I have a file of about 30000 lines of data that I want to load into a sqlite3 database. Is there a faster way than generating insert statements for each line of data?
The data is space-delimited and maps directly to an sqlite3 table. Is there any sort of bulk insert method for adding volume data to a database?
Has anyone devised some deviously wonderful way of doing this if it's not built in?
I should preface this by asking, is there a C++ way to do it from the API?
SQLite doesn't have any special way to bulk insert data. To get optimal performance when inserting or updating data, ensure that you do the following: Use a transaction. Reuse the same parameterized command.
In case of BULK INSERT, only extent allocations are logged instead of the actual data being inserted. This will provide much better performance than INSERT. The actual advantage, is to reduce the amount of data being logged in the transaction log.
SQLite 2.7. 6 is often faster (sometimes more than twice as fast) than MySQL 3.23. 41 for most common operations. SQLite does not execute CREATE INDEX or DROP TABLE as fast as the other databases.
You want to use the .import
command. For example:
$ cat demotab.txt 44 92 35 94 43 94 195 49 66 28 135 93 135 91 67 84 135 94 $ echo "create table mytable (col1 int, col2 int);" | sqlite3 foo.sqlite $ echo ".import demotab.txt mytable" | sqlite3 foo.sqlite $ sqlite3 foo.sqlite -- Loading resources from /Users/ramanujan/.sqliterc SQLite version 3.6.6.2 Enter ".help" for instructions Enter SQL statements terminated with a ";" sqlite> select * from mytable; col1 col2 44 92 35 94 43 94 195 49 66 28 135 93 135 91 67 84 135 94
Note that this bulk loading command is not SQL but rather a custom feature of SQLite. As such it has a weird syntax because we're passing it via echo
to the interactive command line interpreter, sqlite3
.
In PostgreSQL the equivalent is COPY FROM
: http://www.postgresql.org/docs/8.1/static/sql-copy.html
In MySQL it is LOAD DATA LOCAL INFILE
: http://dev.mysql.com/doc/refman/5.1/en/load-data.html
One last thing: remember to be careful with the value of .separator
. That is a very common gotcha when doing bulk inserts.
sqlite> .show .separator echo: off explain: off headers: on mode: list nullvalue: "" output: stdout separator: "\t" width:
You should explicitly set the separator to be a space, tab, or comma before doing .import
.
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