From 7e8d9ffc8c66c1d0d89bcdfec2d535394c057e75 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sebastian=20M=C3=BCller?= Date: Wed, 20 Jun 2018 14:11:18 +0200 Subject: [PATCH 1/4] added LOGO for GSTools as part of the Python-Framework for geostatistical simulations --- README.md | 5 +++-- docs/source/gstools.png | Bin 0 -> 480009 bytes 2 files changed, 3 insertions(+), 2 deletions(-) create mode 100644 docs/source/gstools.png diff --git a/README.md b/README.md index 449210772..26e8da273 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,9 @@ # Welcome to GeoStatTools [![Documentation Status](https://readthedocs.org/projects/docs/badge/?version=latest)](https://gstools.readthedocs.io/en/latest/) - - +

+GSTools-LOGO +

## Purpose GeoStatTools is a library providing geostatistical tools. diff --git a/docs/source/gstools.png b/docs/source/gstools.png new file mode 100644 index 0000000000000000000000000000000000000000..1ec69d760ce2ca0a0ea61b8b32c0a1063284231e GIT binary patch literal 480009 zcmeFZ2U}Cw8a5oqGcs0GL_n&7qSAXWjuerqpn&ua(xvw}j?zIv1f(elD7|+QR0xU` z0qIpDz4uV_uDy4{%sKD%{(|qzxjc>`Ypti;&;69OL$HRL;>lwdj-gPflS;Sb?xIkX zCeWWhj(~U4%9O*vUq?)p73EMw=zni&Go!&fN1blzx{yD5=)Fv)4S18nRY_HzV(jM8cSFmwe{N_;yC*Pda(R;mGq^as{9DNFv+|mkFNDYG@!4p0T9!Gt zs!2rmF>kmMpKj4isP`@;55+H7T9&(K#Kt*LDbeGF?g-xb@khv?CxZS6LJw{&P+m}e z?TTYFtdL~F)=hrfWRT2{PQfHv4F_vorv|e8`!yJ4`P;w$jY6Si&YB$l@3&MgeS$Rp z*DFr$@00)fC-_g^;6Ld9`yJ!6XN3RzojSHlcK`hjT1l?=zu!Sc2NfLp@3*d;`Tqs_ zw?+OxZXqQqk}*_do_xN^Cn&C;a6A2a-sT7)Kc!ZhU-<0dn<9%fixc0CPeeuxdMz+c zg$DnSlamXJjBE@~*z@og7UXAm!g|vqd540+)YWe7IJP=q$ucY=a<~iYV&^NlePu7g zC!IH+rK59Ufhdt2-yBvmm&k)jenIEeSLu=LQvB!=2kUC9%N@fT?}qjnr){S1#3ckw zTJ^>2zKD+Tn-r6g;Ng#=^GH@c7UC`^_siU}$HK~Ti}E}oxbbVHcXzLGkhJhUiKoIl 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zYxU%Nd-tbz)2@6GF5_Vd(iC`cGP+&~oc8;x3!`#ZL&tlw`nWSDP zW=8TJKCB6j<+QLkdu9FCJMBF-OqImK^@^*Kg@HMXY46Pn!Chb8JBzaW(lDz;NZ7l7 zu>Xhk4GnADWZd0dllaH-#~Nx@rmH7;0AZgxIWlI>4oE}E& z(!Rr^FQ(h0xw_%5uMCC@fT{yI6nWZTP$W{&}1pF;N{hCoT?k@y~ZpvG?@;`2zV3 vd+p<2-*E5xt*_r5`TyPdDvSSzr88%j$*WhX8rDXD(oj)USIGPI*2Dh;-qizk literal 0 HcmV?d00001 From 2c854659a927832c66b5cba7beea01559b1da65b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sebastian=20M=C3=BCller?= Date: Wed, 20 Jun 2018 14:15:37 +0200 Subject: [PATCH 2/4] README.md typo --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 26e8da273..2e0d7e75f 100644 --- a/README.md +++ b/README.md @@ -1,9 +1,12 @@ # Welcome to GeoStatTools [![Documentation Status](https://readthedocs.org/projects/docs/badge/?version=latest)](https://gstools.readthedocs.io/en/latest/) +

GSTools-LOGO

+ + ## Purpose GeoStatTools is a library providing geostatistical tools. From 5468c810d62fbef0883d8012f59786039b42acd6 Mon Sep 17 00:00:00 2001 From: MuellerSeb Date: Mon, 2 Jul 2018 14:28:34 +0200 Subject: [PATCH 3/4] some pep8 changes and a new documentation --- docs/source/_templates/layout.html | 7 + docs/source/conf.py | 120 +++---- docs/source/field.rst | 18 ++ docs/source/gstools.field.rst | 18 -- docs/source/gstools.rst | 18 -- docs/source/gstools.variogram.rst | 10 - docs/source/index.rst | 70 ++++- docs/source/main.rst | 7 + docs/source/rng.rst | 7 + docs/source/srf.rst | 7 + docs/source/variogram.rst | 10 + gstools/__init__.py | 32 +- gstools/field/__init__.py | 45 ++- gstools/field/rng.py | 126 ++++---- gstools/field/srf.py | 451 ++++++++++++++++----------- gstools/variogram/__init__.py | 25 +- gstools/variogram/estimator.pyx | 1 - gstools/variogram/variogram.py | 98 +++--- setup.py | 114 +++---- tests/test_randmeth.py | 41 +-- tests/test_rng.py | 31 +- tests/test_srf.py | 89 +++--- tests/test_variogram_structured.py | 25 +- tests/test_variogram_unstructured.py | 68 ++-- 24 files changed, 881 insertions(+), 557 deletions(-) create mode 100644 docs/source/_templates/layout.html create mode 100644 docs/source/field.rst delete mode 100644 docs/source/gstools.field.rst delete mode 100644 docs/source/gstools.rst delete mode 100644 docs/source/gstools.variogram.rst create mode 100644 docs/source/main.rst create mode 100644 docs/source/rng.rst create mode 100644 docs/source/srf.rst create mode 100644 docs/source/variogram.rst diff --git a/docs/source/_templates/layout.html b/docs/source/_templates/layout.html new file mode 100644 index 000000000..e30e6eb0e --- /dev/null +++ b/docs/source/_templates/layout.html @@ -0,0 +1,7 @@ +{% extends "!layout.html" %} + + {% block menu %} + {{ super() }} +
Python Module Index + Index + {% endblock %} diff --git a/docs/source/conf.py b/docs/source/conf.py index e054ce107..e7681f039 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -1,8 +1,8 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- # -# GeoStatTools documentation build configuration file, created by -# sphinx-quickstart on Fri Jan 5 11:25:33 2018. +# AnaFlow documentation build configuration file, created by +# sphinx-quickstart on Fri Jan 5 14:20:43 2018. # # This file is execfile()d with the current directory set to its # containing dir. @@ -19,13 +19,33 @@ # import os import sys +sys.path.insert(0, os.path.abspath('../../')) +from gstools import __version__ as ver if sys.version_info >= (3, 3): from unittest.mock import MagicMock else: from mock import MagicMock -sys.path.insert(0, os.path.abspath('../../')) +def skip(app, what, name, obj, skip, options): + if name in ["__init__", "__call__"]: + return False + return skip + + +def setup(app): + app.connect("autodoc-skip-member", skip) + + +class Mock(MagicMock): + @classmethod + def __getattr__(clsm, name): + return MagicMock() + + +MOCK_MODULES = ['gstools.variogram.estimator'] +sys.modules.update((mod_name, Mock()) for mod_name in MOCK_MODULES) + # -- General configuration ------------------------------------------------ # If your documentation needs a minimal Sphinx version, state it here. @@ -35,14 +55,23 @@ # Add any Sphinx extension module names here, as strings. They can be # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. -extensions = ['sphinx.ext.autodoc', +extensions = [ + 'sphinx.ext.autodoc', 'sphinx.ext.doctest', 'sphinx.ext.intersphinx', 'sphinx.ext.coverage', - 'sphinx.ext.mathjax', + 'sphinx.ext.imgmath', 'sphinx.ext.ifconfig', + 'sphinx.ext.viewcode', 'sphinx.ext.githubpages', - 'sphinx.ext.napoleon'] + 'sphinx.ext.napoleon', + 'sphinx.ext.autosummary', +] + +autoclass_content = 'class' +autodoc_member_order = 'groupwise' + +numpydoc_show_class_members = False # Add any paths that contain templates here, relative to this directory. templates_path = ['_templates'] @@ -66,9 +95,9 @@ # built documents. # # The short X.Y version. -version = '0.3' +version = ver # The full version, including alpha/beta/rc tags. -release = '0.3' +release = ver # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. @@ -94,14 +123,31 @@ # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. # -html_theme = 'sphinx_rtd_theme' +html_theme = "sphinx_rtd_theme" + +#html_theme = "classic" +#html_theme = 'sphinxdoc' # Theme options are theme-specific and customize the look and feel of a theme # further. For a list of options available for each theme, see the # documentation. # # html_theme_options = {} - +html_theme_options = { +# 'canonical_url': '', +# 'analytics_id': '', + 'logo_only': False, + 'display_version': True, + 'prev_next_buttons_location': 'top', +# 'style_external_links': False, +# 'vcs_pageview_mode': '', + # Toc options + 'collapse_navigation': False, + 'sticky_navigation': True, + 'navigation_depth': 4, + 'includehidden': True, + 'titles_only': False +} # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". @@ -123,27 +169,14 @@ # -- Options for HTMLHelp output ------------------------------------------ # Output file base name for HTML help builder. -htmlhelp_basename = 'GeoStatToolsdoc' +htmlhelp_basename = 'welltestpydoc' # -- Options for LaTeX output --------------------------------------------- latex_elements = { - # The paper size ('letterpaper' or 'a4paper'). - # - # 'papersize': 'letterpaper', - - # The font size ('10pt', '11pt' or '12pt'). - # - # 'pointsize': '10pt', - - # Additional stuff for the LaTeX preamble. - # - # 'preamble': '', - - # Latex figure (float) alignment - # - # 'figure_align': 'htbp', + 'preamble': r'\setcounter{tocdepth}{3}', + 'pointsize': '9pt', } # Grouping the document tree into LaTeX files. List of tuples @@ -151,7 +184,7 @@ # author, documentclass [howto, manual, or own class]). latex_documents = [ (master_doc, 'GeoStatTools.tex', 'GeoStatTools Documentation', - 'Lennart Schueler', 'manual'), + 'Lennart Schueler', 'howto'), ] @@ -177,30 +210,11 @@ ] -# The __call__ special member should be documented. - -def skip(app, what, name, obj, skip, options): - if name == "__call__": - return False - return skip - -def setup(app): - app.connect("autodoc-skip-member", skip) - - -class Mock(MagicMock): - @classmethod - def __getattr__(clsm, name): - return MagicMock() - -MOCK_MODULES = ['gstools.variogram.estimator'] -sys.modules.update((mod_name, Mock()) for mod_name in MOCK_MODULES) - - # Example configuration for intersphinx: refer to the Python standard library. -#intersphinx_mapping = {'Python 3.5': ('https://docs.python.org/3.5', None), -# 'Python': ('https://docs.python.org/', None), -# 'NumPy': ('http://docs.scipy.org/doc/numpy/', None), -# 'SciPy': ('http://docs.scipy.org/doc/scipy/reference', None), -# 'matplotlib': ('http://matplotlib.org', None), -# 'Sphinx': ('http://www.sphinx-doc.org/en/stable/', None),} +intersphinx_mapping = { + 'Python 3.6': ('https://docs.python.org/3.6', None), + 'Python': ('https://docs.python.org/', None), + 'NumPy': ('http://docs.scipy.org/doc/numpy/', None), + 'SciPy': ('http://docs.scipy.org/doc/scipy/reference', None), + 'matplotlib': ('http://matplotlib.org', None), + 'Sphinx': ('http://www.sphinx-doc.org/en/stable/', None)} diff --git a/docs/source/field.rst b/docs/source/field.rst new file mode 100644 index 000000000..e898c2ca0 --- /dev/null +++ b/docs/source/field.rst @@ -0,0 +1,18 @@ +field +----- + +.. automodule:: gstools.field + :members: + :undoc-members: + :show-inheritance: + + .. only:: html + + .. toctree:: + :maxdepth: 1 + + rng.rst + srf.rst + + Details + ------- \ No newline at end of file diff --git a/docs/source/gstools.field.rst b/docs/source/gstools.field.rst deleted file mode 100644 index b86f5e4ea..000000000 --- a/docs/source/gstools.field.rst +++ /dev/null @@ -1,18 +0,0 @@ -gstools\.field package -====================== - -gstools\.field\.srf module --------------------------- - -.. automodule:: gstools.field.srf - :members: - :undoc-members: - :show-inheritance: - -gstools\.field\.rng module --------------------------- - -.. automodule:: gstools.field.rng - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/gstools.rst b/docs/source/gstools.rst deleted file mode 100644 index 5850a6c0e..000000000 --- a/docs/source/gstools.rst +++ /dev/null @@ -1,18 +0,0 @@ -gstools package -=============== - -Subpackages ------------ - -.. toctree:: - - gstools.field - gstools.variogram - -Module contents ---------------- - -.. automodule:: gstools - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/gstools.variogram.rst b/docs/source/gstools.variogram.rst deleted file mode 100644 index fa3162ae9..000000000 --- a/docs/source/gstools.variogram.rst +++ /dev/null @@ -1,10 +0,0 @@ -gstools\.variogram package -========================== - -gstools\.variogram\.variogram module ------------------------------------- - -.. automodule:: gstools.variogram.variogram - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/index.rst b/docs/source/index.rst index 092af99df..d7a968b3d 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -1,6 +1,68 @@ -Table of Content ----------------- +======================= +Welcome to GeoStatTools +======================= + +.. image:: gstools.png + :width: 200px + :align: center + +About +----- +GeoStatTools is a library providing geostatistical tools. + +Dependencies +------------ +- `Numpy `_ +- `SciPy `_ + +Installation +------------ + ``pip install gstools`` + +Generation example +------------------ +This is an example of how to generate a 2 dimensional spatial random field with a Gaussian covariance structure. + +.. code-block:: python + + import numpy as np + from gstools.field import SRF + + x = np.linspace(0, 10, 120) + y = np.linspace(-5, 5, 100) + + cov_model = {'dim': 2, 'var': 1.6, 'len_scale': 4.5, 'model': 'gau', 'mode_no': 1000} + + srf = SRF(**cov_model) + field = srf(x, y, seed=19970221, mesh_type='structured') + + +Variogram example +----------------- +The spatial structure of a field can be analyzed with the variogram, which contains the same information as the covariance function. + +This is an example of how to estimate the variogram of a 2 dimensional unstructured field. + +.. code-block:: python + + import numpy as np + from gstools.field import SRF + from gstools import variogram + + #random samples between 0 <= x, y < 100 + x = np.random.rand(1000) * 100. + y = np.random.rand(1000) * 100. + + srf = SRF(dim=2, var=2, len_scale=30) + field = srf(x, y, seed=20011012) + + bins = np.arange(0, 50) + + gamma = variogram.estimate_unstructured(field, bins, x, y) + +Modules +------- .. toctree:: - :maxdepth: 4 + :maxdepth: 2 - gstools + main diff --git a/docs/source/main.rst b/docs/source/main.rst new file mode 100644 index 000000000..9d59cc4bf --- /dev/null +++ b/docs/source/main.rst @@ -0,0 +1,7 @@ +.. automodule:: gstools + +.. toctree:: + :maxdepth: 2 + + field.rst + variogram.rst diff --git a/docs/source/rng.rst b/docs/source/rng.rst new file mode 100644 index 000000000..d918f913f --- /dev/null +++ b/docs/source/rng.rst @@ -0,0 +1,7 @@ +rng +--- + +.. automodule:: gstools.field.rng + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/srf.rst b/docs/source/srf.rst new file mode 100644 index 000000000..9ef2d228c --- /dev/null +++ b/docs/source/srf.rst @@ -0,0 +1,7 @@ +srf +--- + +.. automodule:: gstools.field.srf + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/variogram.rst b/docs/source/variogram.rst new file mode 100644 index 000000000..fa802b762 --- /dev/null +++ b/docs/source/variogram.rst @@ -0,0 +1,10 @@ +variogram +--------- + +.. automodule:: gstools.variogram + :members: + :undoc-members: + :show-inheritance: + + Details + ------- \ No newline at end of file diff --git a/gstools/__init__.py b/gstools/__init__.py index 0bdddb323..848f36221 100644 --- a/gstools/__init__.py +++ b/gstools/__init__.py @@ -1,9 +1,31 @@ -#! /usr/bin/env python # -*- coding: utf-8 -*- -from __future__ import division, absolute_import, print_function +""" +======= +GSTools +======= -from gstools import field -from gstools import variogram +Contents +-------- +GeoStatTools is a library providing geostatistical tools. +Subpackages +----------- +The following subpackages are provided -__all__ = ['field', 'variogram'] +.. autosummary:: + field + variogram +""" +from __future__ import absolute_import + +from gstools import ( + field, + variogram, +) + +__all__ = [ + 'field', + 'variogram', +] + +__version__ = "0.3.6" diff --git a/gstools/field/__init__.py b/gstools/field/__init__.py index 6e79617f9..b473887de 100644 --- a/gstools/field/__init__.py +++ b/gstools/field/__init__.py @@ -1,10 +1,45 @@ -#! /usr/bin/env python # -*- coding: utf-8 -*- -from __future__ import division, absolute_import, print_function +""" +GStools subpackage providing tools for spatial random fields. +.. currentmodule:: gstools.field -from gstools.field.rng import RNG -from gstools.field.srf import (SRF, RandMeth) +Included classes +---------------- +The following functions are provided +.. autosummary:: + SRF + RNG + RandMeth -__all__ = ['SRF'] +Subpackages +----------- +The following subpackages are provided + +.. autosummary:: + rng + srf +""" +from __future__ import absolute_import + +from gstools.field import ( + rng, + srf, +) + +from gstools.field.rng import ( + RNG, +) +from gstools.field.srf import ( + SRF, + RandMeth, +) + +__all__ = [ + 'SRF', + 'RNG', + 'RandMeth', + 'rng', + 'srf', +] diff --git a/gstools/field/rng.py b/gstools/field/rng.py index 9e17bd7f5..3f563ff5b 100644 --- a/gstools/field/rng.py +++ b/gstools/field/rng.py @@ -1,13 +1,23 @@ -#!/usr/bin/env python # -*- coding: utf-8 -*- """ -This is the core of the spatial random field generation. +GStools subpackage providing the core of the spatial random field generation. + +.. currentmodule:: gstools.field.rng + +The following classes are provided + +.. autosummary:: + RNG """ from __future__ import division, absolute_import, print_function import numpy as np import numpy.random as rand +__all__ = [ + "RNG", +] + class RNG(object): """ @@ -16,56 +26,62 @@ class RNG(object): It only generates isotropic fields, as anisotropic fields can be created by coordinate transformations. - Parameters - ---------- - dim : int - spatial dimension - seed : int, optional - set the seed of the master RNG, if "None", - a random seed is used - Examples -------- >>> r = RNG(dim = 2, seed=76386181534) >>> Z, k = r(model='gau', len_scale=10., mode_no=100) """ def __init__(self, dim, seed=None): + '''Initialize a random number generator + + Parameters + ---------- + dim : :class:`int` + spatial dimension + seed : :class:`int`, optional + set the seed of the master RNG, if "None", + a random seed is used + ''' if dim < 1 or dim > 3: raise ValueError('Only dimensions of 1 <= d <= 3 are supported.') self._dim = dim + # set seed + self._seed = None + self._master_RNG_fct = None + self._master_RNG = None self.seed = seed self._trans_1d = lambda len_scale, r: r / len_scale self._trans_2d = [lambda len_scale, r, phi: - r*np.cos(phi) / len_scale, + r*np.cos(phi) / len_scale, lambda len_scale, r, phi: - r*np.sin(phi) / len_scale] + r*np.sin(phi) / len_scale] self._trans_3d = [lambda len_scale, r, theta, phi: - r * np.sin(theta) * np.cos(phi) / len_scale, + r * np.sin(theta) * np.cos(phi) / len_scale, lambda len_scale, r, theta, phi: - r * np.sin(theta) * np.sin(phi) / len_scale, + r * np.sin(theta) * np.sin(phi) / len_scale, lambda len_scale, r, theta, phi=None: - r * np.cos(theta) / len_scale] + r * np.cos(theta) / len_scale] def __call__(self, model, len_scale, mode_no=1000, **kwargs): """ A standardized interface for the different covariance models. Parameters ---------- - model : str + model : :class:`str` the covariance model (gau, exp, mat, tfg, and tfe exist) - len_scale : float + len_scale : :class:`float` the length scale - mode_no : int, optional + mode_no : :class:`int`, optional number of Fourier modes **kwargs keyword arguments are passed on to the chosen spectrum method Returns ------- - Z : ndarray + Z : :class:`numpy.ndarray` 2 Gaussian distr. arrays - k : ndarray + k : :class:`numpy.ndarray` the Fourier samples """ Z = self._create_normal_dists(mode_no) @@ -85,12 +101,13 @@ def create_empty_k(self, mode_no=None): Parameters ---------- - mode_no : int + mode_no : :class:`int` number of the fourier modes Returns ------- - the empty mode array + :class:`numpy.ndarray` + the empty mode array """ if mode_no is None: k = np.empty(self.dim) @@ -103,12 +120,12 @@ def _create_normal_dists(self, mode_no=None): Parameters ---------- - mode_no : int, optional + mode_no : :class:`int`, optional number of the Fourier modes Returns ------- - ndarray + : :class:`numpy.ndarray` the normal distributed arrays """ if mode_no is None: @@ -121,30 +138,30 @@ def _create_normal_dists(self, mode_no=None): return Z def _prepare_random_numbers(self, mode_no): - """ Create and partly fill some standard arrays. + """Create and partly fill some standard arrays. Parameters ---------- - mode_no : int, optional + mode_no : :class:`int`, optional number of the Fourier modes Returns ------- - k : ndarray + k : :class:`numpy.ndarray` the empty mode array - iid : ndarray + iid : :class:`numpy.ndarray` uniformly distributed variables """ k = self.create_empty_k(mode_no) iid = np.empty_like(k) - for d in range(self.dim): + for dim_i in range(self.dim): rng = self._get_random_stream() - iid[d] = rng.uniform(0., 1., mode_no) + iid[dim_i] = rng.uniform(0., 1., mode_no) return k, iid def gau(self, len_scale, mode_no=1000, **kwargs): - """ Compute a Gaussian spectrum. + """Compute a Gaussian spectrum. Computes the spectral density of following covariance @@ -154,22 +171,22 @@ def gau(self, len_scale, mode_no=1000, **kwargs): Parameters ---------- - len_scale : float + len_scale : :class:`float` the length scale of the distribution - mode_no : int, optional + mode_no : :class:`int`, optional number of the Fourier modes **kwargs not used Returns ------- - ndarray + :class:`numpy.ndarray` the modes """ k = self.create_empty_k(mode_no) - for d in range(self.dim): + for dim_i in range(self.dim): rng = self._get_random_stream() - k[d] = rng.normal(0., 1./len_scale, mode_no) + k[dim_i] = rng.normal(0., 1./len_scale, mode_no) return k def exp(self, len_scale, mode_no=1000, **kwargs): @@ -183,16 +200,16 @@ def exp(self, len_scale, mode_no=1000, **kwargs): Parameters ---------- - len_scale : float + len_scale : :class:`float` the length scale of the distribution - mode_no : int, optional + mode_no : :class:`int`, optional number of the Fourier modes **kwargs not used Returns ------- - ndarray + :class:`numpy.ndarray` the modes """ raise NotImplementedError('exp covariance model not yet implemented.') @@ -202,17 +219,17 @@ def mat(self, len_scale, mode_no=1000, **kwargs): Parameters ---------- - len_scale : float + len_scale : :class:`float` the length scale of the distribution - mode_no : int, optional + mode_no : :class:`int`, optional number of the Fourier modes **kwargs - kappa : float, optional + kappa : :class:`float`, optional the kappa coefficient Returns ------- - ndarray + :class:`numpy.ndarray` the modes """ raise NotImplementedError('mat covariance model not yet implemented.') @@ -222,15 +239,15 @@ def tfg(self, len_scale, mode_no=1000, **kwargs): Parameters ---------- - len_scale : float + len_scale : :class:`float` the upper cutoff scale of the distribution - mode_no : int, optional + mode_no : :class:`int`, optional number of the Fourier modes **kwargs not used Returns: - ndarray + :class:`numpy.ndarray` the modes """ raise NotImplementedError('tfg covariance model not yet implemented.') @@ -239,31 +256,30 @@ def tfe(self, len_scale, mode_no=None, **kwargs): """ Compute a truncated fractal exponential spectrum. Args: - len_scale : float + len_scale : :class:`float` the upper cutoff scale of the distribution - mode_no : int, optional + mode_no : :class:`int`, optional number of the Fourier modes **kwargs - H : float + H : :class:`float` the Hurst coefficient Returns ------- - ndarray + :class:`numpy.ndarray` the modes """ raise NotImplementedError('tfe covariance model not yet implemented.') @property def dim(self): - """ The dimension of the spatial random field. + """:class:`int`: The dimension of the spatial random field. """ return self._dim @property def seed(self): - """int : - the seed of the master RNG + """:class:`int`: the seed of the master RNG The setter property not only saves the new seed, but also creates a new master RNG function with the new seed. @@ -274,8 +290,8 @@ def seed(self): def seed(self, new_seed=None): self._seed = new_seed self._master_RNG_fct = rand.RandomState(new_seed) - self._master_RNG = (lambda: - self._master_RNG_fct.random_integers(2**16 - 1)) + self._master_RNG = (lambda: + self._master_RNG_fct.random_integers(2**16 - 1)) def __str__(self): return self.__repr__() diff --git a/gstools/field/srf.py b/gstools/field/srf.py index f9e048618..10ba5163e 100644 --- a/gstools/field/srf.py +++ b/gstools/field/srf.py @@ -1,37 +1,35 @@ -#!/usr/bin/env python # -*- coding: utf-8 -*- """ -A generator for standard spatial random fields. +GStools subpackage providing a generator for standard spatial random fields. + +.. currentmodule:: gstools.field.srf + +The following classes and functions are provided + +.. autosummary:: + SRF + RandMeth + r3d_x + r3d_y + r3d_z """ from __future__ import division, absolute_import, print_function import numpy as np -from gstools.field import RNG +from gstools.field.rng import RNG + +__all__ = [ + "SRF", + "RandMeth", + "r3d_x", + "r3d_y", + "r3d_z", +] class SRF(object): """A class to generate a spatial random field (SRF). - Parameters - ---------- - dim : int - spatial dimension - mean : float, optional - mean value of the SRF - var : float, optional - variance of the SRF - len_scale : float, optional - the length scale of the SRF in x direction - model : str, optional - the covariance model ('gau', 'exp', ..., see RNG) - anis : float/list, optional - the anisotropy of length scales along the y- and z-directions - angles : float/list, optional - the rotation of the stretching, with the values corrisponding the - yaw, pitch, and roll - mode_no : int, optional - number of Fourier modes - Examples -------- >>> cov_model = {'dim': 2, 'mean': .0, 'var': 2.6, 'len_scale': 4., @@ -43,7 +41,29 @@ class SRF(object): >>> field = srf(x, y, seed=987654) """ def __init__(self, dim, mean=0., var=1., len_scale=1., model='gau', - anis=1., angles=0., mode_no = 1000): + anis=1., angles=0., mode_no=1000): + """Initialize a spatial random field + + Parameters + ---------- + dim : :class:`int` + spatial dimension + mean : :class:`float`, optional + mean value of the SRF + var : :class:`float`, optional + variance of the SRF + len_scale : :class:`float`, optional + the length scale of the SRF in x direction + model : :class:`str`, optional + the covariance model ('gau', 'exp', ..., see RNG) + anis : :class:`float`/list, optional + the anisotropy of length scales along the y- and z-directions + angles : :class:`float`/list, optional + the rotation of the stretching, with the values corrisponding + the yaw, pitch, and roll + mode_no : :class:`int`, optional + number of Fourier modes + """ if dim < 1 or dim > 3: raise ValueError('Only dimensions of 1 <= d <= 3 are supported.') self._dim = dim @@ -53,37 +73,39 @@ def __init__(self, dim, mean=0., var=1., len_scale=1., model='gau', self._model = model self._anis = np.atleast_1d(anis) if len(self._anis) < self._dim: - #fill up the anisotropy array with ones, such that len() == dim + # fill up the anisotropy array with ones, such that len() == dim self._anis = np.pad(self._anis, (0, self._dim-len(self._anis)-1), - 'constant', constant_values=1.) + 'constant', constant_values=1.) self._angles = np.atleast_1d(angles) - #fill up the rotation angle array with zeros, such that len() == dim + # fill up the rotation angle array with zeros, such that len() == dim self._angles = np.pad(self._angles, (0, self._dim-len(self._angles)), 'constant', constant_values=0.) self._mode_no = mode_no self._do_rotation = not np.all(np.isclose(angles, 0.)) self._randmeth = RandMeth(self._dim, self._model, self._len_scale, self._mode_no, seed=None) + # initialize attributes + self.field = None def __call__(self, x, y=None, z=None, seed=None, mesh_type='unstructured'): """Generate an SRF and return it without saving it internally. Parameters ---------- - x : ndarray + x : :class:`numpy.ndarray` grid axis in x-direction if structured, or first components of position vectors if unstructured - y : ndarray, optional + y : :class:`numpy.ndarray`, optional analog to x - z : ndarray, optional + z : :class:`numpy.ndarray`, optional analog to x - seed : int, optional + seed : :class:`int`, optional seed for RNG - mesh_type : str + mesh_type : :class:`str` 'structured' / 'unstructured' Returns ------- - field : ndarray + field : :class:`numpy.ndarray` the SRF """ self._check_mesh(x, y, z, mesh_type) @@ -93,19 +115,20 @@ def __call__(self, x, y=None, z=None, seed=None, mesh_type='unstructured'): mesh_type_changed = True mesh_type_old = mesh_type mesh_type = 'unstructured' - x, y, z, axis_lens = \ - self._reshape_axis_from_struct_to_unstruct(x, y, z) + x, y, z, axis_lens = ( + self._reshape_axis_from_struct_to_unstruct(x, y, z)) x, y, z = self._unrotate_mesh(x, y, z) y, z = self._make_isotropic(y, z) - x, y, z = self._reshape_input(x, y, z, mesh_type) + x, y, z = _reshape_input(x, y, z, mesh_type) self._randmeth.seed = seed field = self._randmeth(x, y, z) if mesh_type_changed: mesh_type = mesh_type_old - field = self._reshape_field_from_unstruct_to_struct(field, axis_lens) + field = self._reshape_field_from_unstruct_to_struct(field, + axis_lens) return self._mean + np.sqrt(self._var)*field def structured(self, x, y=None, z=None, seed=None): @@ -113,37 +136,38 @@ def structured(self, x, y=None, z=None, seed=None): Parameters ---------- - x : ndarray + x : :class:`numpy.ndarray` grid axis in x-direction if structured - y : ndarray, optional + y : :class:`numpy.ndarray`, optional analog to x - z : ndarray, optional + z : :class:`numpy.ndarray`, optional analog to x - seed : int, optional + seed : :class:`int`, optional seed for RNG Returns ------- - field : ndarray + field : :class:`numpy.ndarray` the SRF """ return self(x, y, z, seed, 'structured') def unstructured(self, x, y=None, z=None, seed=None): - """Generate an SRF on an unstructured mesh without saving it internally. + """Generate an SRF on an unstructured mesh + without saving it internally. Parameters ---------- - x : ndarray + x : :class:`numpy.ndarray` first components of position vectors if unstructured - y : ndarray, optional + y : :class:`numpy.ndarray`, optional analog to x - z : ndarray, optional + z : :class:`numpy.ndarray`, optional analog to x - seed : int, optional + seed : :class:`int`, optional seed for RNG Returns ------- - field : ndarray + field : :class:`numpy.ndarray` the SRF """ return self(x, y, z, seed) @@ -153,20 +177,20 @@ def generate(self, x, y=None, z=None, seed=None, mesh_type='unstructured'): Parameters ---------- - x ndarray + x : :class:`numpy.ndarray` grid axis in x-direction if structured, or first components of position vectors if unstructured - y : ndarray, optional + y : :class:`numpy.ndarray`, optional analog to x - z : ndarray, optional + z : :class:`numpy.ndarray`, optional analog to x - seed : int, optional + seed : :class:`int`, optional seed for RNG - mesh_type : str + mesh_type : :class:`str` 'structured' / 'unstructured' Returns ------- - field : ndarray + field : :class:`numpy.ndarray` the SRF """ self.field = self(x, y, z, seed, mesh_type) @@ -203,7 +227,7 @@ def _check_mesh(self, x, y, z, mesh_type): pass else: raise ValueError('Unknown mesh type {0}'. - format(mesh_type)) + format(mesh_type)) def _make_isotropic(self, y, z): """Stretch given axes in order to implement anisotropy.""" @@ -213,28 +237,7 @@ def _make_isotropic(self, y, z): return y * self._anis[0], z elif self._dim == 3: return y * self._anis[0], z * self._anis[1] - - def R3d_x(self, theta): - """Rotation matrix about x axis.""" - sin = np.sin(theta) - cos = np.cos(theta) - return np.array(((1., 0., 0.), - (0., cos, -sin), - (0., sin, cos))) - def R3d_y(self, theta): - """Rotation matrix about y axis.""" - sin = np.sin(theta) - cos = np.cos(theta) - return np.array((( cos, 0., sin), - ( 0., 1., 0.), - (-sin, 0., cos))) - def R3d_z(self, theta): - """Rotation matrix about z axis.""" - sin = np.sin(theta) - cos = np.cos(theta) - return np.array(((cos, -sin, 0.), - (sin, cos, 0.), - ( 0., 0., 1.))) + return None def _unrotate_mesh(self, x, y, z): """Rotate axes in order to implement rotation. @@ -246,123 +249,97 @@ def _unrotate_mesh(self, x, y, z): if self._dim == 1: return x, y, z elif self._dim == 2: - #extract 2d rotation matrix - R = self.R3d_z(self._angles[0])[0:2,0:2] - tuple = np.vstack((x, y)) - tuple = np.vsplit(np.dot(R, tuple), 2) - x = np.squeeze(tuple[0]) - y = np.squeeze(tuple[1]) + # extract 2d rotation matrix + rot_mat = r3d_z(self._angles[0])[0:2, 0:2] + pos_tuple = np.vstack((x, y)) + pos_tuple = np.vsplit(np.dot(rot_mat, pos_tuple), 2) + x = np.squeeze(pos_tuple[0]) + y = np.squeeze(pos_tuple[1]) return x, y, z elif self._dim == 3: alpha = self._angles[0] beta = self._angles[1] gamma = self._angles[2] - R = np.dot(np.dot(self.R3d_z(alpha), - self.R3d_y(beta)), - self.R3d_x(gamma)) - tuple = np.vstack((x, y, z)) - tuple = np.vsplit(np.dot(R, tuple), 3) - x = np.squeeze(tuple[0]) - y = np.squeeze(tuple[1]) - z = np.squeeze(tuple[2]) + rot_mat = np.dot(np.dot(r3d_z(alpha), + r3d_y(beta)), + r3d_x(gamma)) + pos_tuple = np.vstack((x, y, z)) + pos_tuple = np.vsplit(np.dot(rot_mat, pos_tuple), 3) + x = np.squeeze(pos_tuple[0]) + y = np.squeeze(pos_tuple[1]) + z = np.squeeze(pos_tuple[2]) return x, y, z - - def _reshape_input(self, x, y=None, z=None, mesh_type='unstructured'): - """Reshape given axes, depending on the mesh type.""" - if mesh_type == 'unstructured': - x, y, z = self._reshape_input_axis_from_unstruct(x, y, z) - elif mesh_type == 'structured': - x, y, z = self._reshape_input_axis_from_struct(x, y, z) - return x, y, z - - def _reshape_input_axis_from_unstruct(self, x, y=None, z=None): - """Reshape given axes for vectorisation on unstructured grid.""" - x = np.atleast_1d(x) - y = np.atleast_1d(y) - z = np.atleast_1d(z) - x = np.reshape(x, (len(x), 1)) - y = np.reshape(y, (len(y), 1)) - z = np.reshape(z, (len(z), 1)) - return (x, y, z) - - def _reshape_input_axis_from_struct(self, x, y=None, z=None): - """Reshape given axes for vectorisation on unstructured grid.""" - x = np.atleast_1d(x) - y = np.atleast_1d(y) - z = np.atleast_1d(z) - x = np.reshape(x, (len(x), 1, 1, 1)) - y = np.reshape(y, (1, len(y), 1, 1)) - z = np.reshape(z, (1, 1, len(z), 1)) - return (x, y, z) + return None def _reshape_axis_from_struct_to_unstruct(self, x, y=None, z=None): """Reshape given axes from struct to unstruct for rotation.""" if self._dim == 1: return x, y, z, (len(x),) elif self._dim == 2: - xu, yu = np.meshgrid(x, y, indexing='ij') + x_u, y_u = np.meshgrid(x, y, indexing='ij') len_unstruct = len(x) * len(y) - xu = np.reshape(xu, len_unstruct) - yu = np.reshape(yu, len_unstruct) - return xu, yu, z, (len(x), len(y)) + x_u = np.reshape(x_u, len_unstruct) + y_u = np.reshape(y_u, len_unstruct) + return x_u, y_u, z, (len(x), len(y)) elif self._dim == 3: - xu, yu, zu = np.meshgrid(x, y, z, indexing='ij') + x_u, y_u, z_u = np.meshgrid(x, y, z, indexing='ij') len_unstruct = len(x) * len(y) * len(z) - xu = np.reshape(xu, len_unstruct) - yu = np.reshape(yu, len_unstruct) - zu = np.reshape(zu, len_unstruct) - return xu, yu, zu, (len(x), len(y), len(z)) + x_u = np.reshape(x_u, len_unstruct) + y_u = np.reshape(y_u, len_unstruct) + z_u = np.reshape(z_u, len_unstruct) + return x_u, y_u, z_u, (len(x), len(y), len(z)) + return None - def _reshape_field_from_unstruct_to_struct(self, f, axis_lens): + def _reshape_field_from_unstruct_to_struct(self, field, axis_lens): """Reshape the rotated field back to struct.""" if self._dim == 1: - return f + return field elif self._dim == 2: - f = np.reshape(f, axis_lens) - return f + field = np.reshape(field, axis_lens) + return field elif self._dim == 3: - f = np.reshape(f, axis_lens) - return f + field = np.reshape(field, axis_lens) + return field + return None @property def dim(self): - """ The dimension of the spatial random field. - """ + """ The dimension of the spatial random field.""" return self._dim + @property def mean(self): - """ The mean of the spatial random field. - """ + """ The mean of the spatial random field.""" return self._mean + @property def var(self): - """ The variance of the spatial random field. - """ + """ The variance of the spatial random field.""" return self._var + @property def len_scale(self): - """ The length scale of the spatial random field. - """ + """ The length scale of the spatial random field.""" return self._len_scale + @property def model(self): - """ The length scale of the spatial random field. - """ + """ The length scale of the spatial random field.""" return self._model + @property def anis(self): - """ The anisotropy factors of the spatial random field. - """ + """ The anisotropy factors of the spatial random field.""" return self._anis + @property def angles(self): - """ The rotation angles (in rad) of the spatial random field. - """ + """ The rotation angles (in rad) of the spatial random field.""" return self._angles + @property def mode_no(self): - """ number of Fourier modes - """ + """ number of Fourier modes""" return self._mode_no def __str__(self): @@ -379,17 +356,6 @@ def __repr__(self): class RandMeth(object): """Randomization method for calculating isotropic spatial random fields. - Parameters - ---------- - dim : int - spatial dimension - model : dict - covariance model - mode_no : int, optional - number of Fourier modes - seed : int, optional - the seed of the master RNG, if "None", a random seed is used - Examples -------- >>> x_tuple = np.array([ 4, 0, 3]) @@ -403,6 +369,23 @@ class RandMeth(object): """ def __init__(self, dim, model, len_scale, mode_no=1000, seed=None, **kwargs): + """Initialize the randomization method + + Parameters + ---------- + dim : :class:`int` + spatial dimension + model : :class:`dict` + covariance model + mode_no : :class:`int`, optional + number of Fourier modes + seed : :class:`int`, optional + the seed of the master RNG, if "None", a random seed is used + """ + self._seed = None + self._rng = None + self._Z = None + self._k = None self.reset(dim, model, len_scale, mode_no, seed, kwargs=kwargs) def reset(self, dim, model, len_scale, mode_no=1000, seed=None, **kwargs): @@ -410,15 +393,15 @@ def reset(self, dim, model, len_scale, mode_no=1000, seed=None, **kwargs): Parameters ---------- - dim : int + dim : :class:`int` spatial dimension - model : str + model : :class:`str` covariance model - len_scale : float + len_scale : :class:`float` length scale - mode_no : int, optional + mode_no : :class:`int`, optional number of Fourier modes - seed : int, optional + seed : :class:`int`, optional the seed of the master RNG, if "None", a random seed is used """ self._dim = dim @@ -434,25 +417,25 @@ def __call__(self, x, y=None, z=None): Parameters ---------- - x : float, ndarray + x : :class:`float`, :class:`numpy.ndarray` the x components of the position tuple, the shape has to be (len(x), 1, 1) for 3d and accordingly shorter for lower dimensions - y : float, ndarray, optional + y : :class:`float`, :class:`numpy.ndarray`, optional the y components of the pos. tupls - z : float, ndarray, optional + z : :class:`float`, :class:`numpy.ndarray`, optional the z components of the pos. tuple Returns ------- - ndarray + :class:`numpy.ndarray` the random modes """ summed_modes = np.broadcast(x, y, z) summed_modes = np.squeeze(np.zeros(summed_modes.shape)) - #Test to see if enough memory is available. - #In case there isn't, divide Fourier modes into smaller chunks + # Test to see if enough memory is available. + # In case there isn't, divide Fourier modes into smaller chunks chunk_no = 1 chunk_no_exp = 0 while True: @@ -461,23 +444,23 @@ def __call__(self, x, y=None, z=None): for chunk in range(chunk_no): a = chunk * chunk_len - #In case k[d,a:e] with e >= len(k[d,:]) causes errors in - #numpy, use the commented min-function below - #e = min((chunk + 1) * chunk_len, self.mode_no-1) + # In case k[d,a:e] with e >= len(k[d,:]) causes errors in + # numpy, use the commented min-function below + # e = min((chunk + 1) * chunk_len, self.mode_no-1) e = (chunk + 1) * chunk_len if self._dim == 1: - phase = self._k[0,a:e]*x + phase = self._k[0, a:e]*x elif self._dim == 2: - phase = self._k[0,a:e]*x + self._k[1,a:e]*y + phase = self._k[0, a:e]*x + self._k[1, a:e]*y else: - phase = (self._k[0,a:e]*x + self._k[1,a:e]*y + - self._k[2,a:e]*z) + phase = (self._k[0, a:e]*x + self._k[1, a:e]*y + + self._k[2, a:e]*z) summed_modes += np.squeeze( - np.sum(self._Z[0,a:e] * np.cos(2.*np.pi*phase) + - self._Z[1,a:e] * np.sin(2.*np.pi*phase), - axis=-1)) + np.sum(self._Z[0, a:e] * np.cos(2.*np.pi*phase) + + self._Z[1, a:e] * np.sin(2.*np.pi*phase), + axis=-1)) except MemoryError: chunk_no += 2**chunk_no_exp chunk_no_exp += 1 @@ -490,8 +473,10 @@ def __call__(self, x, y=None, z=None): @property def seed(self): - """int : the seed of the master RNG + """:class:`int`: the seed of the master RNG + Notes + ----- If a new seed is given, the setter property not only saves the new seed, but also creates new random modes with the new seed. """ @@ -505,10 +490,11 @@ def seed(self, new_seed=None): self._Z, self._k = self._rng(self._model, self._len_scale, mode_no=self._mode_no, kwargs=self._kwargs) - #preshape for unstructured grid - for d in range(self._dim): - self._k[d] = np.squeeze(self._k[d]) - self._k[d] = np.reshape(self._k[d], (1, len(self._k[d]))) + # preshape for unstructured grid + for dim_i in range(self._dim): + self._k[dim_i] = np.squeeze(self._k[dim_i]) + self._k[dim_i] = np.reshape(self._k[dim_i], + (1, len(self._k[dim_i]))) def __str__(self): return self.__repr__() @@ -519,6 +505,97 @@ def __repr__(self): self._mode_no, self.seed)) +def r3d_x(theta): + """Rotation matrix about x axis. + + Parameters + ---------- + theta : :class:`float` + Rotation angle + + Returns + ------- + :class:`numpy.ndarray` + Rotation matrix. + """ + sin = np.sin(theta) + cos = np.cos(theta) + return np.array(((1., +0., +0.0), + (0., cos, -sin), + (0., sin, cos))) + + +def r3d_y(theta): + """Rotation matrix about y axis. + + Parameters + ---------- + theta : :class:`float` + Rotation angle + + Returns + ------- + :class:`numpy.ndarray` + Rotation matrix. + """ + sin = np.sin(theta) + cos = np.cos(theta) + return np.array(((+cos, 0., sin), + (+0.0, 1., +0.), + (-sin, 0., cos))) + + +def r3d_z(theta): + """Rotation matrix about z axis. + + Parameters + ---------- + theta : :class:`float` + Rotation angle + + Returns + ------- + :class:`numpy.ndarray` + Rotation matrix. + """ + sin = np.sin(theta) + cos = np.cos(theta) + return np.array(((cos, -sin, 0.), + (sin, +cos, 0.), + (+0., +0.0, 1.))) + + +def _reshape_input(x, y=None, z=None, mesh_type='unstructured'): + """Reshape given axes, depending on the mesh type.""" + if mesh_type == 'unstructured': + x, y, z = _reshape_input_axis_from_unstruct(x, y, z) + elif mesh_type == 'structured': + x, y, z = _reshape_input_axis_from_struct(x, y, z) + return x, y, z + + +def _reshape_input_axis_from_unstruct(x, y=None, z=None): + """Reshape given axes for vectorisation on unstructured grid.""" + x = np.atleast_1d(x) + y = np.atleast_1d(y) + z = np.atleast_1d(z) + x = np.reshape(x, (len(x), 1)) + y = np.reshape(y, (len(y), 1)) + z = np.reshape(z, (len(z), 1)) + return (x, y, z) + + +def _reshape_input_axis_from_struct(x, y=None, z=None): + """Reshape given axes for vectorisation on unstructured grid.""" + x = np.atleast_1d(x) + y = np.atleast_1d(y) + z = np.atleast_1d(z) + x = np.reshape(x, (len(x), 1, 1, 1)) + y = np.reshape(y, (1, len(y), 1, 1)) + z = np.reshape(z, (1, 1, len(z), 1)) + return (x, y, z) + + if __name__ == '__main__': import doctest doctest.testmod() diff --git a/gstools/variogram/__init__.py b/gstools/variogram/__init__.py index 07ee5b570..0666380e1 100644 --- a/gstools/variogram/__init__.py +++ b/gstools/variogram/__init__.py @@ -1,10 +1,25 @@ -#! /usr/bin/env python # -*- coding: utf-8 -*- -from __future__ import division, absolute_import, print_function +""" +GStools subpackage providing tools for estimating and fitting variograms. +.. currentmodule:: gstools.variogram -from gstools.variogram.variogram import (estimate_structured, - estimate_unstructured) +Included functions +------------------ +The following functions are provided +.. autosummary:: + estimate_unstructured + estimate_structured +""" +from __future__ import absolute_import -__all__ = ['estimate_unstructured', 'estimate_structured'] +from gstools.variogram.variogram import ( + estimate_structured, + estimate_unstructured, +) + +__all__ = [ + 'estimate_unstructured', + 'estimate_structured', +] diff --git a/gstools/variogram/estimator.pyx b/gstools/variogram/estimator.pyx index 69f77019b..cef555a69 100644 --- a/gstools/variogram/estimator.pyx +++ b/gstools/variogram/estimator.pyx @@ -1,4 +1,3 @@ -#!/usr/bin/env python # -*- coding: utf-8 -*- """ This is the variogram estimater, implemented in cython. diff --git a/gstools/variogram/variogram.py b/gstools/variogram/variogram.py index 9b0cf990a..936ee267e 100644 --- a/gstools/variogram/variogram.py +++ b/gstools/variogram/variogram.py @@ -1,55 +1,78 @@ -#!/usr/bin/env python # -*- coding: utf-8 -*- """ -A collection of tools for estimating and fitting variograms. -""" -from __future__ import division, absolute_import, print_function +GStools subpackage providing tools for estimating and fitting variograms. -import numpy as np +.. currentmodule:: gstools.variogram.variogram -from gstools.field import RNG -from gstools.variogram.estimator import (unstructured, structured_3d, - structured_2d, structured_1d, - ma_structured_3d, ma_structured_2d, - ma_structured_1d) +The following functions are provided +.. autosummary:: + estimate_unstructured + estimate_structured +""" +from __future__ import division, absolute_import, print_function -def estimate_unstructured(field, bin_edges, x, y=None, z=None, sampling_size=None): - """Estimates the variogram of the unstructured input data. +import numpy as np +from gstools.variogram.estimator import ( + unstructured, + structured_3d, + structured_2d, + structured_1d, + ma_structured_3d, + ma_structured_2d, + ma_structured_1d, +) + +__all__ = [ + "estimate_unstructured", + "estimate_structured", +] + + +def estimate_unstructured( + field, + bin_edges, + x, + y=None, + z=None, + sampling_size=None, +): + r""" + Estimates the variogram of the unstructured input data. The algorithm calculates following equation: .. math:: - \\gamma(r_k) = \\frac{1}{2 N} \\sum_{i=1}^N (z(\\mathbf x_i) - - z(\\mathbf x_i'))^2, \\; \mathrm{ with} - - r_k \\leq \\| \\mathbf x_i - \\mathbf x_i' \\| < r_{k+1} + \gamma(r_k) = \frac{1}{2 N} \sum_{i=1}^N (z(\mathbf x_i) - + z(\mathbf x_i'))^2, \; \mathrm{ with} + r_k \leq \| \mathbf x_i - \mathbf x_i' \| < r_{k+1} Parameters ---------- - f : ndarray + field : :class:`numpy.ndarray` the spatially distributed data - bin_edges : ndarray + bin_edges : :class:`numpy.ndarray` the bins on which the variogram will be calculated - x : ndarray + x : :class:`numpy.ndarray` first components of position vectors - y : ndarray, optional + y : :class:`numpy.ndarray`, optional analog to x - z : ndarray, optional + z : :class:`numpy.ndarray`, optional analog to x - sampling_size : int + sampling_size : :class:`int` for large input data, this method can take a long time to compute the variogram, therefore this argument specifies the number of data points to sample randomly Returns ------- - ndarray - the estimated variogram + :class:`tuple` of :class:`numpy.ndarray` + the estimated variogram and the bin centers """ + bin_centres = (bin_edges[:-1] + bin_edges[1:]) / 2. - if sampling_size is not None or sampling_size >= len(field): + if sampling_size is not None and sampling_size < len(field): sampled_idx = np.random.choice(np.arange(len(field)), sampling_size, replace=False) field = field[sampled_idx] @@ -61,30 +84,35 @@ def estimate_unstructured(field, bin_edges, x, y=None, z=None, sampling_size=Non return unstructured(field, bin_edges, x, y, z), bin_centres -def estimate_structured(pos, field, direction='x'): - """Estimates the variogram of the input data on a regular grid. + +def estimate_structured( + pos, + field, + direction='x', +): + r"""Estimates the variogram of the input data on a regular grid. The axis of the given direction is used for the bins. The algorithm calculates following equation: .. math:: - \\gamma(r_k) = \\frac{1}{2 N} \\sum_{i=1}^N (z(\\mathbf x_i) - - z(\\mathbf x_i'))^2, \\; \mathrm{ with} + \gamma(r_k) = \frac{1}{2 N} \sum_{i=1}^N (z(\mathbf x_i) - + z(\mathbf x_i'))^2, \; \mathrm{ with} - r_k \\leq \\| \\mathbf x_i - \\mathbf x_i' \\| < r_{k+1} + r_k \leq \| \mathbf x_i - \mathbf x_i' \| < r_{k+1} Parameters ---------- - pos : tuple - a tuple of ndarrays containing the axes - field : ndarray + pos : :class:`tuple` + a tuple of :class:`numpy.ndarray` containing the axes + field : :class:`numpy.ndarray` the spatially distributed data - direction : string + direction : :class:`str` the axis over which the variogram will be estimated (x, y, z) Returns ------- - ndarray + :class:`numpy.ndarray` the estimated variogram along the given direction. """ shape = field.shape diff --git a/setup.py b/setup.py index ecbd79b7a..02fc998bb 100644 --- a/setup.py +++ b/setup.py @@ -1,71 +1,75 @@ -#!/usr/bin/env python # -*- coding: utf-8 -*- """GeostatTools: A geostatistical toolbox.""" from __future__ import division, absolute_import, print_function -import numpy - - -doclines = __doc__.split('\n') - - -classifiers = [ -'Development Status :: 3 - Alpha', -'Intended Audience :: Developers', -'Intended Audience :: End Users/Desktop', -'Intended Audience :: Science/Research', -'License :: OSI Approved :: GNU General Public License v3 (GPLv3)', -'Natural Language :: English', -'Operating System :: Unix', -'Programming Language :: Python', -'Programming Language :: Python :: 2', -'Programming Language :: Python :: 3', -'Topic :: Scientific/Engineering', -'Topic :: Utilities', -] - -long_description = 'See `here `_ for more information.' - -MAJOR = 0 -MINOR = 3 -MICRO = 6 -ISRELEASED = False -VERSION = '%d.%d.%d' % (MAJOR, MINOR, MICRO) - import os +import numpy from setuptools import setup, find_packages from setuptools.extension import Extension + try: from Cython.Build import cythonize except ImportError: - use_cython = False + USE_CYTHON = False else: - use_cython = True + USE_CYTHON = True + +DOCLINES = __doc__.split('\n') +README = open('README.md').read() + +CLASSIFIERS = [ + 'Development Status :: 3 - Alpha', + 'Intended Audience :: Developers', + 'Intended Audience :: End Users/Desktop', + 'Intended Audience :: Science/Research', + 'License :: OSI Approved :: GNU General Public License v3 (GPLv3)', + 'Natural Language :: English', + 'Operating System :: Unix', + 'Programming Language :: Python', + 'Programming Language :: Python :: 2', + 'Programming Language :: Python :: 3', + 'Topic :: Scientific/Engineering', + 'Topic :: Utilities', +] -ext_modules = [] -if use_cython: - ext_modules += cythonize(os.path.join('gstools', 'variogram', - 'estimator.pyx')) +EXT_MODULES = [] +if USE_CYTHON: + EXT_MODULES += cythonize(os.path.join('gstools', 'variogram', + 'estimator.pyx')) else: - ext_modules += [Extension('gstools.variogram.estimator', - [os.path.join('gstools', 'variogram', 'estimator.c')], - include_dirs = [numpy.get_include()])] + EXT_MODULES += [Extension('gstools.variogram.estimator', + [os.path.join('gstools', + 'variogram', + 'estimator.c')], + include_dirs=[numpy.get_include()])] +# This is the important part. By setting this compiler directive, cython will +# embed signature information in docstrings. Sphinx then knows how to extract +# and use those signatures. +# python setup.py build_ext --inplace --> then sphinx build +for ext in EXT_MODULES: + ext.cython_directives = {"embedsignature": True} +# version import not possible due to cython (separate __version__ in __init__) +VERSION = "0.3.6" setup( - name = 'gstools', - version = VERSION, - maintainer = 'Lennart Schueler', - maintainer_email = "lennart.schueler@ufz.de", - description = doclines[0], - long_description = long_description, - author = "Lennart Schueler", - author_email = "lennart.schueler@ufz.de", + name='gstools', + version=VERSION, + maintainer='Lennart Schueler', + maintainer_email="lennart.schueler@ufz.de", + description=DOCLINES[0], + long_description=README, + long_description_content_type="text/markdown", + author="Lennart Schueler", + author_email="lennart.schueler@ufz.de", url='https://github.com/LSchueler/GSTools', - license = 'GPL - see LICENSE', - classifiers = classifiers, - platforms = ["Linux"], - include_package_data = True, - install_requires = ['numpy', 'scipy'], - packages = find_packages(exclude=['tests*', 'docs*']), - ext_modules = ext_modules, - include_dirs = [numpy.get_include()], + license='GPL - see LICENSE', + classifiers=CLASSIFIERS, + platforms=["Linux"], + include_package_data=True, + install_requires=[ + 'numpy', + 'scipy', + ], + packages=find_packages(exclude=['tests*', 'docs*']), + ext_modules=EXT_MODULES, + include_dirs=[numpy.get_include()], ) diff --git a/tests/test_randmeth.py b/tests/test_randmeth.py index 566936d92..219043a34 100644 --- a/tests/test_randmeth.py +++ b/tests/test_randmeth.py @@ -1,5 +1,3 @@ - -#!/usr/bin/env python # -*- coding: utf-8 -*- """ This is the unittest of the RandMeth class. @@ -29,14 +27,17 @@ def setUp(self): self.y_tuple = np.reshape(self.y_tuple, (len(self.y_tuple), 1)) self.z_tuple = np.reshape(self.z_tuple, (len(self.z_tuple), 1)) - self.rm_1d = RandMeth(1, self.cov_model, self.len_scale, 100, self.seed) - self.rm_2d = RandMeth(2, self.cov_model, self.len_scale, 100, self.seed) - self.rm_3d = RandMeth(3, self.cov_model, self.len_scale, 100, self.seed) + self.rm_1d = RandMeth(1, self.cov_model, + self.len_scale, 100, self.seed) + self.rm_2d = RandMeth(2, self.cov_model, + self.len_scale, 100, self.seed) + self.rm_3d = RandMeth(3, self.cov_model, + self.len_scale, 100, self.seed) def test_unstruct_1d(self): modes = self.rm_1d(self.x_tuple) self.assertAlmostEqual(modes[0], 2.61114815) - self.assertAlmostEqual(modes[1],-1.09762656) + self.assertAlmostEqual(modes[1], -1.09762656) def test_unstruct_2d(self): modes = self.rm_2d(self.x_tuple, self.y_tuple) @@ -51,25 +52,25 @@ def test_unstruct_3d(self): def test_struct_1d(self): modes = self.rm_1d(self.x_grid) self.assertAlmostEqual(modes[0], 2.61114815) - self.assertAlmostEqual(modes[1],-0.98901582) + self.assertAlmostEqual(modes[1], -0.98901582) def test_struct_2d(self): modes = self.rm_2d(self.x_grid, self.y_grid) - self.assertAlmostEqual(modes[0,0], 0.66896403) - self.assertAlmostEqual(modes[1,0],-0.66976332) - self.assertAlmostEqual(modes[0,1],-2.08766420) - self.assertAlmostEqual(modes[1,1], 0.71573459) + self.assertAlmostEqual(modes[0, 0], 0.66896403) + self.assertAlmostEqual(modes[1, 0], -0.66976332) + self.assertAlmostEqual(modes[0, 1], -2.08766420) + self.assertAlmostEqual(modes[1, 1], 0.71573459) def test_struct_3d(self): modes = self.rm_3d(self.x_grid, self.y_grid, self.z_grid) - self.assertAlmostEqual(modes[0,0,0], 0.28444828) - self.assertAlmostEqual(modes[1,0,0], 0.62812678) - self.assertAlmostEqual(modes[0,1,0], 2.90484916) - self.assertAlmostEqual(modes[0,0,1], 0.06608837) - self.assertAlmostEqual(modes[1,1,0],-0.49580849) - self.assertAlmostEqual(modes[0,1,1], 0.81327753) - self.assertAlmostEqual(modes[1,0,1], 1.53838263) - self.assertAlmostEqual(modes[1,1,1], 0.64161150) + self.assertAlmostEqual(modes[0, 0, 0], 0.28444828) + self.assertAlmostEqual(modes[1, 0, 0], 0.62812678) + self.assertAlmostEqual(modes[0, 1, 0], 2.90484916) + self.assertAlmostEqual(modes[0, 0, 1], 0.06608837) + self.assertAlmostEqual(modes[1, 1, 0], -0.49580849) + self.assertAlmostEqual(modes[0, 1, 1], 0.81327753) + self.assertAlmostEqual(modes[1, 0, 1], 1.53838263) + self.assertAlmostEqual(modes[1, 1, 1], 0.64161150) def test_reset(self): modes = self.rm_2d(self.x_tuple, self.y_tuple) @@ -84,7 +85,7 @@ def test_reset(self): self.rm_2d.reset(2, self.cov_model, self.len_scale, 100, 74893621) modes = self.rm_2d(self.x_tuple, self.y_tuple) self.assertAlmostEqual(modes[0], 0.93183497) - self.assertAlmostEqual(modes[1],-1.46225851) + self.assertAlmostEqual(modes[1], -1.46225851) def test_scalar(self): mode = self.rm_1d(10.) diff --git a/tests/test_rng.py b/tests/test_rng.py index e77f7985d..25d19c01e 100644 --- a/tests/test_rng.py +++ b/tests/test_rng.py @@ -1,4 +1,3 @@ -#!/usr/bin/env python # -*- coding: utf-8 -*- """ This is the unittest of the RNG class. @@ -37,11 +36,11 @@ def test_rng_consistency_1d(self): #explicit for better debugging, so the line is found immediately Z, k = rng('gau', l, mode_no=1) - self.assertAlmostEqual(Z[0,0], Z_refs[0]) - self.assertAlmostEqual(k[0,0], k_refs[0]) + self.assertAlmostEqual(Z[0, 0], Z_refs[0]) + self.assertAlmostEqual(k[0, 0], k_refs[0]) Z, k = rng('gau', l, mode_no=1) - self.assertAlmostEqual(Z[0,0], Z_refs[1]) - self.assertAlmostEqual(k[0,0], k_refs[1]) + self.assertAlmostEqual(Z[0, 0], Z_refs[1]) + self.assertAlmostEqual(k[0, 0], k_refs[1]) def test_rng_consistency_2d(self): rng = RNG(2, 21021997) @@ -61,11 +60,11 @@ def test_rng_consistency_2d(self): #explicit for better debugging, so the line is found immediately Z, k = rng('gau', l, mode_no=1) - self.assertAlmostEqual(Z[0,0], Z_refs[0]) - self.assertAlmostEqual(k[0,0], k_refs[0]) + self.assertAlmostEqual(Z[0, 0], Z_refs[0]) + self.assertAlmostEqual(k[0, 0], k_refs[0]) Z, k = rng('gau', l, mode_no=1) - self.assertAlmostEqual(Z[0,0], Z_refs[1]) - self.assertAlmostEqual(k[0,0], k_refs[1]) + self.assertAlmostEqual(Z[0, 0], Z_refs[1]) + self.assertAlmostEqual(k[0, 0], k_refs[1]) def test_rng_consistency_3d(self): rng = RNG(3, 21021997) @@ -85,11 +84,11 @@ def test_rng_consistency_3d(self): #explicit for better debugging, so the line is found immediately Z, k = rng('gau', l, mode_no=1) - self.assertAlmostEqual(Z[0,0], Z_refs[0]) - self.assertAlmostEqual(k[0,0], k_refs[0]) + self.assertAlmostEqual(Z[0, 0], Z_refs[0]) + self.assertAlmostEqual(k[0, 0], k_refs[0]) Z, k = rng('gau', l, mode_no=1) - self.assertAlmostEqual(Z[0,0], Z_refs[1]) - self.assertAlmostEqual(k[0,0], k_refs[1]) + self.assertAlmostEqual(Z[0, 0], Z_refs[1]) + self.assertAlmostEqual(k[0, 0], k_refs[1]) def test_call(self): for d in range(len(self.rngs)): @@ -104,9 +103,9 @@ def test_gau(self): self.assertEqual(k.shape, (d+1, self.many_modes)) self.assertAlmostEqual(np.mean(k), 0., places=2) self.assertAlmostEqual(np.std(k), 1/self.len_scale, places=2) - self.assertAlmostEqual(skew(k[0,:]), 0., places=2) - self.assertAlmostEqual(kurtosis(k[0,:]), 0., places=1) - self.assertLess(normaltest(k[0,:])[1], 0.05) + self.assertAlmostEqual(skew(k[0, :]), 0., places=2) + self.assertAlmostEqual(kurtosis(k[0, :]), 0., places=1) + self.assertLess(normaltest(k[0, :])[1], 0.05) if __name__ == '__main__': diff --git a/tests/test_srf.py b/tests/test_srf.py index c2dda9df3..db9ab916f 100644 --- a/tests/test_srf.py +++ b/tests/test_srf.py @@ -13,13 +13,13 @@ class TestSRF(unittest.TestCase): def setUp(self): self.cov_model = { - 'dim': 2, - 'mean': .3, - 'var': 1.5, - 'len_scale': 4., - 'model': 'gau', - 'mode_no': 100, - } + 'dim': 2, + 'mean': .3, + 'var': 1.5, + 'len_scale': 4., + 'model': 'gau', + 'mode_no': 100, + } self.seed = 825718662 self.x_grid = np.linspace(0., 12., 48) @@ -38,8 +38,10 @@ def setUp(self): def test_shape_1d(self): self.cov_model['dim'] = 1 srf = SRF(**self.cov_model) - field_str = srf(self.x_grid, seed=self.seed, mesh_type='structured') - field_unstr = srf(self.x_tuple, seed=self.seed, mesh_type='unstructured') + field_str = srf(self.x_grid, seed=self.seed, + mesh_type='structured') + field_unstr = srf(self.x_tuple, seed=self.seed, + mesh_type='unstructured') self.assertEqual(field_str.shape, (len(self.x_grid), )) self.assertEqual(field_unstr.shape, (len(self.x_tuple), )) @@ -61,18 +63,20 @@ def test_shape_3d(self): field_unstr = srf(self.x_tuple, self.y_tuple, self.z_tuple, seed=987654, mesh_type='unstructured') self.assertEqual(field_str.shape, (len(self.x_grid), len(self.y_grid), - len(self.z_grid))) + len(self.z_grid))) self.assertEqual(field_unstr.shape, (len(self.x_tuple), )) def test_anisotropy_2d(self): srf = SRF(**self.cov_model) - field_iso = srf(self.x_grid, self.y_grid, seed=self.seed, mesh_type='structured') + field_iso = srf(self.x_grid, self.y_grid, seed=self.seed, + mesh_type='structured') self.cov_model['anis'] = 2. srf = SRF(**self.cov_model) - field_aniso = srf(self.x_grid, self.y_grid, seed=self.seed, mesh_type='structured') - self.assertAlmostEqual(field_iso[0,0], field_aniso[0,0]) - self.assertAlmostEqual(field_iso[0,4], field_aniso[0,2]) - self.assertAlmostEqual(field_iso[0,10], field_aniso[0,5]) + field_aniso = srf(self.x_grid, self.y_grid, seed=self.seed, + mesh_type='structured') + self.assertAlmostEqual(field_iso[0, 0], field_aniso[0, 0]) + self.assertAlmostEqual(field_iso[0, 4], field_aniso[0, 2]) + self.assertAlmostEqual(field_iso[0, 10], field_aniso[0, 5]) def test_anisotropy_3d(self): self.cov_model['dim'] = 3 @@ -83,57 +87,61 @@ def test_anisotropy_3d(self): srf = SRF(**self.cov_model) field_aniso = srf(self.x_grid, self.y_grid, self.z_grid, seed=self.seed, mesh_type='structured') - self.assertAlmostEqual(field_iso[0,0,0], field_aniso[0,0,0]) - self.assertAlmostEqual(field_iso[0,4,0], field_aniso[0,2,0]) - self.assertAlmostEqual(field_iso[0,10,0], field_aniso[0,5,0]) - self.assertAlmostEqual(field_iso[0,0,0], field_aniso[0,0,0]) - self.assertAlmostEqual(field_iso[0,0,1], field_aniso[0,0,4]) - self.assertAlmostEqual(field_iso[0,0,3], field_aniso[0,0,12]) + self.assertAlmostEqual(field_iso[0, 0, 0], field_aniso[0, 0, 0]) + self.assertAlmostEqual(field_iso[0, 4, 0], field_aniso[0, 2, 0]) + self.assertAlmostEqual(field_iso[0, 10, 0], field_aniso[0, 5, 0]) + self.assertAlmostEqual(field_iso[0, 0, 0], field_aniso[0, 0, 0]) + self.assertAlmostEqual(field_iso[0, 0, 1], field_aniso[0, 0, 4]) + self.assertAlmostEqual(field_iso[0, 0, 3], field_aniso[0, 0, 12]) def test_rotation_2d(self): x_len = len(self.x_grid_c) y_len = len(self.y_grid_c) - xu, yu = np.meshgrid(self.x_grid_c, self.y_grid_c) - xu = np.reshape(xu, x_len*y_len) - yu = np.reshape(yu, x_len*y_len) + x_u, y_u = np.meshgrid(self.x_grid_c, self.y_grid_c) + x_u = np.reshape(x_u, x_len*y_len) + y_u = np.reshape(y_u, x_len*y_len) self.cov_model['anis'] = 4. srf = SRF(**self.cov_model) - field = srf(xu, yu, seed=self.seed, mesh_type='unstructured') + field = srf(x_u, y_u, seed=self.seed, mesh_type='unstructured') field_str = np.reshape(field, (y_len, x_len)) self.cov_model['angles'] = np.pi/2. srf = SRF(**self.cov_model) - field_rot = srf(xu, yu, seed=self.seed, mesh_type='unstructured') + field_rot = srf(x_u, y_u, seed=self.seed, mesh_type='unstructured') field_rot_str = np.reshape(field_rot, (y_len, x_len)) - self.assertAlmostEqual(field_str[0,0], field_rot_str[-1,0]) - self.assertAlmostEqual(field_str[1,2], field_rot_str[-3,1]) + self.assertAlmostEqual(field_str[0, 0], field_rot_str[-1, 0]) + self.assertAlmostEqual(field_str[1, 2], field_rot_str[-3, 1]) def test_rotation_3d(self): x_len = len(self.x_grid_c) y_len = len(self.y_grid_c) z_len = len(self.z_grid_c) - xu, yu, zu = np.meshgrid(self.x_grid_c, self.y_grid_c, self.z_grid_c) - xu = np.reshape(xu, x_len*y_len*z_len) - yu = np.reshape(yu, x_len*y_len*z_len) - zu = np.reshape(zu, x_len*y_len*z_len) + x_u, y_u, z_u = np.meshgrid(self.x_grid_c, + self.y_grid_c, + self.z_grid_c) + x_u = np.reshape(x_u, x_len*y_len*z_len) + y_u = np.reshape(y_u, x_len*y_len*z_len) + z_u = np.reshape(z_u, x_len*y_len*z_len) self.cov_model['dim'] = 3 self.cov_model['anis'] = (4., 2.) srf = SRF(**self.cov_model) - field = srf(xu, yu, zu, seed=self.seed, mesh_type='unstructured') + field = srf(x_u, y_u, z_u, seed=self.seed, + mesh_type='unstructured') field_str = np.reshape(field, (y_len, x_len, z_len)) self.cov_model['angles'] = (np.pi/2., np.pi/2.) srf = SRF(**self.cov_model) - field_rot = srf(xu, yu, zu, seed=self.seed, mesh_type='unstructured') + field_rot = srf(x_u, y_u, z_u, seed=self.seed, + mesh_type='unstructured') field_rot_str = np.reshape(field_rot, (y_len, x_len, z_len)) - self.assertAlmostEqual(field_str[ 0, 0, 0], field_rot_str[-1,-1, 0]) - self.assertAlmostEqual(field_str[ 1, 2, 0], field_rot_str[-3,-1, 1]) - self.assertAlmostEqual(field_str[ 0, 0, 1], field_rot_str[-1,-2, 0]) + self.assertAlmostEqual(field_str[0, 0, 0], field_rot_str[-1, -1, 0]) + self.assertAlmostEqual(field_str[1, 2, 0], field_rot_str[-3, -1, 1]) + self.assertAlmostEqual(field_str[0, 0, 1], field_rot_str[-1, -2, 0]) def test_calls(self): srf = SRF(**self.cov_model) @@ -147,8 +155,8 @@ def test_calls(self): srf.generate(self.x_tuple, self.y_tuple, seed=self.seed, mesh_type='structured') field2 = srf.structured(self.x_tuple, self.y_tuple, seed=self.seed) - self.assertAlmostEqual(field[0,0], srf.field[0,0]) - self.assertAlmostEqual(field[0,0], field2[0,0]) + self.assertAlmostEqual(field[0, 0], srf.field[0, 0]) + self.assertAlmostEqual(field[0, 0], field2[0, 0]) def test_assertions(self): self.cov_model['dim'] = 0 @@ -162,7 +170,8 @@ def test_assertions(self): self.cov_model['dim'] = 3 srf = SRF(**self.cov_model) self.assertRaises(ValueError, srf, self.x_tuple, self.y_tuple) - self.assertRaises(ValueError, srf, self.x_grid, self.y_grid, self.z_grid) + self.assertRaises(ValueError, srf, + self.x_grid, self.y_grid, self.z_grid) self.assertRaises(ValueError, srf, self.x_tuple, self.y_tuple, self.z_tuple, self.seed, 'hyper_mesh') diff --git a/tests/test_variogram_structured.py b/tests/test_variogram_structured.py index 606a2c3d8..100b382b3 100644 --- a/tests/test_variogram_structured.py +++ b/tests/test_variogram_structured.py @@ -1,14 +1,21 @@ -#!/usr/bin/env python # -*- coding: utf-8 -*- """ This is a unittest of the variogram module. """ from __future__ import division, absolute_import, print_function +import sys import unittest import numpy as np from gstools import variogram +PY3 = sys.version_info[0] == 3 +# in python3 "long" was replaced with "int" +if PY3: + LONGTYPE = int +else: + LONGTYPE = long + class TestVariogramstructured(unittest.TestCase): def setUp(self): @@ -28,8 +35,8 @@ def test_ints(self): self.assertAlmostEqual(gamma[1], 50., places=4) def test_longs(self): - x = np.arange(1, 5, 1, dtype=long) - z = np.array((10, 20, 30, 40), dtype=long) + x = np.arange(1, 5, 1, dtype=LONGTYPE) + z = np.array((10, 20, 30, 40), dtype=LONGTYPE) gamma = variogram.estimate_structured(x, z) self.assertAlmostEqual(gamma[1], 50., places=4) @@ -47,18 +54,18 @@ def test_mixed(self): self.assertAlmostEqual(gamma[1], .4917, places=4) x = np.arange(1, 5, 1, dtype=np.double) - z = np.array((10, 20, 30, 40), dtype=long) + z = np.array((10, 20, 30, 40), dtype=LONGTYPE) gamma = variogram.estimate_structured(x, z) self.assertAlmostEqual(gamma[1], 50., places=4) x = np.arange(1, 5, 1, dtype=np.double) - z = np.array((10, 20, 30, 40), dtype=long) + z = np.array((10, 20, 30, 40), dtype=LONGTYPE) gamma = variogram.estimate_structured(x, z) self.assertAlmostEqual(gamma[1], 50., places=4) def test_1d(self): x = np.arange(1, 11, 1, dtype=np.double) - #literature values + # literature values z = np.array((41.2, 40.2, 39.7, 39.2, 40.1, 38.3, 39.1, 40.0, 41.1, 40.3), dtype=np.double) gamma = variogram.estimate_structured(x, z) @@ -68,7 +75,7 @@ def test_1d(self): def test_masked_1d(self): x = np.arange(1, 11, 1, dtype=np.double) - #literature values + # literature values z = np.array((41.2, 40.2, 39.7, 39.2, 40.1, 38.3, 39.1, 40.0, 41.1, 40.3), dtype=np.double) z_ma = np.ma.masked_array(z, mask=[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]) @@ -123,9 +130,9 @@ def test_directions_2d(self): rng = np.random.RandomState(1479373475) x_rand = rng.rand(len(x)) y_rand = rng.rand(len(y)) - #random values repeated along y-axis + # random values repeated along y-axis field_x = np.tile(x_rand, (len(y), 1)).T - #random values repeated along x-axis + # random values repeated along x-axis field_y = np.tile(y_rand, (len(x), 1)) gamma_x_x = variogram.estimate_structured((x, y), field_x, diff --git a/tests/test_variogram_unstructured.py b/tests/test_variogram_unstructured.py index 0687fc574..e7c6bb83c 100644 --- a/tests/test_variogram_unstructured.py +++ b/tests/test_variogram_unstructured.py @@ -5,10 +5,19 @@ """ from __future__ import division, absolute_import, print_function +import sys import unittest import numpy as np from gstools import variogram +PY3 = sys.version_info[0] == 3 +# in python3 "long" was replaced with "int" +# https://docs.python.org/3.3/whatsnew/3.0.html#integers +if PY3: + LONGTYPE = int +else: + LONGTYPE = long + class TestVariogramUnstructured(unittest.TestCase): def setUp(self): @@ -30,9 +39,9 @@ def test_ints(self): self.assertAlmostEqual(gamma[0], 50., places=4) def test_longs(self): - x = np.arange(1, 5, 1, dtype=long) - z = np.array((10, 20, 30, 40), dtype=long) - bins = np.arange(1, 11, 1, dtype=long) + x = np.arange(1, 5, 1, dtype=LONGTYPE) + z = np.array((10, 20, 30, 40), dtype=LONGTYPE) + bins = np.arange(1, 11, 1, dtype=LONGTYPE) gamma, bin_centres = variogram.estimate_unstructured(z, bins, x) self.assertAlmostEqual(gamma[0], 50., places=4) @@ -52,20 +61,20 @@ def test_mixed(self): self.assertAlmostEqual(gamma[0], .4917, places=4) x = np.arange(1, 5, 1, dtype=np.double) - z = np.array((10, 20, 30, 40), dtype=long) + z = np.array((10, 20, 30, 40), dtype=LONGTYPE) bins = np.arange(1, 11, 1, dtype=int) gamma, bin_centres = variogram.estimate_unstructured(z, bins, x) self.assertAlmostEqual(gamma[0], 50., places=4) x = np.arange(1, 5, 1, dtype=np.double) - z = np.array((10, 20, 30, 40), dtype=long) + z = np.array((10, 20, 30, 40), dtype=LONGTYPE) bins = np.arange(1, 11, 1, dtype=np.double) gamma, bin_centres = variogram.estimate_unstructured(z, bins, x) self.assertAlmostEqual(gamma[0], 50., places=4) def test_1d(self): x = np.arange(1, 11, 1, dtype=np.double) - #literature values + # literature values z = np.array((41.2, 40.2, 39.7, 39.2, 40.1, 38.3, 39.1, 40.0, 41.1, 40.3), dtype=np.double) bins = np.arange(1, 11, 1, dtype=np.double) @@ -106,7 +115,8 @@ def test_uncorrelated_3d(self): bins = np.arange(0, 100, 10) - gamma, bin_centres = variogram.estimate_unstructured(field, bins, x, y, z) + gamma, bin_centres = variogram.estimate_unstructured(field, + bins, x, y, z) var = 1. / 12. self.assertAlmostEqual(gamma[0], var, places=2) @@ -121,8 +131,9 @@ def test_sampling_1d(self): bins = np.arange(0, 100, 10) - gamma, bin_centres = variogram.estimate_unstructured(field, bins, x, - sampling_size=2000) + gamma, bin_centres = variogram.estimate_unstructured( + field, bins, x, + sampling_size=5000) var = 1. / 12. self.assertAlmostEqual(gamma[0], var, places=2) @@ -141,8 +152,9 @@ def test_sampling_2d(self): bins = np.arange(0, 100, 10) - gamma, bin_centres = variogram.estimate_unstructured(field, bins, x, y, - sampling_size=2000) + gamma, bin_centres = variogram.estimate_unstructured( + field, bins, x, y, + sampling_size=2000) var = 1. / 12. self.assertAlmostEqual(gamma[0], var, places=2) @@ -163,14 +175,14 @@ def test_sampling_3d(self): bins = np.arange(0, 100, 10) - gamma, bin_centres = variogram.estimate_unstructured(field, bins, x, y, z, - sampling_size=2000) + gamma, bin_centres = variogram.estimate_unstructured( + field, bins, x, y, z, + sampling_size=2000) var = 1. / 12. self.assertAlmostEqual(gamma[0], var, places=2) self.assertAlmostEqual(gamma[len(gamma)//2], var, places=2) self.assertAlmostEqual(gamma[-1], var, places=2) - def test_assertions(self): x = np.arange(0, 10) x_e = np.arange(0, 11) @@ -183,13 +195,27 @@ def test_assertions(self): field = np.arange(0, 10) field_e = np.arange(0, 9) - self.assertRaises(ValueError, variogram.estimate_unstructured, field, bins, x_e) - self.assertRaises(ValueError, variogram.estimate_unstructured, field, bins, x, y_e) - self.assertRaises(ValueError, variogram.estimate_unstructured, field, bins, x, y_e, z) - self.assertRaises(ValueError, variogram.estimate_unstructured, field, bins, x, y, z_e) - self.assertRaises(ValueError, variogram.estimate_unstructured, field, bins, x_e, y, z) - self.assertRaises(ValueError, variogram.estimate_unstructured, field_e, bins, x, y, z) - self.assertRaises(ValueError, variogram.estimate_unstructured, field_e, bins, x) + self.assertRaises(ValueError, + variogram.estimate_unstructured, + field, bins, x_e) + self.assertRaises(ValueError, + variogram.estimate_unstructured, + field, bins, x, y_e) + self.assertRaises(ValueError, + variogram.estimate_unstructured, + field, bins, x, y_e, z) + self.assertRaises(ValueError, + variogram.estimate_unstructured, + field, bins, x, y, z_e) + self.assertRaises(ValueError, + variogram.estimate_unstructured, + field, bins, x_e, y, z) + self.assertRaises(ValueError, + variogram.estimate_unstructured, + field_e, bins, x, y, z) + self.assertRaises(ValueError, + variogram.estimate_unstructured, + field_e, bins, x) if __name__ == '__main__': From 33792ac802d4623999c347525ddd46e78af99a9b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sebastian=20M=C3=BCller?= Date: Tue, 10 Jul 2018 15:46:45 +0200 Subject: [PATCH 4/4] updated pull-request --- docs/source/conf.py | 4 ++-- gstools/field/rng.py | 20 ++++------------ gstools/variogram/variogram.py | 15 ++++-------- setup.py | 42 ++++++++++++++++++---------------- 4 files changed, 32 insertions(+), 49 deletions(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index e7681f039..eda72d109 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -1,7 +1,7 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- # -# AnaFlow documentation build configuration file, created by +# GeoStatTools documentation build configuration file, created by # sphinx-quickstart on Fri Jan 5 14:20:43 2018. # # This file is execfile()d with the current directory set to its @@ -169,7 +169,7 @@ def __getattr__(clsm, name): # -- Options for HTMLHelp output ------------------------------------------ # Output file base name for HTML help builder. -htmlhelp_basename = 'welltestpydoc' +htmlhelp_basename = 'GeoStatToolsdoc' # -- Options for LaTeX output --------------------------------------------- diff --git a/gstools/field/rng.py b/gstools/field/rng.py index 3f563ff5b..d994755cf 100644 --- a/gstools/field/rng.py +++ b/gstools/field/rng.py @@ -51,18 +51,6 @@ def __init__(self, dim, seed=None): self._master_RNG = None self.seed = seed - self._trans_1d = lambda len_scale, r: r / len_scale - self._trans_2d = [lambda len_scale, r, phi: - r*np.cos(phi) / len_scale, - lambda len_scale, r, phi: - r*np.sin(phi) / len_scale] - self._trans_3d = [lambda len_scale, r, theta, phi: - r * np.sin(theta) * np.cos(phi) / len_scale, - lambda len_scale, r, theta, phi: - r * np.sin(theta) * np.sin(phi) / len_scale, - lambda len_scale, r, theta, phi=None: - r * np.cos(theta) / len_scale] - def __call__(self, model, len_scale, mode_no=1000, **kwargs): """ A standardized interface for the different covariance models. @@ -155,9 +143,9 @@ def _prepare_random_numbers(self, mode_no): k = self.create_empty_k(mode_no) iid = np.empty_like(k) - for dim_i in range(self.dim): + for d in range(self.dim): rng = self._get_random_stream() - iid[dim_i] = rng.uniform(0., 1., mode_no) + iid[d] = rng.uniform(0., 1., mode_no) return k, iid def gau(self, len_scale, mode_no=1000, **kwargs): @@ -184,9 +172,9 @@ def gau(self, len_scale, mode_no=1000, **kwargs): the modes """ k = self.create_empty_k(mode_no) - for dim_i in range(self.dim): + for d in range(self.dim): rng = self._get_random_stream() - k[dim_i] = rng.normal(0., 1./len_scale, mode_no) + k[d] = rng.normal(0., 1./len_scale, mode_no) return k def exp(self, len_scale, mode_no=1000, **kwargs): diff --git a/gstools/variogram/variogram.py b/gstools/variogram/variogram.py index 936ee267e..47acf0d6e 100644 --- a/gstools/variogram/variogram.py +++ b/gstools/variogram/variogram.py @@ -30,13 +30,8 @@ def estimate_unstructured( - field, - bin_edges, - x, - y=None, - z=None, - sampling_size=None, -): + field, bin_edges, x, + y=None, z=None, sampling_size=None): r""" Estimates the variogram of the unstructured input data. @@ -86,10 +81,8 @@ def estimate_unstructured( def estimate_structured( - pos, - field, - direction='x', -): + pos, field, + direction='x'): r"""Estimates the variogram of the input data on a regular grid. The axis of the given direction is used for the bins. diff --git a/setup.py b/setup.py index 02fc998bb..0e1d20ac5 100644 --- a/setup.py +++ b/setup.py @@ -50,26 +50,28 @@ # version import not possible due to cython (separate __version__ in __init__) VERSION = "0.3.6" -setup( - name='gstools', - version=VERSION, - maintainer='Lennart Schueler', - maintainer_email="lennart.schueler@ufz.de", - description=DOCLINES[0], - long_description=README, - long_description_content_type="text/markdown", - author="Lennart Schueler", - author_email="lennart.schueler@ufz.de", - url='https://github.com/LSchueler/GSTools', - license='GPL - see LICENSE', - classifiers=CLASSIFIERS, - platforms=["Linux"], - include_package_data=True, - install_requires=[ +setup_kw = { + "name": 'gstools', + "version": VERSION, + "maintainer": 'Lennart Schueler', + "maintainer_email": "lennart.schueler@ufz.de", + "description": DOCLINES[0], + "long_description": README, + "long_description_content_type": "text/markdown", + "author": "Lennart Schueler", + "author_email": "lennart.schueler@ufz.de", + "url": 'https://github.com/LSchueler/GSTools', + "license": 'GPL - see LICENSE', + "classifiers": CLASSIFIERS, + "platforms": ["Linux"], + "include_package_data": True, + "install_requires": [ 'numpy', 'scipy', ], - packages=find_packages(exclude=['tests*', 'docs*']), - ext_modules=EXT_MODULES, - include_dirs=[numpy.get_include()], -) + "packages": find_packages(exclude=['tests*', 'docs*']), + "ext_modules": EXT_MODULES, + "include_dirs": [numpy.get_include()], +} + +setup(**setup_kw)