How to convert stringified array into array in BigQuery?

问题

It so happens I have a stringified array in a field in BigQuery

'["a","b","c"]'

and I want to convert it to an array that BigQuery understands. I want to be able to do this in standard SQL:

with k as (select '["a","b","c"]' as x)
select x from k, unnest(x) x

I have tried JSON_EXTRACT('["a","b","c"]','$') and everythig else I could find online.

Any ideas?

回答1:

Below is for BigQuery Standard SQL

#standardSQL
WITH k AS (
  SELECT 1 AS id, '["a","b","c"]' AS x UNION ALL
  SELECT 2, '["x","y"]' 
)
SELECT 
  id, 
  ARRAY(SELECT * FROM UNNEST(SPLIT(SUBSTR(x, 2 , LENGTH(x) - 2)))) AS x
FROM k

It transforms your string column into array column

回答2:

This solution updates @northtree's answer, and more elegantly handles returning the members of the array as stringified JSON objects as opposed to returning [object Object] strings:

CREATE TEMP FUNCTION
  JSON_EXTRACT_ARRAY(input STRING)
  RETURNS ARRAY<STRING>
  LANGUAGE js AS """  
return JSON.parse(input).map(x => JSON.stringify(x));
""";

with

raw as (
  select
    1 as id,
    '[{"a": 5, "b": 6}, {"a": 7}, 456]' as body
)

select
  id,
  entry,
  json_extract(entry, '$'),
  json_extract(entry, '$.a'),
  json_extract(entry, '$.b')
from
  raw,
  unnest(json_extract_array(body)) as entry

回答3:

I want to offer an alternative. As the array is a string, simply extract the value using regexp_extract_all:

REGEXP_EXTRACT_ALL(your_string, r'[0-9a-zA-Z][^"]+') as arr

You may find the regex too restrictive to start with an alphanumeric; you can just tweak it to your liking.

回答4:

It would be much easier via JS UDF.

CREATE TEMP FUNCTION
  JSON_EXTRACT_ARRAY(input STRING)
  RETURNS ARRAY<STRING>
  LANGUAGE js AS """  
return JSON.parse(input);
""";
WITH
  k AS (
  SELECT
    '["a","b","c"]' AS x)
SELECT
  JSON_EXTRACT_ARRAY(x) AS x
FROM
  k

来源：https://stackoverflow.com/questions/46199823/how-to-convert-stringified-array-into-array-in-bigquery

标签

google-bigquery

bigquery-standard-sql