PyO3
pyo3
Blog
Docs
Changelog
Blog
Docs
Changelog
Overview
Branches
Benchmarks
Runs
deprecate `IntoPy` in favor or `IntoPyObject`
#4618
Merged
Comparing
Icxolu:deprecate/into-py
(
593a479
) with
main
(
2d3bdc0
)
CodSpeed Performance Gauge
+16%
Improvements
5
Untouched
76
Ignored
19
Benchmarks
Improved
test_args_kwargs_rs
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
+16%
15.8 µs
13.6 µs
test_simple_kwargs_rs
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
+15%
21.6 µs
18.8 µs
test_args_kwargs_py
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
+14%
21.1 µs
18.5 µs
test_simple_kwargs_py
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
+12%
22.3 µs
20 µs
test_empty_class_init_py
pytests/tests/test_pyclasses.py
CodSpeed Performance Gauge
+10%
15.3 µs
13.9 µs
Passed
test_simple_args_kwargs_rs
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
+7%
20.6 µs
19.2 µs
test_simple_args_kwargs_py
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
+6%
21.3 µs
20 µs
test_simple_args_py
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
+4%
18.1 µs
17.4 µs
test_simple_args_rs
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
+4%
20.4 µs
19.7 µs
bytes_new_medium
pyo3-benches/benches/bench_intopyobject.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
+4%
1.7 µs
1.6 µs
ordered_dunder_methods
pyo3-benches/benches/bench_comparisons.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
+3%
3 µs
2.9 µs
test_simple_rs
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
+3%
18.9 µs
18.4 µs
test_simple_py
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
+3%
17.5 µs
17 µs
vec_into_pyobject
pyo3-benches/benches/bench_intopyobject.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
+2%
2.7 µs
2.6 µs
getattr_intern
pyo3-benches/benches/bench_intern.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
+2%
3 µs
3 µs
byte_slice_into_py
pyo3-benches/benches/bench_intopyobject.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
+2%
1.7 µs
1.7 µs
byte_slice_into_pyobject_medium
pyo3-benches/benches/bench_intopyobject.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
+2%
1.7 µs
1.7 µs
err_new_restore_and_fetch
pyo3-benches/benches/bench_err.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
+2%
7.8 µs
7.7 µs
enum_from_pyobject
pyo3-benches/benches/bench_frompyobject.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
+2%
19.2 µs
18.9 µs
not_a_list_via_extract_enum
pyo3-benches/benches/bench_frompyobject.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
+1%
13.5 µs
13.4 µs
drop_many_objects_without_gil
pyo3-benches/benches/bench_pyobject.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
+1%
40.8 µs
40.5 µs
identify_object_type
pyo3-benches/benches/bench_any.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
14.9 µs
14.8 µs
list_get_item
pyo3-benches/benches/bench_list.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
4.1 ms
4.1 ms
call_method
pyo3-benches/benches/bench_call.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
1.4 ms
1.4 ms
drop_many_objects
pyo3-benches/benches/bench_pyobject.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
11.4 µs
11.3 µs
extract_int_extract_fail
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
11.5 µs
11.5 µs
decimal_via_extract
pyo3-benches/benches/bench_decimal.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
14.6 µs
14.6 µs
call_method_0
pyo3-benches/benches/bench_call.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
592.7 µs
592.2 µs
call_one_arg
pyo3-benches/benches/bench_call.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
348 µs
347.7 µs
call_1
pyo3-benches/benches/bench_call.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
380.5 µs
380.3 µs
call_method_one_arg
pyo3-benches/benches/bench_call.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
966.4 µs
965.8 µs
call
pyo3-benches/benches/bench_call.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
756.7 µs
756.4 µs
bytes_new_large
pyo3-benches/benches/bench_intopyobject.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
176.9 µs
176.9 µs
extract_hashmap
pyo3-benches/benches/bench_dict.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
20.8 ms
20.8 ms
tuple_get_borrowed_item
pyo3-benches/benches/bench_tuple.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
3.9 ms
3.9 ms
tuple_get_item
pyo3-benches/benches/bench_tuple.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
4.1 ms
4.1 ms
extract_btreemap
pyo3-benches/benches/bench_dict.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
37.8 ms
37.8 ms
tuple_get_borrowed_item_unchecked
pyo3-benches/benches/bench_tuple.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
3.4 ms
3.4 ms
iter_dict
pyo3-benches/benches/bench_dict.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
11.4 ms
11.4 ms
list_new
pyo3-benches/benches/bench_list.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
7.2 ms
7.2 ms
dict_new
pyo3-benches/benches/bench_dict.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
25.8 ms
25.8 ms
tuple_get_item_unchecked
pyo3-benches/benches/bench_tuple.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
3.6 ms
3.6 ms
extract_str_extract_fail
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
2 µs
2 µs
tuple_new_list
pyo3-benches/benches/bench_tuple.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
2.1 ms
2.1 ms
tuple_into_py
pyo3-benches/benches/bench_tuple.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
3 µs
3 µs
extract_float_extract_fail
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
11.7 µs
11.7 µs
vec_into_py
pyo3-benches/benches/bench_intopyobject.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
9.8 µs
9.8 µs
err_new_without_gil
pyo3-benches/benches/bench_err.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
1.3 µs
1.3 µs
clean_acquire_gil
pyo3-benches/benches/bench_gil.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
3.3 µs
3.3 µs
tuple_new
pyo3-benches/benches/bench_tuple.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
7.1 ms
7.1 ms
iter_tuple
pyo3-benches/benches/bench_tuple.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
5.9 ms
5.9 ms
dict_get_item
pyo3-benches/benches/bench_dict.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
16.3 ms
16.3 ms
set_new
pyo3-benches/benches/bench_set.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
15.1 ms
15.1 ms
collect_generic_iterator
pyo3-benches/benches/bench_any.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
105.9 ms
105.9 ms
tuple_to_list
pyo3-benches/benches/bench_tuple.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
1.6 ms
1.6 ms
iter_set
pyo3-benches/benches/bench_set.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
10.5 ms
10.5 ms
iter_list
pyo3-benches/benches/bench_list.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
6.7 ms
6.7 ms
extract_hashbrown_map
pyo3-benches/benches/bench_dict.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
18 ms
18 ms
list_get_item_unchecked
pyo3-benches/benches/bench_list.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
3.6 ms
3.6 ms
extract_hashset
pyo3-benches/benches/bench_set.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
20.5 ms
20.5 ms
byte_slice_into_pyobject_large
pyo3-benches/benches/bench_intopyobject.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
176.9 µs
176.9 µs
extract_hashbrown_set
pyo3-benches/benches/bench_set.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
16 ms
16 ms
call_0
pyo3-benches/benches/bench_call.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
196.5 µs
196.6 µs
extract_btreeset
pyo3-benches/benches/bench_set.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
15.6 ms
15.6 ms
call_method_1
pyo3-benches/benches/bench_call.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
0%
1 ms
1 ms
test_empty_class_init
pytests/tests/test_pyclasses.py
CodSpeed Performance Gauge
0%
21.3 µs
21.4 µs
dirty_acquire_gil
pyo3-benches/benches/bench_gil.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
-1%
4.8 µs
4.9 µs
first_time_init
pyo3-benches/benches/bench_pyclass.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
-1%
39.2 µs
39.5 µs
extract_bigint_huge_negative
pyo3-benches/benches/bench_bigint.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
-1%
13 µs
13 µs
extract_bigint_extract_fail
pyo3-benches/benches/bench_bigint.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
-1%
11.7 µs
11.8 µs
extract_bigint_huge_positive
pyo3-benches/benches/bench_bigint.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
-1%
11.8 µs
12 µs
ordered_richcmp
pyo3-benches/benches/bench_comparisons.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
-1%
2.8 µs
2.9 µs
test_method_call_py
pytests/tests/test_pyclasses.py
CodSpeed Performance Gauge
-1%
13.2 µs
13.4 µs
test_proto_call
pytests/tests/test_pyclasses.py
CodSpeed Performance Gauge
-2%
13 µs
13.2 µs
test_proto_call_py
pytests/tests/test_pyclasses.py
CodSpeed Performance Gauge
-2%
13.7 µs
13.9 µs
extract_bigint_big_negative
pyo3-benches/benches/bench_bigint.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
-2%
3.7 µs
3.8 µs
test_none_py
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
-3%
11.9 µs
12.2 µs
test_none_rs
pytests/tests/test_pyfunctions.py
CodSpeed Performance Gauge
-3%
11.8 µs
12.1 µs
extract_bigint_big_positive
pyo3-benches/benches/bench_bigint.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
-3%
3.5 µs
3.6 µs
extract_bigint_small
pyo3-benches/benches/bench_bigint.rs::benches::criterion_benchmark
CodSpeed Performance Gauge
-6%
2.6 µs
2.8 µs
test_method_call
pytests/tests/test_pyclasses.py
CodSpeed Performance Gauge
-7%
13.2 µs
14.2 µs
Ignored
mapping_from_dict
pyo3-benches/benches/bench_dict.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
-10%
270.8 ns
300 ns
bytes_new_small
pyo3-benches/benches/bench_intopyobject.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
+8%
394.4 ns
365.3 ns
byte_slice_into_pyobject_small
pyo3-benches/benches/bench_intopyobject.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
0%
394.4 ns
394.4 ns
sequence_from_tuple
pyo3-benches/benches/bench_tuple.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
-6%
425.8 ns
455 ns
extract_str_downcast_success
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
0%
552.2 ns
552.2 ns
extract_str_extract_success
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
-6%
460.3 ns
489.4 ns
extract_str_downcast_fail
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
+7%
425.8 ns
396.7 ns
extract_int_downcast_fail
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
+7%
426.1 ns
396.9 ns
extract_int_extract_success
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
+6%
523.6 ns
494.4 ns
extract_float_extract_success
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
0%
363.6 ns
363.6 ns
extract_float_downcast_fail
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
+7%
425.8 ns
396.7 ns
extract_int_downcast_success
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
+10%
617.2 ns
558.9 ns
extract_float_downcast_success
pyo3-benches/benches/bench_extract.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
-16%
149.2 ns
178.3 ns
list_via_downcast
pyo3-benches/benches/bench_frompyobject.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
0%
149.2 ns
149.2 ns
list_via_extract
pyo3-benches/benches/bench_frompyobject.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
-14%
183.6 ns
212.8 ns
not_a_list_via_downcast
pyo3-benches/benches/bench_frompyobject.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
-7%
396.7 ns
425.8 ns
not_a_list_via_extract
pyo3-benches/benches/bench_frompyobject.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
+1%
2.1 µs
2 µs
sequence_from_list
pyo3-benches/benches/bench_list.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
+12%
270.8 ns
241.7 ns
getattr_direct
pyo3-benches/benches/bench_intern.rs::benches::criterion_benchmark
Ignored
CodSpeed Performance Gauge
+3%
6.9 µs
6.7 µs
Commits
Click on a commit to change the comparison range
Base
main
2d3bdc0
+0.25%
add newsfragment
ff7cb80
1 year ago
by Icxolu
+15.6%
apply review comments Co-authored-by: David Hewitt <mail@davidhewitt.dev>
593a479
1 year ago
by Icxolu
© 2026 CodSpeed Technology
Home
Terms
Privacy
Docs