How to import CSV file to MySQL table

2018-12-31 04:17发布

I have an unnormalized events-diary CSV from a client that I'm trying to load into a MySQL table so that I can refactor into a sane format. I created a table called 'CSVImport' that has one field for every column of the CSV file. The CSV contains 99 columns , so this was a hard enough task in itself:

CREATE TABLE 'CSVImport' (id INT);
ALTER TABLE CSVImport ADD COLUMN Title VARCHAR(256);
ALTER TABLE CSVImport ADD COLUMN Company VARCHAR(256);
ALTER TABLE CSVImport ADD COLUMN NumTickets VARCHAR(256);
...
ALTER TABLE CSVImport Date49 ADD COLUMN Date49 VARCHAR(256);
ALTER TABLE CSVImport Date50 ADD COLUMN Date50 VARCHAR(256);

No constraints are on the table, and all the fields hold VARCHAR(256) values, except the columns which contain counts (represented by INT), yes/no (represented by BIT), prices (represented by DECIMAL), and text blurbs (represented by TEXT).

I tried to load data into the file:

LOAD DATA INFILE '/home/paul/clientdata.csv' INTO TABLE CSVImport;
Query OK, 2023 rows affected, 65535 warnings (0.08 sec)
Records: 2023  Deleted: 0  Skipped: 0  Warnings: 198256
SELECT * FROM CSVImport;
| NULL             | NULL        | NULL           | NULL | NULL               | 
...

The whole table is filled with NULL.

I think the problem is that the text blurbs contain more than one line, and MySQL is parsing the file as if each new line would correspond to one databazse row. I can load the file into OpenOffice without a problem.

The clientdata.csv file contains 2593 lines, and 570 records. The first line contains column names. I think it is comma delimited, and text is apparently delimited with doublequote.

UPDATE:

When in doubt, read the manual: http://dev.mysql.com/doc/refman/5.0/en/load-data.html

I added some information to the LOAD DATA statement that OpenOffice was smart enough to infer, and now it loads the correct number of records:

LOAD DATA INFILE "/home/paul/clientdata.csv"
INTO TABLE CSVImport
COLUMNS TERMINATED BY ','
OPTIONALLY ENCLOSED BY '"'
ESCAPED BY '"'
LINES TERMINATED BY '\n'
IGNORE 1 LINES;

But still there are lots of completely NULL records, and none of the data that got loaded seems to be in the right place.

17条回答
明月照影归
2楼-- · 2018-12-31 05:08

Change servername,username, password,dbname,path of your file, tablename and the field which is in your database you want to insert

<?php
    $servername = "localhost";
    $username = "root";
    $password = "";
    $dbname = "bd_dashboard";
    //For create connection
    $conn = new mysqli($servername, $username, $password, $dbname);

    $query = "LOAD DATA LOCAL INFILE 
                'C:/Users/lenovo/Desktop/my_data.csv'
                INTO TABLE test_tab
                FIELDS TERMINATED BY ','
                LINES TERMINATED BY '\n'
                IGNORE 1 LINES
                (name,mob)";
    if (!$result = mysqli_query($conn, $query)){
        echo '<script>alert("Oops... Some Error occured.");</script>';
        exit();
            //exit(mysqli_error());
       }else{
        echo '<script>alert("Data Inserted Successfully.");</script>'
       }
    ?>
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不流泪的眼
3楼-- · 2018-12-31 05:08

Yet another solution is to use csvsql tool from amazing csvkit suite.

Usage example:

csvsql --db mysql://$user:$password@localhost/$database --insert --tables $tablename  $file

This tool can automatically infer the data types (default behavior), create table and insert the data into the created table. --overwrite option can be used to drop table if it already exists. --insert option — to populate the table from the file.

To install the suite

pip install csvkit

Prerequisites: python-dev, libmysqlclient-dev, MySQL-python

apt-get install python-dev libmysqlclient-dev
pip install MySQL-python
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还给你的自由
4楼-- · 2018-12-31 05:09

I know that the question is old, But I would like to share this

I Used this method to import more than 100K records (~5MB) in 0.046sec

Here's how you do it:

LOAD DATA LOCAL INFILE  
'c:/temp/some-file.csv'
INTO TABLE your_awesome_table  
FIELDS TERMINATED BY ',' 
ENCLOSED BY '"'
LINES TERMINATED BY '\n'
(field_1,field_2 , field_3);

It is very important to include the last line , if you have more than one field i.e normally it skips the last field (MySQL 5.6.17)

LINES TERMINATED BY '\n'
(field_1,field_2 , field_3);

Then, assuming you have the first row as the title for your fields, you might want to include this line also

IGNORE 1 ROWS

This is what it looks like if your file has a header row.

LOAD DATA LOCAL INFILE  
'c:/temp/some-file.csv'
INTO TABLE your_awesome_table  
FIELDS TERMINATED BY ',' 
ENCLOSED BY '"'
LINES TERMINATED BY '\n'
IGNORE 1 ROWS
(field_1,field_2 , field_3);
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浅入江南
5楼-- · 2018-12-31 05:09

Try this, it worked for me

    LOAD DATA LOCAL INFILE 'filename.csv' INTO TABLE table_name FIELDS TERMINATED BY ',' ENCLOSED BY '"' IGNORE 1 ROWS;

IGNORE 1 ROWS here ignores the first row which contains the fieldnames. Note that for the filename you must type the absolute path of the file.

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高级女魔头
6楼-- · 2018-12-31 05:09

You could also try this online tool for generating SQL create/insert statements based on your CSV. http://www.convertcsvtomysql.com/

What I like about this tool:

  • Simple
  • It not only generates INSERT statements, but also CREATE statements to generate a table
  • When generating CREATE statements, this tool not just makes all fields VARCHAR - it analyses data in your CSV, and based on that analysis, it chooses the proper data type.

Disadvantages

  • Input file size is limited to 3mb
  • You might be not willing to give away your data to some third-party
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