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  • Requires: Python >=3.10

Project description

python-rust-intervaltree

Blazing fast interval tree implementation in Rust for Python

Setup

mise use uv
mise use rust
uv run pytest -k compare  # Run comparison test suite

Build for development

Whenever you update the Rust implementation:

uv run maturin develop
uv run pytest tests

Benchmark

uv run pytest benchmark --benchmark-columns="mean, stddev, ops"

--------------------------------------- benchmark 'add': 2 tests ---------------------------------------
Name (time in ns)         Mean              StdDev            OPS (Mops/s)            Rounds  Iterations
--------------------------------------------------------------------------------------------------------
test_crabtree         108.2486 (1.0)        5.7141 (1.0)            9.2380 (1.0)       94118         100
test_intervaltree     591.4424 (5.46)     219.7266 (38.45)          1.6908 (0.18)     102135           1
--------------------------------------------------------------------------------------------------------

-------------------------------------- benchmark 'at': 2 tests ---------------------------------------
Name (time in us)         Mean            StdDev            OPS (Kops/s)            Rounds  Iterations
------------------------------------------------------------------------------------------------------
test_crabtree          32.9287 (1.0)      2.1191 (1.0)           30.3687 (1.0)       23599           1
test_intervaltree     140.2424 (4.26)     5.6647 (2.67)           7.1305 (0.23)       5857           1
------------------------------------------------------------------------------------------------------

------------------------------- benchmark 'instanciation': 2 tests ------------------------------
Name (time in ms)        Mean            StdDev                 OPS            Rounds  Iterations
-------------------------------------------------------------------------------------------------
test_crabtree          1.5824 (1.0)      0.0521 (1.0)      631.9484 (1.0)         589           1
test_intervaltree     48.3733 (30.57)    1.2204 (23.44)     20.6726 (0.03)         21           1
-------------------------------------------------------------------------------------------------

---------------------------------- benchmark 'merge_overlaps': 2 tests -----------------------------------
Name (time in ns)           Mean              StdDev            OPS (Kops/s)            Rounds  Iterations
----------------------------------------------------------------------------------------------------------
test_crabtree            78.6891 (1.0)       14.6320 (1.0)       12,708.2331 (1.0)         736           1
test_intervaltree     5,927.3480 (75.33)    989.6877 (67.64)        168.7095 (0.01)         43           1
----------------------------------------------------------------------------------------------------------

----------------------------------- benchmark 'overlap': 2 tests -----------------------------------
Name (time in ms)           Mean            StdDev                 OPS            Rounds  Iterations
----------------------------------------------------------------------------------------------------
test_crabtree             2.7506 (1.0)      0.0407 (1.0)      363.5539 (1.0)         356           1
test_intervaltree     2,152.4318 (782.53)   2.8911 (71.04)      0.4646 (0.00)          5           1
----------------------------------------------------------------------------------------------------

-------------------------------- benchmark 'overlaps_interval': 2 tests -------------------------------
Name (time in ns)         Mean             StdDev            OPS (Mops/s)            Rounds  Iterations
-------------------------------------------------------------------------------------------------------
test_crabtree          70.6958 (1.0)       4.7965 (1.0)           14.1451 (1.0)      136352         100
test_intervaltree     544.0188 (7.70)     29.8408 (6.22)           1.8382 (0.13)      77424          20
-------------------------------------------------------------------------------------------------------

------------------------------------ benchmark 'overlaps_point': 2 tests -------------------------------------
Name (time in ns)             Mean                StdDev            OPS (Kops/s)            Rounds  Iterations
--------------------------------------------------------------------------------------------------------------
test_crabtree              53.7363 (1.0)          6.1619 (1.0)       18,609.3773 (1.0)      190476         100
test_intervaltree     201,367.2773 (>1000.0)  8,738.5716 (>1000.0)        4.9661 (0.00)       4620           1

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  • Requires: Python >=3.10

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MD5 a098817ad4bc002e599533b4785325f2
BLAKE2b-256 e1770cac3871053a73c1ffdb4c3e21eeef9db2e771cd468d8d602305e7b1e84b

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