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gh-129374: adds quoting detection to csv sniffer#134416

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62 changes: 61 additions & 1 deletionLib/csv.py
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Original file line numberDiff line numberDiff line change
Expand Up@@ -265,7 +265,7 @@ class dialect(Dialect):
# _csv.reader won't accept a quotechar of ''
dialect.quotechar = quotechar or '"'
dialect.skipinitialspace = skipinitialspace

dialect.quoting = self._guess_quoting(sample, dialect)
return dialect


Expand DownExpand Up@@ -448,6 +448,66 @@ def _guess_delimiter(self, data, delimiters):
data[0].count("%c " % delim))
return (delim, skipinitialspace)

def _guess_quoting(self, data, dialect):
"""
Looks for the quoting rules that are used in the data setting the most conservative quoting rule.
"""
lines = data.split(dialect.lineterminator)
if len(lines) == 1:
lines = data.split("\n")
policies = []
for line in lines[:5]:
elems = line.split(dialect.delimiter)
num_quoted_elems = 0
num_float_elems = 0
num_none_elems = 0
for elem in elems:
if not elem:
continue
if elem[0] == dialect.quotechar:
num_quoted_elems += 1
elem = elem.strip(dialect.quotechar)
if dialect.doublequote:
if elem[0] == dialect.quotechar:
elem = elem.strip(dialect.quotechar)
elif elem[0] == '"':
elem = elem.strip('"')
else:
elem = elem.strip("'")
try:
float(elem)
num_float_elems += 1
is_float = True
except ValueError:
is_float = False
if elem == "None":
num_none_elems += 1
max_quote_policy = QUOTE_NONE
if num_quoted_elems == len(elems):
max_quote_policy = QUOTE_ALL
elif num_quoted_elems == len(elems) - num_none_elems:
max_quote_policy = QUOTE_NOTNULL
elif num_quoted_elems == len(elems) - num_float_elems:
max_quote_policy = QUOTE_NONNUMERIC
elif num_quoted_elems == len(elems) - num_none_elems - num_float_elems:
max_quote_policy = QUOTE_STRINGS
elif num_quoted_elems > 0:
max_quote_policy = QUOTE_MINIMAL
policies.append(max_quote_policy)
return self._determine_quote_priority(policies)

def _determine_quote_priority(self, quote_policies):
priority_order = {
QUOTE_ALL: 50,
QUOTE_NOTNULL: 40,
QUOTE_NONNUMERIC: 30,
QUOTE_STRINGS: 20,
QUOTE_MINIMAL: 10,
QUOTE_NONE: 0
}
reverse_priority_order = {v: k for k, v in priority_order.items()}
max_priority = map(lambda e:priority_order.get(e, 0), quote_policies)
return reverse_priority_order[max(max_priority)]

def has_header(self, sample):
# Creates a dictionary of types of data in each column. If any
Expand Down
16 changes: 16 additions & 0 deletionsLib/test/test_csv.py
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Original file line numberDiff line numberDiff line change
Expand Up@@ -1342,6 +1342,14 @@ def test_has_header_strings(self):
self.assertFalse(sniffer.has_header(self.sample10))
self.assertFalse(sniffer.has_header(self.sample11))

def test_issue129374_writing_quoted_strings(self):
s = '42,"hello","world",-1\n'
d = csv.Sniffer().sniff(s)
x = list(csv.reader([s], d))
f = StringIO()
csv.writer(f,d).writerows(x)
self.assertEqual(f.getvalue(), '42.0,"hello","world",-1.0\r\n')

def test_has_header(self):
sniffer = csv.Sniffer()
self.assertIs(sniffer.has_header(self.sample1), False)
Expand DownExpand Up@@ -1415,6 +1423,14 @@ def test_doublequote(self):
dialect = sniffer.sniff(self.sample9)
self.assertTrue(dialect.doublequote)

def test_quote_detection(self):
sniffer = csv.Sniffer()
dialect = sniffer.sniff(self.sample1)
self.assertEqual(dialect.quoting, csv.QUOTE_NONE)
dialect = sniffer.sniff(self.sample2)
self.assertEqual(dialect.quoting, csv.QUOTE_ALL)


class NUL:
def write(s, *args):
pass
Expand Down
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Original file line numberDiff line numberDiff line change
@@ -0,0 +1 @@
csv sniffer gains support for detecting quoting policy
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