From d96a9d85175061ffe378f398812bcbcb7049a761 Mon Sep 17 00:00:00 2001 From: crusaderky Date: Mon, 29 Apr 2019 14:15:00 +0100 Subject: [PATCH] Remove V cache (#6) Disable V cache; compress directions file --- .gitignore | 3 - .stickler.yml | 5 - MANIFEST.in | 3 +- doc/whats-new.rst | 1 + notebooks/tail_dependence.ipynb | 10 +- pyscenarios/kernels/__init__.py | 0 pyscenarios/new-joe-kuo-6.21201.txt.xz | Bin 0 -> 589176 bytes pyscenarios/resources/__init__.py | 0 pyscenarios/resources/new-joe-kuo-6.21201.txt | 21201 ---------------- pyscenarios/sobol.py | 62 +- pyscenarios/tests/test_copula.py | 14 +- setup.py | 7 +- 12 files changed, 41 insertions(+), 21265 deletions(-) delete mode 100644 .stickler.yml delete mode 100644 pyscenarios/kernels/__init__.py create mode 100644 pyscenarios/new-joe-kuo-6.21201.txt.xz delete mode 100644 pyscenarios/resources/__init__.py delete mode 100644 pyscenarios/resources/new-joe-kuo-6.21201.txt diff --git a/.gitignore b/.gitignore index b31f295..3ba1755 100644 --- a/.gitignore +++ b/.gitignore @@ -58,6 +58,3 @@ pyscenarios/version.py doc/_build _build - -# Precompiled SOBOL directions -pyscenarios/resources/*.npy \ No newline at end of file diff --git a/.stickler.yml b/.stickler.yml deleted file mode 100644 index 596fb12..0000000 --- a/.stickler.yml +++ /dev/null @@ -1,5 +0,0 @@ -linters: - flake8: - max-line-length: 79 - fixer: false - ignore: I002 diff --git a/MANIFEST.in b/MANIFEST.in index 76d509b..644f9f4 100644 --- a/MANIFEST.in +++ b/MANIFEST.in @@ -1,5 +1,4 @@ -include pyscenarios/resources/*.txt -exclude pyscenarios/resources/*.npy +include pyscenarios/*.txt.xz include LICENSE recursive-include doc * prune doc/_build diff --git a/doc/whats-new.rst b/doc/whats-new.rst index 3417030..2182008 100644 --- a/doc/whats-new.rst +++ b/doc/whats-new.rst @@ -12,6 +12,7 @@ v0.2.0 (unreleased) - 'rng' parameter in copula functions is now case insensitive - Work around regression in IT copula with dask >= 1.1 (` dask#4739>`) +- Smaller binary package; simplified setup - Explicit CI tests for Windows, Python 3.5.0, and Python 3.7 - Mandatory flake8 and mypy in CI - Changed license to Apache 2.0 diff --git a/notebooks/tail_dependence.ipynb b/notebooks/tail_dependence.ipynb index 19ebde4..7a56cf5 100644 --- a/notebooks/tail_dependence.ipynb +++ b/notebooks/tail_dependence.ipynb @@ -37,10 +37,10 @@ "cov = [[1.0, 0.5],\n", " [0.5, 1.0]]\n", "\n", - "s3 = norm_cdf(t_copula(cov, 3, 100000, rng='SOBOL'))\n", - "s9 = norm_cdf(t_copula(cov, 9, 100000, rng='SOBOL'))\n", - "s999 = norm_cdf(t_copula(cov, 999, 100000, rng='SOBOL'))\n", - "sg = norm_cdf(gaussian_copula(cov, 100000, rng='SOBOL'))\n", + "s3 = norm_cdf(t_copula(cov, 3, 100000, rng='Sobol'))\n", + "s9 = norm_cdf(t_copula(cov, 9, 100000, rng='Sobol'))\n", + "s999 = norm_cdf(t_copula(cov, 999, 100000, rng='Sobol'))\n", + "sg = norm_cdf(gaussian_copula(cov, 100000, rng='Sobol'))\n", "\n", "q = np.arange(.001, 1, .001)\n", "d3 = tail_dependence(s3[:, 0], s3[:, 1], q)\n", @@ -71,7 +71,7 @@ " [0.5, 0.5, 1.0, 0.5],\n", " [0.5, 0.5, 0.5, 1.0]]\n", "\n", - "s = norm_cdf(t_copula(cov, [3, 3, 999, 999], 100000, rng='SOBOL'))\n", + "s = norm_cdf(t_copula(cov, [3, 3, 999, 999], 100000, rng='Sobol'))\n", "\n", "d33 = tail_dependence(s[:, 0], s[:, 1], q)\n", "d39 = tail_dependence(s[:, 1], s[:, 2], q)\n", diff --git a/pyscenarios/kernels/__init__.py b/pyscenarios/kernels/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/pyscenarios/new-joe-kuo-6.21201.txt.xz b/pyscenarios/new-joe-kuo-6.21201.txt.xz new file mode 100644 index 0000000000000000000000000000000000000000..b71ffabd0157e9cdc4b785d97c091c5455981012 GIT binary patch literal 589176 zcmV(vKvr&F%EKzGI9tGR?zN5 zoAq&q-a@_`?;cbyazEFCM4{vYG5ovhr#m}Fe4I@pTIl%F?igUo?A;2d!YzZa3N$$F zudN_E@$grpJf=<7^P~}C9@A>oA?wXLd=r5v`jrsf`C7u6c9GYT^p7BYKjhiY?*9FK$^@thP7Bdqq#Vp- z!bhbLFVNv?!oaH(Zxj5je$u^5^&1tGtnP;O?K&$gk=U9E85^888aMLJlZV;ttijQ* zuFq3{Z9>>N(7-DlQ)DxFd&1gIS#FMmwd)z^G)^*W!pr=~(BAXm47hCOc73eY_*TWu zV6_9h>f&X+th=cnEUU-9IN9p>AZQAbB2gwmBGZ2iwaqwMizB=51O9t0^yYe8|2htf zyPplVOyQ5eZ#fyEh0<_zo*pKns-WI=E9R!_Qpm}Eim#;?Nllc&w$ZY}y6_p`i4OA&>iK_@izxbtE7=*EugdmQ~7o8yo zfcoJ%AP442G-wqe9TBzqAr2j?`ahWqHtwa5ke$#~tJRnQPQ2$4T*l{i7;4f;V~ zgkfy@Nm3nuW+wkMYXMxZXJ@pf>0u=r#pd~WudT(VK=;Z0PdTE8IN29%%Z0^ln|CS^ z?T0E)dF%FP_LuO}!8=Y*HjJ2UU+QEo5PW%5Q1QjtfaNG7f*i63AN*__U1FrkFX*vW+9zXm5^f z5||SLcU#;x;w&dPG}VufG}+LJlsFm{UU6BaOzS-SFpqD(OB{?R6bWSc(6l7b0$v(;#vjnO_ENklFR=-A38()O_InZM+A)^~`q zus4MoaZHF4GM_0L4qSKk`EO7CN=dA*@gfk?dlXs>0vyI5ln>FI zOsUnBA>B_m4^U2u2R4i`D`gSw8S5DglOr!)9ZTf+RD1Jkxt90e3fjr=!E6(n&L6m? 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z?-7}Ha+p6UE#Tu}-Ki%RsEx($s^|i?B8;h^H@n9s0ms@NIKSJZpJK~#Pr7%*H{6}o z^!(LpK%!`B0SL=)3U0da-{*WU$ zi@GrADVpcGfvB^))SD>f`GchMx1MZOV%#fhTlhk_fZK=>m0%k5g2;Va5o{)QMQw64 zT?Cyf<0fx1yaD)}>NA7YQCilE&?0`V*E_0DH(YF>T(1Sl%EZe`r!@W#BUS1~q47R~ zVJ68b{#p755KKO%_qLU0Jhox37@#w#M2Z1k7hkv&!^2ENEv-}e4cC>ZjQ~UNQ5ypV t(X}cScqhW`_. Directions are based on :file:`new-joe-kuo-6.21201` from the URL above. """ +import lzma import pkg_resources -from functools import lru_cache -from typing import Tuple, Union, cast +from typing import Iterator, Tuple, Union, cast import numpy as np import dask.array as da @@ -17,28 +17,30 @@ __all__ = ('sobol', 'max_dimensions') -DIRECTIONS = 'new-joe-kuo-6.21201' +DIRECTIONS = 'new-joe-kuo-6.21201.txt.xz' -def calc_v() -> None: - """Precalculate V array from the original author's file and then store the - result to disk, in the same directory of this script. This function is - invoked by ``setup.py build_ext``. - """ - import os.path - fdata = pkg_resources.resource_string( - 'pyscenarios.resources', DIRECTIONS + '.txt').decode('ascii') - directions = _load_directions(fdata) - v = _calc_v_kernel(directions) +v_cache = None + - # This is dirty, but this function is exclusively invoked by setup.py - output_fname = os.path.join( - os.path.dirname(__file__), 'resources', DIRECTIONS + '.npy') - np.save(output_fname, v) - print("Generated Sobol V matrix: %s" % output_fname) +def load_v() -> np.ndarray: + """Load V from the original author's file. This function is executed + automatically the first time you call the :func:`sobol` function. + When using a dask backend, the V array is only loaded when + actually needed by the kernel; this results in smaller pickle files. + When using dask distributed, V is loaded locally on the workers instead of + being transferred over the network. + """ + global v_cache + if v_cache is None: + with pkg_resources.resource_stream('pyscenarios', DIRECTIONS) as fh: + with lzma.open(fh, 'rt') as zfh: + directions = _load_directions(zfh) + v_cache = _calc_v_kernel(directions) + return v_cache -def _load_directions(fdata: str) -> np.ndarray: +def _load_directions(fh: Iterator[str]) -> np.ndarray: """Load input file containing direction numbers. The file must one of those available on the website of the original author, or formatted like one. @@ -49,15 +51,15 @@ def _load_directions(fdata: str) -> np.ndarray: Column 0 contains the a values, while columns 1+ contain the m values. The m values are padded on the right with zeros. """ - rows = [row.split() for row in fdata.splitlines()] + rows = [row.split() for row in fh] # Add padding at end of rows # Drop first 2 columns # Replace header with element for d=1 - rowlen = max(len(row) for row in rows) - 2 + rowlen = len(rows[-1]) for row in rows: - row[:] = row[2:] + ['0'] * (rowlen - len(row) + 2) - rows[0] = ['0'] + ['1'] * (rowlen - 1) + row[:] = row[2:] + ['0'] * (rowlen - len(row)) + rows[0] = ['0'] + ['1'] * (rowlen - 3) return np.array(rows, dtype='uint32') @@ -91,20 +93,6 @@ def _calc_v_kernel(directions: np.ndarray) -> np.ndarray: return v -@lru_cache(None) -def load_v() -> np.ndarray: - """Load V from the on-disk cache. This function is executed - automatically the first time you call the :func:`sobol` function. - When using a dask backend, the V array is only loaded when - actually needed by the kernel; this results in smaller pickle files. - When using dask distributed, V is loaded locally on the workers instead of - being transferred over the network. - """ - buf = pkg_resources.resource_stream( - 'pyscenarios.resources', DIRECTIONS + '.npy') - return np.load(buf) - - def _sobol_kernel(samples: int, dimensions: int, s0: int, d0: int ) -> np.ndarray: """Numba kernel for :func:`sobol` diff --git a/pyscenarios/tests/test_copula.py b/pyscenarios/tests/test_copula.py index 60bb8f9..08faee9 100644 --- a/pyscenarios/tests/test_copula.py +++ b/pyscenarios/tests/test_copula.py @@ -40,7 +40,7 @@ def test_gaussian_mersenne_da(): ]) def test_gaussian_sobol(chunks, expect_chunks): actual = gaussian_copula(cov, samples=4, seed=123, chunks=chunks, - rng='SOBOL') + rng='Sobol') expect = [[ 0. , 0. , 0. ], # noqa [-0.67448975, -0.31303751, -1.15262386], [ 0.67448975, 0.31303751, 1.15262386], # noqa @@ -81,7 +81,7 @@ def test_student_t_mersenne_da(): ]) def test_student_t_sobol(chunks, expect_chunks): actual = t_copula(cov, df=3, samples=4, seed=123, chunks=chunks, - rng='SOBOL') + rng='Sobol') expect = [[ 0. , 0. , 0. ], # noqa [-0.90292647, -0.44513114, -1.38033019], [ 0.51756147, 0.24504617, 0.84650386], # noqa @@ -122,7 +122,7 @@ def test_it_mersenne_da(): ]) def test_it_sobol(chunks, expect_chunks): actual = t_copula(cov, df=[3, 4, 5], samples=4, seed=123, - chunks=chunks, rng='SOBOL') + chunks=chunks, rng='Sobol') expect = [[ 0. , 0. , 0. ], # noqa [-0.90292647, -0.41928686, -1.35361744], [ 0.51756147, 0.25248047, 0.91032037], # noqa @@ -138,14 +138,14 @@ def test_it_sobol(chunks, expect_chunks): 'func,kwargs', [ (gaussian_copula, {'rng': 'Mersenne Twister'}), (gaussian_copula, {'rng': 'Mersenne Twister', 'chunks': (4096, 2)}), - (gaussian_copula, {'rng': 'SOBOL'}), + (gaussian_copula, {'rng': 'Sobol'}), (t_copula, {'df': 8, 'rng': 'Mersenne Twister'}), (t_copula, {'df': 8, 'rng': 'Mersenne Twister', 'chunks': (4096, 2)}), - (t_copula, {'df': 8, 'rng': 'SOBOL'}), + (t_copula, {'df': 8, 'rng': 'Sobol'}), (t_copula, {'df': [8, 9, 10], 'rng': 'Mersenne Twister'}), (t_copula, {'df': [8, 9, 10], 'rng': 'Mersenne Twister', 'chunks': (4096, 2)}), - (t_copula, {'df': [8, 9, 10], 'rng': 'SOBOL'}), + (t_copula, {'df': [8, 9, 10], 'rng': 'Sobol'}), ]) @@ -185,7 +185,7 @@ def test_cov_roundtrip(func, kwargs): (999, [.13, .13, .13]), ([3, 3, 999, 999], [.33, .08, .13]) ]) -@pytest.mark.parametrize('rng', ['Mersenne Twister', 'SOBOL']) +@pytest.mark.parametrize('rng', ['Mersenne Twister', 'Sobol']) @pytest.mark.parametrize('chunks', [None, (65536, 1)]) def test_tail_dependence(df, expect_td, rng, chunks): cov2 = [[1.0, 0.5, 0.5, 0.5], diff --git a/setup.py b/setup.py index 75dcd2d..5769f3d 100644 --- a/setup.py +++ b/setup.py @@ -114,9 +114,6 @@ def write_version_py(filename=None): if write_version: write_version_py() -import pyscenarios.sobol # noqa: E402 -pyscenarios.sobol.calc_v() - setup(name=DISTNAME, version=FULLVERSION, @@ -130,5 +127,5 @@ def write_version_py(filename=None): tests_require=TESTS_REQUIRE, python_requires='>=3.5.0', url=URL, - packages=find_packages(), - package_data={'pyscenarios': ['tests/data/*', 'resources/*.npy']}) + package_data={'pyscenarios': ['*.txt.xz']}, + packages=find_packages())