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feat(python): Implement Arrow PyCapsule Interface for Series/DataFrame export

#17676Merged
Comparing
kylebarron:kyle/export-pycapsule-interface
(
d40f696
) with
main
(
9eec688
)
CodSpeed Performance Gauge
-1%
Improvements
0
Regressions
0
Untouched
37
New
0
Dropped
0
Ignored
1

Benchmarks

Passed

test_groupby_h2oai_q4
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q4
CodSpeed Performance Gauge
+9%
2 ms
1.9 ms
test_tpch_q8
py-polars/tests/benchmark/test_tpch.py::test_tpch_q8
CodSpeed Performance Gauge
+9%
5.7 ms
5.3 ms
test_groupby_h2oai_q3
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q3
CodSpeed Performance Gauge
+8%
2.6 ms
2.4 ms
test_groupby_h2oai_q7
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q7
CodSpeed Performance Gauge
+4%
2.1 ms
2 ms
test_tpch_q4
py-polars/tests/benchmark/test_tpch.py::test_tpch_q4
CodSpeed Performance Gauge
+2%
5 ms
4.9 ms
test_tpch_q12
py-polars/tests/benchmark/test_tpch.py::test_tpch_q12
CodSpeed Performance Gauge
+2%
6.4 ms
6.3 ms
test_groupby_h2oai_q10
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q10
CodSpeed Performance Gauge
+2%
6.7 ms
6.6 ms
test_tpch_q9
py-polars/tests/benchmark/test_tpch.py::test_tpch_q9
CodSpeed Performance Gauge
+1%
25.7 ms
25.4 ms
test_tpch_q17
py-polars/tests/benchmark/test_tpch.py::test_tpch_q17
CodSpeed Performance Gauge
+1%
6.5 ms
6.4 ms
test_groupby_h2oai_q2
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q2
CodSpeed Performance Gauge
0%
4.8 ms
4.7 ms
test_write_read_scan_large_csv
py-polars/tests/benchmark/test_io.py::test_write_read_scan_large_csv
CodSpeed Performance Gauge
0%
33.1 ms
33 ms
test_groupby_h2oai_q9
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q9
CodSpeed Performance Gauge
0%
26.4 ms
26.4 ms
test_filter1
py-polars/tests/benchmark/test_filter.py::test_filter1
CodSpeed Performance Gauge
0%
785.6 µs
785.3 µs
test_to_numpy_series_chunked
py-polars/tests/benchmark/interop/test_numpy.py::test_to_numpy_series_chunked
CodSpeed Performance Gauge
0%
274.6 µs
274.8 µs
test_tpch_q21
py-polars/tests/benchmark/test_tpch.py::test_tpch_q21
CodSpeed Performance Gauge
0%
222.7 ms
222.8 ms
test_to_numpy_series_with_nulls
py-polars/tests/benchmark/interop/test_numpy.py::test_to_numpy_series_with_nulls
CodSpeed Performance Gauge
0%
301.3 µs
301.6 µs
test_tpch_q7
py-polars/tests/benchmark/test_tpch.py::test_tpch_q7
CodSpeed Performance Gauge
0%
9.3 ms
9.3 ms
test_tpch_q10
py-polars/tests/benchmark/test_tpch.py::test_tpch_q10
CodSpeed Performance Gauge
0%
6.2 ms
6.3 ms
test_tpch_q18
py-polars/tests/benchmark/test_tpch.py::test_tpch_q18
CodSpeed Performance Gauge
0%
11.4 ms
11.5 ms
test_to_numpy_series_zero_copy
py-polars/tests/benchmark/interop/test_numpy.py::test_to_numpy_series_zero_copy
CodSpeed Performance Gauge
0%
127.4 µs
127.9 µs
test_groupby_h2oai_q6
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q6
CodSpeed Performance Gauge
-1%
12.9 ms
13 ms
test_tpch_q19
py-polars/tests/benchmark/test_tpch.py::test_tpch_q19
CodSpeed Performance Gauge
-1%
7.5 ms
7.6 ms
test_tpch_q3
py-polars/tests/benchmark/test_tpch.py::test_tpch_q3
CodSpeed Performance Gauge
-1%
5.8 ms
5.8 ms
test_tpch_q6
py-polars/tests/benchmark/test_tpch.py::test_tpch_q6
CodSpeed Performance Gauge
-1%
2 ms
2 ms
test_tpch_q14
py-polars/tests/benchmark/test_tpch.py::test_tpch_q14
CodSpeed Performance Gauge
-1%
2.1 ms
2.2 ms
test_tpch_q22
py-polars/tests/benchmark/test_tpch.py::test_tpch_q22
CodSpeed Performance Gauge
-2%
6.6 ms
6.7 ms
test_tpch_q13
py-polars/tests/benchmark/test_tpch.py::test_tpch_q13
CodSpeed Performance Gauge
-2%
9.9 ms
10.1 ms
test_tpch_q1
py-polars/tests/benchmark/test_tpch.py::test_tpch_q1
CodSpeed Performance Gauge
-2%
16.1 ms
16.5 ms
test_groupby_h2oai_q8
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q8
CodSpeed Performance Gauge
-3%
2.8 ms
2.9 ms
test_tpch_q2
py-polars/tests/benchmark/test_tpch.py::test_tpch_q2
CodSpeed Performance Gauge
-3%
3.6 ms
3.7 ms
test_groupby_h2oai_q5
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q5
CodSpeed Performance Gauge
-4%
1.8 ms
1.9 ms
test_tpch_q15
py-polars/tests/benchmark/test_tpch.py::test_tpch_q15
CodSpeed Performance Gauge
-4%
2.4 ms
2.5 ms
test_groupby_h2oai_q1
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q1
CodSpeed Performance Gauge
-4%
2.2 ms
2.3 ms
test_tpch_q20
py-polars/tests/benchmark/test_tpch.py::test_tpch_q20
CodSpeed Performance Gauge
-5%
6.2 ms
6.5 ms
test_tpch_q16
py-polars/tests/benchmark/test_tpch.py::test_tpch_q16
CodSpeed Performance Gauge
-5%
7 ms
7.4 ms
test_tpch_q5
py-polars/tests/benchmark/test_tpch.py::test_tpch_q5
CodSpeed Performance Gauge
-7%
4.7 ms
5 ms
test_tpch_q11
py-polars/tests/benchmark/test_tpch.py::test_tpch_q11
CodSpeed Performance Gauge
-12%
3.7 ms
4.2 ms

Ignored

test_filter2Ignored
py-polars/tests/benchmark/test_filter.py::test_filter2
CodSpeed Performance Gauge
-2%
1.1 ms
1.1 ms

Commits

Click on a commit to change the comparison range
Base
main
9eec688
0%
Add df interop test
59c2048
5 months ago
by kylebarron
+1%
type hints
8226931
5 months ago
by kylebarron
-2%
lint
ab015a1
5 months ago
by kylebarron
+1%
Don't hold bare capsules
b309a57
5 months ago
by kylebarron
0%
longer strings in test
d40f696
5 months ago
by kylebarron
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