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dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_blocking.py
test_index
assert
func_call
44
import dedupe from collections import defaultdict import unittest from future.utils import viewitems, viewvalues class TfIndexUnindex(unittest.TestCase): def setUp(self): data_d = { 100: {"name": "Bob", "age": "50", "dataset": 0}, 105: {"name": "Charlie", "age": "75", "dataset": 1}...
set([130])
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_blocking.py
test_unconstrained_inverted_index
assert
func_call
41
import dedupe from collections import defaultdict import unittest from future.utils import viewitems, viewvalues class TfidfTest(unittest.TestCase): def setUp(self): self.data_d = { 100: {"name": "Bob", "age": "50", "dataset": 0}, 105: {"name": "Charlie", "age": "75", "dataset": 1}...
set([frozenset([120, 125]), frozenset([130, 135])])
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_canonical.py
test_get_centroid
assert
string_literal
35
import unittest import dedupe.canonical class CanonicalizationTest(unittest.TestCase): def test_get_centroid(self): from affinegap import normalizedAffineGapDistance as comparator attributeList = ['mary crane center', 'mary crane center north', 'm...
'mary crane'
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_canonical.py
test_get_canonical_rep
assert
collection
20
import unittest import dedupe.canonical class CanonicalizationTest(unittest.TestCase): def test_get_canonical_rep(self): record_list = [{"name": "mary crane", "address": "123 main st", "zip": "12345"}, {"name": "mary crane east", "addr...
{"name": "mary crane", "address": "123 main st", "zip": "12345"}
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_canonical.py
test_get_canonical_rep
assert
collection
16
import unittest import dedupe.canonical class CanonicalizationTest(unittest.TestCase): def test_get_canonical_rep(self): record_list = [{"name": "mary crane", "address": "123 main st", "zip": "12345"}, {"name": "mary crane east", "addr...
{'name': 'mary crane', 'address': '123 main street', 'zip': "12345"}
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_core.py
test_random_pair_match
assert
numeric_literal
15
import unittest import random import sys import numpy import dedupe class RandomPairsTest(unittest.TestCase): def test_random_pair_match(self): assert len(list(dedupe.core.randomPairsMatch(100, 100, 100))) == 100 assert len(list(dedupe.core.randomPairsMatch(10, 10, 99))) ==
99
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_core.py
test_random_pair_match
assert
collection
30
import unittest import random import sys import numpy import dedupe class RandomPairsTest(unittest.TestCase): def test_random_pair_match(self): assert len(list(dedupe.core.randomPairsMatch(100, 100, 100))) == 100 assert len(list(dedupe.core.randomPairsMatch(10, 10, 99))) == 99 random.s...
[]
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_core.py
test_score_duplicates
assert_*
numeric_literal
52
import unittest import random import sys import numpy import dedupe class ScoreDuplicates(unittest.TestCase): def setUp(self): random.seed(123) long_string = 'asa;sasdfjasdio;fio;asdnfasdvnvao;asduifvnavjasdfasdfasfasasdfasdfasdfasdfasdfsdfasgnuavpidcvaspdivnaspdivninasduinguipghauipsdfnvaspfigh...
2)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_core.py
test_exact_comparator
assert_*
numeric_literal
20
import unittest import random import sys import numpy import dedupe class FieldDistances(unittest.TestCase): def test_exact_comparator(self): deduper = dedupe.Dedupe([{'field': 'name', 'type': 'Exact'} ]) record_pairs = (({'name...
3)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_core.py
test_random_pair_match
assert
numeric_literal
14
import unittest import random import sys import numpy import dedupe class RandomPairsTest(unittest.TestCase): def test_random_pair_match(self): assert len(list(dedupe.core.randomPairsMatch(100, 100, 100))) ==
100
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_core.py
test_random_pair
assert
variable
20
import unittest import random import sys import numpy import dedupe class RandomPairsTest(unittest.TestCase): def test_random_pair(self): random.seed(123) if sys.version_info < (3, 0): target = [(0, 3), (0, 4), (2, 4), (0, 5), (6, 8)] else: target = [(0, 4), (2, 3...
target
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_core.py
test_score_duplicates
assert_*
complex_expr
49
import unittest import random import sys import numpy import dedupe class ScoreDuplicates(unittest.TestCase): def setUp(self): random.seed(123) long_string = 'asa;sasdfjasdio;fio;asdnfasdvnvao;asduifvnavjasdfasdfasfasasdfasdfasdfasdfasdfsdfasgnuavpidcvaspdivnaspdivninasduinguipghauipsdfnvaspfigh...
self.desired_scored_pairs['pairs'])
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_dedupe.py
test_data_model
assert
collection
72
import unittest import itertools import numpy import dedupe DATA = {100: {"name": "Bob", "age": "50"}, 105: {"name": "Charlie", "age": "75"}, 110: {"name": "Meredith", "age": "40"}, 115: {"name": "Sue", "age": "10"}, 120: {"name": "Jimmy", "age": "20"}, 125: {"name": "Jimbo", ...
[]
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_dedupe.py
test_predicates_correctness
assert
collection
38
import unittest import itertools import numpy import dedupe DATA = {100: {"name": "Bob", "age": "50"}, 105: {"name": "Charlie", "age": "75"}, 110: {"name": "Meredith", "age": "40"}, 115: {"name": "Sue", "age": "10"}, 120: {"name": "Jimmy", "age": "20"}, 125: {"name": "Jimbo", ...
()
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_dedupe.py
test_data_model
assert
collection
60
import unittest import itertools import numpy import dedupe DATA = {100: {"name": "Bob", "age": "50"}, 105: {"name": "Charlie", "age": "75"}, 110: {"name": "Meredith", "age": "40"}, 115: {"name": "Sue", "age": "10"}, 120: {"name": "Jimmy", "age": "20"}, 125: {"name": "Jimbo", ...
[0, 2]
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_dedupe.py
test_gazette_matching
assert
variable
113
import unittest import itertools import numpy import dedupe DATA = {100: {"name": "Bob", "age": "50"}, 105: {"name": "Charlie", "age": "75"}, 110: {"name": "Meredith", "age": "40"}, 115: {"name": "Sue", "age": "10"}, 120: {"name": "Jimmy", "age": "20"}, 125: {"name": "Jimbo", ...
target
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_dedupe.py
test_predicates_correctness
assert
collection
47
import unittest import itertools import numpy import dedupe DATA = {100: {"name": "Bob", "age": "50"}, 105: {"name": "Charlie", "age": "75"}, 110: {"name": "Meredith", "age": "40"}, 115: {"name": "Sue", "age": "10"}, 120: {"name": "Jimmy", "age": "20"}, 125: {"name": "Jimbo", ...
('1',)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_dedupe.py
test_data_model
assert
collection
48
import unittest import itertools import numpy import dedupe DATA = {100: {"name": "Bob", "age": "50"}, 105: {"name": "Charlie", "age": "75"}, 110: {"name": "Meredith", "age": "40"}, 115: {"name": "Sue", "age": "10"}, 120: {"name": "Jimmy", "age": "20"}, 125: {"name": "Jimbo", ...
[[0, 1]]
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_dedupe.py
test_data_model
self.assertRaises
variable
37
import unittest import itertools import numpy import dedupe DATA = {100: {"name": "Bob", "age": "50"}, 105: {"name": "Charlie", "age": "75"}, 110: {"name": "Meredith", "age": "40"}, 115: {"name": "Sue", "age": "10"}, 120: {"name": "Jimmy", "age": "20"}, 125: {"name": "Jimbo", ...
TypeError)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_dedupe.py
test_hierarchical
assert
collection
127
import unittest import itertools import numpy import dedupe DATA = {100: {"name": "Bob", "age": "50"}, 105: {"name": "Charlie", "age": "75"}, 110: {"name": "Meredith", "age": "40"}, 115: {"name": "Sue", "age": "10"}, 120: {"name": "Jimmy", "age": "20"}, 125: {"name": "Jimbo", ...
((b'1', b'2', b'3', b'4', b'5'),)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_dedupe.py
test_hierarchical
assert
collection
125
import unittest import itertools import numpy import dedupe DATA = {100: {"name": "Bob", "age": "50"}, 105: {"name": "Charlie", "age": "75"}, 110: {"name": "Meredith", "age": "40"}, 115: {"name": "Sue", "age": "10"}, 120: {"name": "Jimmy", "age": "20"}, 125: {"name": "Jimbo", ...
((b'1', b'2', b'3'), (b'4', b'5'))
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_dedupe.py
test_greedy_matching
assert
collection
102
import unittest import itertools import numpy import dedupe DATA = {100: {"name": "Bob", "age": "50"}, 105: {"name": "Charlie", "age": "75"}, 110: {"name": "Meredith", "age": "40"}, 115: {"name": "Sue", "age": "10"}, 120: {"name": "Jimmy", "age": "20"}, 125: {"name": "Jimbo", ...
[((4, 6), 0.96), ((2, 7), 0.72), ((3, 8), 0.65), ((1, 5), 0.1)]
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_dedupe.py
test_components
assert
collection
48
import unittest import itertools import numpy import dedupe DATA = {100: {"name": "Bob", "age": "50"}, 105: {"name": "Charlie", "age": "75"}, 110: {"name": "Meredith", "age": "40"}, 115: {"name": "Sue", "age": "10"}, 120: {"name": "Jimmy", "age": "20"}, 125: {"name": "Jimbo", ...
{frozenset(((1, 2), (2, 3))), frozenset(((4, 5), (4, 6))), frozenset( ((12, 13), (12, 14), (10, 11), (11, 12))), frozenset(((7, 9), (8, 9)))}
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_labeler.py
test_AL
assert
variable
24
import dedupe import unittest import random import pytest SAMPLE = [({"name": "Bob", "age": "50"}, {"name": "Charlie", "age": "75"}), ({"name": "Meredith", "age": "40"}, {"name": "Sue", "age": "10"}), ({"name": "Willy", "age": "35"}, {"name": "William", "age": "35"}), ({"name": "Jimmy", "...
original_N
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_labeler.py
test_AL
pytest.raises
variable
46
import dedupe import unittest import random import pytest SAMPLE = [({"name": "Bob", "age": "50"}, {"name": "Charlie", "age": "75"}), ({"name": "Meredith", "age": "40"}, {"name": "Sue", "age": "10"}), ({"name": "Willy", "age": "35"}, {"name": "William", "age": "35"}), ({"name": "Jimmy", "...
IndexError)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_labeler.py
test_AL
assert
complex_expr
30
import dedupe import unittest import random import pytest SAMPLE = [({"name": "Bob", "age": "50"}, {"name": "Charlie", "age": "75"}), ({"name": "Meredith", "age": "40"}, {"name": "Sue", "age": "10"}), ({"name": "Willy", "age": "35"}, {"name": "William", "age": "35"}), ({"name": "Jimmy", "...
original_N - 1
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_labeler.py
test_AL
assert
complex_expr
36
import dedupe import unittest import random import pytest SAMPLE = [({"name": "Bob", "age": "50"}, {"name": "Charlie", "age": "75"}), ({"name": "Meredith", "age": "40"}, {"name": "Sue", "age": "10"}), ({"name": "Willy", "age": "35"}, {"name": "William", "age": "35"}), ({"name": "Jimmy", "...
original_N - 2
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_labeler.py
test_AL
assert
complex_expr
42
import dedupe import unittest import random import pytest SAMPLE = [({"name": "Bob", "age": "50"}, {"name": "Charlie", "age": "75"}), ({"name": "Meredith", "age": "40"}, {"name": "Sue", "age": "10"}), ({"name": "Willy", "age": "35"}, {"name": "William", "age": "35"}), ({"name": "Jimmy", "...
original_N - 3
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_magnitude
assert
collection
15
import unittest from dedupe import predicates from future.builtins import str class TestSetElement(unittest.TestCase): def setUp(self): self.s1 = set(['red', 'blue', 'green']) def test_magnitude(self): block_val = predicates.magnitudeOfCardinality(self.s1) assert block_val == (u'0', ) ...
()
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_order_of_magnitude
assert
collection
8
import unittest from dedupe import predicates from future.builtins import str class TestNumericPredicates(unittest.TestCase): def test_order_of_magnitude(self): assert predicates.orderOfMagnitude(10) ==
(u'1',)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_order_of_magnitude
assert
collection
10
import unittest from dedupe import predicates from future.builtins import str class TestNumericPredicates(unittest.TestCase): def test_order_of_magnitude(self): assert predicates.orderOfMagnitude(10) == (u'1',) assert predicates.orderOfMagnitude(9) == (u'1',) assert predicates.orderOfMagni...
(u'0',)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_first_last
assert
collection
12
import unittest from dedupe import predicates from future.builtins import str class TestSetElement(unittest.TestCase): def setUp(self): self.s1 = set(['red', 'blue', 'green']) def test_first_last(self): block_val = predicates.lastSetElementPredicate(self.s1) assert block_val ==
('red',)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_magnitude
assert
collection
12
import unittest from dedupe import predicates from future.builtins import str class TestSetElement(unittest.TestCase): def setUp(self): self.s1 = set(['red', 'blue', 'green']) def test_magnitude(self): block_val = predicates.magnitudeOfCardinality(self.s1) assert block_val ==
(u'0', )
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_empty_set
self.assertEqual
func_call
12
import unittest from dedupe import predicates from future.builtins import str class TestSetElement(unittest.TestCase): def setUp(self): self.s1 = set(['red', 'blue', 'green']) def test_empty_set(self): block_val = predicates.commonSetElementPredicate(set()) self.assertEqual(block_val,...
tuple())
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_first_last
assert
collection
14
import unittest from dedupe import predicates from future.builtins import str class TestSetElement(unittest.TestCase): def setUp(self): self.s1 = set(['red', 'blue', 'green']) def test_first_last(self): block_val = predicates.lastSetElementPredicate(self.s1) assert block_val == ('red',...
('blue',)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_round_to_1
assert
collection
9
import unittest from dedupe import predicates from future.builtins import str class TestNumericPredicates(unittest.TestCase): def test_round_to_1(self): assert predicates.roundTo1(22315) ==
(u'20000',)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_round_to_1
assert
collection
10
import unittest from dedupe import predicates from future.builtins import str class TestNumericPredicates(unittest.TestCase): def test_round_to_1(self): assert predicates.roundTo1(22315) == (u'20000',) assert predicates.roundTo1(-22315) ==
(u'-20000',)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_set
assert
collection
12
import unittest from dedupe import predicates from future.builtins import str class TestPuncStrip(unittest.TestCase): def test_set(self): s1 = predicates.SimplePredicate(predicates.wholeSetPredicate, 'foo') colors = set(['red', 'blue', 'green']) ass...
(str(colors),)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_full_set
self.assertEqual
collection
12
import unittest from dedupe import predicates from future.builtins import str class TestWholeSet(unittest.TestCase): def setUp(self): self.s1 = set(['red', 'blue', 'green']) def test_full_set(self): block_val = predicates.wholeSetPredicate(self.s1) self.assertEqual(block_val,
(str(self.s1),))
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_precise_latlong
assert
collection
12
import unittest from dedupe import predicates from future.builtins import str class TestLatLongGrid(unittest.TestCase): def setUp(self): self.latlong1 = (42.535, -5.012) def test_precise_latlong(self): block_val = predicates.latLongGridPredicate(self.latlong1) assert block_val ==
(u'[42.5, -5.0]',)
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_metaphone_token
assert
func_call
9
import unittest from dedupe import predicates from future.builtins import str class TestMetaphone(unittest.TestCase): def test_metaphone_token(self): block_val = predicates.metaphoneToken('9301 S. State St. ') assert block_val ==
set([u'STT', u'S', u'ST'])
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_sevenchar
assert
func_call
10
import unittest from dedupe import predicates from future.builtins import str class TestPuncStrip(unittest.TestCase): def test_sevenchar(self): s1 = predicates.StringPredicate(predicates.sameSevenCharStartPredicate, 'foo') assert s1({'foo': u'fo,18v*1vaad80'...
s1({'foo': u'fo18v1vaad80'})
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_predicates.py
test_long_set
self.assertEqual
func_call
12
import unittest from dedupe import predicates from future.builtins import str class TestSetElement(unittest.TestCase): def setUp(self): self.s1 = set(['red', 'blue', 'green']) def test_long_set(self): block_val = predicates.commonSetElementPredicate(self.s1) self.assertEqual(set(block...
set(('blue', 'green', 'red')))
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_price.py
test_comparator
assert
numeric_literal
7
import unittest from dedupe.variables.price import PriceType class TestPrice(unittest.TestCase): def test_comparator(self): assert PriceType.comparator(1, 10) ==
1
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_sampling.py
test_blockedSample
assert
numeric_literal
26
import unittest import dedupe import dedupe.sampling import dedupe.predicates import dedupe.api from collections import deque data_dict = {'1': {'name': 'Bob', 'age': '51'}, '2': {'name': 'Linda', 'age': '50'}, '3': {'name': 'Gene', 'age': '12'}, '4': {'name': 'Tina', 'age': '15'...
1
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_sampling.py
test_even_split
assert
numeric_literal
24
import unittest import dedupe import dedupe.sampling import dedupe.predicates import dedupe.api from collections import deque data_dict = {'1': {'name': 'Bob', 'age': '51'}, '2': {'name': 'Linda', 'age': '50'}, '3': {'name': 'Gene', 'age': '12'}, '4': {'name': 'Tina', 'age': '15'...
10
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_sampling.py
test_sample_predicate
assert
collection
27
import unittest import dedupe import dedupe.sampling import dedupe.predicates import dedupe.api from collections import deque data_dict = {'1': {'name': 'Bob', 'age': '51'}, '2': {'name': 'Linda', 'age': '50'}, '3': {'name': 'Gene', 'age': '12'}, '4': {'name': 'Tina', 'age': '15'...
[('1', '5')]
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_sampling.py
test_sample_predicates
assert
collection
28
import unittest import dedupe import dedupe.sampling import dedupe.predicates import dedupe.api from collections import deque data_dict = {'1': {'name': 'Bob', 'age': '51'}, '2': {'name': 'Linda', 'age': '50'}, '3': {'name': 'Gene', 'age': '12'}, '4': {'name': 'Tina', 'age': '15'...
[[('1', '5')]]
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_serializer.py
test_writeTraining
assert
variable
54
from __future__ import print_function import dedupe import unittest import codecs import json import sys class SerializerTest(unittest.TestCase): def test_writeTraining(self): if sys.version < '3': from StringIO import StringIO output = StringIO() encoded_file = codecs...
training_pairs
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_serializer.py
test_writeTraining
assert
func_call
40
from __future__ import print_function import dedupe import unittest import codecs import json import sys class SerializerTest(unittest.TestCase): def test_writeTraining(self): if sys.version < '3': from StringIO import StringIO output = StringIO() encoded_file = codecs...
dict(training_pairs["distinct"][0][0])
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_tfidf.py
test_keywords
assert
numeric_literal
12
import dedupe import unittest class ParsingTest(unittest.TestCase): def setUp(self): self.index = dedupe.tfidf.TfIdfIndex() def test_keywords(self): self.index.index(('AND', 'OR', 'EOF', 'NOT')) self.index._index.initSearch() assert self.index.search(('AND', 'OR', 'EOF', 'NOT'...
1
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_tfidf.py
test_empty_search
assert
collection
11
import dedupe import unittest class ParsingTest(unittest.TestCase): def setUp(self): self.index = dedupe.tfidf.TfIdfIndex() def test_empty_search(self): self.index._index.initSearch() assert self.index.search(()) ==
[]
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_training.py
test_uncovered_by
assert
variable
42
import dedupe import dedupe.training as training import unittest class TrainingTest(unittest.TestCase): def setUp(self): field_definition = [{'field': 'name', 'type': 'String'}] self.data_model = dedupe.Dedupe(field_definition).data_model self.training_pairs = { 'match': [({"na...
after
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_training.py
test_uncovered_by
assert
variable
41
import dedupe import dedupe.training as training import unittest class TrainingTest(unittest.TestCase): def setUp(self): field_definition = [{'field': 'name', 'type': 'String'}] self.data_model = dedupe.Dedupe(field_definition).data_model self.training_pairs = { 'match': [({"na...
before
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_training.py
test_covered_pairs
assert
collection
40
import dedupe import dedupe.training as training import unittest class TrainingTest(unittest.TestCase): def setUp(self): field_definition = [{'field': 'name', 'type': 'String'}] self.data_model = dedupe.Dedupe(field_definition).data_model self.training_pairs = { 'match': [({"na...
{0, 1}
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
dedupeio/dedupe
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
train
train
tests/test_training.py
test_uncovered_by
assert
variable
43
import dedupe import dedupe.training as training import unittest class TrainingTest(unittest.TestCase): def setUp(self): field_definition = [{'field': 'name', 'type': 'String'}] self.data_model = dedupe.Dedupe(field_definition).data_model self.training_pairs = { 'match': [({"na...
before_copy
4c71c5751e9bd01843c5d9e355b2f2d338a675ab
135
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_arrow.py
test_dump_load_empty_table
self.assertEqual
numeric_literal
25
import glob import os.path import tempfile import unittest import pyarrow.parquet as parquet from loguru import logger from smallpond.io.arrow import ( RowRange, build_batch_reader_from_files, cast_columns_to_large_string, dump_to_parquet_files, load_from_parquet_files, ) from smallpond.utility im...
0)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_arrow.py
test_dump_load_empty_table
self.assertTrue
variable
29
import glob import os.path import tempfile import unittest import pyarrow.parquet as parquet from loguru import logger from smallpond.io.arrow import ( RowRange, build_batch_reader_from_files, cast_columns_to_large_string, dump_to_parquet_files, load_from_parquet_files, ) from smallpond.utility im...
ok)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_arrow.py
test_change_ordering_of_columns
self.assertEqual
variable
30
import glob import os.path import tempfile import unittest import pyarrow.parquet as parquet from loguru import logger from smallpond.io.arrow import ( RowRange, build_batch_reader_from_files, cast_columns_to_large_string, dump_to_parquet_files, load_from_parquet_files, ) from smallpond.utility im...
reversed_cols)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_arrow.py
test_load_not_exist_column
self.assertRaises
variable
27
import glob import os.path import tempfile import unittest import pyarrow.parquet as parquet from loguru import logger from smallpond.io.arrow import ( RowRange, build_batch_reader_from_files, cast_columns_to_large_string, dump_to_parquet_files, load_from_parquet_files, ) from smallpond.utility im...
AssertionError)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_arrow.py
test_table_to_batches
self.assertEqual
complex_expr
35
import glob import os.path import tempfile import unittest import pyarrow.parquet as parquet from loguru import logger from smallpond.io.arrow import ( RowRange, build_batch_reader_from_files, cast_columns_to_large_string, dump_to_parquet_files, load_from_parquet_files, ) from smallpond.utility im...
table.num_rows)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_arrow.py
test_parquet_batch_reader
self.assertEqual
variable
40
import glob import os.path import tempfile import unittest import pyarrow.parquet as parquet from loguru import logger from smallpond.io.arrow import ( RowRange, build_batch_reader_from_files, cast_columns_to_large_string, dump_to_parquet_files, load_from_parquet_files, ) from smallpond.utility im...
expected_num_rows)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_arrow.py
test_load_mixed_string_types
self.assertEqual
complex_expr
30
import glob import os.path import tempfile import unittest import pyarrow.parquet as parquet from loguru import logger from smallpond.io.arrow import ( RowRange, build_batch_reader_from_files, cast_columns_to_large_string, dump_to_parquet_files, load_from_parquet_files, ) from smallpond.utility im...
loaded_table.num_rows)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_arrow.py
test_arrow_schema_metadata
self.assertEqual
complex_expr
36
import glob import os.path import tempfile import unittest import pyarrow.parquet as parquet from loguru import logger from smallpond.io.arrow import ( RowRange, build_batch_reader_from_files, cast_columns_to_large_string, dump_to_parquet_files, load_from_parquet_files, ) from smallpond.utility im...
file.schema_arrow.metadata)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_arrow.py
test_arrow_schema_metadata
self.assertEqual
complex_expr
33
import glob import os.path import tempfile import unittest import pyarrow.parquet as parquet from loguru import logger from smallpond.io.arrow import ( RowRange, build_batch_reader_from_files, cast_columns_to_large_string, dump_to_parquet_files, load_from_parquet_files, ) from smallpond.utility im...
loaded_table.schema.metadata)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_arrow.py
test_load_mixed_string_types
self.assertEqual
func_call
32
import glob import os.path import tempfile import unittest import pyarrow.parquet as parquet from loguru import logger from smallpond.io.arrow import ( RowRange, build_batch_reader_from_files, cast_columns_to_large_string, dump_to_parquet_files, load_from_parquet_files, ) from smallpond.utility im...
sum(batch.num_rows for batch in batch_reader))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_arrow.py
test_arrow_schema_metadata
self.assertTrue
func_call
29
import glob import os.path import tempfile import unittest import pyarrow.parquet as parquet from loguru import logger from smallpond.io.arrow import ( RowRange, build_batch_reader_from_files, cast_columns_to_large_string, dump_to_parquet_files, load_from_parquet_files, ) from smallpond.utility im...
dump_to_parquet_files(table_with_meta, output_dir, "arrow_schema_metadata", max_workers=2))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_common.py
test_split_into_rows
self.assertEqual
variable
21
import itertools import unittest import numpy as np from hypothesis import given from hypothesis import strategies as st from smallpond.common import get_nth_partition, split_into_cols, split_into_rows from tests.test_fabric import TestFabric class TestCommon(TestFabric, unittest.TestCase): @given(st.data()) ...
computed)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_common.py
test_split_into_cols
self.assertEqual
variable
28
import itertools import unittest import numpy as np from hypothesis import given from hypothesis import strategies as st from smallpond.common import get_nth_partition, split_into_cols, split_into_rows from tests.test_fabric import TestFabric class TestCommon(TestFabric, unittest.TestCase): @given(st.data()) ...
large_size)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_common.py
test_split_into_cols
self.assertEqual
func_call
20
import itertools import unittest import numpy as np from hypothesis import given from hypothesis import strategies as st from smallpond.common import get_nth_partition, split_into_cols, split_into_rows from tests.test_fabric import TestFabric class TestCommon(TestFabric, unittest.TestCase): @given(st.data()) ...
len(chunks))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_common.py
test_split_into_cols
self.assertEqual
complex_expr
31
import itertools import unittest import numpy as np from hypothesis import given from hypothesis import strategies as st from smallpond.common import get_nth_partition, split_into_cols, split_into_rows from tests.test_fabric import TestFabric class TestCommon(TestFabric, unittest.TestCase): @given(st.data()) ...
chunk_size * npartitions)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_common.py
test_get_nth_partition
self.assertListEqual
func_call
16
import itertools import unittest import numpy as np from hypothesis import given from hypothesis import strategies as st from smallpond.common import get_nth_partition, split_into_cols, split_into_rows from tests.test_fabric import TestFabric class TestCommon(TestFabric, unittest.TestCase): def test_get_nth_part...
get_nth_partition(items, 0, 1))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_common.py
test_get_nth_partition
self.assertListEqual
func_call
18
import itertools import unittest import numpy as np from hypothesis import given from hypothesis import strategies as st from smallpond.common import get_nth_partition, split_into_cols, split_into_rows from tests.test_fabric import TestFabric class TestCommon(TestFabric, unittest.TestCase): def test_get_nth_part...
get_nth_partition(items, 0, 2))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_common.py
test_get_nth_partition
self.assertListEqual
func_call
19
import itertools import unittest import numpy as np from hypothesis import given from hypothesis import strategies as st from smallpond.common import get_nth_partition, split_into_cols, split_into_rows from tests.test_fabric import TestFabric class TestCommon(TestFabric, unittest.TestCase): def test_get_nth_part...
get_nth_partition(items, 1, 2))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_common.py
test_get_nth_partition
self.assertListEqual
func_call
21
import itertools import unittest import numpy as np from hypothesis import given from hypothesis import strategies as st from smallpond.common import get_nth_partition, split_into_cols, split_into_rows from tests.test_fabric import TestFabric class TestCommon(TestFabric, unittest.TestCase): def test_get_nth_part...
get_nth_partition(items, 0, 3))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_common.py
test_get_nth_partition
self.assertListEqual
func_call
22
import itertools import unittest import numpy as np from hypothesis import given from hypothesis import strategies as st from smallpond.common import get_nth_partition, split_into_cols, split_into_rows from tests.test_fabric import TestFabric class TestCommon(TestFabric, unittest.TestCase): def test_get_nth_part...
get_nth_partition(items, 1, 3))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_common.py
test_split_into_cols
self.assertListEqual
collection
21
import itertools import unittest import numpy as np from hypothesis import given from hypothesis import strategies as st from smallpond.common import get_nth_partition, split_into_cols, split_into_rows from tests.test_fabric import TestFabric class TestCommon(TestFabric, unittest.TestCase): @given(st.data()) ...
[x for row in itertools.zip_longest(*chunks) for x in row if x is not None])
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_count
assert
numeric_literal
12
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_count(sp: Session): df = sp.from_items([1, 2, 3]) assert df.count() ==
3
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_limit
assert
numeric_literal
12
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_limit(sp: Session): df = sp.from_items(list(range(1000))).repartition(10, by_rows=True) assert df.limit(2).count() ==
2
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_csv
assert
numeric_literal
16
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_csv(sp: Session): df = sp.read_csv( "tests/data/mock_urls/*.tsv", schema={"urlstr": "varchar", "valstr": "varchar"}, delim=r"\t", ) assert df.count() ==...
1000
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_partition_by_key_out_of_range
assert
func_call
15
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_partition_by_key_out_of_range(sp: Session): df = sp.from_items(list(range(1000))).repartition(10, by="item % 11") try: df.to_arrow() except Exception as ex: ass...
str(ex)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_arrow
assert
variable
13
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_arrow(sp: Session): arrow_table = pa.table({"a": [1, 2, 3], "b": [4, 5, 6]}) df = sp.from_arrow(arrow_table) assert df.to_arrow() ==
arrow_table
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_random_shuffle
assert
func_call
14
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_random_shuffle(sp: Session): df = sp.from_items(list(range(1000))).repartition(10, by_rows=True) df = df.random_shuffle() shuffled = [d["item"] for d in df.take_all()] asse...
list(range(1000))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_map
assert
func_call
13
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_map(sp: Session): df = sp.from_arrow(pa.table({"a": [1, 2, 3], "b": [4, 5, 6]})) df1 = df.map("a + b as c") assert df1.to_arrow() ==
pa.table({"c": [5, 7, 9]})
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_random_shuffle
assert
func_call
21
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_random_shuffle(sp: Session): df = sp.from_items(list(range(1000))).repartition(10, by_rows=True) df = df.random_shuffle() shuffled = [d["item"] for d in df.take_all()] asser...
count_inversions(shuffled)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_partial_sql
assert
func_call
13
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_partial_sql(sp: Session): # no input deps df = sp.partial_sql("select * from range(3)") assert df.to_arrow() ==
pa.table({"range": [0, 1, 2]})
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_flat_map
assert
func_call
13
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_flat_map(sp: Session): df = sp.from_arrow(pa.table({"a": [1, 2, 3], "b": [4, 5, 6]})) df1 = df.flat_map(lambda r: [{"c": r["a"]}, {"c": r["b"]}]) assert df1.to_arrow() ==
pa.table({"c": [1, 4, 2, 5, 3, 6]})
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_take
assert
collection
12
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_take(sp: Session): df = sp.from_pandas(pd.DataFrame({"a": [1, 2, 3], "b": [4, 5, 6]})) assert df.take(2) ==
[{"a": 1, "b": 4}, {"a": 2, "b": 5}]
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataframe.py
test_filter
assert
func_call
13
from typing import List import pandas as pd import pyarrow as pa import pytest from smallpond.dataframe import Session def test_filter(sp: Session): df = sp.from_arrow(pa.table({"a": [1, 2, 3], "b": [4, 5, 6]})) df1 = df.filter("a > 1") assert df1.to_arrow() ==
pa.table({"a": [2, 3], "b": [5, 6]})
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataset.py
test_num_rows
self.assertEqual
numeric_literal
54
import glob import os.path import unittest from pathlib import PurePath import duckdb import pandas import pyarrow as arrow import pytest from loguru import logger from smallpond.common import DEFAULT_ROW_GROUP_SIZE, MB from smallpond.logical.dataset import ParquetDataSet from smallpond.utility import ConcurrentIter ...
1000)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataset.py
_check_partition_datasets
self.assertEqual
complex_expr
50
import glob import os.path import unittest from pathlib import PurePath import duckdb import pandas import pyarrow as arrow import pytest from loguru import logger from smallpond.common import DEFAULT_ROW_GROUP_SIZE, MB from smallpond.logical.dataset import ParquetDataSet from smallpond.utility import ConcurrentIter ...
results[0][0])
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataset.py
test_resolved_many_paths
self.assertEqual
func_call
57
import glob import os.path import unittest from pathlib import PurePath import duckdb import pandas import pyarrow as arrow import pytest from loguru import logger from smallpond.common import DEFAULT_ROW_GROUP_SIZE, MB from smallpond.logical.dataset import ParquetDataSet from smallpond.utility import ConcurrentIter ...
len(filenames))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataset.py
test_parquet_file_created_by_pandas
self.assertEqual
complex_expr
31
import glob import os.path import unittest from pathlib import PurePath import duckdb import pandas import pyarrow as arrow import pytest from loguru import logger from smallpond.common import DEFAULT_ROW_GROUP_SIZE, MB from smallpond.logical.dataset import ParquetDataSet from smallpond.utility import ConcurrentIter ...
dataset.num_rows)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataset.py
_check_partition_datasets
self.assertEqual
complex_expr
42
import glob import os.path import unittest from pathlib import PurePath import duckdb import pandas import pyarrow as arrow import pytest from loguru import logger from smallpond.common import DEFAULT_ROW_GROUP_SIZE, MB from smallpond.logical.dataset import ParquetDataSet from smallpond.utility import ConcurrentIter ...
loaded_table.shape)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataset.py
_check_partition_datasets
self.assertEqual
complex_expr
39
import glob import os.path import unittest from pathlib import PurePath import duckdb import pandas import pyarrow as arrow import pytest from loguru import logger from smallpond.common import DEFAULT_ROW_GROUP_SIZE, MB from smallpond.logical.dataset import ParquetDataSet from smallpond.utility import ConcurrentIter ...
loaded_table.num_rows)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataset.py
_check_partition_datasets
self.assertEqual
func_call
32
import glob import os.path import unittest from pathlib import PurePath import duckdb import pandas import pyarrow as arrow import pytest from loguru import logger from smallpond.common import DEFAULT_ROW_GROUP_SIZE, MB from smallpond.logical.dataset import ParquetDataSet from smallpond.utility import ConcurrentIter ...
len(partitioned_datasets))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataset.py
test_to_arrow_table_batch_reader
self.assertLessEqual
complex_expr
69
import glob import os.path import unittest from pathlib import PurePath import duckdb import pandas import pyarrow as arrow import pytest from loguru import logger from smallpond.common import DEFAULT_ROW_GROUP_SIZE, MB from smallpond.logical.dataset import ParquetDataSet from smallpond.utility import ConcurrentIter ...
DEFAULT_ROW_GROUP_SIZE * 2)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataset.py
test_paths_with_char_ranges
self.assertEqual
func_call
55
import glob import os.path import unittest from pathlib import PurePath import duckdb import pandas import pyarrow as arrow import pytest from loguru import logger from smallpond.common import DEFAULT_ROW_GROUP_SIZE, MB from smallpond.logical.dataset import ParquetDataSet from smallpond.utility import ConcurrentIter ...
len(dataset_with_wildcards.resolved_paths))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_dataset.py
_check_partition_datasets
self.assertEqual
func_call
33
import glob import os.path import unittest from pathlib import PurePath import duckdb import pandas import pyarrow as arrow import pytest from loguru import logger from smallpond.common import DEFAULT_ROW_GROUP_SIZE, MB from smallpond.logical.dataset import ParquetDataSet from smallpond.utility import ConcurrentIter ...
sum(dataset.num_rows for dataset in partitioned_datasets))
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor
deepseek-ai/smallpond
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
train
train
tests/test_deltalake.py
test_load_mixed_large_dtypes
self.assertEqual
complex_expr
27
import glob import importlib import tempfile import unittest from smallpond.io.arrow import cast_columns_to_large_string from tests.test_fabric import TestFabric class TestDeltaLake(TestFabric, unittest.TestCase): def test_load_mixed_large_dtypes(self): from deltalake import DeltaTable, write_deltalake ...
loaded_table.num_rows)
52ecc5e45535c7448f848bcb45b0da00d9484f81
1
v2_extractor_at_anchor