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feat(python)!: Implement binary serialization of LazyFrame/DataFrame/Expr and set it as the default format

#17223Merged
Comparing
serde-binary
(
86860a3
) with
main
(
01a65f0
)
CodSpeed Performance Gauge
-1%
Improvements
0
Regressions
0
Untouched
37
New
0
Dropped
0
Ignored
1

Benchmarks

Passed

test_groupby_h2oai_q3
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q3
CodSpeed Performance Gauge
+9%
2.6 ms
2.4 ms
test_tpch_q4
py-polars/tests/benchmark/test_tpch.py::test_tpch_q4
CodSpeed Performance Gauge
+5%
5.3 ms
5 ms
test_tpch_q1
py-polars/tests/benchmark/test_tpch.py::test_tpch_q1
CodSpeed Performance Gauge
+5%
17.3 ms
16.5 ms
test_tpch_q18
py-polars/tests/benchmark/test_tpch.py::test_tpch_q18
CodSpeed Performance Gauge
+4%
12 ms
11.6 ms
test_tpch_q11
py-polars/tests/benchmark/test_tpch.py::test_tpch_q11
CodSpeed Performance Gauge
+3%
4.3 ms
4.2 ms
test_tpch_q13
py-polars/tests/benchmark/test_tpch.py::test_tpch_q13
CodSpeed Performance Gauge
+2%
10.1 ms
9.9 ms
test_groupby_h2oai_q4
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q4
CodSpeed Performance Gauge
+2%
1.8 ms
1.8 ms
test_tpch_q5
py-polars/tests/benchmark/test_tpch.py::test_tpch_q5
CodSpeed Performance Gauge
+2%
4.9 ms
4.9 ms
test_write_read_scan_large_csv
py-polars/tests/benchmark/test_io.py::test_write_read_scan_large_csv
CodSpeed Performance Gauge
+2%
33.4 ms
32.9 ms
test_tpch_q3
py-polars/tests/benchmark/test_tpch.py::test_tpch_q3
CodSpeed Performance Gauge
+2%
5.9 ms
5.9 ms
test_tpch_q17
py-polars/tests/benchmark/test_tpch.py::test_tpch_q17
CodSpeed Performance Gauge
+2%
6.9 ms
6.8 ms
test_groupby_h2oai_q9
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q9
CodSpeed Performance Gauge
+1%
26.9 ms
26.6 ms
test_to_numpy_series_with_nulls
py-polars/tests/benchmark/interop/test_numpy.py::test_to_numpy_series_with_nulls
CodSpeed Performance Gauge
+1%
298.3 µs
295.2 µs
test_tpch_q9
py-polars/tests/benchmark/test_tpch.py::test_tpch_q9
CodSpeed Performance Gauge
+1%
25.9 ms
25.7 ms
test_tpch_q20
py-polars/tests/benchmark/test_tpch.py::test_tpch_q20
CodSpeed Performance Gauge
0%
6.3 ms
6.2 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%
127.7 µs
127.4 µs
test_groupby_h2oai_q10
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q10
CodSpeed Performance Gauge
0%
6.5 ms
6.5 ms
test_tpch_q21
py-polars/tests/benchmark/test_tpch.py::test_tpch_q21
CodSpeed Performance Gauge
0%
222.5 ms
222.1 ms
test_to_numpy_series_chunked
py-polars/tests/benchmark/interop/test_numpy.py::test_to_numpy_series_chunked
CodSpeed Performance Gauge
0%
275.3 µs
275 µs
test_groupby_h2oai_q8
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q8
CodSpeed Performance Gauge
0%
2.8 ms
2.8 ms
test_tpch_q10
py-polars/tests/benchmark/test_tpch.py::test_tpch_q10
CodSpeed Performance Gauge
-1%
6.4 ms
6.5 ms
test_filter1
py-polars/tests/benchmark/test_filter.py::test_filter1
CodSpeed Performance Gauge
-1%
757.5 µs
769 µs
test_groupby_h2oai_q5
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q5
CodSpeed Performance Gauge
-2%
1.8 ms
1.8 ms
test_tpch_q14
py-polars/tests/benchmark/test_tpch.py::test_tpch_q14
CodSpeed Performance Gauge
-2%
2.2 ms
2.2 ms
test_groupby_h2oai_q6
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q6
CodSpeed Performance Gauge
-2%
12.9 ms
13.2 ms
test_tpch_q12
py-polars/tests/benchmark/test_tpch.py::test_tpch_q12
CodSpeed Performance Gauge
-2%
6.4 ms
6.6 ms
test_tpch_q22
py-polars/tests/benchmark/test_tpch.py::test_tpch_q22
CodSpeed Performance Gauge
-2%
6.5 ms
6.7 ms
test_tpch_q7
py-polars/tests/benchmark/test_tpch.py::test_tpch_q7
CodSpeed Performance Gauge
-3%
9.1 ms
9.3 ms
test_groupby_h2oai_q2
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q2
CodSpeed Performance Gauge
-3%
4.5 ms
4.6 ms
test_tpch_q16
py-polars/tests/benchmark/test_tpch.py::test_tpch_q16
CodSpeed Performance Gauge
-3%
7 ms
7.2 ms
test_tpch_q19
py-polars/tests/benchmark/test_tpch.py::test_tpch_q19
CodSpeed Performance Gauge
-3%
7.7 ms
8 ms
test_tpch_q6
py-polars/tests/benchmark/test_tpch.py::test_tpch_q6
CodSpeed Performance Gauge
-3%
1.9 ms
2 ms
test_groupby_h2oai_q1
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q1
CodSpeed Performance Gauge
-4%
2.3 ms
2.4 ms
test_tpch_q2
py-polars/tests/benchmark/test_tpch.py::test_tpch_q2
CodSpeed Performance Gauge
-5%
4.8 ms
5.1 ms
test_tpch_q8
py-polars/tests/benchmark/test_tpch.py::test_tpch_q8
CodSpeed Performance Gauge
-7%
6 ms
6.5 ms
test_tpch_q15
py-polars/tests/benchmark/test_tpch.py::test_tpch_q15
CodSpeed Performance Gauge
-7%
2.6 ms
2.9 ms
test_groupby_h2oai_q7
py-polars/tests/benchmark/test_group_by.py::test_groupby_h2oai_q7
CodSpeed Performance Gauge
-16%
2 ms
2.3 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
01a65f0
0%
Implement DF binary
8bffd2a
6 months ago
by stinodego
0%
Update Expr serde
b12e40b
6 months ago
by stinodego
0%
Update doctests
560c3be
6 months ago
by stinodego
0%
Add test for serializing a scan
86860a3
6 months ago
by stinodego
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