CODEWITHSUNDEEP
google-bigqueryexternal-tables
Liem Nguyen
Liem Nguyen

Reputation: 99

Escape characters in BQ external tables

I have an external table which is populated from a csv file. In the csv file there is a field which has an escape character in it followed by a coma. eg "a\,b" which should read just "a,b". when i load the csv file it it separates it into 2 columns "a", "b" but should read "a,b" in one column. I've tried using the option = '' without any luck.

CREATE OR REPLACE EXTERNAL TABLE TEST

(A STRING,
 B STRING)
OPTIONS (
    format = 'CSV',
    quote = '\'
         )


Could someone help ?

Upvotes: 0

Views: 758

Answers (1)

Jaytiger
Jaytiger

Reputation: 12254

You may try below workaround.

CREATE OR REPLACE EXTERNAL TABLE `your-project.your-dataset.so_test` (
  raw STRING
) OPTIONS (
  uris=['gs://your-bucket/so/test2.csv'],
  format = 'CSV',
  field_delimiter = CHR(1)
);

CREATE TEMP TABLE sample_table AS
SELECT csv[SAFE_OFFSET(0)] col1,
       REPLACE(csv[SAFE_OFFSET(1)], '|', ',') col2,
       csv[SAFE_OFFSET(2)] col3,
  FROM `bigdata-cubig-data.bdc_cubig_temp.so_test`, 
UNNEST ([STRUCT(SPLIT(REPLACE(raw, '\\,', '|')) AS csv)]);

SELECT * FROM sample_table;

Sample csv file

  • gs://your-bucket/so/test2.csv

blah,a\,b,blah

Query results

enter image description here

Or, using PIVOT query

CREATE TEMP TABLE sample_table (
  col1 STRING, col2 STRING, col3 STRING,
) AS
SELECT * REPLACE(REPLACE(col_1, '|', ',') AS col_1) FROM (
  SELECT col, offset
    FROM `your-project.your-dataset.so_test`,
  UNNEST (SPLIT(REPLACE(csv, '\\,', '|'))) col WITH offset
) PIVOT (ANY_VALUE(col) col FOR offset IN (0, 1, 2));

SELECT * FROM sample_table;

Upvotes: 1

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