--- /srv/reproducible-results/rbuild-debian/r-b-build.JzXBloSU/b1/numpy_2.2.2+ds-2_arm64.changes +++ /srv/reproducible-results/rbuild-debian/r-b-build.JzXBloSU/b2/numpy_2.2.2+ds-2_arm64.changes ├── Files │ @@ -1,5 +1,5 @@ │ │ - c8368b2f7931b3cce08724c7fbf5e948 5811552 doc optional python-numpy-doc_2.2.2+ds-2_all.deb │ + d469f6e50047d238672c0562ecb611c9 5811436 doc optional python-numpy-doc_2.2.2+ds-2_all.deb │ 88d44eb20f4280ed39ce9ae5cc43f9f6 28633924 debug optional python3-numpy-dbgsym_2.2.2+ds-2_arm64.deb │ 8fb76d66fb6a0644c2be36d32b977443 135200 python optional python3-numpy-dev_2.2.2+ds-2_arm64.deb │ 49241d89960d9d11003489c1d2dc32f7 4128632 python optional python3-numpy_2.2.2+ds-2_arm64.deb ├── python-numpy-doc_2.2.2+ds-2_all.deb │ ├── file list │ │ @@ -1,3 +1,3 @@ │ │ -rw-r--r-- 0 0 0 4 2025-01-26 20:02:29.000000 debian-binary │ │ --rw-r--r-- 0 0 0 64836 2025-01-26 20:02:29.000000 control.tar.xz │ │ --rw-r--r-- 0 0 0 5746524 2025-01-26 20:02:29.000000 data.tar.xz │ │ +-rw-r--r-- 0 0 0 64828 2025-01-26 20:02:29.000000 control.tar.xz │ │ +-rw-r--r-- 0 0 0 5746416 2025-01-26 20:02:29.000000 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 2025-01-26 20:02:29.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.wald.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 46891 2025-01-26 20:02:29.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.weibull.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45382 2025-01-26 20:02:29.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.zipf.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 82403 2025-01-26 20:02:29.000000 ./usr/share/doc/python-numpy/html/reference/random/generator.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45982 2025-01-26 20:02:29.000000 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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)
│ │ │ │     ...: 
│ │ │ │ -948 us +- 44.1 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -2.53 ms +- 18 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +935 us +- 45.4 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +2.57 ms +- 164 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)
│ │ │ │     ...: 
│ │ │ │ -802 us +- 22.8 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -1.9 ms +- 45.7 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +809 us +- 26.8 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +1.82 ms +- 76.5 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)
│ │ │ │     ...: 
│ │ │ │ -2.35 ms +- 26.6 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -4.48 ms +- 24.6 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +2.33 ms +- 16.5 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +4.48 ms +- 20.5 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([0.79819486, 0.355267  , 0.6147047 ])
│ │ │ │ +Out[7]: array([0.71252806, 0.30697903, 0.47754345])
│ │ │ │  
│ │ │ │  In [8]: rng.random(3, dtype=np.float32)
│ │ │ │ -Out[8]: array([0.81918645, 0.02769953, 0.48200166], dtype=float32)
│ │ │ │ +Out[8]: array([0.92524886, 0.79389125, 0.03102648], dtype=float32)
│ │ │ │  
│ │ │ │  In [9]: rng.integers(0, 256, size=3, dtype=np.uint8)
│ │ │ │ -Out[9]: array([165, 112, 106], dtype=uint8)
│ │ │ │ +Out[9]: array([150,   2,  17], dtype=uint8)
│ │ │ │  
│ │ │ │
│ │ │ │