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feat: add IndexTransform library for composable, lazy coordinate mappings

#3906
Comparing
d-v-b:refactor/simplify-indexing
(
732dddd
) with
main
(
7c78574
)
CodSpeed Performance Gauge
-18%
Improvement
4
Regression
14
Untouched
48
Skipped
6

Benchmarks

72 total
test_read_array[memory-Layout(shape=(1000000,), chunks=(1000,), shards=None)-None]
tests/benchmarks/test_e2e.py
CodSpeed Performance Gauge
-18%
275.7 ms336 ms
test_morton_order_iter[(30, 30, 30)]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
-15%
122.5 ms143.7 ms
test_morton_order_iter[(32, 32, 32)]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
-15%
147.1 ms172.2 ms
test_sharded_morton_write_single_chunk[(32, 32, 32)-memory]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
-14%
173.6 ms202.8 ms
test_morton_order_iter[(20, 20, 20)]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
-14%
35.8 ms41.6 ms
test_sharded_morton_write_single_chunk[(33, 33, 33)-memory]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
-14%
193.4 ms224.4 ms
test_morton_order_iter[(8, 8, 8)]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
-14%
2.4 ms2.8 ms
test_morton_order_iter[(16, 16, 16)]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
-13%
18.2 ms21 ms
test_sharded_morton_write_single_chunk[(30, 30, 30)-memory]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
-13%
146.5 ms168.8 ms
test_morton_order_iter[(33, 33, 33)]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
-13%
163.9 ms188.3 ms
test_morton_order_iter[(10, 10, 10)]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
-13%
4.7 ms5.4 ms
test_write_array[memory-Layout(shape=(1000000,), chunks=(1000,), shards=None)-gzip]
tests/benchmarks/test_e2e.py
CodSpeed Performance Gauge
-13%
1 s1.2 s
test_read_array[memory-Layout(shape=(1000000,), chunks=(1000,), shards=None)-gzip]
tests/benchmarks/test_e2e.py
CodSpeed Performance Gauge
-11%
578.8 ms652.6 ms
test_sharded_morton_single_chunk[(32, 32, 32)-memory]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
-11%
1.8 ms2 ms
test_write_array[local-Layout(shape=(1000000,), chunks=(1000,), shards=(1000,))-None]
tests/benchmarks/test_e2e.py
CodSpeed Performance Gauge
+36%
2.8 s2 s
test_write_array[local-Layout(shape=(1000000,), chunks=(1000,), shards=(1000,))-gzip]
tests/benchmarks/test_e2e.py
CodSpeed Performance Gauge
+25%
3.2 s2.6 s
test_write_array[memory-Layout(shape=(1000000,), chunks=(1000,), shards=(1000,))-None]
tests/benchmarks/test_e2e.py
CodSpeed Performance Gauge
+25%
1.6 s1.3 s
test_write_array[memory-Layout(shape=(1000000,), chunks=(1000,), shards=(1000,))-gzip]
tests/benchmarks/test_e2e.py
CodSpeed Performance Gauge
+11%
2.1 s1.9 s
test_write_array[memory-Layout(shape=(1000000,), chunks=(100,), shards=(1000000,))-None]
tests/benchmarks/test_e2e.py
CodSpeed Performance Gauge
+3%
5.3 s5.2 s
test_write_array[local-Layout(shape=(1000000,), chunks=(100,), shards=(1000000,))-None]
tests/benchmarks/test_e2e.py
CodSpeed Performance Gauge
+3%
5.3 s5.2 s
test_sharded_morton_indexing[(16, 16, 16)-memory]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
+1%
147.4 ms145.5 ms
test_sharded_morton_indexing_large[(32, 32, 32)-memory]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
+1%
9.3 s9.2 s
test_sharded_morton_indexing_large[(33, 33, 33)-memory]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
+1%
10.2 s10.1 s
test_sharded_morton_indexing_large[(30, 30, 30)-memory]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
+1%
7.7 s7.6 s
test_sharded_morton_indexing[(32, 32, 32)-memory]
tests/benchmarks/test_indexing.py
CodSpeed Performance Gauge
+1%
1.2 s1.2 s

Commits

Click on a commit to change the comparison range
Base
main
7c78574
-17.94%
Merge branch 'main' into refactor/simplify-indexing
732dddd
2 days ago
by d-v-b
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