--- /srv/reproducible-results/rbuild-debian/r-b-build.smvmLap4/b1/numpy_2.2.3+ds-5_arm64.changes +++ /srv/reproducible-results/rbuild-debian/r-b-build.smvmLap4/b2/numpy_2.2.3+ds-5_arm64.changes ├── Files │ @@ -1,5 +1,5 @@ │ │ - 81590e859a535d93064dfdcdf6cb0f20 5811684 doc optional python-numpy-doc_2.2.3+ds-5_all.deb │ + 1dc0f98d6d6bd7a7754f86da8f60c722 5811696 doc optional python-numpy-doc_2.2.3+ds-5_all.deb │ 3378b7732053d210d6587f3e4f54a631 14376308 debug optional python3-numpy-dbgsym_2.2.3+ds-5_arm64.deb │ 2fb069c89762b4d9883e4eb3c4b60efe 136044 python optional python3-numpy-dev_2.2.3+ds-5_arm64.deb │ 8c85ab08528f6f73d38fe6acd7144aeb 3595824 python optional python3-numpy_2.2.3+ds-5_arm64.deb ├── python-numpy-doc_2.2.3+ds-5_all.deb │ ├── file list │ │ @@ -1,3 +1,3 @@ │ │ -rw-r--r-- 0 0 0 4 2025-03-09 20:14:24.000000 debian-binary │ │ --rw-r--r-- 0 0 0 64888 2025-03-09 20:14:24.000000 control.tar.xz │ │ --rw-r--r-- 0 0 0 5746604 2025-03-09 20:14:24.000000 data.tar.xz │ │ +-rw-r--r-- 0 0 0 64868 2025-03-09 20:14:24.000000 control.tar.xz │ │ +-rw-r--r-- 0 0 0 5746636 2025-03-09 20:14:24.000000 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 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.wald.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 46891 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.weibull.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45382 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.zipf.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 82403 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/random/generator.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45982 2025-03-09 20:14:24.000000 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./usr/share/doc/python-numpy/html/reference/random/upgrading-pcg64.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45998 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/routines.array-creation.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 50957 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/routines.array-manipulation.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 27535 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/routines.bitwise.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 54450 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/routines.char.html │ │ │ │ @@ -2754,15 +2754,15 @@ │ │ │ │ -rw-r--r-- 0 root (0) root (0) 46199 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/release/2.2.0-notes.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 31563 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/release/2.2.1-notes.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 32256 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/release/2.2.2-notes.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 32747 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/release/2.2.3-notes.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 13407 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/release/template.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 90523 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/release.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 12397 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/search.html │ │ │ │ --rw-r--r-- 0 root (0) root (0) 2686410 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/searchindex.js │ │ │ │ +-rw-r--r-- 0 root (0) root (0) 2686428 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/searchindex.js │ │ │ │ drwxr-xr-x 0 root (0) root (0) 0 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/user/ │ │ │ │ -rw-r--r-- 0 root (0) root (0) 177614 2025-03-09 20:14:24.000000 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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 +- 53.6 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -2.57 ms +- 68.7 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +935 us +- 46.7 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +2.54 ms +- 43.2 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)
│ │ │ │     ...: 
│ │ │ │ -1 ms +- 15.6 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -1.88 ms +- 18.7 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +799 us +- 18.1 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +1.88 ms +- 14.3 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)
│ │ │ │     ...: 
│ │ │ │ -2.47 ms +- 22.2 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -7.95 ms +- 3.34 ms per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +2.34 ms +- 29.3 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +4.47 ms +- 19.3 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([0.26314191, 0.23305205, 0.21018643])
│ │ │ │ +Out[7]: array([0.22978782, 0.08194945, 0.27917787])
│ │ │ │  
│ │ │ │  In [8]: rng.random(3, dtype=np.float32)
│ │ │ │ -Out[8]: array([0.1394285 , 0.46245968, 0.24632704], dtype=float32)
│ │ │ │ +Out[8]: array([0.0332737 , 0.40015244, 0.07163864], dtype=float32)
│ │ │ │  
│ │ │ │  In [9]: rng.integers(0, 256, size=3, dtype=np.uint8)
│ │ │ │ -Out[9]: array([140, 155,   8], dtype=uint8)
│ │ │ │ +Out[9]: array([ 42, 218,  66], dtype=uint8)
│ │ │ │  
│ │ │ │
│ │ │ │