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# coding: utf-8
# Copyright 2014-2025 Álvaro Justen <https://github.com/turicas/rows/>
# This program is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General
# Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option)
# any later version.
# This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied
# warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for
# more details.
# You should have received a copy of the GNU Lesser General Public License along with this program. If not, see
# <http://www.gnu.org/licenses/>.
from __future__ import unicode_literals
import csv
import io
import tempfile
import textwrap
import unittest
from collections import OrderedDict
from textwrap import dedent
import mock
import pytest
import rows
import rows.plugins.plugin_csv
import tests.utils as utils
from rows.utils import Source
def make_csv_data(quote_char, field_delimiter, line_delimiter):
data = [["field1", "field2", "field3"], ["value1", "value2", "value3"]]
lines = [
["{}{}{}".format(quote_char, value, quote_char) for value in line]
for line in data
]
lines = line_delimiter.join([field_delimiter.join(line) for line in data])
return data, lines
class PluginCsvTestCase(utils.RowsTestMixIn, unittest.TestCase):
plugin_name = "csv"
file_extension = "csv"
filename = "tests/data/all-field-types.csv"
encoding = "utf-8"
expected_meta = {
"imported_from": "csv",
"source": Source(uri=filename, plugin_name=plugin_name, encoding=encoding),
}
def test_imports(self):
# The order must be this one to force loading the lazy module (first the real function, then the alias)
assert rows.plugins.plugin_csv.import_from_csv is rows.import_from_csv
assert rows.plugins.plugin_csv.export_to_csv is rows.export_to_csv
@mock.patch("rows.plugins.utils.create_table")
def test_import_from_csv_uses_create_table(self, mocked_create_table):
mocked_create_table.return_value = 42
kwargs = {"some_key": 123, "other": 456}
result = rows.import_from_csv(self.filename, encoding="utf-8", **kwargs)
assert mocked_create_table.called
assert mocked_create_table.call_count == 1
assert result == 42
@mock.patch("rows.plugins.utils.create_table")
def test_import_from_csv_retrieve_desired_data(self, mocked_create_table):
mocked_create_table.return_value = 42
# import using filename
rows.import_from_csv(self.filename)
call_args = mocked_create_table.call_args_list[0]
self.assert_create_table_data(call_args, expected_meta=self.expected_meta)
# import using fobj
with open(self.filename, "rb") as fobj:
rows.import_from_csv(fobj)
call_args = mocked_create_table.call_args_list[1]
self.assert_create_table_data(call_args, expected_meta=self.expected_meta)
@mock.patch("rows.plugins.utils.create_table")
def test_import_from_csv_discover_dialect(self, mocked_create_table):
data, lines = make_csv_data(
quote_char="'", field_delimiter=";", line_delimiter="\r\n"
)
fobj = io.BytesIO()
fobj.write(lines.encode("utf-8"))
fobj.seek(0)
rows.import_from_csv(fobj)
call_args = mocked_create_table.call_args_list[0]
assert data == list(call_args[0][0])
def test_import_from_csv_discover_dialect_decode_error(self):
# Create a 1024-bytes line (if encoded to ASCII, UTF-8 etc.)
line = '"' + ("a" * 508) + '", "' + ("b" * 508) + '"\r\n'
lines = 256 * line # 256KiB
# Now change the last byte (in the 256KiB sample) to have half of a
# character representation (when encoded to UTF-8)
data = lines[:-3] + '++Á"\r\n'
data = data.encode("utf-8")
# Should not raise `UnicodeDecodeError`
table = rows.import_from_csv(
io.BytesIO(data), encoding="utf-8", sample_size=262144
)
last_row = table[-1]
last_column = "b" * 508
assert getattr(last_row, last_column) == "b" * 508 + "++Á"
def test_import_from_csv_impossible_dialect(self):
# Fix a bug from: https://github.com/turicas/rows/issues/214
# The following CSV will make the `csv`'s sniff to return an impossible
# dialect to be used (having doublequote = False and escapechar =
# None). See more at:
# https://docs.python.org/3/library/csv.html#csv.Dialect.doublequote
encoding = "utf-8"
data = dedent(
"""
field1,field2
1,2
3,4
5,6
""".strip()
).encode(encoding)
dialect = rows.plugins.plugin_csv.discover_dialect(data, encoding)
assert dialect.doublequote is True
assert dialect.escapechar is None
def test_import_from_csv_excel_semicolon_dialect(self):
encoding = "utf-8"
data = dedent(
"""
field1;field2
1;2
3;4
5;6
""".strip()
).encode(encoding)
table = rows.import_from_csv(io.BytesIO(data), dialect="excel-semicolon")
assert table.field_names == ["field1", "field2"]
assert table[0].field1 == 1
assert table[0].field2 == 2
assert table[1].field1 == 3
assert table[1].field2 == 4
assert table[2].field1 == 5
assert table[2].field2 == 6
@mock.patch("rows.plugins.utils.create_table")
def test_import_from_csv_force_dialect(self, mocked_create_table):
data, lines = make_csv_data(
quote_char="'", field_delimiter="\t", line_delimiter="\r\n"
)
fobj = io.BytesIO()
fobj.write(lines.encode("utf-8"))
fobj.seek(0)
rows.import_from_csv(fobj, dialect="excel-tab")
call_args = mocked_create_table.call_args_list[0]
assert data == list(call_args[0][0])
def test_detect_dialect_more_data(self):
temp = tempfile.NamedTemporaryFile(delete=False)
filename = "{}.{}".format(temp.name, self.file_extension)
self.files_to_delete.append(filename)
# If the sniffer reads only the first line, it will think the delimiter
# is ',' instead of ';'
data = textwrap.dedent(
"""
field1,samefield;field2,other
row1value1;row1value2
row2value1;row2value2
"""
).strip()
with open(filename, "wb") as fobj:
fobj.write(data.encode("utf-8"))
table = rows.import_from_csv(filename, encoding="utf-8")
assert table.field_names == ["field1_samefield", "field2_other"]
assert table[0].field1_samefield == "row1value1"
assert table[0].field2_other == "row1value2"
assert table[1].field1_samefield == "row2value1"
assert table[1].field2_other == "row2value2"
def test_detect_weird_dialect(self):
temp = tempfile.NamedTemporaryFile(delete=False)
filename = "{}.{}".format(temp.name, self.file_extension)
self.files_to_delete.append(filename)
# If the sniffer reads only the first line, it will think the delimiter
# is ',' instead of ';'
encoding = "utf-8"
data = io.BytesIO(
textwrap.dedent(
"""
field1|field2|field3|field4
1|2|3|4
5|6|7|8
9|0|1|2
"""
)
.strip()
.encode(encoding)
)
table = rows.import_from_csv(data, encoding=encoding, lazy=False)
assert table.field_names == ["field1", "field2", "field3", "field4"]
expected = [[1, 2, 3, 4], [5, 6, 7, 8], [9, 0, 1, 2]]
for expected_data, row in zip(expected, table):
row = [row.field1, row.field2, row.field3, row.field4]
assert expected_data == row
def test_detect_dialect_using_json(self):
temp = tempfile.NamedTemporaryFile(delete=False)
filename = "{}.{}".format(temp.name, self.file_extension)
encoding = "utf-8"
self.files_to_delete.append(filename)
# Using JSON will force the sniffer to do not include ':', '}' in the
# possible delimiters
table = rows.Table(
fields=OrderedDict(
[
("jsoncolumn1", rows.fields.JSONField),
("jsoncolumn2", rows.fields.JSONField),
]
)
)
table.append({"jsoncolumn1": '{"a": 42}', "jsoncolumn2": '{"b": 43}'})
table.append({"jsoncolumn1": '{"c": 44}', "jsoncolumn2": '{"d": 45}'})
rows.export_to_csv(table, filename, encoding=encoding)
table = rows.import_from_csv(filename, encoding=encoding)
assert table.field_names == ["jsoncolumn1", "jsoncolumn2"]
self.assertDictEqual(table[0].jsoncolumn1, {"a": 42})
self.assertDictEqual(table[0].jsoncolumn2, {"b": 43})
self.assertDictEqual(table[1].jsoncolumn1, {"c": 44})
self.assertDictEqual(table[1].jsoncolumn2, {"d": 45})
@mock.patch("rows.plugins.utils.serialize")
def test_export_to_csv_uses_serialize(self, mocked_serialize):
temp = tempfile.NamedTemporaryFile(delete=False)
self.files_to_delete.append(temp.name)
kwargs = {"test": 123, "parameter": 3.14}
mocked_serialize.return_value = iter([utils.table.fields.keys()])
rows.export_to_csv(utils.table, temp.name, encoding="utf-8", **kwargs)
assert mocked_serialize.called
assert mocked_serialize.call_count == 1
call = mocked_serialize.call_args
assert call[0] == (utils.table,)
assert call[1] == kwargs
def test_export_to_csv_filename(self):
temp = tempfile.NamedTemporaryFile(delete=False)
self.files_to_delete.append(temp.name)
rows.export_to_csv(utils.table, temp.name)
# TODO: test file contents instead of this side-effect
table = rows.import_from_csv(temp.name)
self.assert_table_equal(table, utils.table)
temp.file.seek(0)
result = temp.file.read()
export_in_memory = rows.export_to_csv(utils.table, None)
assert result == export_in_memory
def test_export_to_csv_fobj_binary(self):
temp = tempfile.NamedTemporaryFile(delete=False, mode="wb")
self.files_to_delete.append(temp.name)
fobj = temp.file
result = rows.export_to_csv(utils.table, fobj, encoding="utf-8")
assert result is fobj
assert not fobj.closed
# TODO: test file contents instead of this side-effect
table = rows.import_from_csv(temp.name)
self.assert_table_equal(table, utils.table)
def test_export_to_csv_fobj_binary_without_encoding(self):
temp = tempfile.NamedTemporaryFile(delete=False, mode="wb")
self.files_to_delete.append(temp.name)
fobj = temp.file
with pytest.raises(ValueError, match="export_to_csv must receive an encoding when file is in binary mode"):
rows.export_to_csv(utils.table, fobj, encoding=None)
def test_export_to_csv_fobj_text(self):
tmp = tempfile.NamedTemporaryFile(delete=False)
tmp.close()
temp = io.TextIOWrapper(io.open(tmp.name, mode="wb"), encoding="utf-8")
self.files_to_delete.append(tmp.name)
result = rows.export_to_csv(utils.table, temp)
assert result is temp
assert not temp.closed
# TODO: test file contents instead of this side-effect
table = rows.import_from_csv(tmp.name)
self.assert_table_equal(table, utils.table)
def test_issue_168(self):
temp = tempfile.NamedTemporaryFile(delete=False)
filename = "{}.{}".format(temp.name, self.file_extension)
self.files_to_delete.append(filename)
table = rows.Table(fields=OrderedDict([("jsoncolumn", rows.fields.JSONField)]))
table.append({"jsoncolumn": '{"python": 42}'})
rows.export_to_csv(table, filename)
table2 = rows.import_from_csv(filename)
self.assert_table_equal(table, table2)
def test_quotes(self):
temp = tempfile.NamedTemporaryFile(delete=False)
filename = "{}.{}".format(temp.name, self.file_extension)
self.files_to_delete.append(filename)
table = rows.Table(
fields=OrderedDict(
[
("field_1", rows.fields.TextField),
("field_2", rows.fields.TextField),
("field_3", rows.fields.TextField),
("field_4", rows.fields.TextField),
]
)
)
table.append(
{
"field_1": '"quotes"',
"field_2": 'test "quotes"',
"field_3": '"quotes" test',
"field_4": 'test "quotes" test',
}
)
# we need this line row since `"quotes"` on `field_1` could be
# `JSONField` or `TextField`
table.append(
{
"field_1": "noquotes",
"field_2": 'test "quotes"',
"field_3": '"quotes" test',
"field_4": 'test "quotes" test',
}
)
rows.export_to_csv(table, filename)
table2 = rows.import_from_csv(filename)
self.assert_table_equal(table, table2)
def test_export_to_csv_accepts_dialect(self):
result_1 = rows.export_to_csv(utils.table, dialect=csv.excel_tab)
result_2 = rows.export_to_csv(utils.table, dialect=csv.excel)
assert result_1.replace(b"\t", b",") == result_2
def test_export_callback(self):
table = rows.import_from_dicts([{"id": number} for number in range(10)])
myfunc = mock.Mock()
rows.export_to_csv(table, callback=myfunc, batch_size=3)
assert myfunc.call_count == 4
assert [x[0][0] for x in myfunc.call_args_list] == [3, 6, 9, 10]
def test_import_field_limit(self):
temp = tempfile.NamedTemporaryFile(delete=False)
filename = "{}.{}".format(temp.name, self.file_extension)
self.files_to_delete.append(filename)
table = rows.import_from_dicts([{"f1": "a" * 132000}])
rows.export_to_csv(table, filename)
# The following line must not raise the exception:
# `_csv.Error: field larger than field limit (131072)`
rows.import_from_csv(filename)
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