BigQuery - Group by on arrays
up vote
0
down vote
favorite
I want to group by on an array.
sample query:
#standardSQL
WITH `project.dataset.table` AS (
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.323316 cost UNION ALL
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.342825 cost
)
SELECT
description,
ARRAY(
SELECT AS STRUCT
JSON_EXTRACT_SCALAR(kv, '$.key') key,
JSON_EXTRACT_SCALAR(kv, '$.value') value
FROM UNNEST(SPLIT(labels, '},{')) kv_temp,
UNNEST([CONCAT('{', REGEXP_REPLACE(kv_temp, r'^[{|}]$', ''), '}')]) kv
) labels,
cost
FROM `project.dataset.table`
Result of the above query:
Row description labels.key labels.value cost
1 compute application scaled-server 0.323316
department hrd
2 compute application scaled-server 0.342825
department hrd
I want result like below:
Row description labels.key labels.value cost
1 compute application scaled-server 0.666141
department hrd
arrays group-by
google-cloud-platform 
google-bigquery edited Nov 19 at 20:28
Mikhail Berlyant
54.7k43368
asked Nov 19 at 20:16
SQLadmin
323215
add a comment |
up vote
0
down vote
favorite
I want to group by on an array.
sample query:
#standardSQL
WITH `project.dataset.table` AS (
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.323316 cost UNION ALL
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.342825 cost
)
SELECT
description,
ARRAY(
SELECT AS STRUCT
JSON_EXTRACT_SCALAR(kv, '$.key') key,
JSON_EXTRACT_SCALAR(kv, '$.value') value
FROM UNNEST(SPLIT(labels, '},{')) kv_temp,
UNNEST([CONCAT('{', REGEXP_REPLACE(kv_temp, r'^[{|}]$', ''), '}')]) kv
) labels,
cost
FROM `project.dataset.table`
Result of the above query:
Row description labels.key labels.value cost
1 compute application scaled-server 0.323316
department hrd
2 compute application scaled-server 0.342825
department hrd
I want result like below:
Row description labels.key labels.value cost
1 compute application scaled-server 0.666141
department hrd
arrays group-by
google-cloud-platform google-bigquery edited Nov 19 at 20:28
Mikhail Berlyant
54.7k43368
asked Nov 19 at 20:16
SQLadmin
323215
what is the logic of grouping? is it - all keys and values should be the same in order to be grouped?
– Mikhail Berlyant
Nov 19 at 20:20
I just updated the question, the intention is, the description column has what service is this like VM, cloudSQL, BQ and the label column has tell us the information about the labels like vm labels (env=prod) SO, end of the day if I want to get cost for compute or vm which has the env=staging . Thats why I need to group by on DESCRIPTION first then key values
– SQLadmin
Nov 19 at 20:23
add a comment |
up vote
0
down vote
favorite
up vote
0
down vote
favorite
I want to group by on an array.
sample query:
#standardSQL
WITH `project.dataset.table` AS (
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.323316 cost UNION ALL
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.342825 cost
)
SELECT
description,
ARRAY(
SELECT AS STRUCT
JSON_EXTRACT_SCALAR(kv, '$.key') key,
JSON_EXTRACT_SCALAR(kv, '$.value') value
FROM UNNEST(SPLIT(labels, '},{')) kv_temp,
UNNEST([CONCAT('{', REGEXP_REPLACE(kv_temp, r'^[{|}]$', ''), '}')]) kv
) labels,
cost
FROM `project.dataset.table`
Result of the above query:
Row description labels.key labels.value cost
1 compute application scaled-server 0.323316
department hrd
2 compute application scaled-server 0.342825
department hrd
I want result like below:
Row description labels.key labels.value cost
1 compute application scaled-server 0.666141
department hrd
arrays group-by
google-cloud-platform google-bigquery edited Nov 19 at 20:28
Mikhail Berlyant
54.7k43368
asked Nov 19 at 20:16
SQLadmin
323215
I want to group by on an array.
sample query:
#standardSQL
WITH `project.dataset.table` AS (
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.323316 cost UNION ALL
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.342825 cost
)
SELECT
description,
ARRAY(
SELECT AS STRUCT
JSON_EXTRACT_SCALAR(kv, '$.key') key,
JSON_EXTRACT_SCALAR(kv, '$.value') value
FROM UNNEST(SPLIT(labels, '},{')) kv_temp,
UNNEST([CONCAT('{', REGEXP_REPLACE(kv_temp, r'^[{|}]$', ''), '}')]) kv
) labels,
cost
FROM `project.dataset.table`
Result of the above query:
Row description labels.key labels.value cost
1 compute application scaled-server 0.323316
department hrd
2 compute application scaled-server 0.342825
department hrd
I want result like below:
Row description labels.key labels.value cost
1 compute application scaled-server 0.666141
department hrd
arrays group-by
google-cloud-platform google-bigquery arrays group-by
google-cloud-platform google-bigquery edited Nov 19 at 20:28
Mikhail Berlyant
54.7k43368
asked Nov 19 at 20:16
SQLadmin
323215
edited Nov 19 at 20:28
Mikhail Berlyant
54.7k43368
asked Nov 19 at 20:16
SQLadmin
323215
edited Nov 19 at 20:28
Mikhail Berlyant
54.7k43368
edited Nov 19 at 20:28
Mikhail Berlyant
54.7k43368
edited Nov 19 at 20:28
Mikhail Berlyant
54.7k43368
54.7k43368
asked Nov 19 at 20:16
SQLadmin
323215
asked Nov 19 at 20:16
SQLadmin
323215
asked Nov 19 at 20:16
SQLadmin
323215
323215
what is the logic of grouping? is it - all keys and values should be the same in order to be grouped?
– Mikhail Berlyant
Nov 19 at 20:20
I just updated the question, the intention is, the description column has what service is this like VM, cloudSQL, BQ and the label column has tell us the information about the labels like vm labels (env=prod) SO, end of the day if I want to get cost for compute or vm which has the env=staging . Thats why I need to group by on DESCRIPTION first then key values
– SQLadmin
Nov 19 at 20:23
add a comment |
what is the logic of grouping? is it - all keys and values should be the same in order to be grouped?
– Mikhail Berlyant
Nov 19 at 20:20
I just updated the question, the intention is, the description column has what service is this like VM, cloudSQL, BQ and the label column has tell us the information about the labels like vm labels (env=prod) SO, end of the day if I want to get cost for compute or vm which has the env=staging . Thats why I need to group by on DESCRIPTION first then key values
– SQLadmin
Nov 19 at 20:23
what is the logic of grouping? is it - all keys and values should be the same in order to be grouped?
– Mikhail Berlyant
Nov 19 at 20:20
what is the logic of grouping? is it - all keys and values should be the same in order to be grouped?
– Mikhail Berlyant
Nov 19 at 20:20
I just updated the question, the intention is, the description column has what service is this like VM, cloudSQL, BQ and the label column has tell us the information about the labels like vm labels (env=prod) SO, end of the day if I want to get cost for compute or vm which has the env=staging . Thats why I need to group by on DESCRIPTION first then key values
– SQLadmin
Nov 19 at 20:23
I just updated the question, the intention is, the description column has what service is this like VM, cloudSQL, BQ and the label column has tell us the information about the labels like vm labels (env=prod) SO, end of the day if I want to get cost for compute or vm which has the env=staging . Thats why I need to group by on DESCRIPTION first then key values
– SQLadmin
Nov 19 at 20:23
add a comment |
1 Answer
1
active
oldest
votes
up vote
1
down vote
accepted
#standardSQL
WITH `project.dataset.table` AS (
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.323316 cost UNION ALL
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.342825 cost
), temp AS (
SELECT description, labels, SUM(cost) AS cost
FROM `project.dataset.table`
GROUP BY description, labels
)
SELECT
description,
ARRAY(
SELECT AS STRUCT
JSON_EXTRACT_SCALAR(kv, '$.key') key,
JSON_EXTRACT_SCALAR(kv, '$.value') value
FROM UNNEST(SPLIT(labels, '},{')) kv_temp,
UNNEST([CONCAT('{', REGEXP_REPLACE(kv_temp, r'^[{|}]$', ''), '}')]) kv
) labels,
cost
FROM temp
answered Nov 19 at 20:33
Mikhail Berlyant
54.7k43368
add a comment |
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1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
up vote
1
down vote
accepted
#standardSQL
WITH `project.dataset.table` AS (
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.323316 cost UNION ALL
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.342825 cost
), temp AS (
SELECT description, labels, SUM(cost) AS cost
FROM `project.dataset.table`
GROUP BY description, labels
)
SELECT
description,
ARRAY(
SELECT AS STRUCT
JSON_EXTRACT_SCALAR(kv, '$.key') key,
JSON_EXTRACT_SCALAR(kv, '$.value') value
FROM UNNEST(SPLIT(labels, '},{')) kv_temp,
UNNEST([CONCAT('{', REGEXP_REPLACE(kv_temp, r'^[{|}]$', ''), '}')]) kv
) labels,
cost
FROM temp
answered Nov 19 at 20:33
Mikhail Berlyant
54.7k43368
add a comment |
up vote
1
down vote
accepted
#standardSQL
WITH `project.dataset.table` AS (
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.323316 cost UNION ALL
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.342825 cost
), temp AS (
SELECT description, labels, SUM(cost) AS cost
FROM `project.dataset.table`
GROUP BY description, labels
)
SELECT
description,
ARRAY(
SELECT AS STRUCT
JSON_EXTRACT_SCALAR(kv, '$.key') key,
JSON_EXTRACT_SCALAR(kv, '$.value') value
FROM UNNEST(SPLIT(labels, '},{')) kv_temp,
UNNEST([CONCAT('{', REGEXP_REPLACE(kv_temp, r'^[{|}]$', ''), '}')]) kv
) labels,
cost
FROM temp
answered Nov 19 at 20:33
Mikhail Berlyant
54.7k43368
add a comment |
up vote
1
down vote
accepted
up vote
1
down vote
accepted
#standardSQL
WITH `project.dataset.table` AS (
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.323316 cost UNION ALL
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.342825 cost
), temp AS (
SELECT description, labels, SUM(cost) AS cost
FROM `project.dataset.table`
GROUP BY description, labels
)
SELECT
description,
ARRAY(
SELECT AS STRUCT
JSON_EXTRACT_SCALAR(kv, '$.key') key,
JSON_EXTRACT_SCALAR(kv, '$.value') value
FROM UNNEST(SPLIT(labels, '},{')) kv_temp,
UNNEST([CONCAT('{', REGEXP_REPLACE(kv_temp, r'^[{|}]$', ''), '}')]) kv
) labels,
cost
FROM temp
answered Nov 19 at 20:33
Mikhail Berlyant
54.7k43368
#standardSQL
WITH `project.dataset.table` AS (
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.323316 cost UNION ALL
SELECT 'compute' description, '[{"key":"application","value":"scaled-server"},{"key":"department","value":"hrd"}]' labels, 0.342825 cost
), temp AS (
SELECT description, labels, SUM(cost) AS cost
FROM `project.dataset.table`
GROUP BY description, labels
)
SELECT
description,
ARRAY(
SELECT AS STRUCT
JSON_EXTRACT_SCALAR(kv, '$.key') key,
JSON_EXTRACT_SCALAR(kv, '$.value') value
FROM UNNEST(SPLIT(labels, '},{')) kv_temp,
UNNEST([CONCAT('{', REGEXP_REPLACE(kv_temp, r'^[{|}]$', ''), '}')]) kv
) labels,
cost
FROM temp
answered Nov 19 at 20:33
Mikhail Berlyant
54.7k43368
answered Nov 19 at 20:33
Mikhail Berlyant
54.7k43368
answered Nov 19 at 20:33
Mikhail Berlyant
54.7k43368
answered Nov 19 at 20:33
Mikhail Berlyant
54.7k43368
54.7k43368
add a comment |
add a comment |
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what is the logic of grouping? is it - all keys and values should be the same in order to be grouped?
– Mikhail Berlyant
Nov 19 at 20:20
I just updated the question, the intention is, the description column has what service is this like VM, cloudSQL, BQ and the label column has tell us the information about the labels like vm labels (env=prod) SO, end of the day if I want to get cost for compute or vm which has the env=staging . Thats why I need to group by on DESCRIPTION first then key values
– SQLadmin
Nov 19 at 20:23