--- /srv/reproducible-results/rbuild-debian/r-b-build.UjAiqi6M/b1/numpy_2.2.4+ds-1.2_arm64.changes +++ /srv/reproducible-results/rbuild-debian/r-b-build.UjAiqi6M/b2/numpy_2.2.4+ds-1.2_arm64.changes ├── Files │ @@ -1,5 +1,5 @@ │ │ - ed64247277f03add106396214396d477 5807884 doc optional python-numpy-doc_2.2.4+ds-1.2_all.deb │ + 115d385b10dfd93216677ba19b948e3e 5807952 doc optional python-numpy-doc_2.2.4+ds-1.2_all.deb │ 11c761cb3614185a39b982f88823a78f 14207256 debug optional python3-numpy-dbgsym_2.2.4+ds-1.2_arm64.deb │ c0cbd4b003ff88afdbfa668cce7cae5d 138484 python optional python3-numpy-dev_2.2.4+ds-1.2_arm64.deb │ 8a68428d1b00e098c3b18a8d1908d801 3619724 python optional python3-numpy_2.2.4+ds-1.2_arm64.deb ├── python-numpy-doc_2.2.4+ds-1.2_all.deb │ ├── file list │ │ @@ -1,3 +1,3 @@ │ │ -rw-r--r-- 0 0 0 4 2025-09-05 09:56:25.000000 debian-binary │ │ --rw-r--r-- 0 0 0 64952 2025-09-05 09:56:25.000000 control.tar.xz │ │ --rw-r--r-- 0 0 0 5742740 2025-09-05 09:56:25.000000 data.tar.xz │ │ +-rw-r--r-- 0 0 0 64948 2025-09-05 09:56:25.000000 control.tar.xz │ │ +-rw-r--r-- 0 0 0 5742812 2025-09-05 09:56:25.000000 data.tar.xz │ ├── control.tar.xz │ │ ├── control.tar │ │ │ ├── ./md5sums │ │ │ │ ├── ./md5sums │ │ │ │ │┄ Files differ │ ├── data.tar.xz │ │ ├── data.tar │ │ │ ├── file list │ │ │ │ @@ -2579,15 +2579,15 @@ │ │ │ │ -rw-r--r-- 0 root (0) root (0) 42758 2025-09-05 09:56:25.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.wald.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 47423 2025-09-05 09:56:25.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.weibull.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45541 2025-09-05 09:56:25.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.zipf.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 82271 2025-09-05 09:56:25.000000 ./usr/share/doc/python-numpy/html/reference/random/generator.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45868 2025-09-05 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In [1]: import numpy.random
│ │ │ │  
│ │ │ │  In [2]: rng = np.random.default_rng()
│ │ │ │  
│ │ │ │  In [3]: %timeit -n 1 rng.standard_normal(100000)
│ │ │ │     ...: %timeit -n 1 numpy.random.standard_normal(100000)
│ │ │ │     ...: 
│ │ │ │ -942 us +- 46.4 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -2.42 ms +- 53.5 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +1.03 ms +- 41.5 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +2.43 ms +- 61.1 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │  
│ │ │ │
│ │ │ │
In [4]: %timeit -n 1 rng.standard_exponential(100000)
│ │ │ │     ...: %timeit -n 1 numpy.random.standard_exponential(100000)
│ │ │ │     ...: 
│ │ │ │ -791 us +- 17 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -1.69 ms +- 21 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +846 us +- 16.6 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +1.69 ms +- 15.2 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │  
│ │ │ │
│ │ │ │
In [5]: %timeit -n 1 rng.standard_gamma(3.0, 100000)
│ │ │ │     ...: %timeit -n 1 numpy.random.standard_gamma(3.0, 100000)
│ │ │ │     ...: 
│ │ │ │ -2.33 ms +- 30.5 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -4.11 ms +- 18.1 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +2.45 ms +- 37.3 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +4.11 ms +- 20.6 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │  
│ │ │ │
│ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │
In [6]: rng = np.random.default_rng()
│ │ │ │  
│ │ │ │  In [7]: rng.random(3, dtype=np.float64)
│ │ │ │ -Out[7]: array([0.88856232, 0.32971054, 0.90031769])
│ │ │ │ +Out[7]: array([0.36919815, 0.60638863, 0.47996042])
│ │ │ │  
│ │ │ │  In [8]: rng.random(3, dtype=np.float32)
│ │ │ │ -Out[8]: array([0.7861685 , 0.02719402, 0.6552592 ], dtype=float32)
│ │ │ │ +Out[8]: array([0.5662515 , 0.57912993, 0.15133274], dtype=float32)
│ │ │ │  
│ │ │ │  In [9]: rng.integers(0, 256, size=3, dtype=np.uint8)
│ │ │ │ -Out[9]: array([167, 232, 239], dtype=uint8)
│ │ │ │ +Out[9]: array([ 99,  14, 108], dtype=uint8)
│ │ │ │  
│ │ │ │
│ │ │ │