--- /srv/reproducible-results/rbuild-debian/r-b-build.SpjQZP3d/b1/numpy_2.2.3+ds-2_arm64.changes +++ /srv/reproducible-results/rbuild-debian/r-b-build.SpjQZP3d/b2/numpy_2.2.3+ds-2_arm64.changes ├── Files │ @@ -1,5 +1,5 @@ │ │ - e193ff5fabaa07fefc7fb417d9eef4d5 5812312 doc optional python-numpy-doc_2.2.3+ds-2_all.deb │ + 7d545bd7a91f5efce0a96b6abf0685f3 5812220 doc optional python-numpy-doc_2.2.3+ds-2_all.deb │ 9d1c696a0890513e7fc13f7ad84abdf5 28802504 debug optional python3-numpy-dbgsym_2.2.3+ds-2_arm64.deb │ 3c16155db12db9a63d33f2906ae4b232 135436 python optional python3-numpy-dev_2.2.3+ds-2_arm64.deb │ 9777387a460890c5d50dbdd0fbba0d09 4133128 python optional python3-numpy_2.2.3+ds-2_arm64.deb ├── python-numpy-doc_2.2.3+ds-2_all.deb │ ├── file list │ │ @@ -1,3 +1,3 @@ │ │ -rw-r--r-- 0 0 0 4 2025-02-20 10:56:23.000000 debian-binary │ │ --rw-r--r-- 0 0 0 64816 2025-02-20 10:56:23.000000 control.tar.xz │ │ --rw-r--r-- 0 0 0 5747304 2025-02-20 10:56:23.000000 data.tar.xz │ │ +-rw-r--r-- 0 0 0 64836 2025-02-20 10:56:23.000000 control.tar.xz │ │ +-rw-r--r-- 0 0 0 5747192 2025-02-20 10:56:23.000000 data.tar.xz │ ├── control.tar.xz │ │ ├── control.tar │ │ │ ├── ./md5sums │ │ │ │ ├── ./md5sums │ │ │ │ │┄ Files differ │ ├── data.tar.xz │ │ ├── data.tar │ │ │ ├── file list │ │ │ │ @@ -2578,15 +2578,15 @@ │ │ │ │ -rw-r--r-- 0 root (0) root (0) 42758 2025-02-20 10:56:23.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.wald.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 46891 2025-02-20 10:56:23.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.weibull.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45382 2025-02-20 10:56:23.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.zipf.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 82403 2025-02-20 10:56:23.000000 ./usr/share/doc/python-numpy/html/reference/random/generator.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45982 2025-02-20 10:56:23.000000 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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)
│ │ │ │     ...: 
│ │ │ │ -1.02 ms +- 50.1 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -2.5 ms +- 23.6 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +1.03 ms +- 55.5 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +2.5 ms +- 18.1 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)
│ │ │ │     ...: 
│ │ │ │ -1 ms +- 13 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -1.76 ms +- 16.6 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +989 us +- 56.9 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +1.78 ms +- 41.5 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)
│ │ │ │     ...: 
│ │ │ │ -2.48 ms +- 47.8 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -4.47 ms +- 18.5 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +2.46 ms +- 20.5 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +4.48 ms +- 24.5 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([0.96793645, 0.5155824 , 0.79586284])
│ │ │ │ +Out[7]: array([0.45851992, 0.87310644, 0.99868124])
│ │ │ │  
│ │ │ │  In [8]: rng.random(3, dtype=np.float32)
│ │ │ │ -Out[8]: array([0.54442155, 0.16678327, 0.72702813], dtype=float32)
│ │ │ │ +Out[8]: array([0.76738876, 0.00512075, 0.16780466], dtype=float32)
│ │ │ │  
│ │ │ │  In [9]: rng.integers(0, 256, size=3, dtype=np.uint8)
│ │ │ │ -Out[9]: array([151, 231,  41], dtype=uint8)
│ │ │ │ +Out[9]: array([191, 200, 118], dtype=uint8)
│ │ │ │  
│ │ │ │
│ │ │ │