--- /srv/reproducible-results/rbuild-debian/r-b-build.Bhe7UtWe/b1/numpy_2.2.4+ds-1_i386.changes +++ /srv/reproducible-results/rbuild-debian/r-b-build.Bhe7UtWe/b2/numpy_2.2.4+ds-1_i386.changes ├── Files │ @@ -1,5 +1,5 @@ │ │ - ec57c3af03287470732dff9db408b88c 5814320 doc optional python-numpy-doc_2.2.4+ds-1_all.deb │ + a9bda27846303a39e116f9b2c7cc5ddb 5813972 doc optional python-numpy-doc_2.2.4+ds-1_all.deb │ d6fcb46411900e5db7d5fe338a86fc95 29558272 debug optional python3-numpy-dbgsym_2.2.4+ds-1_i386.deb │ df1588b87ce74d5a57d75cf3abc9309d 145412 python optional python3-numpy-dev_2.2.4+ds-1_i386.deb │ 7b549317f7f472ce978ceb0b2d7b3271 5060276 python optional python3-numpy_2.2.4+ds-1_i386.deb ├── python-numpy-doc_2.2.4+ds-1_all.deb │ ├── file list │ │ @@ -1,3 +1,3 @@ │ │ -rw-r--r-- 0 0 0 4 2025-04-01 19:45:23.000000 debian-binary │ │ -rw-r--r-- 0 0 0 64888 2025-04-01 19:45:23.000000 control.tar.xz │ │ --rw-r--r-- 0 0 0 5749240 2025-04-01 19:45:23.000000 data.tar.xz │ │ +-rw-r--r-- 0 0 0 5748892 2025-04-01 19:45:23.000000 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 2025-04-01 19:45:23.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.wald.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 47423 2025-04-01 19:45:23.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.weibull.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45546 2025-04-01 19:45:23.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.zipf.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 82403 2025-04-01 19:45:23.000000 ./usr/share/doc/python-numpy/html/reference/random/generator.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45982 2025-04-01 19:45:23.000000 ./usr/share/doc/python-numpy/html/reference/random/index.html │ │ │ │ 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2025-04-01 19:45:23.000000 ./usr/share/doc/python-numpy/html/user/basics.html │ │ │ ├── ./usr/share/doc/python-numpy/html/reference/random/new-or-different.html │ │ │ │ @@ -536,30 +536,30 @@ │ │ │ │
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)
│ │ │ │     ...: 
│ │ │ │ -7.3 ms +- 72.9 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -14.6 ms +- 36.9 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +4.15 ms +- 79.9 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +6.2 ms +- 22.2 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)
│ │ │ │     ...: 
│ │ │ │ -6.17 ms +- 61.5 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -17.4 ms +- 223 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +3.46 ms +- 15.6 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +5.83 ms +- 11.3 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)
│ │ │ │     ...: 
│ │ │ │ -27.1 ms +- 302 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -32.6 ms +- 522 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +12.1 ms +- 18.6 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +14.2 ms +- 12 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([0.23463919, 0.72393835, 0.14778879])
│ │ │ │ +Out[7]: array([0.62899335, 0.03774   , 0.21407664])
│ │ │ │  
│ │ │ │  In [8]: rng.random(3, dtype=np.float32)
│ │ │ │ -Out[8]: array([0.87651783, 0.8591692 , 0.7715133 ], dtype=float32)
│ │ │ │ +Out[8]: array([0.32505184, 0.85750914, 0.6715027 ], dtype=float32)
│ │ │ │  
│ │ │ │  In [9]: rng.integers(0, 256, size=3, dtype=np.uint8)
│ │ │ │ -Out[9]: array([153,  30, 207], dtype=uint8)
│ │ │ │ +Out[9]: array([232, 105, 192], dtype=uint8)
│ │ │ │  
│ │ │ │
│ │ │ │