patternsqlMinor
Copying CSV file to temp table with dynamic number of columns?
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filenumbercolumnswithtempcsvcopyingdynamictable
Problem
I am wondering if there is a way to copy a csv file into a temp table where the number of columns is unknown in the csv file. The DB software I'm using is PgAdmin III. I figured out that if I do know the number of columns then I can create a temp table with that amount of columns and then copy the csv file in like so:
However if I try to just simply copy the csv file to a temp table with no columns in the temp table, Postgresql (version 8.4) complains that I'm working with a table that has less columns than in the csv file. I've been researching and can't seem to find anything in the Postgresql docs about this. Does anyone know if copying a csv file into a temp table with an arbitrary number of columns decided at run time is possible in Postgresql? Once the temp table is loaded with the csv file I plan on doing some comparisons to other tables with the temp table before it is destroyed. Also the first row in the csv file contains headers.
CREATE TEMPORARY TABLE temp
(
col1 VARCHAR(80),
col2 VARCHAR(80),
....
coln VARCHAR(80)
);
COPY temp FROM 'C:/Users/postgres/Boost.txt' CSV HEADER DELIMITER E' 'However if I try to just simply copy the csv file to a temp table with no columns in the temp table, Postgresql (version 8.4) complains that I'm working with a table that has less columns than in the csv file. I've been researching and can't seem to find anything in the Postgresql docs about this. Does anyone know if copying a csv file into a temp table with an arbitrary number of columns decided at run time is possible in Postgresql? Once the temp table is loaded with the csv file I plan on doing some comparisons to other tables with the temp table before it is destroyed. Also the first row in the csv file contains headers.
Solution
Basics:
Full automation
This function copies any table structure completely dynamically:
Call variants:
Answer:
Before the main
The structure of the actual target table is derived from it, all columns with data type
Then
Use any single-byte character for the non-delimiter
The function returns table name and number of imported rows.
Remember, a temporary table dies with the end of the session.
The manual:
Executing a command with
system's access control mechanisms, such as SELinux.
Related answer on SO:
Postgres 8.4
Postgres 8.4 is too old, not back-porting. Some hints:
-
-
A primitive (expensive) alternative for the
Or you prepare a second input file, or you can make it work by piping from the shell:
- The 1st row of the CSV file has column names of defined format.
- The
PROGRAMclause ofCOPYandGET DIAGNOSTICSafterCOPYrequire Postgres 9.3+.
format()requires Postgres 9.1+
- This works with pure standard Postgres - except for the
headcommand that the shell is expected to provide. For Windows versions consider:
- How to do what head, tail, more, less, sed do in Powershell?
Full automation
This function copies any table structure completely dynamically:
CREATE OR REPLACE FUNCTION f_dynamic_copy(_file text
, _tbl text = 'tmp1'
, _delim text = E'\t'
, _nodelim text = chr(127)) -- see below!
RETURNS text
LANGUAGE plpgsql AS
$func$
DECLARE
row_ct int;
BEGIN
-- create staging table for 1st row as single text column
CREATE TEMP TABLE tmp0(cols text) ON COMMIT DROP;
-- fetch 1st row
EXECUTE format($COPY tmp0 FROM PROGRAM 'head -n1 %I' WITH (DELIMITER %L)$ -- impossible delimiter
, _file, _nodelim);
-- create actual temp table with all columns text
EXECUTE (
SELECT format('CREATE TEMP TABLE %I(', _tbl)
|| string_agg(quote_ident(col) || ' text', ',')
|| ')'
FROM (SELECT cols FROM tmp0 LIMIT 1) t
, unnest(string_to_array(t.cols, E'\t')) col
);
-- Import data
EXECUTE format($COPY %I FROM %L WITH (FORMAT csv, HEADER, NULL '\N', DELIMITER %L)$
, _tbl, _file, _delim);
GET DIAGNOSTICS row_ct = ROW_COUNT;
RETURN format('Created table %I with %s rows.', _tbl, row_ct);
END
$func$;Call variants:
SELECT f_dynamic_copy('/path/to/file.csv');
SELECT f_dynamic_copy('/path/to/file2.csv', 'tmp_file2');
SELECT f_dynamic_copy(_file => '/path/to/file2.csv'
, _tbl => 'tmp_file2');
, _delim => E'\t'); -- using assignment operator since pg 9.5Answer:
Created table tmp_file2 with 123 rows.
Before the main
COPY, run a preliminary COPY ... TO tmp0 to fetch the first row with column names, which are expected to be unquoted, case-sensitive strings like COPY ... TO ... (FORMAT csv, HEADER) would export them.The structure of the actual target table is derived from it, all columns with data type
text. The default name of the resulting table is tmp1 - or provide your own as 2nd function parameter.Then
COPY is executed. The default delimiter is a tab character - or provide your delimiter as 3rd function parameter.Use any single-byte character for the non-delimiter
_nodelim which does not appear in the first line of your CSV file. I am arbitrarily picking the control character "Delete" (ASCII 127). That character would be swallowed here on SO, so I generate with chr(127) instead, which is also valid. Assuming the character won't pop up - or provide your non-delimiter as 4th function parameter.The function returns table name and number of imported rows.
Remember, a temporary table dies with the end of the session.
The manual:
Executing a command with
PROGRAM might be restricted by the operatingsystem's access control mechanisms, such as SELinux.
Related answer on SO:
- “ERROR: extra data after last expected column” when using PostgreSQL COPY
Postgres 8.4
Postgres 8.4 is too old, not back-porting. Some hints:
-
GET DIAGNOSTICS is an optional feature. You can just leave it away or replace it with a full count on the table-
A primitive (expensive) alternative for the
PROGRAM clause of COPY in pg 9.3 would be to import the complete table instead:EXECUTE format($COPY tmp0 FROM %L WITH (DELIMITER %L)$, _file, _delim);Or you prepare a second input file, or you can make it work by piping from the shell:
COPY tablename FROM STDIN is available in pg 8.4.format()can be replaced with plain string concatenation. Be wary of SQL injection though!
- SQL injection in Postgres functions vs prepared queries
Code Snippets
CREATE OR REPLACE FUNCTION f_dynamic_copy(_file text
, _tbl text = 'tmp1'
, _delim text = E'\t'
, _nodelim text = chr(127)) -- see below!
RETURNS text
LANGUAGE plpgsql AS
$func$
DECLARE
row_ct int;
BEGIN
-- create staging table for 1st row as single text column
CREATE TEMP TABLE tmp0(cols text) ON COMMIT DROP;
-- fetch 1st row
EXECUTE format($$COPY tmp0 FROM PROGRAM 'head -n1 %I' WITH (DELIMITER %L)$$ -- impossible delimiter
, _file, _nodelim);
-- create actual temp table with all columns text
EXECUTE (
SELECT format('CREATE TEMP TABLE %I(', _tbl)
|| string_agg(quote_ident(col) || ' text', ',')
|| ')'
FROM (SELECT cols FROM tmp0 LIMIT 1) t
, unnest(string_to_array(t.cols, E'\t')) col
);
-- Import data
EXECUTE format($$COPY %I FROM %L WITH (FORMAT csv, HEADER, NULL '\N', DELIMITER %L)$$
, _tbl, _file, _delim);
GET DIAGNOSTICS row_ct = ROW_COUNT;
RETURN format('Created table %I with %s rows.', _tbl, row_ct);
END
$func$;SELECT f_dynamic_copy('/path/to/file.csv');
SELECT f_dynamic_copy('/path/to/file2.csv', 'tmp_file2');
SELECT f_dynamic_copy(_file => '/path/to/file2.csv'
, _tbl => 'tmp_file2');
, _delim => E'\t'); -- using assignment operator since pg 9.5EXECUTE format($$COPY tmp0 FROM %L WITH (DELIMITER %L)$$, _file, _delim);Context
StackExchange Database Administrators Q#105603, answer score: 6
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