@0 as ts, cpu@2 as cpu] |
| | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with mathematical operations
WITH computed(ts, val) AS (
TQL EVAL (0, 40, '10s') metric * 2 + 1
)
SELECT min(val) as min_computed, max(val) as max_computed FROM computed;
+--------------+--------------+
| min_computed | max_computed |
+--------------+--------------+
| 1.0 | 17.0 |
+--------------+--------------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH computed(ts, val) AS (
TQL EVAL (0, 40, '10s') metric * 2 + 1
)
SELECT min(val) as min_computed, max(val) as max_computed FROM computed;
+---------------+------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: min(computed.val) AS min_computed, max(computed.val) AS max_computed |
| | Aggregate: groupBy=[[]], aggr=[[min(computed.val), max(computed.val)]] |
| | SubqueryAlias: computed |
| | Projection: metric.ts AS ts, val * Float64(2) + Float64(1) AS val |
| | Projection: metric.ts, val * Float64(2) + Float64(1) AS val * Float64(2) + Float64(1) |
| | Projection: metric.ts, metric.val * Float64(2) AS val * Float64(2) |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=[] |
| | Filter: metric.ts >= TimestampMillisecond(-300000, None) AND metric.ts <= TimestampMillisecond(340000, None) |
| | TableScan: metric |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+------------------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with window functions in SQL part
WITH tql_base(ts, val) AS (
TQL EVAL (0, 40, '10s') metric
)
SELECT
ts,
val,
LAG(val, 1) OVER (ORDER BY ts) as prev_value
FROM tql_base
ORDER BY ts;
+---------------------+-----+------------+
| ts | val | prev_value |
+---------------------+-----+------------+
| 1970-01-01T00:00:00 | 0.0 | |
| 1970-01-01T00:00:10 | 8.0 | 0.0 |
| 1970-01-01T00:00:20 | 8.0 | 8.0 |
| 1970-01-01T00:00:30 | 2.0 | 8.0 |
| 1970-01-01T00:00:40 | 3.0 | 2.0 |
+---------------------+-----+------------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH tql_base(ts, val) AS (
TQL EVAL (0, 40, '10s') metric
)
SELECT
ts,
val,
LAG(val, 1) OVER (ORDER BY ts) as prev_value
FROM tql_base
ORDER BY ts;
+---------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | Sort: tql_base.ts ASC NULLS LAST |
| | Projection: tql_base.ts, tql_base.val, lag(tql_base.val,Int64(1)) ORDER BY [tql_base.ts ASC NULLS LAST] RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW AS prev_value |
| | WindowAggr: windowExpr=[[lag(tql_base.val, Int64(1)) ORDER BY [tql_base.ts ASC NULLS LAST] RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW]] |
| | MergeScan [is_placeholder=false, remote_input=[ |
| | SubqueryAlias: tql_base |
| | Projection: metric.ts AS ts, metric.val AS val |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=[] |
| | Filter: metric.ts >= TimestampMillisecond(-300000, None) AND metric.ts <= TimestampMillisecond(340000, None) |
| | TableScan: metric |
| | ]] |
| physical_plan | ProjectionExec: expr=[ts@0 as ts, val@1 as val, lag(tql_base.val,Int64(1)) ORDER BY [tql_base.ts ASC NULLS LAST] RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW@2 as prev_value] |
| | BoundedWindowAggExec: wdw=[lag(tql_base.val,Int64(1)) ORDER BY [tql_base.ts ASC NULLS LAST] RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW: Field { name: "lag(tql_base.val,Int64(1)) ORDER BY [tql_base.ts ASC NULLS LAST] RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW", data_type: Float64, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, frame: RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW], mode=[Sorted] |
| | SortPreservingMergeExec: [ts@0 ASC NULLS LAST] |
| | SortExec: expr=[ts@0 ASC NULLS LAST], preserve_REDACTED
| | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with HAVING clause
WITH tql_grouped(ts, host, cpu) AS (
TQL EVAL (0, 40, '10s') labels
)
SELECT
DATE_TRUNC('minute', ts) as minute,
count(*) as point_count
FROM tql_grouped
GROUP BY minute
HAVING count(*) > 1;
+---------------------+-------------+
| minute | point_count |
+---------------------+-------------+
| 1970-01-01T00:00:00 | 10 |
+---------------------+-------------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH tql_grouped(ts, host, cpu) AS (
TQL EVAL (0, 40, '10s') labels
)
SELECT
DATE_TRUNC('minute', ts) as minute,
count(*) as point_count
FROM tql_grouped
GROUP BY minute
HAVING count(*) > 1;
+---------------+----------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+----------------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: date_trunc(Utf8("minute"),tql_grouped.ts) AS minute, count(Int64(1)) AS count(*) AS point_count |
| | Filter: count(Int64(1)) > Int64(1) |
| | Aggregate: groupBy=[[date_trunc(Utf8("minute"), tql_grouped.ts)]], aggr=[[count(tql_grouped.ts) AS count(Int64(1))]] |
| | SubqueryAlias: tql_grouped |
| | Projection: labels.ts AS ts, labels.host AS host, labels.cpu AS cpu |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=["host"] |
| | Filter: labels.ts >= TimestampMillisecond(-300000, None) AND labels.ts <= TimestampMillisecond(340000, None) |
| | TableScan: labels |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+----------------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with UNION
-- SQLNESS SORT_RESULT 3 1
WITH
host1_data(ts, host, cpu) AS (TQL EVAL (0, 40, '10s') labels{host="host1"}),
host2_data(ts, host, cpu) AS (TQL EVAL (0, 40, '10s') labels{host="host2"})
SELECT 'host1' as source, ts, cpu FROM host1_data
UNION ALL
SELECT 'host2' as source, ts, cpu FROM host2_data;
+--------+---------------------+-----+
| source | ts | cpu |
+--------+---------------------+-----+
| host1 | 1970-01-01T00:00:00 | 0.1 |
| host1 | 1970-01-01T00:00:10 | 0.8 |
| host1 | 1970-01-01T00:00:20 | 0.8 |
| host1 | 1970-01-01T00:00:30 | 0.2 |
| host1 | 1970-01-01T00:00:40 | 0.3 |
| host2 | 1970-01-01T00:00:00 | 0.2 |
| host2 | 1970-01-01T00:00:10 | 0.9 |
| host2 | 1970-01-01T00:00:20 | 0.7 |
| host2 | 1970-01-01T00:00:30 | 0.4 |
| host2 | 1970-01-01T00:00:40 | 0.5 |
+--------+---------------------+-----+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH
host1_data(ts, host, cpu) AS (TQL EVAL (0, 40, '10s') labels{host="host1"}),
host2_data(ts, host, cpu) AS (TQL EVAL (0, 40, '10s') labels{host="host2"})
SELECT 'host1' as source, ts, cpu FROM host1_data
UNION ALL
SELECT 'host2' as source, ts, cpu FROM host2_data;
+---------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | Union |
| | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: Utf8("host1") AS source, host1_data.ts, host1_data.cpu |
| | SubqueryAlias: host1_data |
| | Projection: labels.ts AS ts, labels.host AS host, labels.cpu AS cpu |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=["host"] |
| | Filter: labels.host = Utf8("host1") AND labels.ts >= TimestampMillisecond(-300000, None) AND labels.ts <= TimestampMillisecond(340000, None) |
| | TableScan: labels |
| | ]] |
| | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: Utf8("host2") AS source, host2_data.ts, host2_data.cpu |
| | SubqueryAlias: host2_data |
| | Projection: labels.ts AS ts, labels.host AS host, labels.cpu AS cpu |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=["host"] |
| | Filter: labels.host = Utf8("host2") AND labels.ts >= TimestampMillisecond(-300000, None) AND labels.ts <= TimestampMillisecond(340000, None) |
| | TableScan: labels |
| | ]] |
| physical_plan | InterleaveExec |
| | CooperativeExec |
| | MergeScanExec: REDACTED
| | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+
-- Nested CTEs with TQL
WITH
base_tql(ts, val) AS (TQL EVAL (0, 40, '10s') metric),
processed(ts, percent) AS (
SELECT ts, val * 100 as percent
FROM base_tql
WHERE val > 0
),
final(ts, percent) AS (
SELECT * FROM processed WHERE percent > 200
)
SELECT count(*) as high_values FROM final;
+-------------+
| high_values |
+-------------+
| 3 |
+-------------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH
base_tql(ts, val) AS (TQL EVAL (0, 40, '10s') metric),
processed(ts, percent) AS (
SELECT ts, val * 100 as percent
FROM base_tql
WHERE val > 0
),
final(ts, percent) AS (
SELECT * FROM processed WHERE percent > 200
)
SELECT count(*) as high_values FROM final;
+---------------+------------------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+------------------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: count(Int64(1)) AS count(*) AS high_values |
| | Aggregate: groupBy=[[]], aggr=[[count(Int64(1))]] |
| | SubqueryAlias: final |
| | Projection: processed.ts AS ts, processed.percent AS percent |
| | Projection: processed.ts, processed.percent |
| | Filter: processed.percent > CAST(Int64(200) AS Float64) |
| | SubqueryAlias: processed |
| | Projection: base_tql.ts AS ts, percent AS percent |
| | Projection: base_tql.ts, base_tql.val * CAST(Int64(100) AS Float64) AS percent |
| | Filter: base_tql.val > CAST(Int64(0) AS Float64) |
| | SubqueryAlias: base_tql |
| | Projection: metric.ts AS ts, metric.val AS val |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=[] |
| | Filter: metric.ts >= TimestampMillisecond(-300000, None) AND metric.ts <= TimestampMillisecond(340000, None) |
| | TableScan: metric |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+------------------------------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with time-based functions
WITH time_shifted AS (
TQL EVAL (0, 40, '10s') metric offset 50s
)
SELECT * FROM time_shifted;
+----+-----+
| ts | val |
+----+-----+
+----+-----+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH time_shifted AS (
TQL EVAL (0, 40, '10s') metric offset 50s
)
SELECT * FROM time_shifted;
+---------------+------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+------------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: time_shifted.ts, time_shifted.val |
| | SubqueryAlias: time_shifted |
| | PromInstantManipulate: range=[0..40000], lookback=[300000], interval=[10000], time index=[ts] |
| | PromSeriesNormalize: offset=[50000], time index=[ts], filter NaN: [false] |
| | PromSeriesDivide: tags=[] |
| | Filter: metric.ts >= TimestampMillisecond(-350000, None) AND metric.ts <= TimestampMillisecond(290000, None) |
| | TableScan: metric |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+------------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with JOIN between TQL and regular table
-- SQLNESS SORT_RESULT 3 1
WITH tql_summary(ts, host, cpu) AS (
TQL EVAL (0, 40, '10s') avg_over_time(labels[30s])
)
SELECT
t.ts,
t.cpu as avg_value,
l.host
FROM tql_summary t
JOIN labels l ON DATE_TRUNC('second', t.ts) = DATE_TRUNC('second', l.ts)
WHERE l.host = 'host1'
ORDER BY t.ts, l.host, avg_value
LIMIT 5;
+---------------------+-----------+-------+
| ts | avg_value | host |
+---------------------+-----------+-------+
| 1970-01-01T00:00:00 | host1 | host1 |
| 1970-01-01T00:00:00 | host2 | host1 |
| 1970-01-01T00:00:10 | host1 | host1 |
| 1970-01-01T00:00:10 | host2 | host1 |
| 1970-01-01T00:00:20 | host1 | host1 |
+---------------------+-----------+-------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH tql_summary(ts, host, cpu) AS (
TQL EVAL (0, 40, '10s') avg_over_time(labels[30s])
)
SELECT
t.ts,
t.cpu as avg_value,
l.host
FROM tql_summary t
JOIN labels l ON DATE_TRUNC('second', t.ts) = DATE_TRUNC('second', l.ts)
WHERE l.host = 'host1'
ORDER BY t.ts, l.host, avg_value
LIMIT 5;
+---------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | Sort: t.ts ASC NULLS LAST, l.host ASC NULLS LAST, avg_value ASC NULLS LAST, fetch=5 |
| | Projection: t.ts, t.cpu AS avg_value, l.host |
| | Inner Join: date_trunc(Utf8("second"), t.ts) = date_trunc(Utf8("second"), l.ts) |
| | Projection: t.ts, t.cpu |
| | MergeScan [is_placeholder=false, remote_input=[ |
| | SubqueryAlias: t |
| | SubqueryAlias: tql_summary |
| | Projection: labels.ts AS ts, prom_avg_over_time(ts_range,cpu) AS host, labels.host AS cpu |
| | Filter: prom_avg_over_time(ts_range,cpu) IS NOT NULL |
| | Projection: labels.ts, prom_avg_over_time(ts_range, cpu) AS prom_avg_over_time(ts_range,cpu), labels.host |
| | PromRangeManipulate: req range=[0..40000], interval=[10000], eval range=[30000], time index=[ts], values=["cpu"] |
| | PromSeriesNormalize: offset=[0], time index=[ts], filter NaN: [true] |
| | PromSeriesDivide: tags=["host"] |
| | Filter: labels.ts >= TimestampMillisecond(-330000, None) AND labels.ts <= TimestampMillisecond(340000, None) |
| | TableScan: labels |
| | ]] |
| | Filter: l.host = Utf8("host1") |
| | Projection: l.ts, l.host |
| | MergeScan [is_placeholder=false, remote_input=[ |
| | SubqueryAlias: l |
| | TableScan: labels |
| | ]] |
| physical_plan | SortPreservingMergeExec: [ts@0 ASC NULLS LAST, avg_value@1 ASC NULLS LAST], fetch=5 |
| | SortExec: TopK(fetch=5), expr=[ts@0 ASC NULLS LAST, avg_value@1 ASC NULLS LAST], preserve_REDACTED
| | ProjectionExec: expr=[ts@0 as ts, cpu@1 as avg_value, host@2 as host] |
| | CoalesceBatchesExec: target_batch_size=8192 |
| | HashJoinExec: mode=Partitioned, join_type=Inner, on=[(date_trunc(Utf8("second"),t.ts)@2, date_trunc(Utf8("second"),l.ts)@2)], projection=[ts@0, cpu@1, host@4] |
| | CoalesceBatchesExec: target_batch_size=8192 |
| | RepartitionExec: REDACTED
| | ProjectionExec: expr=[ts@0 as ts, cpu@2 as cpu, date_trunc(second, ts@0) as date_trunc(Utf8("second"),t.ts)] |
| | CooperativeExec |
| | MergeScanExec: REDACTED
| | CoalesceBatchesExec: target_batch_size=8192 |
| | RepartitionExec: REDACTED
| | ProjectionExec: expr=[ts@0 as ts, host@1 as host, date_trunc(second, ts@0) as date_trunc(Utf8("second"),l.ts)] |
| | CoalesceBatchesExec: target_batch_size=8192 |
| | FilterExec: host@1 = host1 |
| | ProjectionExec: expr=[ts@0 as ts, host@1 as host] |
| | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
-- TQL CTE with JOIN and value aliasing
-- SQLNESS SORT_RESULT 3 1
WITH tql_summary AS (
TQL EVAL (0, 40, '10s') avg_over_time(labels[30s]) AS cpu
)
SELECT
t.ts,
t.cpu as avg_value,
l.host
FROM tql_summary t
JOIN labels l ON DATE_TRUNC('second', t.ts) = DATE_TRUNC('second', l.ts)
WHERE l.host = 'host1'
ORDER BY t.ts, l.host, avg_value
LIMIT 5;
+---------------------+--------------------+-------+
| ts | avg_value | host |
+---------------------+--------------------+-------+
| 1970-01-01T00:00:00 | 0.1 | host1 |
| 1970-01-01T00:00:00 | 0.2 | host1 |
| 1970-01-01T00:00:10 | 0.45 | host1 |
| 1970-01-01T00:00:10 | 0.55 | host1 |
| 1970-01-01T00:00:20 | 0.5666666666666668 | host1 |
+---------------------+--------------------+-------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH tql_summary AS (
TQL EVAL (0, 40, '10s') avg_over_time(labels[30s]) AS cpu
)
SELECT
t.ts,
t.cpu as avg_value,
l.host
FROM tql_summary t
JOIN labels l ON DATE_TRUNC('second', t.ts) = DATE_TRUNC('second', l.ts)
WHERE l.host = 'host1'
ORDER BY t.ts, l.host, avg_value
LIMIT 5;
+---------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| logical_plan | Sort: t.ts ASC NULLS LAST, l.host ASC NULLS LAST, avg_value ASC NULLS LAST, fetch=5 |
| | Projection: t.ts, t.cpu AS avg_value, l.host |
| | Inner Join: date_trunc(Utf8("second"), t.ts) = date_trunc(Utf8("second"), l.ts) |
| | Projection: t.cpu, t.ts |
| | MergeScan [is_placeholder=false, remote_input=[ |
| | SubqueryAlias: t |
| | SubqueryAlias: tql_summary |
| | Projection: prom_avg_over_time(ts_range,cpu) AS cpu, labels.host, labels.ts |
| | Filter: prom_avg_over_time(ts_range,cpu) IS NOT NULL |
| | Projection: labels.ts, prom_avg_over_time(ts_range, cpu) AS prom_avg_over_time(ts_range,cpu), labels.host |
| | PromRangeManipulate: req range=[0..40000], interval=[10000], eval range=[30000], time index=[ts], values=["cpu"] |
| | PromSeriesNormalize: offset=[0], time index=[ts], filter NaN: [true] |
| | PromSeriesDivide: tags=["host"] |
| | Filter: labels.ts >= TimestampMillisecond(-330000, None) AND labels.ts <= TimestampMillisecond(340000, None) |
| | TableScan: labels |
| | ]] |
| | Filter: l.host = Utf8("host1") |
| | Projection: l.ts, l.host |
| | MergeScan [is_placeholder=false, remote_input=[ |
| | SubqueryAlias: l |
| | TableScan: labels |
| | ]] |
| physical_plan | SortPreservingMergeExec: [ts@0 ASC NULLS LAST, avg_value@1 ASC NULLS LAST], fetch=5 |
| | SortExec: TopK(fetch=5), expr=[ts@0 ASC NULLS LAST, avg_value@1 ASC NULLS LAST], preserve_REDACTED
| | ProjectionExec: expr=[ts@1 as ts, cpu@0 as avg_value, host@2 as host] |
| | CoalesceBatchesExec: target_batch_size=8192 |
| | HashJoinExec: mode=Partitioned, join_type=Inner, on=[(date_trunc(Utf8("second"),t.ts)@2, date_trunc(Utf8("second"),l.ts)@2)], projection=[cpu@0, ts@1, host@4] |
| | CoalesceBatchesExec: target_batch_size=8192 |
| | RepartitionExec: REDACTED
| | ProjectionExec: expr=[cpu@0 as cpu, ts@2 as ts, date_trunc(second, ts@2) as date_trunc(Utf8("second"),t.ts)] |
| | CooperativeExec |
| | MergeScanExec: REDACTED
| | CoalesceBatchesExec: target_batch_size=8192 |
| | RepartitionExec: REDACTED
| | ProjectionExec: expr=[ts@0 as ts, host@1 as host, date_trunc(second, ts@0) as date_trunc(Utf8("second"),l.ts)] |
| | CoalesceBatchesExec: target_batch_size=8192 |
| | FilterExec: host@1 = host1 |
| | ProjectionExec: expr=[ts@0 as ts, host@1 as host] |
| | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
-- Error case - TQL ANALYZE should fail
WITH tql_analyze AS (
TQL ANALYZE (0, 40, '10s') metric
)
SELECT * FROM tql_analyze limit 1;
Error: 2000(InvalidSyntax), Invalid SQL, error: Only TQL EVAL is supported in CTEs
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH tql_analyze AS (
TQL ANALYZE (0, 40, '10s') metric
)
SELECT * FROM tql_analyze limit 1;
Error: 2000(InvalidSyntax), Invalid SQL, error: Only TQL EVAL is supported in CTEs
-- Error case - TQL EXPLAIN should fail
WITH tql_explain AS (
TQL EXPLAIN (0, 40, '10s') metric
)
SELECT * FROM tql_explain limit 1;
Error: 2000(InvalidSyntax), Invalid SQL, error: Only TQL EVAL is supported in CTEs
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH tql_explain AS (
TQL EXPLAIN (0, 40, '10s') metric
)
SELECT * FROM tql_explain limit 1;
Error: 2000(InvalidSyntax), Invalid SQL, error: Only TQL EVAL is supported in CTEs
-- TQL CTE with lookback parameter
WITH tql_lookback AS (
TQL EVAL (0, 40, '10s', '15s') metric
)
SELECT count(*) FROM tql_lookback;
+----------+
| count(*) |
+----------+
| 5 |
+----------+
-- SQLNESS REPLACE (peers.*) REDACTED
-- SQLNESS REPLACE (partitioning.*) REDACTED
EXPLAIN WITH tql_lookback AS (
TQL EVAL (0, 40, '10s', '15s') metric
)
SELECT count(*) FROM tql_lookback;
+---------------+----------------------------------------------------------------------------------------------------------------------+
| plan_type | plan |
+---------------+----------------------------------------------------------------------------------------------------------------------+
| logical_plan | MergeScan [is_placeholder=false, remote_input=[ |
| | Projection: count(Int64(1)) AS count(*) |
| | Aggregate: groupBy=[[]], aggr=[[count(tql_lookback.ts) AS count(Int64(1))]] |
| | SubqueryAlias: tql_lookback |
| | PromInstantManipulate: range=[0..40000], lookback=[15000], interval=[10000], time index=[ts] |
| | PromSeriesDivide: tags=[] |
| | Filter: metric.ts >= TimestampMillisecond(-15000, None) AND metric.ts <= TimestampMillisecond(55000, None) |
| | TableScan: metric |
| | ]] |
| physical_plan | CooperativeExec |
| | MergeScanExec: REDACTED
| | |
+---------------+----------------------------------------------------------------------------------------------------------------------+
drop table metric;
Affected Rows: 0
drop table labels;
Affected Rows: 0