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""" | |
Copyright (c) 2009, Aaron Bycoffe | |
All rights reserved. | |
Redistribution and use in source and binary forms, with or without | |
modification, are permitted provided that the following conditions | |
are met: | |
1. Redistributions of source code must retain the above copyright | |
notice, this list of conditions and the following disclaimer. | |
2. Redistributions in binary form must reproduce the above copyright | |
notice, this list of conditions and the following disclaimer in the | |
documentation and/or other materials provided with the distribution. | |
3. The name of the author may not be used to endorse or promote products | |
derived from this software without specific prior written permission. | |
THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR | |
IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES | |
OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. | |
IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT, | |
INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT | |
NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, | |
DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY | |
THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT | |
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF | |
THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. | |
Example Usage | |
============= | |
testcsv.csv is available at http://gist.github.com/217028 | |
>>> table = CSVTable(open(r'testcsv.csv')) | |
>>> cursor, tablename = table.create() | |
>>> print tablename | |
csvtable | |
>>> cursor.execute("SELECT COUNT(*) FROM %s" % tablename) # doctest:+ELLIPSIS | |
<sqlite3.Cursor object at 0x...> | |
>>> print cursor.fetchone()[0] | |
2836 | |
Even though all columns are stored as text, they can | |
still be sorted and arithmetic can be performed on them: | |
>>> cursor.execute("SELECT SUM(latitude) FROM %s" % tablename) # doctest:+ELLIPSIS | |
<sqlite3.Cursor object at 0x...> | |
>>> print cursor.fetchone()[0] | |
109363.189155 | |
>>> response = cursor.execute("SELECT * FROM %s ORDER BY latitude DESC" % tablename) | |
>>> results = cursor.fetchall() | |
>>> print results[:5] | |
[(u'North Slope, AK', u'69.0578758', u'-152.8628274'), (u'Northwest Arctic, AK', u'67.2872981', u'-160.0342625'), (u'Yukon-Koyukuk, AK', u'65.8443667', u'-153.4302993'), (u'Fairbanks North Star, AK', u'64.9526102', u'-146.4744155'), (u'Nome, AK', u'64.502118', u'-165.406729')] | |
""" | |
import csv | |
import sqlite3 | |
import sys | |
class CSVTable(object): | |
""" | |
Create a sqlite database and table from a CSV file | |
for easier querying. | |
By default, the database is created in memory. | |
A filepath may be passed to the create() | |
method if you want to use a file. | |
""" | |
def __init__(self, handler, delimiter=','): | |
"""By default assume the fields are delimited by commas. | |
The first row of input must be the field names. | |
""" | |
self.reader = csv.reader(handler, delimiter=delimiter) | |
def create(self, filepath=":memory:", tablename='csvtable'): | |
"""Create the database and table, and populate it | |
with the data from self.reader. | |
""" | |
self.conn = sqlite3.connect(filepath) | |
self.cursor = self.conn.cursor() | |
self.tablename = tablename | |
for row in self.reader: | |
if self.reader.line_num == 1: | |
self._create_table(row) | |
continue | |
self._save_data(row) | |
return (self.cursor, self.tablename) | |
def _create_table(self, row): | |
"""Create a table in the database. | |
""" | |
createstatement = "CREATE TABLE %s" % self.tablename | |
query = '%s (%s)' % (createstatement, | |
','.join(['"%s" text' % field for field in row])) | |
self.cursor.execute(query) | |
def _save_data(self, row): | |
query = "INSERT INTO %s VALUES (%s)" % ( | |
self.tablename, | |
','.join(['?' for x in row]) | |
) | |
self.cursor.execute(query, row) | |
if __name__ == '__main__': | |
import doctest | |
doctest.testmod() |
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