From 6af7454996abeb6c1a1cf20d38735e2e00c153c2 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Mon, 18 Jul 2016 23:16:41 +0100 Subject: [PATCH 001/211] add pint>=0.7 dependency --- .travis.yml | 2 +- anaconda_hyperspy_environment.yml | 1 + appveyor.yml | 4 ++-- setup.py | 3 ++- 4 files changed, 6 insertions(+), 4 deletions(-) diff --git a/.travis.yml b/.travis.yml index 93a1b42a00..d257c7cf42 100644 --- a/.travis.yml +++ b/.travis.yml @@ -26,7 +26,7 @@ install: - conda create -n testenv --yes $DEPS - source activate testenv - conda install pip - - pip install coverage coveralls traits traitsui request tqdm + - pip install coverage coveralls traits traitsui request tqdm pint - python setup.py install script: diff --git a/anaconda_hyperspy_environment.yml b/anaconda_hyperspy_environment.yml index bc3475b0bb..d7941651c5 100644 --- a/anaconda_hyperspy_environment.yml +++ b/anaconda_hyperspy_environment.yml @@ -26,4 +26,5 @@ dependencies: - pip: - python-dateutil - tqdm + - pint - hyperspy diff --git a/appveyor.yml b/appveyor.yml index e006450d82..97079cf8ad 100644 --- a/appveyor.yml +++ b/appveyor.yml @@ -58,7 +58,7 @@ install: - "%CMD_IN_ENV% move %PYTHON%\\sip %PYTHON%\\Lib\\site-packages\\PyQt4\\sip" - "%CMD_IN_ENV% conda install pip" # TODO: Remove once anaconda taitsui package is at v5: - - "IF \"%PYTHON_MAJOR%\" EQU \"3\" pip install --upgrade traitsui tqdm" + - "IF \"%PYTHON_MAJOR%\" EQU \"3\" pip install --upgrade traitsui tqdm pint" - ps: Add-AppveyorMessage "Installing hyperspy..." - "python setup.py install" @@ -112,7 +112,7 @@ before_deploy: # Install current hyperspy in WinPython - "SET PATH=%ORIGPATH%" - "%CMD_IN_ENV% %WP_INSTDIR%/scripts/env.bat" - - "%CMD_IN_ENV% pip install --upgrade configobj traitsui natsort start_jupyter_cm tqdm cython setuptools" + - "%CMD_IN_ENV% pip install --upgrade configobj traitsui natsort start_jupyter_cm tqdm cython pint setuptools" # Give info about python vesion and compiler used to compile the python - "%CMD_IN_ENV% python.exe -c \"import sys; print(sys.version)\"" - "%CMD_IN_ENV% python.exe setup.py recythonize" diff --git a/setup.py b/setup.py index f0ddfefa8c..af2164c1f2 100644 --- a/setup.py +++ b/setup.py @@ -60,7 +60,8 @@ 'dill', 'h5py', 'python-dateutil', - 'ipyparallel'] + 'ipyparallel', + 'pint>=0.7'] #the hack to deal with setuptools + installing the package in ReadTheDoc: if 'readthedocs.org' in sys.executable: From d5035d7082806cced7722a3fde771e5987fb5b5e Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 19 Jul 2016 15:09:54 +0100 Subject: [PATCH 002/211] add convert_to_units method to axes_manager using pint to_compact method and corresponding tests. --- hyperspy/axes.py | 115 ++++++++- .../tests/axes/test_conversion_scale_units.py | 224 ++++++++++++++++++ 2 files changed, 338 insertions(+), 1 deletion(-) create mode 100644 hyperspy/tests/axes/test_conversion_scale_units.py diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 4e457ef08b..590ede541c 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -22,6 +22,8 @@ import numpy as np import traits.api as t from traits.trait_errors import TraitError +import pint +import logging from hyperspy.events import Events, Event from hyperspy.misc.utils import isiterable, ordinal @@ -30,6 +32,8 @@ import warnings from hyperspy.exceptions import VisibleDeprecationWarning +_logger = logging.getLogger(__name__) +_ureg = pint.UnitRegistry() class ndindex_nat(np.ndindex): @@ -59,7 +63,44 @@ def generate_axis(offset, scale, size, offset_index=0): offset + scale * (size - 1 - offset_index), size) - +def _formatting_units(units): + units = units.replace(' ', '') + return units.replace('um', 'µm') + +def _ignore_conversion(units): + if units == t.Undefined: + return True + try: + _ureg(units) + except pint.errors.UndefinedUnitError: + warnings.warn('Unit "{}" not supported for conversion.'.format(units), + UserWarning) + return True + return False + +def _get_converted_compact_scale_units(scale, units, size): + """ Return scale and units converted to compact, human-readable units. + See to_compact() method of the pint library for details. + Size is the size of the considered axes. + """ + if _ignore_conversion(units): + return scale, units + scale = scale*_ureg(units) + scale_size = 0.5*scale*size + converted_scale = scale.to(scale_size.to_compact().units) + units = _formatting_units('{:~}'.format(converted_scale.units)) + + return float(converted_scale.magnitude), units + +def _get_converted_scale_units(scale, units, converted_units): + if _ignore_conversion(units): + return scale, units + scale = scale*_ureg(units) + scale = scale.to(_ureg(converted_units)) + units = _formatting_units('{:~}'.format(scale.units)) + + return float(scale.magnitude), units + class DataAxis(t.HasTraits): name = t.Str() units = t.Str() @@ -467,6 +508,36 @@ def update_from(self, axis, attributes=["scale", "offset", "units"]): any_changes = True return any_changes + def convert_to_units(self, units=None, filterwarning_action='always'): + """ Convert the scale and the units of the current axis. If the units + is not supported by the pint library, the scale and units are not + changed. + + Parameters + ---------- + units : list of string of the same length than axes, str or None. + Default = None + If list, the selected axes will be converted to the provided units. + If str, the navigation or signal axes will converted to the + provided units. + If `None`, the scale and the units to the appropriate scale and units + to avoid displaying scalebar with >3 digits or too small number. + filterwarning_action : str + Default = 'always' + Controls whether warnings are ignored, displayed, or turned into + errors. See warnings.filterwarnings documentation for more details. + """ + with warnings.catch_warnings(): + warnings.filterwarnings(filterwarning_action, category=UserWarning) + if units is None: + self.scale, self.units = _get_converted_compact_scale_units( + self.scale, + self.units, + self.size) + else: + self.scale, self.units = _get_converted_scale_units(self.scale, + self.units, + units) class AxesManager(t.HasTraits): @@ -818,6 +889,48 @@ def _on_scale_changed(self): def _on_offset_changed(self): self.events.any_axis_changed.trigger(obj=self) + def convert_units(self, axes=None, units=None, + filterwarning_action='always'): + """ Convert the scale and the units of the selected axes. If the units + is not supported by the pint library, the scale and units are not + changed. + + Parameters + ---------- + axes : iterable of `DataAxis` instances, str or None. + Default = None + Convert to the convenient scale and units on the specified axis. + If string, argument can be `navigation` or `signal` to select the + navigation or signal axes. + If `None`, convert all axes. + units : list of string of the same length than axes, str or None. + Default = None + If list, the selected axes will be converted to the provided units. + If str, the navigation or signal axes will converted to the + provided units. + If `None`, the scale and the units to the appropriate scale and units + to avoid displaying scalebar with >3 digits or too small number. + filterwarning_action : str + Default = 'always' + Controls whether warnings are ignored, displayed, or turned into + errors. See warnings.filterwarnings documentation for more details. + """ + _logger.debug('Axes manager: {}'.format(self)) + if axes is None: + axes = self.navigation_axes + self.signal_axes + elif axes == 'navigation': + axes = self.navigation_axes + elif axes == 'signal': + axes = self.signal_axes + if type(units) is str or units is None: + units = [units]*len(axes) + elif len(units) != len(axes): + _logger.error('Please provide a correct "units" argument') + for axis, units in zip(axes, units): + _logger.debug('axis: {}, units: {}'.format(axis.name, units)) + axis.convert_to_units(units, + filterwarning_action=filterwarning_action) + def update_axes_attributes_from(self, axes, attributes=["scale", "offset", "units"]): """Update the axes attributes to match those given. diff --git a/hyperspy/tests/axes/test_conversion_scale_units.py b/hyperspy/tests/axes/test_conversion_scale_units.py new file mode 100644 index 0000000000..1a1e8cc2cf --- /dev/null +++ b/hyperspy/tests/axes/test_conversion_scale_units.py @@ -0,0 +1,224 @@ +# -*- coding: utf-8 -*- +# Copyright 2007-2016 The HyperSpy developers +# +# This file is part of HyperSpy. +# +# HyperSpy is free software: you can redistribute it and/or modify +# it under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# HyperSpy is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with HyperSpy. If not, see . + +import nose.tools as nt +import traits.api as t + +from hyperspy.axes import DataAxis, AxesManager,\ + _get_converted_compact_scale_units, _get_converted_scale_units +from hyperspy.misc.test_utils import assert_warns + + +def test_units_not_supported_by_pint_raising_warning(): + with assert_warns( + message="not supported for conversion.", + category=UserWarning): + scale, units = _get_converted_scale_units(1.0, 'micron', 'nm') + nt.assert_almost_equal(scale, 1.0, places=5) + nt.assert_equal(units, 'micron') + +def test_convert_to_units(): + scale, units = _get_converted_scale_units(1.0, t.Undefined, 'nm') + nt.assert_almost_equal(scale, 1.0, places=5) + nt.assert_equal(units, t.Undefined) + + scale, units = _get_converted_scale_units(0.5, 'µm', 'nm') + nt.assert_almost_equal(scale, 500, places=5) + nt.assert_equal(units, 'nm') + + scale, units = _get_converted_scale_units(5, 'µm', 'cm') + nt.assert_almost_equal(scale, 0.0005, places=5) + nt.assert_equal(units, 'cm') + + scale, units = _get_converted_scale_units(5, '1/µm', '1/nm') + nt.assert_almost_equal(scale, 0.005, places=5) + nt.assert_equal(units, '1/nm') + + scale, units = _get_converted_scale_units(5, 'eV', 'keV') + nt.assert_almost_equal(scale, 0.005, places=5) + nt.assert_equal(units, 'keV') + +def test_get_appropriate_scale_unit(): + ##### Imaging ##### + # typical setting for high resolution image + scale, unit = _get_converted_compact_scale_units(12E-12, 'm', 2048) + nt.assert_equal(unit, 'nm') + nt.assert_almost_equal(scale, 0.012, places=5) + + # typical setting for nm resolution image + scale, unit = _get_converted_compact_scale_units(0.5E-9, 'm', 1024) + nt.assert_equal(unit, 'nm') + nt.assert_almost_equal(scale, 0.5, places=5) + + # typical setting for nm resolution image + scale, unit = _get_converted_compact_scale_units(1E-9, 'm', 1024) + nt.assert_equal(unit, 'nm') + nt.assert_almost_equal(scale, 1.0, places=5) + + ##### Diffraction ##### + # typical TEM diffraction + scale, unit = _get_converted_compact_scale_units(0.1E9, '1/m', 1024) + nt.assert_equal(unit, '1/nm') + nt.assert_almost_equal(scale, 0.1, places=5) + + # typical TEM diffraction + scale, unit = _get_converted_compact_scale_units(0.01E9, '1/m', 256) + nt.assert_equal(unit, '1/nm') + nt.assert_almost_equal(scale, 0.01, places=5) + + # high camera length diffraction + scale, unit = _get_converted_compact_scale_units(0.1E6, '1/m', 4096) + nt.assert_equal(unit, '1/µm') + nt.assert_almost_equal(scale, 0.1, places=5) + + # typical EDS resolution + scale, unit = _get_converted_compact_scale_units(50, 'eV', 4096) + nt.assert_equal(unit, 'keV') + nt.assert_almost_equal(scale, 0.05, places=5) + + ##### Spectroscopy ##### + # typical EELS resolution + scale, unit = _get_converted_compact_scale_units(0.2, 'eV', 2048) + nt.assert_equal(unit, 'eV') + nt.assert_almost_equal(scale, 0.2, places=5) + + # typical EELS resolution + scale, unit = _get_converted_compact_scale_units(1.0, 'eV', 2048) + nt.assert_equal(unit, 'keV') + nt.assert_almost_equal(scale, 0.001, places=5) + + # typical high resolution EELS resolution + scale, unit = _get_converted_compact_scale_units(0.05, 'eV', 100) + nt.assert_equal(unit, 'eV') + nt.assert_almost_equal(scale, 0.05, places=5) + + # typical high resolution EELS resolution + scale, unit = _get_converted_compact_scale_units(0.001, 'eV', 100) + nt.assert_equal(unit, 'meV') + nt.assert_almost_equal(scale, 1.0, places=5) + + # typical high resolution EELS resolution + scale, unit = _get_converted_compact_scale_units(0.001, 'eV', 2048) + nt.assert_equal(unit, 'eV') + nt.assert_almost_equal(scale, 0.001, places=5) + +class TestDataAxis: + + def setUp(self): + self.axis = DataAxis(size=2048, scale=12E-12, units='m') + + def test_convert_to_appropriate_scale_units(self): + self.axis.convert_to_units(units=None) + nt.assert_almost_equal(self.axis.scale, 0.012, places=5) + nt.assert_equal(self.axis.units, 'nm') + + def test_convert_to_units(self): + self.axis.convert_to_units(units='µm') + nt.assert_almost_equal(self.axis.scale, 12E-6, places=8) + nt.assert_equal(self.axis.units, 'µm') + + def test_units_not_supported_by_pint_no_warning_raised(self): + # Suppose to do nothing, not raising a warning, not converting scale + self.axis.units = 'micron' + self.axis.convert_to_units('m', filterwarning_action="ignore") + nt.assert_almost_equal(self.axis.scale, 12E-12, places=15) + nt.assert_equal(self.axis.units, 'micron') + + def test_units_not_supported_by_pint_warning_raised(self): + # raising a warning, not converting scale + self.axis.units = 'micron' + with assert_warns( + message="not supported for conversion.", + category=UserWarning): + self.axis.convert_to_units('m') + nt.assert_almost_equal(self.axis.scale, 12E-12, places=15) + nt.assert_equal(self.axis.units, 'micron') + +class TestAxesManager: + + def setup(self): + self.axes_list = [ + {'name': 'x', + 'navigate': True, + 'offset': 0.0, + 'scale': 1E-6, + 'size': 1024, + 'units': 'm'}, + {'name': 'y', + 'navigate': True, + 'offset': 0.0, + 'scale': 0.5E-9, + 'size': 1024, + 'units': 'm'}, + {'name': 'energy', + 'navigate': False, + 'offset': 0.0, + 'scale': 5.0, + 'size': 4096, + 'units': 'eV'}] + + self.am = AxesManager(self.axes_list) + + def test_appropriate_scale_unit(self): + self.am.convert_units() + nt.assert_equal(self.am['x'].units, 'µm') + nt.assert_almost_equal(self.am['x'].scale, 1.0, places=5) + nt.assert_equal(self.am['y'].units, 'nm') + nt.assert_almost_equal(self.am['y'].scale, 0.5, places=5) + nt.assert_equal(self.am['energy'].units, 'keV') + nt.assert_almost_equal(self.am['energy'].scale, 0.005, places=5) + + def test_convert_to_navigation_units(self): + self.am.convert_units(axes='navigation', units='µm') + nt.assert_almost_equal(self.am['x'].scale, 1.0, places=5) + nt.assert_equal(self.am['x'].units, 'µm') + nt.assert_almost_equal(self.am['y'].scale, 0.5E-3, places=5) + nt.assert_equal(self.am['y'].units, 'µm') + nt.assert_almost_equal(self.am['energy'].scale, + self.axes_list[-1]['scale'], places=5) + nt.assert_equal(self.am['energy'].units, self.axes_list[-1]['units']) + + def test_convert_to_navigation_units_list(self): + self.am.convert_units(axes='navigation', units=['µm', 'nm']) + nt.assert_almost_equal(self.am['x'].scale, 1000.0, places=5) + nt.assert_equal(self.am['x'].units, 'nm') + nt.assert_almost_equal(self.am['y'].scale, 0.5E-3, places=5) + nt.assert_equal(self.am['y'].units, 'µm') + nt.assert_almost_equal(self.am['energy'].scale, + self.axes_list[-1]['scale'], places=5) + nt.assert_equal(self.am['energy'].units, self.axes_list[-1]['units']) + + def test_convert_to_signal_units(self): + self.am.convert_units(axes='signal', units='keV') + nt.assert_almost_equal(self.am['x'].scale, self.axes_list[0]['scale'], + places=5) + nt.assert_equal(self.am['x'].units, self.axes_list[0]['units']) + nt.assert_almost_equal(self.am['y'].scale, self.axes_list[1]['scale'], + places=5) + nt.assert_equal(self.am['y'].units, self.axes_list[1]['units']) + nt.assert_almost_equal(self.am['energy'].scale, 0.005, places=5) + nt.assert_equal(self.am['energy'].units, 'keV') + + def test_convert_to_units_list(self): + self.am.convert_units(units=['µm', 'nm', 'meV']) + nt.assert_almost_equal(self.am['x'].scale, 1000.0, places=5) + nt.assert_equal(self.am['x'].units, 'nm') + nt.assert_almost_equal(self.am['y'].scale, 0.5E-3, places=5) + nt.assert_equal(self.am['y'].units, 'µm') + nt.assert_almost_equal(self.am['energy'].scale, 5E3, places=5) + nt.assert_equal(self.am['energy'].units, 'meV') \ No newline at end of file From b20e42340c68c623520d61339e3a00bb4e7104f8 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Mon, 25 Jul 2016 00:40:13 +0100 Subject: [PATCH 003/211] move unit conversion functions to UnitConversion class --- hyperspy/axes.py | 154 ++++++------ .../tests/axes/test_conversion_scale_units.py | 228 ++++++++++-------- 2 files changed, 216 insertions(+), 166 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 590ede541c..fe44e1bad9 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -63,45 +63,81 @@ def generate_axis(offset, scale, size, offset_index=0): offset + scale * (size - 1 - offset_index), size) -def _formatting_units(units): - units = units.replace(' ', '') - return units.replace('um', 'µm') - -def _ignore_conversion(units): - if units == t.Undefined: - return True - try: - _ureg(units) - except pint.errors.UndefinedUnitError: - warnings.warn('Unit "{}" not supported for conversion.'.format(units), - UserWarning) - return True - return False - -def _get_converted_compact_scale_units(scale, units, size): - """ Return scale and units converted to compact, human-readable units. - See to_compact() method of the pint library for details. - Size is the size of the considered axes. - """ - if _ignore_conversion(units): - return scale, units - scale = scale*_ureg(units) - scale_size = 0.5*scale*size - converted_scale = scale.to(scale_size.to_compact().units) - units = _formatting_units('{:~}'.format(converted_scale.units)) - - return float(converted_scale.magnitude), units - -def _get_converted_scale_units(scale, units, converted_units): - if _ignore_conversion(units): - return scale, units - scale = scale*_ureg(units) - scale = scale.to(_ureg(converted_units)) - units = _formatting_units('{:~}'.format(scale.units)) - - return float(scale.magnitude), units +class UnitConversion(object): + + def __init__(self, units=t.Undefined): + self.units = units + + def _ignore_conversion(self, units): + if units == t.Undefined: + return True + try: + _ureg(units) + except pint.errors.UndefinedUnitError: + warnings.warn('Unit "{}" not supported for conversion.'.format(units), + UserWarning) + return True + return False + + def _convert_compact_scale_units(self): + """ Return scale and units converted to compact, human-readable units. + See to_compact() method of the pint library for details. + Size is the size of the considered axes. + """ + if self._ignore_conversion(self.units): + return + scale = self.scale*_ureg(self.units) + scale_size = 0.5*scale*self.size + converted_scale = scale.to(scale_size.to_compact().units) + self.units = '{:~}'.format(converted_scale.units) + self.scale = float(converted_scale.magnitude) + + def _convert_scale_units(self, converted_units): + if self._ignore_conversion(converted_units) or self._ignore_conversion(self.units): + return + scale = self.scale*_ureg(self.units) + scale = scale.to(_ureg(converted_units)) + self.units = '{:~}'.format(scale.units) + self.scale = float(scale.magnitude) + + def convert_to_units(self, units=None, filterwarning_action='always'): + """ Convert the scale and the units of the current axis. If the units + is not supported by the pint library, the scale and units are not + changed. -class DataAxis(t.HasTraits): + Parameters + ---------- + units : list of string of the same length than axes, str or None. + Default = None + If list, the selected axes will be converted to the provided units. + If str, the navigation or signal axes will converted to the + provided units. + If `None`, the scale and the units to the appropriate scale and units + to avoid displaying scalebar with >3 digits or too small number. + filterwarning_action : str + Default = 'always' + Controls whether warnings are ignored, displayed, or turned into + errors. See warnings.filterwarnings documentation for more details. + """ + with warnings.catch_warnings(): + warnings.filterwarnings(filterwarning_action, category=UserWarning) + if units is None: + self._convert_compact_scale_units() + else: + self._convert_scale_units(units) + + @property + def units(self): + return self._units + + @units.setter + def units(self, s): + if s == t.Undefined: + self._units = s + else: + self._units = s.replace('um', 'µm').replace(' ', '') + +class DataAxis(t.HasTraits, UnitConversion): name = t.Str() units = t.Str() scale = t.Float() @@ -126,7 +162,7 @@ def __init__(self, offset=0., units=t.Undefined, navigate=t.Undefined): - super(DataAxis, self).__init__() + super().__init__() self.events = Events() self.events.index_changed = Event(""" Event that triggers when the index of the `DataAxis` changes @@ -508,36 +544,16 @@ def update_from(self, axis, attributes=["scale", "offset", "units"]): any_changes = True return any_changes - def convert_to_units(self, units=None, filterwarning_action='always'): - """ Convert the scale and the units of the current axis. If the units - is not supported by the pint library, the scale and units are not - changed. - - Parameters - ---------- - units : list of string of the same length than axes, str or None. - Default = None - If list, the selected axes will be converted to the provided units. - If str, the navigation or signal axes will converted to the - provided units. - If `None`, the scale and the units to the appropriate scale and units - to avoid displaying scalebar with >3 digits or too small number. - filterwarning_action : str - Default = 'always' - Controls whether warnings are ignored, displayed, or turned into - errors. See warnings.filterwarnings documentation for more details. - """ - with warnings.catch_warnings(): - warnings.filterwarnings(filterwarning_action, category=UserWarning) - if units is None: - self.scale, self.units = _get_converted_compact_scale_units( - self.scale, - self.units, - self.size) - else: - self.scale, self.units = _get_converted_scale_units(self.scale, - self.units, - units) + @property + def units(self): + return self._units + + @units.setter + def units(self, s): + if s == t.Undefined: + self._units = s + else: + self._units = s.replace('um', 'µm').replace(' ', '') class AxesManager(t.HasTraits): diff --git a/hyperspy/tests/axes/test_conversion_scale_units.py b/hyperspy/tests/axes/test_conversion_scale_units.py index 1a1e8cc2cf..0a6791b11a 100644 --- a/hyperspy/tests/axes/test_conversion_scale_units.py +++ b/hyperspy/tests/axes/test_conversion_scale_units.py @@ -19,103 +19,137 @@ import nose.tools as nt import traits.api as t -from hyperspy.axes import DataAxis, AxesManager,\ - _get_converted_compact_scale_units, _get_converted_scale_units +from hyperspy.axes import DataAxis, AxesManager, UnitConversion from hyperspy.misc.test_utils import assert_warns - -def test_units_not_supported_by_pint_raising_warning(): - with assert_warns( - message="not supported for conversion.", - category=UserWarning): - scale, units = _get_converted_scale_units(1.0, 'micron', 'nm') - nt.assert_almost_equal(scale, 1.0, places=5) - nt.assert_equal(units, 'micron') - -def test_convert_to_units(): - scale, units = _get_converted_scale_units(1.0, t.Undefined, 'nm') - nt.assert_almost_equal(scale, 1.0, places=5) - nt.assert_equal(units, t.Undefined) - - scale, units = _get_converted_scale_units(0.5, 'µm', 'nm') - nt.assert_almost_equal(scale, 500, places=5) - nt.assert_equal(units, 'nm') - - scale, units = _get_converted_scale_units(5, 'µm', 'cm') - nt.assert_almost_equal(scale, 0.0005, places=5) - nt.assert_equal(units, 'cm') - scale, units = _get_converted_scale_units(5, '1/µm', '1/nm') - nt.assert_almost_equal(scale, 0.005, places=5) - nt.assert_equal(units, '1/nm') +class TestUnitConversion: - scale, units = _get_converted_scale_units(5, 'eV', 'keV') - nt.assert_almost_equal(scale, 0.005, places=5) - nt.assert_equal(units, 'keV') - -def test_get_appropriate_scale_unit(): - ##### Imaging ##### - # typical setting for high resolution image - scale, unit = _get_converted_compact_scale_units(12E-12, 'm', 2048) - nt.assert_equal(unit, 'nm') - nt.assert_almost_equal(scale, 0.012, places=5) - - # typical setting for nm resolution image - scale, unit = _get_converted_compact_scale_units(0.5E-9, 'm', 1024) - nt.assert_equal(unit, 'nm') - nt.assert_almost_equal(scale, 0.5, places=5) - - # typical setting for nm resolution image - scale, unit = _get_converted_compact_scale_units(1E-9, 'm', 1024) - nt.assert_equal(unit, 'nm') - nt.assert_almost_equal(scale, 1.0, places=5) - - ##### Diffraction ##### - # typical TEM diffraction - scale, unit = _get_converted_compact_scale_units(0.1E9, '1/m', 1024) - nt.assert_equal(unit, '1/nm') - nt.assert_almost_equal(scale, 0.1, places=5) - - # typical TEM diffraction - scale, unit = _get_converted_compact_scale_units(0.01E9, '1/m', 256) - nt.assert_equal(unit, '1/nm') - nt.assert_almost_equal(scale, 0.01, places=5) + def setUp(self): + self.uc = UnitConversion() + self._set_units_scale_size(units='m', scale=1E-3) + + def _set_units_scale_size(self, units=t.Undefined, scale=1.0, size=100): + self.uc.units = units + self.uc.scale = scale + self.uc.size = size + + def test_units_setter(self): + self.uc.units = ' m' + nt.assert_equal(self.uc.units, 'm') + self.uc.units = 'um' + nt.assert_equal(self.uc.units, 'µm') + self.uc.units = ' µm' + nt.assert_equal(self.uc.units, 'µm') + self.uc.units = ' km' + nt.assert_equal(self.uc.units, 'km') + + def test_ignore_conversion(self): + nt.assert_true(self.uc._ignore_conversion(t.Undefined)) + with assert_warns( + message="not supported for conversion.", + category=UserWarning): + nt.assert_true(self.uc._ignore_conversion('unit_not_supported')) + nt.assert_false(self.uc._ignore_conversion('m')) + + def test_converted_compact_scale_units(self): + self.uc.units = 'micron' + with assert_warns( + message="not supported for conversion.", + category=UserWarning): + self.uc._convert_compact_scale_units() + nt.assert_equal(self.uc.units, 'micron') + nt.assert_almost_equal(self.uc.scale, 1.0E-3) + + def test_convert_to_units(self): + self._set_units_scale_size(t.Undefined, 1.0) + self.uc._convert_scale_units('nm') + nt.assert_equal(self.uc.units, t.Undefined) + nt.assert_almost_equal(self.uc.scale, 1.0, places=5) + + self._set_units_scale_size('m', 1.0E-3) + self.uc._convert_scale_units('µm') + nt.assert_equal(self.uc.units, 'µm') + nt.assert_almost_equal(self.uc.scale, 1E3, places=5) + + self._set_units_scale_size('µm', 0.5) + self.uc._convert_scale_units('nm') + nt.assert_equal(self.uc.units, 'nm') + nt.assert_almost_equal(self.uc.scale, 500, places=5) + + self._set_units_scale_size('µm', 5) + self.uc._convert_scale_units('cm') + nt.assert_equal(self.uc.units, 'cm') + nt.assert_almost_equal(self.uc.scale, 0.0005, places=5) + + self._set_units_scale_size('1/µm', 5) + self.uc._convert_scale_units('1/nm') + nt.assert_equal(self.uc.units, '1/nm') + nt.assert_almost_equal(self.uc.scale, 0.005, places=5) + + self._set_units_scale_size('eV', 5) + self.uc._convert_scale_units('keV') + nt.assert_equal(self.uc.units, 'keV') + nt.assert_almost_equal(self.uc.scale, 0.005, places=5) + + def test_get_appropriate_scale_unit(self): + ##### Imaging ##### + # typical setting for high resolution image + self._set_units_scale_size('m', 12E-12, 2048) + self.uc._convert_compact_scale_units() + nt.assert_equal(self.uc.units, 'nm') + nt.assert_almost_equal(self.uc.scale, 0.012, places=5) - # high camera length diffraction - scale, unit = _get_converted_compact_scale_units(0.1E6, '1/m', 4096) - nt.assert_equal(unit, '1/µm') - nt.assert_almost_equal(scale, 0.1, places=5) + # typical setting for nm resolution image + self._set_units_scale_size('m', 0.5E-9, 1024) + self.uc._convert_compact_scale_units() + nt.assert_equal(self.uc.units, 'nm') + nt.assert_almost_equal(self.uc.scale, 0.5, places=5) + + ##### Diffraction ##### + # typical TEM diffraction + self._set_units_scale_size('1/m', 0.1E9, 1024) + self.uc._convert_compact_scale_units() + nt.assert_equal(self.uc.units, '1/nm') + nt.assert_almost_equal(self.uc.scale, 0.1, places=5) - # typical EDS resolution - scale, unit = _get_converted_compact_scale_units(50, 'eV', 4096) - nt.assert_equal(unit, 'keV') - nt.assert_almost_equal(scale, 0.05, places=5) - - ##### Spectroscopy ##### - # typical EELS resolution - scale, unit = _get_converted_compact_scale_units(0.2, 'eV', 2048) - nt.assert_equal(unit, 'eV') - nt.assert_almost_equal(scale, 0.2, places=5) - - # typical EELS resolution - scale, unit = _get_converted_compact_scale_units(1.0, 'eV', 2048) - nt.assert_equal(unit, 'keV') - nt.assert_almost_equal(scale, 0.001, places=5) + # typical TEM diffraction + self._set_units_scale_size('1/m', 0.01E9, 256) + self.uc._convert_compact_scale_units() + nt.assert_equal(self.uc.units, '1/nm') + nt.assert_almost_equal(self.uc.scale, 0.01, places=5) + + # high camera length diffraction + self._set_units_scale_size('1/m', 0.1E9, 4096) + self.uc._convert_compact_scale_units() + nt.assert_equal(self.uc.units, '1/nm') + nt.assert_almost_equal(self.uc.scale, 0.1, places=5) - # typical high resolution EELS resolution - scale, unit = _get_converted_compact_scale_units(0.05, 'eV', 100) - nt.assert_equal(unit, 'eV') - nt.assert_almost_equal(scale, 0.05, places=5) - - # typical high resolution EELS resolution - scale, unit = _get_converted_compact_scale_units(0.001, 'eV', 100) - nt.assert_equal(unit, 'meV') - nt.assert_almost_equal(scale, 1.0, places=5) + # typical EDS resolution + self._set_units_scale_size('eV', 50, 4096) + self.uc._convert_compact_scale_units() + nt.assert_equal(self.uc.units, 'keV') + nt.assert_almost_equal(self.uc.scale, 0.05, places=5) - # typical high resolution EELS resolution - scale, unit = _get_converted_compact_scale_units(0.001, 'eV', 2048) - nt.assert_equal(unit, 'eV') - nt.assert_almost_equal(scale, 0.001, places=5) + ##### Spectroscopy ##### + # typical EELS resolution + self._set_units_scale_size('eV', 0.2, 2048) + self.uc._convert_compact_scale_units() + nt.assert_equal(self.uc.units, 'eV') + nt.assert_almost_equal(self.uc.scale, 0.2, places=5) + + # typical EELS resolution + self._set_units_scale_size('eV', 1.0, 2048) + self.uc._convert_compact_scale_units() + nt.assert_equal(self.uc.units, 'keV') + nt.assert_almost_equal(self.uc.scale, 0.001, places=5) + + # typical high resolution EELS resolution + self._set_units_scale_size('eV', 0.05, 100) + self.uc._convert_compact_scale_units() + nt.assert_equal(self.uc.units, 'eV') + nt.assert_almost_equal(self.uc.scale, 0.05, places=5) + class TestDataAxis: @@ -184,21 +218,21 @@ def test_appropriate_scale_unit(self): nt.assert_almost_equal(self.am['energy'].scale, 0.005, places=5) def test_convert_to_navigation_units(self): - self.am.convert_units(axes='navigation', units='µm') - nt.assert_almost_equal(self.am['x'].scale, 1.0, places=5) - nt.assert_equal(self.am['x'].units, 'µm') - nt.assert_almost_equal(self.am['y'].scale, 0.5E-3, places=5) - nt.assert_equal(self.am['y'].units, 'µm') + self.am.convert_units(axes='navigation', units='mm') + nt.assert_almost_equal(self.am['x'].scale, 1E-3, places=5) + nt.assert_equal(self.am['x'].units, 'mm') + nt.assert_almost_equal(self.am['y'].scale, 0.5E-6, places=5) + nt.assert_equal(self.am['y'].units, 'mm') nt.assert_almost_equal(self.am['energy'].scale, self.axes_list[-1]['scale'], places=5) nt.assert_equal(self.am['energy'].units, self.axes_list[-1]['units']) def test_convert_to_navigation_units_list(self): - self.am.convert_units(axes='navigation', units=['µm', 'nm']) + self.am.convert_units(axes='navigation', units=['mm', 'nm']) nt.assert_almost_equal(self.am['x'].scale, 1000.0, places=5) nt.assert_equal(self.am['x'].units, 'nm') - nt.assert_almost_equal(self.am['y'].scale, 0.5E-3, places=5) - nt.assert_equal(self.am['y'].units, 'µm') + nt.assert_almost_equal(self.am['y'].scale, 0.5E-7, places=5) + nt.assert_equal(self.am['y'].units, 'mm') nt.assert_almost_equal(self.am['energy'].scale, self.axes_list[-1]['scale'], places=5) nt.assert_equal(self.am['energy'].units, self.axes_list[-1]['units']) From 53bdacb2524e709193efd3e228a87d8c8d013d0b Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Mon, 25 Jul 2016 01:10:55 +0100 Subject: [PATCH 004/211] Add auto_convert_units argument to load and crop. Default set to do nothing. --- hyperspy/io.py | 25 ++++++- hyperspy/signal.py | 12 +++- hyperspy/tests/signal/test_tools.py | 106 ++++++++++++++++++++++++++++ 3 files changed, 137 insertions(+), 6 deletions(-) diff --git a/hyperspy/io.py b/hyperspy/io.py index b0e1bdabfb..cef8d94588 100644 --- a/hyperspy/io.py +++ b/hyperspy/io.py @@ -188,16 +188,30 @@ def load(filenames=None, def load_single_file(filename, signal_type=None, + auto_convert_units=False, **kwds): """ - Load any supported file into an HyperSpy structure - Supported formats: netCDF, msa, Gatan dm3, Ripple (rpl+raw), - Bruker bcf, FEI ser and emi, hdf5 and SEMPER unf. + Load any supported file into an HyperSpy structure. + Supported formats: netCDF, msa, Gatan dm3/dm4, Ripple (rpl+raw), tiff, mrc, + emsa/msa, Bruker bcf, FEI ser and emi, hdf5, blockfile, emd, dens and + SEMPER unf. + ---------- Parameters ---------- filename : string File name (including the extension) + signal_type : + Set the signal type of the data to be read. + + auto_convert_units : bool + Default is False. + If True, convert the units using the 'convert_to_units' method of + the 'axes_manager'. If False, does nothing. + + kwds : dictionary + Keyword arguments for the file reader. + """ extension = os.path.splitext(filename)[1][1:] @@ -220,12 +234,14 @@ def load_single_file(filename, return load_with_reader(filename=filename, reader=reader, signal_type=signal_type, + auto_convert_units=auto_convert_units, **kwds) def load_with_reader(filename, reader, signal_type=None, + auto_convert_units=False, **kwds): file_data_list = reader.file_reader(filename, **kwds) @@ -243,6 +259,9 @@ def load_with_reader(filename, objects[-1].tmp_parameters.folder = folder objects[-1].tmp_parameters.filename = filename objects[-1].tmp_parameters.extension = extension.replace('.', '') + if auto_convert_units: + objects[-1].axes_manager.convert_units( + filterwarning_action="ignore") else: # it's a standalone model continue diff --git a/hyperspy/signal.py b/hyperspy/signal.py index 4cb86508d5..eaa65e97b5 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2064,7 +2064,7 @@ def get_dimensions_from_data(self): for axis in self.axes_manager._axes: axis.size = int(dc.shape[axis.index_in_array]) - def crop(self, axis, start=None, end=None): + def crop(self, axis, start=None, end=None, auto_convert_units=False): """Crops the data in a given axis. The range is given in pixels Parameters @@ -2078,7 +2078,11 @@ def crop(self, axis, start=None, end=None): the value is taken as the axis index. If float the index is calculated using the axis calibration. If start/end is None crop from/to the low/high end of the axis. - + auto_convert_units : bool + Default is False + If True, convert the units using the 'convert_to_units' method of + the 'axes_manager'. If False, does nothing. + """ axis = self.axes_manager[axis] i1, i2 = axis._get_index(start), axis._get_index(end) @@ -2094,7 +2098,9 @@ def crop(self, axis, start=None, end=None): self.get_dimensions_from_data() self.squeeze() self.events.data_changed.trigger(obj=self) - + if auto_convert_units: + self.axes_manager.convert_units(filterwarning_action="ignore") + def swap_axes(self, axis1, axis2): """Swaps the axes. diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 6a00188273..76f4eb56a0 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -61,6 +61,112 @@ def test_crop_float(self): s.crop(0, 2, 2.) np.testing.assert_array_almost_equal(s.data, d[2:4, :]) + def test_crop_float_no_unit_convertion_signal1D(self): + # Should convert the unit to eV + d = np.arange(5*10*2000).reshape(5, 10, 2000) + s = signals.Signal1D(d) + s.axes_manager.signal_axes[0].name = "E" + s.axes_manager.signal_axes[0].scale = 0.05 + s.axes_manager.signal_axes[0].units = "keV" + s.crop('E', 0.0, 1.0, auto_convert_units=False) + nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 0.05) + nt.assert_equal(s.axes_manager.signal_axes[0].units, "keV") + np.testing.assert_allclose(s.data, d[:,:, :20]) + + # Should keep the unit to keV + s = signals.Signal1D(d) + s.axes_manager.signal_axes[0].name = "E" + s.axes_manager.signal_axes[0].scale = 0.05 + s.axes_manager.signal_axes[0].units = "keV" + s.crop('E', 0.0, 50.0, auto_convert_units=False) + nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 0.05) + nt.assert_equal(s.axes_manager.signal_axes[0].units, "keV") + np.testing.assert_allclose(s.data, d[:,:, :1000]) + + def test_crop_float_unit_convertion_signal1D(self): + # Should convert the unit to eV + d = np.arange(5*10*2000).reshape(5, 10, 2000) + s = signals.Signal1D(d) + s.axes_manager.signal_axes[0].name = "E" + s.axes_manager.signal_axes[0].scale = 0.05 + s.axes_manager.signal_axes[0].units = "keV" + s.crop('E', 0.0, 1.0, auto_convert_units=True) + nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 50.0) + nt.assert_equal(s.axes_manager.signal_axes[0].units, "eV") + np.testing.assert_allclose(s.data, d[:,:, :20]) + + # Should keep the unit to keV + s = signals.Signal1D(d) + s.axes_manager.signal_axes[0].name = "E" + s.axes_manager.signal_axes[0].scale = 0.05 + s.axes_manager.signal_axes[0].units = "keV" + s.crop('E', 0.0, 50.0, auto_convert_units=True) + nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 0.05) + nt.assert_equal(s.axes_manager.signal_axes[0].units, "keV") + np.testing.assert_allclose(s.data, d[:,:, :1000]) + + def test_crop_float_no_unit_convertion_signal2D(self): + # Should convert the unit to nm + d = np.arange(512*512).reshape(512, 512) + s = signals.Signal2D(d) + s.axes_manager[0].name = 'x' + s.axes_manager[0].scale = 0.01 + s.axes_manager[0].units = 'µm' + s.axes_manager[1].name = 'y' + s.axes_manager[1].scale = 0.01 + s.axes_manager[1].units = 'µm' + s.crop(0, 0.0, 0.5, auto_convert_units=False) + s.crop(1, 0.0, 0.5, auto_convert_units=False) + nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) + nt.assert_equal(s.axes_manager[0].units, "µm") + np.testing.assert_allclose(s.data, d[:50, :50]) + + # Should keep the unit to µm + d = np.arange(512*512).reshape(512, 512) + s = signals.Signal2D(d) + s.axes_manager[0].name = 'x' + s.axes_manager[0].scale = 0.01 + s.axes_manager[0].units = 'µm' + s.axes_manager[1].name = 'y' + s.axes_manager[1].scale = 0.01 + s.axes_manager[1].units = 'µm' + s.crop(0, 0.0, 5.0, auto_convert_units=False) + s.crop(1, 0.0, 5.0, auto_convert_units=False) + nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) + nt.assert_equal(s.axes_manager[0].units, "µm") + np.testing.assert_allclose(s.data, d[:500, :500]) + + def test_crop_float_unit_convertion_signal2D(self): + # Should convert the unit to nm + d = np.arange(512*512).reshape(512, 512) + s = signals.Signal2D(d) + s.axes_manager[0].name = 'x' + s.axes_manager[0].scale = 0.01 + s.axes_manager[0].units = 'µm' + s.axes_manager[1].name = 'y' + s.axes_manager[1].scale = 0.01 + s.axes_manager[1].units = 'µm' + s.crop(0, 0.0, 0.5, auto_convert_units=True) + s.crop(1, 0.0, 0.5, auto_convert_units=True) + nt.assert_almost_equal(s.axes_manager[0].scale, 10.0) + nt.assert_equal(s.axes_manager[0].units, "nm") + np.testing.assert_allclose(s.data, d[:50, :50]) + + # Should keep the unit to µm + d = np.arange(512*512).reshape(512, 512) + s = signals.Signal2D(d) + s.axes_manager[0].name = 'x' + s.axes_manager[0].scale = 0.01 + s.axes_manager[0].units = 'µm' + s.axes_manager[1].name = 'y' + s.axes_manager[1].scale = 0.01 + s.axes_manager[1].units = 'µm' + s.crop(0, 0.0, 5.0, auto_convert_units=True) + s.crop(1, 0.0, 5.0, auto_convert_units=True) + nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) + nt.assert_equal(s.axes_manager[0].units, "µm") + np.testing.assert_allclose(s.data, d[:500, :500]) + def test_split_axis0(self): result = self.signal.split(0, 2) nt.assert_equal(len(result), 2) From 706313d3d12fa94c81fcb18588a075639b6966fa Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Mon, 25 Jul 2016 23:10:05 +0100 Subject: [PATCH 005/211] add auto_convert_units to load --- hyperspy/io.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/hyperspy/io.py b/hyperspy/io.py index cef8d94588..9aa9011a14 100644 --- a/hyperspy/io.py +++ b/hyperspy/io.py @@ -41,6 +41,7 @@ def load(filenames=None, new_axis_name="stack_element", mmap=False, mmap_dir=None, + auto_convert_units=False, **kwds): """ Load potentially multiple supported file into an hyperspy structure @@ -108,7 +109,9 @@ def load(filenames=None, mmap_mode: {'r', 'r+', 'c'} Used when loading blockfiles to determine which mode to use for when loading as memmap (i.e. when load_to_memory=False) - + auto_convert_units : bool + If True, convert the units using the 'convert_to_units' method of + the 'axes_manager'. If False, does nothing. print_info: bool For SEMPER unf- and EMD (Berkley)-files, if True (default is False) additional information read during loading is printed for a quick overview. @@ -128,6 +131,7 @@ def load(filenames=None, >>> d = hs.load('file*.dm3') """ kwds['signal_type'] = signal_type + kwds['auto_convert_units'] = auto_convert_units if filenames is None: if hyperspy.defaults_parser.preferences.General.interactive is True: from hyperspy.gui.tools import Load @@ -205,7 +209,6 @@ def load_single_file(filename, Set the signal type of the data to be read. auto_convert_units : bool - Default is False. If True, convert the units using the 'convert_to_units' method of the 'axes_manager'. If False, does nothing. @@ -214,6 +217,8 @@ def load_single_file(filename, """ extension = os.path.splitext(filename)[1][1:] + kwds['signal_type'] = signal_type + kwds['auto_convert_units'] = auto_convert_units i = 0 while extension.lower() not in io_plugins[i].file_extensions and \ @@ -224,18 +229,13 @@ def load_single_file(filename, try: from hyperspy.io_plugins import image reader = image - return load_with_reader(filename, reader, - signal_type=signal_type, **kwds) + return load_with_reader(filename, reader, **kwds) except: raise IOError('If the file format is supported' ' please report this error') else: reader = io_plugins[i] - return load_with_reader(filename=filename, - reader=reader, - signal_type=signal_type, - auto_convert_units=auto_convert_units, - **kwds) + return load_with_reader(filename=filename, reader=reader, **kwds) def load_with_reader(filename, From df82fb6cedd0fd43371d60a739b083c86de51f1f Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 26 Jul 2016 12:21:51 +0100 Subject: [PATCH 006/211] convert units during plotting (work in progress) --- hyperspy/axes.py | 2 +- hyperspy/drawing/image.py | 77 ++++++++++++++++++++++++---------- hyperspy/drawing/mpl_he.py | 1 + hyperspy/drawing/mpl_hie.py | 5 +++ hyperspy/signal.py | 6 ++- hyperspy/tests/io/test_tiff.py | 11 +++++ 6 files changed, 77 insertions(+), 25 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index fe44e1bad9..ebf277de21 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -943,7 +943,7 @@ def convert_units(self, axes=None, units=None, elif len(units) != len(axes): _logger.error('Please provide a correct "units" argument') for axis, units in zip(axes, units): - _logger.debug('axis: {}, units: {}'.format(axis.name, units)) + _logger.debug('Convert axis "{0}" to units: "{1}"'.format(axis.name, units)) axis.convert_to_units(units, filterwarning_action=filterwarning_action) diff --git a/hyperspy/drawing/image.py b/hyperspy/drawing/image.py index 7f0103ee25..1d1e1f5d2d 100644 --- a/hyperspy/drawing/image.py +++ b/hyperspy/drawing/image.py @@ -40,9 +40,7 @@ class ImagePlot(BlittedFigure): data_fuction : function or method A function that returns a 2D array when called without any arguments. - pixel_units : {None, string} - The pixel units for the scale bar. Normally - scalebar, plot_ticks, colorbar, plot_indices : bool + scalebar, plot_ticks, colorbar, plot_indices, auto_convert_units : bool title : str The title is printed at the top of the image. vmin, vmax : float @@ -82,6 +80,7 @@ def __init__(self): self._text = None self._text_position = (0, 1.05,) self.axes_manager = None + self.auto_convert_units = None self._aspect = 1 self._extent = None self.xaxis = None @@ -122,7 +121,10 @@ def vmin(self, vmin): @property def axes_ticks(self): if self._user_axes_ticks is None: - return self._auto_axes_ticks + if self.scalebar is False: + return True + else: + return self._auto_axes_ticks else: return self._user_axes_ticks @@ -143,28 +145,53 @@ def scalebar(self, value): self._user_scalebar = value else: self._user_scalebar = None - + + @property + def pixel_units(self): + return self._pixel_units + + @pixel_units.setter + def pixel_units(self, units): + if hasattr(self, 'xaxis') and hasattr(self, 'yaxis'): + xunits = self.xaxis.units + yunits = self.yaxis.units + if units == 'auto': + units = None # auto convert the units + self.xaxis.convert_to_units(units) + self.yaxis.convert_to_units(units) + if self.scalebar and self.xaxis.units != self.yaxis.units: + # Converting back the units, because there are not + # compatible with displaying a scalebar + self.xaxis.convert_to_units(xunits) + self.yaxis.convert_to_units(yunits) + self._pixel_units = self.xaxis.units + else: + self._pixel_units = None + def configure(self): xaxis = self.xaxis yaxis = self.yaxis - # Signal2D labels - self._xlabel = '%s' % str(xaxis) - if xaxis.units is not Undefined: - self._xlabel += ' (%s)' % xaxis.units - - self._ylabel = '%s' % str(yaxis) - if yaxis.units is not Undefined: - self._ylabel += ' (%s)' % yaxis.units if (xaxis.units == yaxis.units) and ( xaxis.scale == yaxis.scale): self._auto_scalebar = True self._auto_axes_ticks = False - self.pixel_units = xaxis.units else: self._auto_scalebar = False self._auto_axes_ticks = True + if self.auto_convert_units: + self.pixel_units = 'auto' + + # Signal2D labels + self._xlabel = '%s' % str(xaxis) + if xaxis.units is not Undefined: + self._xlabel += ' (%s)' % xaxis.units + + self._ylabel = '%s' % str(yaxis) + if yaxis.units is not Undefined: + self._ylabel += ' (%s)' % yaxis.units + # Calibrate the axes of the navigator image self._extent = (xaxis.axis[0] - xaxis.scale / 2., xaxis.axis[-1] + xaxis.scale / 2., @@ -200,7 +227,6 @@ def optimize_contrast(self, data): def create_figure(self, max_size=8, min_size=2): if self.scalebar is True: - wfactor = 1.1 else: wfactor = 1 @@ -253,13 +279,10 @@ def plot(self, **kwargs): marker.plot() self.update(**kwargs) if self.scalebar is True: - if self.pixel_units is not None: - self.ax.scalebar = widgets.ScaleBar( - ax=self.ax, - units=self.pixel_units, - animated=True, - color=self.scalebar_color, - ) + self.ax.scalebar = widgets.ScaleBar(ax=self.ax, + units=self.pixel_units, + animated=True, + color=self.scalebar_color) if self.colorbar is True: self._colorbar = plt.colorbar(self.ax.images[0], ax=self.ax) @@ -389,7 +412,15 @@ def connect(self): self.events.closed.connect( lambda: self.axes_manager.events.indices_changed.disconnect( self.update), []) - + if self.auto_convert_units: + print('Auto convert units active') + self.figure.canvas.mpl_connect('key_press_event', self.convert_units) + + def convert_units(self, event): + if event.key == 'c': + print('Convert_units') + pass + def on_key_press(self, event): if event.key == 'h': self.adjust_contrast() diff --git a/hyperspy/drawing/mpl_he.py b/hyperspy/drawing/mpl_he.py index bd3a1ccc5b..01bcef6dce 100644 --- a/hyperspy/drawing/mpl_he.py +++ b/hyperspy/drawing/mpl_he.py @@ -33,6 +33,7 @@ def __init__(self): self.signal_data_function = None self.navigator_data_function = None self.axes_manager = None + self.auto_convert_units = True self.signal_title = '' self.navigator_title = '' self.signal_plot = None diff --git a/hyperspy/drawing/mpl_hie.py b/hyperspy/drawing/mpl_hie.py index 3e9804e31f..65834332d6 100644 --- a/hyperspy/drawing/mpl_hie.py +++ b/hyperspy/drawing/mpl_hie.py @@ -27,6 +27,7 @@ def plot_signal(self, scalebar=True, scalebar_color="white", axes_ticks=None, + auto_convert_units=True, saturated_pixels=0, vmin=None, vmax=None, @@ -49,6 +50,8 @@ def plot_signal(self, If True, plot the axes ticks. If None axes_ticks are only plotted when the scale bar is not plotted. If False the axes ticks are never plotted. + auto_convert_units : bool, optional + if True, automatically convert the units. saturated_pixels: scalar The percentage of pixels that are left out of the bounds. For example, the low and high bounds of a value of 1 are the @@ -72,12 +75,14 @@ def plot_signal(self, imf.colorbar = colorbar imf.scalebar = scalebar imf.axes_ticks = axes_ticks + imf.auto_convert_units = auto_convert_units imf.vmin, imf.vmax = vmin, vmax imf.saturated_pixels = saturated_pixels imf.no_nans = no_nans imf.scalebar_color = scalebar_color imf.centre_colormap = centre_colormap imf.plot(**kwargs) +# ax.callbacks.connect('xlim_changed', callback) self.signal_plot = imf if self.navigator_plot is not None and imf.figure is not None: diff --git a/hyperspy/signal.py b/hyperspy/signal.py index eaa65e97b5..bf7eec2429 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -1857,7 +1857,8 @@ def __call__(self, axes_manager=None): return np.atleast_1d( self.data.__getitem__(axes_manager._getitem_tuple)) - def plot(self, navigator="auto", axes_manager=None, **kwargs): + def plot(self, navigator="auto", axes_manager=None, + auto_convert_units=True, **kwargs): """%s %s @@ -1888,6 +1889,9 @@ def plot(self, navigator="auto", axes_manager=None, **kwargs): else: raise ValueError('Plotting is not supported for this view') + if auto_convert_units: + axes_manager = axes_manager.deepcopy() + self._plot.auto_convert_units = auto_convert_units self._plot.axes_manager = axes_manager self._plot.signal_data_function = self.__call__ if self.metadata.General.title: diff --git a/hyperspy/tests/io/test_tiff.py b/hyperspy/tests/io/test_tiff.py index 6256df4c84..db131f369a 100644 --- a/hyperspy/tests/io/test_tiff.py +++ b/hyperspy/tests/io/test_tiff.py @@ -348,6 +348,17 @@ def test_read_BW_Zeiss_optical_scale_metadata(): nt.assert_almost_equal(s.axes_manager[1].scale, 169.3333, places=3) +def test_read_BW_Zeiss_optical_scale_metadata_auto_convert_units(): + fname = os.path.join(my_path2, 'optical_Zeiss_AxioVision_BW.tif') + s = hs.load(fname, force_read_resolution=True, auto_convert_units=True) + nt.assert_equal(s.data.dtype, np.uint16) + nt.assert_equal(s.data.shape, (10, 13)) + nt.assert_equal(s.axes_manager[0].units, 'mm') + nt.assert_equal(s.axes_manager[1].units, 'µm') + nt.assert_almost_equal(s.axes_manager[0].scale, 0.16933, places=5) + nt.assert_almost_equal(s.axes_manager[1].scale, 169.3333, places=3) + + def test_read_BW_Zeiss_optical_scale_metadata_old(): fname = os.path.join(my_path2, 'optical_Zeiss_AxioVision_BW.tif') s = hs.load(fname, force_read_resolution=True) From 8196352af83e6883dca84b120b05f817f0b36a46 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Thu, 28 Jul 2016 01:23:07 +0100 Subject: [PATCH 007/211] fix plot auto_convert_units argument --- hyperspy/drawing/image.py | 9 +++++++-- hyperspy/drawing/mpl_hie.py | 3 +-- 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/hyperspy/drawing/image.py b/hyperspy/drawing/image.py index b0aec23000..012d807908 100644 --- a/hyperspy/drawing/image.py +++ b/hyperspy/drawing/image.py @@ -148,11 +148,16 @@ def scalebar(self, value): @property def pixel_units(self): - return self._pixel_units + if self._pixel_units is None and self.scalebar: + return self.xaxis.units + else: + return self._pixel_units @pixel_units.setter def pixel_units(self, units): - if hasattr(self, 'xaxis') and hasattr(self, 'yaxis'): + if units is None: + self._pixel_units = None + elif hasattr(self, 'xaxis') and hasattr(self, 'yaxis'): xunits = self.xaxis.units yunits = self.yaxis.units if units == 'auto': diff --git a/hyperspy/drawing/mpl_hie.py b/hyperspy/drawing/mpl_hie.py index 65834332d6..8a9017fd02 100644 --- a/hyperspy/drawing/mpl_hie.py +++ b/hyperspy/drawing/mpl_hie.py @@ -27,7 +27,6 @@ def plot_signal(self, scalebar=True, scalebar_color="white", axes_ticks=None, - auto_convert_units=True, saturated_pixels=0, vmin=None, vmax=None, @@ -72,10 +71,10 @@ def plot_signal(self, imf.data_function = self.signal_data_function imf.title = self.signal_title + " Signal" imf.xaxis, imf.yaxis = self.axes_manager.signal_axes + imf.auto_convert_units = self.auto_convert_units imf.colorbar = colorbar imf.scalebar = scalebar imf.axes_ticks = axes_ticks - imf.auto_convert_units = auto_convert_units imf.vmin, imf.vmax = vmin, vmax imf.saturated_pixels = saturated_pixels imf.no_nans = no_nans From c6557a69ee153878370f6007bbc2b01c105838cc Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Thu, 28 Jul 2016 19:45:45 +0100 Subject: [PATCH 008/211] convert also offset and rename tests file --- hyperspy/axes.py | 50 +++++++---- ...cale_units.py => test_conversion_units.py} | 87 +++++++++++-------- 2 files changed, 81 insertions(+), 56 deletions(-) rename hyperspy/tests/axes/{test_conversion_scale_units.py => test_conversion_units.py} (85%) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 8d372945c3..766116e578 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -35,6 +35,7 @@ _logger = logging.getLogger(__name__) _ureg = pint.UnitRegistry() + class ndindex_nat(np.ndindex): def __next__(self): @@ -59,15 +60,19 @@ def generate_axis(offset, scale, size, offset_index=0): Numpy array """ + return np.linspace(offset - offset_index * scale, offset + scale * (size - 1 - offset_index), size) + class UnitConversion(object): - - def __init__(self, units=t.Undefined): + + def __init__(self, units=t.Undefined, scale=1.0, offset=0.0): self.units = units - + self.scale = scale + self.offset = units + def _ignore_conversion(self, units): if units == t.Undefined: return True @@ -78,7 +83,7 @@ def _ignore_conversion(self, units): UserWarning) return True return False - + def _convert_compact_scale_units(self): """ Return scale and units converted to compact, human-readable units. See to_compact() method of the pint library for details. @@ -86,25 +91,31 @@ def _convert_compact_scale_units(self): """ if self._ignore_conversion(self.units): return - scale = self.scale*_ureg(self.units) - scale_size = 0.5*scale*self.size + scale = self.scale * _ureg(self.units) + offset = self.offset * _ureg(self.units) + scale_size = 0.5 * scale * self.size converted_scale = scale.to(scale_size.to_compact().units) + converted_offset = offset.to(scale_size.to_compact().units) self.units = '{:~}'.format(converted_scale.units) self.scale = float(converted_scale.magnitude) - + self.offset = float(converted_offset.magnitude) + def _convert_scale_units(self, converted_units): if self._ignore_conversion(converted_units) or self._ignore_conversion(self.units): return - scale = self.scale*_ureg(self.units) + scale = self.scale * _ureg(self.units) + offset = self.offset * _ureg(self.units) scale = scale.to(_ureg(converted_units)) + offset = offset.to(_ureg(converted_units)) self.units = '{:~}'.format(scale.units) self.scale = float(scale.magnitude) + self.offset = float(offset.magnitude) def convert_to_units(self, units=None, filterwarning_action='always'): """ Convert the scale and the units of the current axis. If the units is not supported by the pint library, the scale and units are not changed. - + Parameters ---------- units : list of string of the same length than axes, str or None. @@ -122,21 +133,22 @@ def convert_to_units(self, units=None, filterwarning_action='always'): with warnings.catch_warnings(): warnings.filterwarnings(filterwarning_action, category=UserWarning) if units is None: - self._convert_compact_scale_units() + self._convert_compact_scale_units() else: self._convert_scale_units(units) @property def units(self): return self._units - + @units.setter def units(self, s): if s == t.Undefined: self._units = s else: self._units = s.replace('um', 'µm').replace(' ', '') - + + class DataAxis(t.HasTraits, UnitConversion): name = t.Str() units = t.Str() @@ -561,7 +573,7 @@ def update_from(self, axis, attributes=["scale", "offset", "units"]): @property def units(self): return self._units - + @units.setter def units(self, s): if s == t.Undefined: @@ -569,6 +581,7 @@ def units(self, s): else: self._units = s.replace('um', 'µm').replace(' ', '') + class AxesManager(t.HasTraits): """Contains and manages the data axes. @@ -924,7 +937,7 @@ def convert_units(self, axes=None, units=None, """ Convert the scale and the units of the selected axes. If the units is not supported by the pint library, the scale and units are not changed. - + Parameters ---------- axes : iterable of `DataAxis` instances, str or None. @@ -953,14 +966,15 @@ def convert_units(self, axes=None, units=None, elif axes == 'signal': axes = self.signal_axes if type(units) is str or units is None: - units = [units]*len(axes) + units = [units] * len(axes) elif len(units) != len(axes): _logger.error('Please provide a correct "units" argument') for axis, units in zip(axes, units): - _logger.debug('Convert axis "{0}" to units: "{1}"'.format(axis.name, units)) + _logger.debug( + 'Convert axis "{0}" to units: "{1}"'.format(axis.name, units)) axis.convert_to_units(units, - filterwarning_action=filterwarning_action) - + filterwarning_action=filterwarning_action) + def update_axes_attributes_from(self, axes, attributes=["scale", "offset", "units"]): """Update the axes attributes to match those given. diff --git a/hyperspy/tests/axes/test_conversion_scale_units.py b/hyperspy/tests/axes/test_conversion_units.py similarity index 85% rename from hyperspy/tests/axes/test_conversion_scale_units.py rename to hyperspy/tests/axes/test_conversion_units.py index 0a6791b11a..82c3407f2b 100644 --- a/hyperspy/tests/axes/test_conversion_scale_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -22,18 +22,20 @@ from hyperspy.axes import DataAxis, AxesManager, UnitConversion from hyperspy.misc.test_utils import assert_warns - + class TestUnitConversion: def setUp(self): self.uc = UnitConversion() self._set_units_scale_size(units='m', scale=1E-3) - def _set_units_scale_size(self, units=t.Undefined, scale=1.0, size=100): + def _set_units_scale_size(self, units=t.Undefined, scale=1.0, size=100, + offset=0.0): self.uc.units = units self.uc.scale = scale + self.uc.offset = offset self.uc.size = size - + def test_units_setter(self): self.uc.units = ' m' nt.assert_equal(self.uc.units, 'm') @@ -43,35 +45,35 @@ def test_units_setter(self): nt.assert_equal(self.uc.units, 'µm') self.uc.units = ' km' nt.assert_equal(self.uc.units, 'km') - + def test_ignore_conversion(self): nt.assert_true(self.uc._ignore_conversion(t.Undefined)) with assert_warns( - message="not supported for conversion.", - category=UserWarning): - nt.assert_true(self.uc._ignore_conversion('unit_not_supported')) + message="not supported for conversion.", + category=UserWarning): + nt.assert_true(self.uc._ignore_conversion('unit_not_supported')) nt.assert_false(self.uc._ignore_conversion('m')) def test_converted_compact_scale_units(self): self.uc.units = 'micron' with assert_warns( - message="not supported for conversion.", - category=UserWarning): + message="not supported for conversion.", + category=UserWarning): self.uc._convert_compact_scale_units() nt.assert_equal(self.uc.units, 'micron') nt.assert_almost_equal(self.uc.scale, 1.0E-3) - + def test_convert_to_units(self): self._set_units_scale_size(t.Undefined, 1.0) self.uc._convert_scale_units('nm') - nt.assert_equal(self.uc.units, t.Undefined) + nt.assert_equal(self.uc.units, t.Undefined) nt.assert_almost_equal(self.uc.scale, 1.0, places=5) self._set_units_scale_size('m', 1.0E-3) self.uc._convert_scale_units('µm') - nt.assert_equal(self.uc.units, 'µm') + nt.assert_equal(self.uc.units, 'µm') nt.assert_almost_equal(self.uc.scale, 1E3, places=5) - + self._set_units_scale_size('µm', 0.5) self.uc._convert_scale_units('nm') nt.assert_equal(self.uc.units, 'nm') @@ -92,79 +94,86 @@ def test_convert_to_units(self): nt.assert_equal(self.uc.units, 'keV') nt.assert_almost_equal(self.uc.scale, 0.005, places=5) - def test_get_appropriate_scale_unit(self): + def test_get_compact_unit(self): ##### Imaging ##### # typical setting for high resolution image - self._set_units_scale_size('m', 12E-12, 2048) + self._set_units_scale_size('m', 12E-12, 2048, 2E-9) self.uc._convert_compact_scale_units() nt.assert_equal(self.uc.units, 'nm') nt.assert_almost_equal(self.uc.scale, 0.012, places=5) - + nt.assert_almost_equal(self.uc.offset, 2.0, places=5) + # typical setting for nm resolution image self._set_units_scale_size('m', 0.5E-9, 1024) self.uc._convert_compact_scale_units() - nt.assert_equal(self.uc.units, 'nm') - nt.assert_almost_equal(self.uc.scale, 0.5, places=5) + nt.assert_equal(self.uc.units, 'nm') + nt.assert_almost_equal(self.uc.scale, 0.5, places=5) + nt.assert_almost_equal(self.uc.offset, 0.0, places=5) - ##### Diffraction ##### + ##### Diffraction ##### # typical TEM diffraction self._set_units_scale_size('1/m', 0.1E9, 1024) self.uc._convert_compact_scale_units() nt.assert_equal(self.uc.units, '1/nm') nt.assert_almost_equal(self.uc.scale, 0.1, places=5) - + # typical TEM diffraction self._set_units_scale_size('1/m', 0.01E9, 256) self.uc._convert_compact_scale_units() nt.assert_equal(self.uc.units, '1/nm') nt.assert_almost_equal(self.uc.scale, 0.01, places=5) - + # high camera length diffraction self._set_units_scale_size('1/m', 0.1E9, 4096) self.uc._convert_compact_scale_units() nt.assert_equal(self.uc.units, '1/nm') nt.assert_almost_equal(self.uc.scale, 0.1, places=5) - + # typical EDS resolution - self._set_units_scale_size('eV', 50, 4096) + self._set_units_scale_size('eV', 50, 4096, 0.0) self.uc._convert_compact_scale_units() nt.assert_equal(self.uc.units, 'keV') nt.assert_almost_equal(self.uc.scale, 0.05, places=5) - - ##### Spectroscopy ##### + nt.assert_almost_equal(self.uc.offset, 0.0, places=5) + + ##### Spectroscopy ##### # typical EELS resolution - self._set_units_scale_size('eV', 0.2, 2048) + self._set_units_scale_size('eV', 0.2, 2048, 200.0) self.uc._convert_compact_scale_units() nt.assert_equal(self.uc.units, 'eV') nt.assert_almost_equal(self.uc.scale, 0.2, places=5) + nt.assert_almost_equal(self.uc.offset, 200.0, places=5) # typical EELS resolution - self._set_units_scale_size('eV', 1.0, 2048) + self._set_units_scale_size('eV', 1.0, 2048, 500.0) self.uc._convert_compact_scale_units() nt.assert_equal(self.uc.units, 'keV') nt.assert_almost_equal(self.uc.scale, 0.001, places=5) - + nt.assert_almost_equal(self.uc.offset, 0.5, places=5) + # typical high resolution EELS resolution self._set_units_scale_size('eV', 0.05, 100) self.uc._convert_compact_scale_units() nt.assert_equal(self.uc.units, 'eV') nt.assert_almost_equal(self.uc.scale, 0.05, places=5) - + class TestDataAxis: def setUp(self): - self.axis = DataAxis(size=2048, scale=12E-12, units='m') - - def test_convert_to_appropriate_scale_units(self): + self.axis = DataAxis(size=2048, scale=12E-12, units='m', offset=5E-9) + + def test_convert_to_compact_units(self): self.axis.convert_to_units(units=None) nt.assert_almost_equal(self.axis.scale, 0.012, places=5) nt.assert_equal(self.axis.units, 'nm') + nt.assert_almost_equal(self.axis.offset, 5.0, places=5) def test_convert_to_units(self): self.axis.convert_to_units(units='µm') nt.assert_almost_equal(self.axis.scale, 12E-6, places=8) nt.assert_equal(self.axis.units, 'µm') + nt.assert_almost_equal(self.axis.offset, 0.005, places=5) def test_units_not_supported_by_pint_no_warning_raised(self): # Suppose to do nothing, not raising a warning, not converting scale @@ -172,6 +181,7 @@ def test_units_not_supported_by_pint_no_warning_raised(self): self.axis.convert_to_units('m', filterwarning_action="ignore") nt.assert_almost_equal(self.axis.scale, 12E-12, places=15) nt.assert_equal(self.axis.units, 'micron') + nt.assert_almost_equal(self.axis.offset, 5E-09, places=15) def test_units_not_supported_by_pint_warning_raised(self): # raising a warning, not converting scale @@ -182,7 +192,8 @@ def test_units_not_supported_by_pint_warning_raised(self): self.axis.convert_to_units('m') nt.assert_almost_equal(self.axis.scale, 12E-12, places=15) nt.assert_equal(self.axis.units, 'micron') - + + class TestAxesManager: def setup(self): @@ -208,7 +219,7 @@ def setup(self): self.am = AxesManager(self.axes_list) - def test_appropriate_scale_unit(self): + def test_compact_unit(self): self.am.convert_units() nt.assert_equal(self.am['x'].units, 'µm') nt.assert_almost_equal(self.am['x'].scale, 1.0, places=5) @@ -216,7 +227,7 @@ def test_appropriate_scale_unit(self): nt.assert_almost_equal(self.am['y'].scale, 0.5, places=5) nt.assert_equal(self.am['energy'].units, 'keV') nt.assert_almost_equal(self.am['energy'].scale, 0.005, places=5) - + def test_convert_to_navigation_units(self): self.am.convert_units(axes='navigation', units='mm') nt.assert_almost_equal(self.am['x'].scale, 1E-3, places=5) @@ -236,7 +247,7 @@ def test_convert_to_navigation_units_list(self): nt.assert_almost_equal(self.am['energy'].scale, self.axes_list[-1]['scale'], places=5) nt.assert_equal(self.am['energy'].units, self.axes_list[-1]['units']) - + def test_convert_to_signal_units(self): self.am.convert_units(axes='signal', units='keV') nt.assert_almost_equal(self.am['x'].scale, self.axes_list[0]['scale'], @@ -247,7 +258,7 @@ def test_convert_to_signal_units(self): nt.assert_equal(self.am['y'].units, self.axes_list[1]['units']) nt.assert_almost_equal(self.am['energy'].scale, 0.005, places=5) nt.assert_equal(self.am['energy'].units, 'keV') - + def test_convert_to_units_list(self): self.am.convert_units(units=['µm', 'nm', 'meV']) nt.assert_almost_equal(self.am['x'].scale, 1000.0, places=5) @@ -255,4 +266,4 @@ def test_convert_to_units_list(self): nt.assert_almost_equal(self.am['y'].scale, 0.5E-3, places=5) nt.assert_equal(self.am['y'].units, 'µm') nt.assert_almost_equal(self.am['energy'].scale, 5E3, places=5) - nt.assert_equal(self.am['energy'].units, 'meV') \ No newline at end of file + nt.assert_equal(self.am['energy'].units, 'meV') From 3a86d8eff21e09cbb6df62ed41592a0554740cf8 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Fri, 29 Jul 2016 10:22:57 +0100 Subject: [PATCH 009/211] convert units navigators --- hyperspy/drawing/image.py | 10 +--------- hyperspy/drawing/mpl_he.py | 3 +++ hyperspy/drawing/mpl_hse.py | 15 +++++++++------ hyperspy/signal.py | 4 ++-- 4 files changed, 15 insertions(+), 17 deletions(-) diff --git a/hyperspy/drawing/image.py b/hyperspy/drawing/image.py index 012d807908..aad0e212ac 100644 --- a/hyperspy/drawing/image.py +++ b/hyperspy/drawing/image.py @@ -80,7 +80,7 @@ def __init__(self): self._text = None self._text_position = (0, 1.05,) self.axes_manager = None - self.auto_convert_units = None + self.auto_convert_units = False self._aspect = 1 self._extent = None self.xaxis = None @@ -413,14 +413,6 @@ def connect(self): self.events.closed.connect( lambda: self.axes_manager.events.indices_changed.disconnect( self.update), []) - if self.auto_convert_units: - print('Auto convert units active') - self.figure.canvas.mpl_connect('key_press_event', self.convert_units) - - def convert_units(self, event): - if event.key == 'c': - print('Convert_units') - pass def on_key_press(self, event): if event.key == 'h': diff --git a/hyperspy/drawing/mpl_he.py b/hyperspy/drawing/mpl_he.py index 01bcef6dce..b28533e5e3 100644 --- a/hyperspy/drawing/mpl_he.py +++ b/hyperspy/drawing/mpl_he.py @@ -127,6 +127,9 @@ def is_active(self): def plot(self, **kwargs): if self.pointer is None: + if self.auto_convert_units: + for navigation_axis in self.axes_manager.navigation_axes: + navigation_axis.convert_to_units() pointer = self.assign_pointer() if pointer is not None: self.pointer = pointer(self.axes_manager) diff --git a/hyperspy/drawing/mpl_hse.py b/hyperspy/drawing/mpl_hse.py index a20641fac5..557590e4b4 100644 --- a/hyperspy/drawing/mpl_hse.py +++ b/hyperspy/drawing/mpl_hse.py @@ -78,18 +78,21 @@ def plot_signal(self): self.signal_plot.plot() return # Create the figure - self.xlabel = '%s' % str(self.axes_manager.signal_axes[0]) - if self.axes_manager.signal_axes[0].units is not Undefined: - self.xlabel += ' (%s)' % self.axes_manager.signal_axes[0].units - self.ylabel = 'Intensity' self.axis = self.axes_manager.signal_axes[0] sf = signal1d.Signal1DFigure(title=self.signal_title + " Signal") - sf.xlabel = self.xlabel - sf.ylabel = self.ylabel sf.axis = self.axis sf.create_axis() sf.axes_manager = self.axes_manager + if self.auto_convert_units: + self.axes_manager.signal_axes[0].convert_to_units() + self.xlabel = '%s' % str(self.axes_manager.signal_axes[0]) + if self.axes_manager.signal_axes[0].units is not Undefined: + self.xlabel += ' (%s)' % self.axes_manager.signal_axes[0].units + self.ylabel = 'Intensity' + sf.xlabel = self.xlabel + sf.ylabel = self.ylabel + self.signal_plot = sf # Create a line to the left axis with the default indices is_complex = any(np.iscomplex(self.signal_data_function())) diff --git a/hyperspy/signal.py b/hyperspy/signal.py index 711bb6b60a..c8d8937861 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -1876,6 +1876,8 @@ def plot(self, navigator="auto", axes_manager=None, if axes_manager is None: axes_manager = self.axes_manager + if auto_convert_units: + axes_manager = axes_manager.deepcopy() if self.is_rgbx is True: if axes_manager.navigation_size < 2: navigator = None @@ -1891,8 +1893,6 @@ def plot(self, navigator="auto", axes_manager=None, else: raise ValueError('Plotting is not supported for this view') - if auto_convert_units: - axes_manager = axes_manager.deepcopy() self._plot.auto_convert_units = auto_convert_units self._plot.axes_manager = axes_manager self._plot.signal_data_function = self.__call__ From 83806579ec41bdfcd58e6ef0e02d257e8ec98786 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Fri, 29 Jul 2016 11:03:51 +0100 Subject: [PATCH 010/211] add axes_off (default=false) argument for plotting images to remove axes label --- hyperspy/_signals/signal2d.py | 2 ++ hyperspy/drawing/image.py | 3 +++ hyperspy/drawing/mpl_hie.py | 4 ++++ 3 files changed, 9 insertions(+) diff --git a/hyperspy/_signals/signal2d.py b/hyperspy/_signals/signal2d.py index 5a27f0ffa6..e648a25fae 100644 --- a/hyperspy/_signals/signal2d.py +++ b/hyperspy/_signals/signal2d.py @@ -211,6 +211,7 @@ def plot(self, scalebar=True, scalebar_color="white", axes_ticks=None, + axes_off=False, saturated_pixels=0, vmin=None, vmax=None, @@ -228,6 +229,7 @@ def plot(self, scalebar=scalebar, scalebar_color=scalebar_color, axes_ticks=axes_ticks, + axes_off=axes_off, saturated_pixels=saturated_pixels, vmin=vmin, vmax=vmax, diff --git a/hyperspy/drawing/image.py b/hyperspy/drawing/image.py index aad0e212ac..5147a5f8fc 100644 --- a/hyperspy/drawing/image.py +++ b/hyperspy/drawing/image.py @@ -81,6 +81,7 @@ def __init__(self): self._text_position = (0, 1.05,) self.axes_manager = None self.auto_convert_units = False + self.axes_off = False self._aspect = 1 self._extent = None self.xaxis = None @@ -254,6 +255,8 @@ def create_axis(self): self.ax.set_xticks([]) self.ax.set_yticks([]) self.ax.hspy_fig = self + if self.axes_off: + self.ax.axis('off') def plot(self, **kwargs): self.configure() diff --git a/hyperspy/drawing/mpl_hie.py b/hyperspy/drawing/mpl_hie.py index 8a9017fd02..d98540b5fb 100644 --- a/hyperspy/drawing/mpl_hie.py +++ b/hyperspy/drawing/mpl_hie.py @@ -27,6 +27,7 @@ def plot_signal(self, scalebar=True, scalebar_color="white", axes_ticks=None, + axes_off=False, saturated_pixels=0, vmin=None, vmax=None, @@ -49,6 +50,8 @@ def plot_signal(self, If True, plot the axes ticks. If None axes_ticks are only plotted when the scale bar is not plotted. If False the axes ticks are never plotted. + axes_off : bool, optional + If True, the axes labels are not plotted. auto_convert_units : bool, optional if True, automatically convert the units. saturated_pixels: scalar @@ -75,6 +78,7 @@ def plot_signal(self, imf.colorbar = colorbar imf.scalebar = scalebar imf.axes_ticks = axes_ticks + imf.axes_off = axes_off imf.vmin, imf.vmax = vmin, vmax imf.saturated_pixels = saturated_pixels imf.no_nans = no_nans From 98f26ced5c7b33931567b6db82c9c73901c0a945 Mon Sep 17 00:00:00 2001 From: Tomas Ostasevicius Date: Wed, 9 Nov 2016 11:10:19 +0000 Subject: [PATCH 011/211] allow external components to be exported to dictionaries by pickling the class if not local --- hyperspy/component.py | 4 ++++ hyperspy/model.py | 13 +++++++++++-- 2 files changed, 15 insertions(+), 2 deletions(-) diff --git a/hyperspy/component.py b/hyperspy/component.py index 3c7544a7dc..11c286487c 100755 --- a/hyperspy/component.py +++ b/hyperspy/component.py @@ -1135,6 +1135,10 @@ def as_dictionary(self, fullcopy=True): 'parameters': [ p.as_dictionary(fullcopy) for p in self.parameters]} export_to_dictionary(self, self._whitelist, dic, fullcopy) + from hyperspy.model import components + if self._id_name not in components.__dict__.keys(): + import dill + dic['_class_dump'] = dill.dumps(self.__class__) return dic def _load_dictionary(self, dic): diff --git a/hyperspy/model.py b/hyperspy/model.py index 74b8f63936..2a66a80d33 100755 --- a/hyperspy/model.py +++ b/hyperspy/model.py @@ -24,6 +24,7 @@ from distutils.version import LooseVersion import numpy as np +import dill import scipy import scipy.odr as odr from scipy.optimize import (leastsq, least_squares, @@ -61,6 +62,14 @@ class DummyComponentsContainer: components.__dict__.update(components1d.__dict__) components.__dict__.update(components2d.__dict__) +def reconstruct_component(comp_dictionary, **init_args): + _id = comp_dictionary['_id_name'] + try: + _class = getattr(components, _id) + except AttributeError: + _class = dill.loads(comp_dictionary['_class_dump']) + return _class(**init_args) + class ModelComponents(object): @@ -280,7 +289,7 @@ def _load_dictionary(self, dic): if 'init' in parse_flag_string(flags_str): init_args[k] = reconstruct_object(flags_str, comp[k]) - self.append(getattr(components, comp['_id_name'])(**init_args)) + self.append(reconstruct_component(comp, **init_args)) id_dict.update(self[-1]._load_dictionary(comp)) # deal with twins: for comp in dic['components']: @@ -1813,7 +1822,7 @@ def __getitem__(self, slices): flags_str, value = v if 'init' in parse_flag_string(flags_str): init_args[k] = value - _model.append(getattr(components, comp._id_name)(**init_args)) + _model.append(comp.__class__(**init_args)) copy_slice_from_whitelist(self.model, _model, dims, From f274909e75dfd472e8c7eb51c3dd3c4e22415229 Mon Sep 17 00:00:00 2001 From: Tomas Ostasevicius Date: Wed, 28 Sep 2016 15:06:55 +0100 Subject: [PATCH 012/211] Add custom optimized function to model --- hyperspy/model.py | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/hyperspy/model.py b/hyperspy/model.py index 2a66a80d33..5eeca615ca 100755 --- a/hyperspy/model.py +++ b/hyperspy/model.py @@ -1001,6 +1001,16 @@ def fit(self, fitter="leastsq", method='ls', grad=False, # this has to be done before setting the p0, # so moved things around self.ensure_parameters_in_bounds() + if method == 'custom': + min_function = kwargs.pop('min_function', None) + if min_function is None: + raise ValueError('Custom minimization requires "min_function" ' + 'kwarg with a callable') + if grad is not False: + raise ValueError('Custom minimization does not support ' + 'gradient (for now).') + from toolz import curry + min_function = curry(min_function, self) with cm(update_on_resume=True): self.p_std = None @@ -1021,7 +1031,7 @@ def fit(self, fitter="leastsq", method='ls', grad=False, grad_ml = self._gradient_ml grad_ls = self._gradient_ls - if method == 'ml': + if method in ['ml', 'custom']: weights = None if fitter in ("leastsq", "odr", "mpfit"): raise NotImplementedError( @@ -1149,6 +1159,9 @@ def fit(self, fitter="leastsq", method='ls', grad=False, elif method == "ls": tominimize = self._errfunc2 fprime = grad_ls + elif method == 'custom': + tominimize = min_function + fprime = None # OPTIMIZERS # Derivative-free methods From 7dabe34cafd42bfb16c61f1ef2007e3d92ca3c0c Mon Sep 17 00:00:00 2001 From: Tomas Ostasevicius Date: Tue, 28 Feb 2017 17:44:50 +0000 Subject: [PATCH 013/211] not tools but functools --- hyperspy/model.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hyperspy/model.py b/hyperspy/model.py index 5eeca615ca..994b0c6b34 100755 --- a/hyperspy/model.py +++ b/hyperspy/model.py @@ -1009,8 +1009,8 @@ def fit(self, fitter="leastsq", method='ls', grad=False, if grad is not False: raise ValueError('Custom minimization does not support ' 'gradient (for now).') - from toolz import curry - min_function = curry(min_function, self) + from functools import partial + min_function = partial(min_function, self) with cm(update_on_resume=True): self.p_std = None From 38630aab0cffcb96058ced9dc615151f4bbb1c19 Mon Sep 17 00:00:00 2001 From: Tomas Ostasevicius Date: Sun, 30 Oct 2016 14:25:47 +0000 Subject: [PATCH 014/211] add more model option passing --- hyperspy/model.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hyperspy/model.py b/hyperspy/model.py index 994b0c6b34..63829d86b0 100755 --- a/hyperspy/model.py +++ b/hyperspy/model.py @@ -1121,7 +1121,7 @@ def fit(self, fitter="leastsq", method='ls', grad=False, self.signal()[np.where(self.channel_switches)], sx=None, sy=(1 / weights if weights is not None else None)) - myodr = odr.ODR(mydata, modelo, beta0=self.p0[:]) + myodr = odr.ODR(mydata, modelo, beta0=self.p0[:], **kwargs) myoutput = myodr.run() result = myoutput.beta self.p_std = myoutput.sd_beta @@ -1141,7 +1141,7 @@ def fit(self, fitter="leastsq", method='ls', grad=False, 'y': self.signal()[self.channel_switches], 'weights': weights}, autoderivative=autoderivative, - quiet=1) + quiet=1, **kwargs) self.p0 = m.params if hasattr(self, 'axis') and (self.axis.size > len(self.p0)) \ From a6071fbfddba03c2d9d98cc463b64b8e922ac165 Mon Sep 17 00:00:00 2001 From: Tomas Ostasevicius Date: Thu, 15 Jun 2017 15:58:51 +0900 Subject: [PATCH 015/211] model: custom min_function_grad --- hyperspy/model.py | 18 +++++++++++++----- 1 file changed, 13 insertions(+), 5 deletions(-) diff --git a/hyperspy/model.py b/hyperspy/model.py index 63829d86b0..3d6620de36 100755 --- a/hyperspy/model.py +++ b/hyperspy/model.py @@ -936,10 +936,13 @@ def fit(self, fitter="leastsq", method='ls', grad=False, If `variance` is a `Signal` instance of the same `navigation_dimension` as the signal, and `method` is "ls", then weighted least squares is performed. - method : {'ls', 'ml'} + method : {'ls', 'ml', 'custom'} Choose 'ls' (default) for least-squares and 'ml' for Poisson maximum likelihood estimation. The latter is not available when - 'fitter' is "leastsq", "odr" or "mpfit". + 'fitter' is "leastsq", "odr" or "mpfit". 'custom' allows passing + your own minimisation function as a kwarg "min_function", with + optional gradient kwarg "min_function_grad". See User Guide for + details. grad : bool If True, the analytical gradient is used if defined to speed up the optimization. @@ -1006,11 +1009,16 @@ def fit(self, fitter="leastsq", method='ls', grad=False, if min_function is None: raise ValueError('Custom minimization requires "min_function" ' 'kwarg with a callable') + min_function_grad = None if grad is not False: - raise ValueError('Custom minimization does not support ' - 'gradient (for now).') + min_function_grad = kwargs.pop('min_function_grad', None) + if min_function_grad is None: + raise ValueError('Custom gradient function should be ' + 'supplied with "min_function_grad" kwarg') from functools import partial min_function = partial(min_function, self) + if callable(min_function_grad): + min_function_grad = partial(min_function_grad, self) with cm(update_on_resume=True): self.p_std = None @@ -1161,7 +1169,7 @@ def fit(self, fitter="leastsq", method='ls', grad=False, fprime = grad_ls elif method == 'custom': tominimize = min_function - fprime = None + fprime = min_function_grad # OPTIMIZERS # Derivative-free methods From 898bf452e5cf42dd78cab30726da1e4a1d816ed9 Mon Sep 17 00:00:00 2001 From: Tomas Ostasevicius Date: Wed, 28 Sep 2016 15:31:28 +0100 Subject: [PATCH 016/211] fix samfire reintroduced samfire bugs, make work with custom optimized function --- hyperspy/samfire.py | 2 ++ hyperspy/samfire_utils/samfire_pool.py | 4 ++++ hyperspy/samfire_utils/samfire_worker.py | 3 +++ 3 files changed, 9 insertions(+) diff --git a/hyperspy/samfire.py b/hyperspy/samfire.py index c35eb8991f..09da343374 100644 --- a/hyperspy/samfire.py +++ b/hyperspy/samfire.py @@ -234,6 +234,8 @@ def start(self, **kwargs): self._setup() if self._workers and self.pool is not None: self.pool.update_parameters() + if 'min_function' in kwargs: + kwargs['min_function'] = dill.dumps(kwargs['min_function']) self._args = kwargs num_of_strat = len(self.strategies) total_size = self.model.axes_manager.navigation_size - self.pixels_done diff --git a/hyperspy/samfire_utils/samfire_pool.py b/hyperspy/samfire_utils/samfire_pool.py index dc08394f66..0046ab539b 100644 --- a/hyperspy/samfire_utils/samfire_pool.py +++ b/hyperspy/samfire_utils/samfire_pool.py @@ -151,6 +151,10 @@ def prepare_workers(self, samfire): self.samf = samfire mall = samfire.model model = mall.inav[mall.axes_manager.indices] + if model.signal.metadata.has_item('Signal.Noise_properties.variance'): + var = model.signal.metadata.Signal.Noise_properties.variance + if var._lazy: + var.compute() model.store('z') m_dict = model.signal._to_dictionary(False) m_dict['models'] = model.signal.models._models.as_dictionary() diff --git a/hyperspy/samfire_utils/samfire_worker.py b/hyperspy/samfire_utils/samfire_worker.py index 92d769a503..52e42329c8 100644 --- a/hyperspy/samfire_utils/samfire_worker.py +++ b/hyperspy/samfire_utils/samfire_worker.py @@ -165,6 +165,9 @@ def run_pixel(self, ind, value_dict): self.value_dict = value_dict self.fitting_kwargs = self.value_dict.pop('fitting_kwargs', {}) + if 'min_function' in self.fitting_kwargs: + self.fitting_kwargs['min_function'] = \ + dill.loads(self.fitting_kwargs['min_function']) self.model.signal.data[:] = self.value_dict.pop('signal.data') if self.model.signal.metadata.has_item( From d8c2ffbd8958b09fe5df3b9b7431d3f79c6d3f78 Mon Sep 17 00:00:00 2001 From: Tomas Ostasevicius Date: Thu, 22 Jun 2017 17:15:42 +0900 Subject: [PATCH 017/211] samfire works with custom model --- hyperspy/samfire.py | 2 ++ hyperspy/samfire_utils/samfire_pool.py | 4 ++-- hyperspy/samfire_utils/samfire_worker.py | 8 ++++++-- 3 files changed, 10 insertions(+), 4 deletions(-) diff --git a/hyperspy/samfire.py b/hyperspy/samfire.py index 09da343374..f9c87eecd2 100644 --- a/hyperspy/samfire.py +++ b/hyperspy/samfire.py @@ -236,6 +236,8 @@ def start(self, **kwargs): self.pool.update_parameters() if 'min_function' in kwargs: kwargs['min_function'] = dill.dumps(kwargs['min_function']) + if 'min_function_grad' in kwargs: + kwargs['min_function_grad'] = dill.dumps(kwargs['min_function_grad']) self._args = kwargs num_of_strat = len(self.strategies) total_size = self.model.axes_manager.navigation_size - self.pixels_done diff --git a/hyperspy/samfire_utils/samfire_pool.py b/hyperspy/samfire_utils/samfire_pool.py index 0046ab539b..d114cfa0c4 100644 --- a/hyperspy/samfire_utils/samfire_pool.py +++ b/hyperspy/samfire_utils/samfire_pool.py @@ -267,14 +267,14 @@ def add_jobs(self, needed_number=None): needed_number: {None, int} The number of jobs to add. If None (default), adds `need_pixels` """ + def test_func(worker, ind, value_dict): + return worker.run_pixel(ind, value_dict) if needed_number is None: needed_number = self.need_pixels for ind, value_dict in self.samf.generate_values(needed_number): if self.is_multiprocessing: self.shared_queue.put(('run_pixel', (ind, value_dict))) elif self.is_ipyparallel: - def test_func(worker, ind, value_dict): - return worker.run_pixel(ind, value_dict) self.results.append((self.pool.apply_async(test_func, self.rworker, ind, value_dict), ind)) diff --git a/hyperspy/samfire_utils/samfire_worker.py b/hyperspy/samfire_utils/samfire_worker.py index 52e42329c8..9d46e3a9eb 100644 --- a/hyperspy/samfire_utils/samfire_worker.py +++ b/hyperspy/samfire_utils/samfire_worker.py @@ -166,8 +166,12 @@ def run_pixel(self, ind, value_dict): self.fitting_kwargs = self.value_dict.pop('fitting_kwargs', {}) if 'min_function' in self.fitting_kwargs: - self.fitting_kwargs['min_function'] = \ - dill.loads(self.fitting_kwargs['min_function']) + self.fitting_kwargs['min_function'] = dill.loads( + self.fitting_kwargs['min_function']) + if 'min_function_grad' in self.fitting_kwargs and isinstance( + self.fitting_kwargs['min_function_grad'], bytes): + self.fitting_kwargs['min_function_grad'] = dill.loads( + self.fitting_kwargs['min_function_grad']) self.model.signal.data[:] = self.value_dict.pop('signal.data') if self.model.signal.metadata.has_item( From 007b8ba31679c53d3356b50359a8c34a082f6e9f Mon Sep 17 00:00:00 2001 From: Tomas Ostasevicius Date: Thu, 22 Jun 2017 18:24:22 +0900 Subject: [PATCH 018/211] user guide entry and model.fetch_values_from_array --- doc/user_guide/model.rst | 164 +++++++++++++++++++++++++++++++-------- hyperspy/model.py | 17 +++- 2 files changed, 149 insertions(+), 32 deletions(-) diff --git a/doc/user_guide/model.rst b/doc/user_guide/model.rst index 2097ad0762..8de7f65c89 100644 --- a/doc/user_guide/model.rst +++ b/doc/user_guide/model.rst @@ -634,34 +634,37 @@ optimizers. For more information on the local and global optimization algorithms .. table:: Features of curve fitting optimizers. - +--------------------------+--------+------------------+------------+--------+ - | Optimizer | Bounds | Error estimation | Method | Type | - +==========================+========+==================+============+========+ - | "leastsq" | Yes | Yes | 'ls' | local | - +--------------------------+--------+------------------+------------+--------+ - | "mpfit" | Yes | Yes | 'ls' | local | - +--------------------------+--------+------------------+------------+--------+ - | "odr" | No | Yes | 'ls' | local | - +--------------------------+--------+------------------+------------+--------+ - | "Nelder-Mead" | No | No | 'ls', 'ml' | local | - +--------------------------+--------+------------------+------------+--------+ - | "Powell" | No | No | 'ls', 'ml' | local | - +--------------------------+--------+------------------+------------+--------+ - | "CG" | No | No | 'ls', 'ml' | local | - +--------------------------+--------+------------------+------------+--------+ - | "BFGS" | No | No | 'ls', 'ml' | local | - +--------------------------+--------+------------------+------------+--------+ - | "Newton-CG" | No | No | 'ls', 'ml' | local | - +--------------------------+--------+------------------+------------+--------+ - | "L-BFGS-B" | Yes | No | 'ls', 'ml' | local | - +--------------------------+--------+------------------+------------+--------+ - | "TNC" | Yes | No | 'ls', 'ml' | local | - +--------------------------+--------+------------------+------------+--------+ - | "Differential Evolution" | Yes | No | 'ls', 'ml' | global | - +--------------------------+--------+------------------+------------+--------+ - - -The following example shows how to perfom least squares with error estimation. + +--------------------------+--------+------------------+----------------------+--------+ + | Optimizer | Bounds | Error estimation | Method | Type | + +==========================+========+==================+======================+========+ + | "leastsq" | Yes | Yes | 'ls' | local | + +--------------------------+--------+------------------+----------------------+--------+ + | "mpfit" | Yes | Yes | 'ls' | local | + +--------------------------+--------+------------------+----------------------+--------+ + | "odr" | No | Yes | 'ls' | local | + +--------------------------+--------+------------------+----------------------+--------+ + | "Nelder-Mead" | No | No | 'ls', 'ml', 'custom' | local | + +--------------------------+--------+------------------+----------------------+--------+ + | "Powell" | No | No | 'ls', 'ml', 'custom' | local | + +--------------------------+--------+------------------+----------------------+--------+ + | "CG" | No | No | 'ls', 'ml', 'custom' | local | + +--------------------------+--------+------------------+----------------------+--------+ + | "BFGS" | No | No | 'ls', 'ml', 'custom' | local | + +--------------------------+--------+------------------+----------------------+--------+ + | "Newton-CG" | No | No | 'ls', 'ml', 'custom' | local | + +--------------------------+--------+------------------+----------------------+--------+ + | "L-BFGS-B" | Yes | No | 'ls', 'ml', 'custom' | local | + +--------------------------+--------+------------------+----------------------+--------+ + | "TNC" | Yes | No | 'ls', 'ml', 'custom' | local | + +--------------------------+--------+------------------+----------------------+--------+ + | "Differential Evolution" | Yes | No | 'ls', 'ml', 'custom' | global | + +--------------------------+--------+------------------+----------------------+--------+ + + +Least squares with error estimation +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +The following example shows how to perfom least squares optimisation with error estimation. First we create data consisting of a line line ``y = a*x + b`` with ``a = 1`` and ``b = 100`` and we add white noise to it: @@ -705,6 +708,10 @@ However, the value won't be correct unless an accurate value of the variance is defined in ``metadata.Signal.Noise_properties.variance``. See :ref:`signal.noise_properties` for more information. + +Weighted least squares with error estimation +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + In the following example, we add poissonian noise to the data instead of gaussian noise and proceed to fit as in the previous example. @@ -736,6 +743,10 @@ approximation in most cases. >>> line.coefficients.std (0.0055752036447948173, 0.46950832982673557) + +Maximum likelihood optimisation +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + We can use Poisson maximum likelihood estimation instead, which is an unbiased estimator for poissonian noise. To do so, we use a general optimizer called "Nelder-Mead". @@ -746,10 +757,100 @@ To do so, we use a general optimizer called "Nelder-Mead". >>> line.coefficients.value (1.0030718094185611, -0.63590210946134107) +Custom optimisations +^^^^^^^^^^^^^^^^^^^^ + +.. versionadded:: 1.4 Custom optimiser functions + +Instead of the in-built least squares (``'ls'``) and maximum likelihood +(``'ml'``) optimisation functions, a custom function can be passed to the +model: + +.. code-block:: python + + >>> def my_custom_function(model, values, data, weights=None): + ... """ + ... Parameters + ... ---------- + ... model : Model instance + ... the model that is fitted. + ... values : np.ndarray + ... A one-dimensional array with free parameter values suggested by the + ... optimiser (that are not yet stored in the model). + ... data : np.ndarray + ... A one-dimensional array with current data that is being fitted. + ... weights : {np.ndarray, None} + ... An optional one-dimensional array with parameter weights. + ... + ... Returns + ... ------- + ... score : float + ... A signle float value, representing a score of the fit, with + ... lower values corresponding to better fits. + ... """ + ... # Almost any operation can be performed, for example: + ... # First we store the suggested values in the model + ... model.fetch_values_from_array(values) + ... + ... # Evaluate the current model + ... cur_value = model(onlyactive=True) + ... + ... # Calculate the weighted difference with data + ... if weights is None: + ... weights = 1 + ... difference = (data - cur_value) * weights + ... + ... # Return squared and summed weighted difference + ... return (difference**2).sum() + >>> m.fit(fitter='TNC', method='custom', min_function=my_custom_function) + +If the optimiser requires a gradient estimation function, it can be similarly +passed, using the following signature: + +.. code-block:: python + + >>> def my_custom_gradient_function(model, values, data, weights=None): + ... """ + ... Parameters + ... ---------- + ... model : Model instance + ... the model that is fitted. + ... values : np.ndarray + ... A one-dimensional array with free parameter values suggested by the + ... optimiser (that are not yet stored in the model). + ... data : np.ndarray + ... A one-dimensional array with current data that is being fitted. + ... weights : {np.ndarray, None} + ... An optional one-dimensional array with parameter weights. + ... + ... Returns + ... ------- + ... gradients : np.ndarray + ... a one-dimensional array of gradients, the size of `values`, + ... containing each parameter gradient with the given values + ... """ + ... # As an example, estimate maximum likelihood gradient: + ... model.fetch_values_from_array(values) + ... cur_value = model(onlyactive=True) + ... + ... # We use in-built jacobian estimation + ... jac = model._jacobian(values, data) + ... + ... return -(jac * (data / cur_value - 1)).sum(1) + >>> m.fit(method='custom', + ... grad=True, + ... fitter='BFGS', # an optimiser that requires gradient estimation + ... min_function=my_custom_function, + ... min_function_grad=my_custom_gradient_function) + + +Bounded optimisation +^^^^^^^^^^^^^^^^^^^^ + Problems of ill-conditioning and divergence can be ameliorated by using bounded optimization. Currently, not all optimizers support bounds - see the -:ref:`table above `. In the following example a gaussian histogram is fitted - +:ref:`table above `. In the following example a gaussian +histogram is fitted using a :class:`~._components.gaussian.Gaussian` component using mpfit and bounds on the ``centre`` parameter. @@ -773,7 +874,8 @@ bounds on the ``centre`` parameter. A 99918.7 centre 9.99976 - +Goodness of fit +^^^^^^^^^^^^^^^ .. versionadded:: 0.7 chi-squared and reduced chi-squared diff --git a/hyperspy/model.py b/hyperspy/model.py index 3d6620de36..18a233b988 100755 --- a/hyperspy/model.py +++ b/hyperspy/model.py @@ -803,8 +803,23 @@ def fetch_stored_values(self, only_fixed=False): for component in self: component.fetch_stored_values(only_fixed=only_fixed) + def fetch_values_from_array(self, array, array_std=None): + """Fetch the parameter values from the given array, optionally also + fetching the standard deviations. + + Parameters + ---------- + array : array + array with the parameter values + array_std : {None, array} + array with the standard deviations of parameters + """ + self.p0 = array + self._fetch_values_from_p0(p_std=array_std) + + def _fetch_values_from_p0(self, p_std=None): - """Fetch the parameter values from the output of the optimzer `self.p0` + """Fetch the parameter values from the output of the optimiser `self.p0` Parameters ---------- From e18bbf1811a7091fa8b2967038370a440180a71c Mon Sep 17 00:00:00 2001 From: Tomas Ostasevicius Date: Fri, 30 Jun 2017 15:15:20 +0900 Subject: [PATCH 019/211] model cleanup and custom method tests --- hyperspy/model.py | 13 ++++---- hyperspy/tests/model/test_model.py | 52 ++++++++++++++++++++++++++++++ 2 files changed, 58 insertions(+), 7 deletions(-) diff --git a/hyperspy/model.py b/hyperspy/model.py index 18a233b988..c8964f94f1 100755 --- a/hyperspy/model.py +++ b/hyperspy/model.py @@ -1019,14 +1019,13 @@ def fit(self, fitter="leastsq", method='ls', grad=False, # this has to be done before setting the p0, # so moved things around self.ensure_parameters_in_bounds() + min_function = kwargs.pop('min_function', None) + min_function_grad = kwargs.pop('min_function_grad', None) if method == 'custom': - min_function = kwargs.pop('min_function', None) - if min_function is None: + if not callable(min_function): raise ValueError('Custom minimization requires "min_function" ' 'kwarg with a callable') - min_function_grad = None if grad is not False: - min_function_grad = kwargs.pop('min_function_grad', None) if min_function_grad is None: raise ValueError('Custom gradient function should be ' 'supplied with "min_function_grad" kwarg') @@ -1058,8 +1057,8 @@ def fit(self, fitter="leastsq", method='ls', grad=False, weights = None if fitter in ("leastsq", "odr", "mpfit"): raise NotImplementedError( - "Maximum likelihood estimation is not supported " - 'for the "leastsq", "mpfit" or "odr" optimizers') + '"leastsq", "mpfit" and "odr" optimizers only support' + 'least squares ("ls") method') elif method == "ls": metadata = self.signal.metadata if "Signal.Noise_properties.variance" not in metadata: @@ -1085,7 +1084,7 @@ def fit(self, fitter="leastsq", method='ls', grad=False, weights = 1. / np.sqrt(variance) else: raise ValueError( - 'method must be "ls" or "ml" but %s given' % + 'method must be "ls", "ml" or "custom" but %s given' % method) args = (self.signal()[np.where(self.channel_switches)], weights) diff --git a/hyperspy/tests/model/test_model.py b/hyperspy/tests/model/test_model.py index 736d4e91c6..dca5614217 100644 --- a/hyperspy/tests/model/test_model.py +++ b/hyperspy/tests/model/test_model.py @@ -999,6 +999,58 @@ def test_set_1(self): assert (self.comps[0].offset.map["values"] != 2).all() assert (self.comps[1].offset.map["values"] == 2).all() +def test_fetch_values_from_arrays(): + m = hs.signals.Signal1D(np.arange(10)).create_model() + gaus = hs.model.components1D.Gaussian(A=100, sigma=10, centre=3) + m.append(gaus) + values = np.array([1.2, 3.4, 5.6]) + stds = values -1 + m.fetch_values_from_array(values, array_std=stds) + parameters = sorted(gaus.free_parameters, key=lambda x: x.name) + for v, s, p in zip(values, stds, parameters): + assert p.value == v + assert p.std == s + +def sets_second_parameter_to_two(model, parameters, data, weights=None): + return np.abs(parameters[1]-2) + + +class TestCustomOptimisation: + + def setup_method(self, method): + s = hs.signals.Signal1D([1., 2, 3, 5, 7, 12, 8, 6, 3, 2, 2]) + # data that should fit with A=49, centre=5.13, sigma=2.0 + self.m = s.create_model() + self.m.append(hs.model.components1D.Gaussian()) + + def test_custom_function(self): + m = self.m + m.fit(method='custom', min_function=sets_second_parameter_to_two, + fitter='TNC') + assert m[0].centre.value == 2. + + def test_no_function(self): + with pytest.raises(ValueError): + self.m.fit(method='custom') + + def test_no_gradient(self): + with pytest.raises(ValueError): + self.m.fit(method='custom', + min_function=lambda *args: 1, + grad=True + ) + + def test_custom_gradient_function(self): + from unittest import mock + gradf = mock.Mock(return_value=[10, 1, 10]) + self.m.fit(method='custom', + fitter='BFGS', + min_function=sets_second_parameter_to_two, + grad=True, + min_function_grad=gradf) + assert gradf.called + assert all([args[0] is self.m for args, kwargs in + gradf.call_args_list]) class TestAsSignal: From d057d50352c06215079192b6f78eaaa661c080d7 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Sat, 9 Sep 2017 00:29:49 +0100 Subject: [PATCH 020/211] Fix tests after merge. --- hyperspy/tests/axes/test_conversion_units.py | 177 +++++++++---------- hyperspy/tests/io/test_tiff.py | 144 ++++++++------- hyperspy/tests/signal/test_tools.py | 156 ++++++++-------- 3 files changed, 237 insertions(+), 240 deletions(-) diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index 82c3407f2b..e41919f88c 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -16,7 +16,7 @@ # You should have received a copy of the GNU General Public License # along with HyperSpy. If not, see . -import nose.tools as nt +import numpy.testing as nt import traits.api as t from hyperspy.axes import DataAxis, AxesManager, UnitConversion @@ -25,7 +25,7 @@ class TestUnitConversion: - def setUp(self): + def setup_method(self, method): self.uc = UnitConversion() self._set_units_scale_size(units='m', scale=1E-3) @@ -38,21 +38,21 @@ def _set_units_scale_size(self, units=t.Undefined, scale=1.0, size=100, def test_units_setter(self): self.uc.units = ' m' - nt.assert_equal(self.uc.units, 'm') + assert self.uc.units == 'm' self.uc.units = 'um' - nt.assert_equal(self.uc.units, 'µm') + assert self.uc.units == 'µm' self.uc.units = ' µm' - nt.assert_equal(self.uc.units, 'µm') + assert self.uc.units == 'µm' self.uc.units = ' km' - nt.assert_equal(self.uc.units, 'km') + assert self.uc.units == 'km' def test_ignore_conversion(self): - nt.assert_true(self.uc._ignore_conversion(t.Undefined)) + assert self.uc._ignore_conversion(t.Undefined) with assert_warns( message="not supported for conversion.", category=UserWarning): - nt.assert_true(self.uc._ignore_conversion('unit_not_supported')) - nt.assert_false(self.uc._ignore_conversion('m')) + assert self.uc._ignore_conversion('unit_not_supported') + assert not self.uc._ignore_conversion('m') def test_converted_compact_scale_units(self): self.uc.units = 'micron' @@ -60,143 +60,144 @@ def test_converted_compact_scale_units(self): message="not supported for conversion.", category=UserWarning): self.uc._convert_compact_scale_units() - nt.assert_equal(self.uc.units, 'micron') + assert self.uc.units == 'micron' nt.assert_almost_equal(self.uc.scale, 1.0E-3) def test_convert_to_units(self): self._set_units_scale_size(t.Undefined, 1.0) self.uc._convert_scale_units('nm') - nt.assert_equal(self.uc.units, t.Undefined) - nt.assert_almost_equal(self.uc.scale, 1.0, places=5) + assert self.uc.units == t.Undefined + nt.assert_almost_equal(self.uc.scale, 1.0) self._set_units_scale_size('m', 1.0E-3) self.uc._convert_scale_units('µm') - nt.assert_equal(self.uc.units, 'µm') - nt.assert_almost_equal(self.uc.scale, 1E3, places=5) + assert self.uc.units == 'µm' + nt.assert_almost_equal(self.uc.scale, 1E3) self._set_units_scale_size('µm', 0.5) self.uc._convert_scale_units('nm') - nt.assert_equal(self.uc.units, 'nm') - nt.assert_almost_equal(self.uc.scale, 500, places=5) + assert self.uc.units == 'nm' + nt.assert_almost_equal(self.uc.scale, 500) self._set_units_scale_size('µm', 5) self.uc._convert_scale_units('cm') - nt.assert_equal(self.uc.units, 'cm') - nt.assert_almost_equal(self.uc.scale, 0.0005, places=5) + assert self.uc.units == 'cm' + nt.assert_almost_equal(self.uc.scale, 0.0005) self._set_units_scale_size('1/µm', 5) self.uc._convert_scale_units('1/nm') - nt.assert_equal(self.uc.units, '1/nm') - nt.assert_almost_equal(self.uc.scale, 0.005, places=5) + assert self.uc.units == '1/nm' + nt.assert_almost_equal(self.uc.scale, 0.005) self._set_units_scale_size('eV', 5) self.uc._convert_scale_units('keV') - nt.assert_equal(self.uc.units, 'keV') - nt.assert_almost_equal(self.uc.scale, 0.005, places=5) + assert self.uc.units == 'keV' + nt.assert_almost_equal(self.uc.scale, 0.005) def test_get_compact_unit(self): ##### Imaging ##### # typical setting for high resolution image self._set_units_scale_size('m', 12E-12, 2048, 2E-9) self.uc._convert_compact_scale_units() - nt.assert_equal(self.uc.units, 'nm') - nt.assert_almost_equal(self.uc.scale, 0.012, places=5) - nt.assert_almost_equal(self.uc.offset, 2.0, places=5) + assert self.uc.units == 'nm' + nt.assert_almost_equal(self.uc.scale, 0.012) + nt.assert_almost_equal(self.uc.offset, 2.0) # typical setting for nm resolution image self._set_units_scale_size('m', 0.5E-9, 1024) self.uc._convert_compact_scale_units() - nt.assert_equal(self.uc.units, 'nm') - nt.assert_almost_equal(self.uc.scale, 0.5, places=5) - nt.assert_almost_equal(self.uc.offset, 0.0, places=5) + assert self.uc.units == 'nm' + nt.assert_almost_equal(self.uc.scale, 0.5) + nt.assert_almost_equal(self.uc.offset, 0.0) ##### Diffraction ##### # typical TEM diffraction self._set_units_scale_size('1/m', 0.1E9, 1024) self.uc._convert_compact_scale_units() - nt.assert_equal(self.uc.units, '1/nm') - nt.assert_almost_equal(self.uc.scale, 0.1, places=5) + assert self.uc.units == '1/nm' + nt.assert_almost_equal(self.uc.scale, 0.1) # typical TEM diffraction self._set_units_scale_size('1/m', 0.01E9, 256) self.uc._convert_compact_scale_units() - nt.assert_equal(self.uc.units, '1/nm') - nt.assert_almost_equal(self.uc.scale, 0.01, places=5) + assert self.uc.units == '1/nm' + nt.assert_almost_equal(self.uc.scale, 0.01) # high camera length diffraction self._set_units_scale_size('1/m', 0.1E9, 4096) self.uc._convert_compact_scale_units() - nt.assert_equal(self.uc.units, '1/nm') - nt.assert_almost_equal(self.uc.scale, 0.1, places=5) + assert self.uc.units == '1/nm' + nt.assert_almost_equal(self.uc.scale, 0.1) # typical EDS resolution self._set_units_scale_size('eV', 50, 4096, 0.0) self.uc._convert_compact_scale_units() - nt.assert_equal(self.uc.units, 'keV') - nt.assert_almost_equal(self.uc.scale, 0.05, places=5) - nt.assert_almost_equal(self.uc.offset, 0.0, places=5) + assert self.uc.units == 'keV' + nt.assert_almost_equal(self.uc.scale, 0.05) + nt.assert_almost_equal(self.uc.offset, 0.0) ##### Spectroscopy ##### # typical EELS resolution self._set_units_scale_size('eV', 0.2, 2048, 200.0) self.uc._convert_compact_scale_units() - nt.assert_equal(self.uc.units, 'eV') - nt.assert_almost_equal(self.uc.scale, 0.2, places=5) - nt.assert_almost_equal(self.uc.offset, 200.0, places=5) + assert self.uc.units == 'eV' + nt.assert_almost_equal(self.uc.scale, 0.2) + nt.assert_almost_equal(self.uc.offset, 200.0) # typical EELS resolution self._set_units_scale_size('eV', 1.0, 2048, 500.0) self.uc._convert_compact_scale_units() - nt.assert_equal(self.uc.units, 'keV') - nt.assert_almost_equal(self.uc.scale, 0.001, places=5) - nt.assert_almost_equal(self.uc.offset, 0.5, places=5) + assert self.uc.units == 'keV' + nt.assert_almost_equal(self.uc.scale, 0.001) + nt.assert_almost_equal(self.uc.offset, 0.5) # typical high resolution EELS resolution self._set_units_scale_size('eV', 0.05, 100) self.uc._convert_compact_scale_units() - nt.assert_equal(self.uc.units, 'eV') - nt.assert_almost_equal(self.uc.scale, 0.05, places=5) + assert self.uc.units == 'eV' + assert self.uc.scale == 0.05 class TestDataAxis: - def setUp(self): + def setup_method(self, method): self.axis = DataAxis(size=2048, scale=12E-12, units='m', offset=5E-9) def test_convert_to_compact_units(self): self.axis.convert_to_units(units=None) - nt.assert_almost_equal(self.axis.scale, 0.012, places=5) - nt.assert_equal(self.axis.units, 'nm') - nt.assert_almost_equal(self.axis.offset, 5.0, places=5) + nt.assert_almost_equal(self.axis.scale, 0.012) + assert self.axis.units == 'nm' + nt.assert_almost_equal(self.axis.offset, 5.0) def test_convert_to_units(self): self.axis.convert_to_units(units='µm') - nt.assert_almost_equal(self.axis.scale, 12E-6, places=8) - nt.assert_equal(self.axis.units, 'µm') - nt.assert_almost_equal(self.axis.offset, 0.005, places=5) + nt.assert_almost_equal(self.axis.scale, 12E-6) + assert self.axis.units == 'µm' + nt.assert_almost_equal(self.axis.offset, 0.005) def test_units_not_supported_by_pint_no_warning_raised(self): # Suppose to do nothing, not raising a warning, not converting scale self.axis.units = 'micron' self.axis.convert_to_units('m', filterwarning_action="ignore") - nt.assert_almost_equal(self.axis.scale, 12E-12, places=15) - nt.assert_equal(self.axis.units, 'micron') - nt.assert_almost_equal(self.axis.offset, 5E-09, places=15) + nt.assert_almost_equal(self.axis.scale, 12E-12) + assert self.axis.units == 'micron' + nt.assert_almost_equal(self.axis.offset, 5E-09) def test_units_not_supported_by_pint_warning_raised(self): # raising a warning, not converting scale self.axis.units = 'micron' with assert_warns( + message="not supported for conversion.", category=UserWarning): self.axis.convert_to_units('m') - nt.assert_almost_equal(self.axis.scale, 12E-12, places=15) - nt.assert_equal(self.axis.units, 'micron') + nt.assert_almost_equal(self.axis.scale, 12E-12) + assert self.axis.units == 'micron' class TestAxesManager: - def setup(self): + def setup_method(self, method): self.axes_list = [ {'name': 'x', 'navigate': True, @@ -221,49 +222,45 @@ def setup(self): def test_compact_unit(self): self.am.convert_units() - nt.assert_equal(self.am['x'].units, 'µm') - nt.assert_almost_equal(self.am['x'].scale, 1.0, places=5) - nt.assert_equal(self.am['y'].units, 'nm') - nt.assert_almost_equal(self.am['y'].scale, 0.5, places=5) - nt.assert_equal(self.am['energy'].units, 'keV') - nt.assert_almost_equal(self.am['energy'].scale, 0.005, places=5) + assert self.am['x'].units == 'µm' + nt.assert_almost_equal(self.am['x'].scale, 1.0) + assert self.am['y'].units == 'nm' + nt.assert_almost_equal(self.am['y'].scale, 0.5) + assert self.am['energy'].units == 'keV' + nt.assert_almost_equal(self.am['energy'].scale, 0.005) def test_convert_to_navigation_units(self): self.am.convert_units(axes='navigation', units='mm') - nt.assert_almost_equal(self.am['x'].scale, 1E-3, places=5) - nt.assert_equal(self.am['x'].units, 'mm') - nt.assert_almost_equal(self.am['y'].scale, 0.5E-6, places=5) - nt.assert_equal(self.am['y'].units, 'mm') + nt.assert_almost_equal(self.am['x'].scale, 1E-3) + assert self.am['x'].units == 'mm' + nt.assert_almost_equal(self.am['y'].scale, 0.5E-6) + assert self.am['y'].units == 'mm' nt.assert_almost_equal(self.am['energy'].scale, - self.axes_list[-1]['scale'], places=5) - nt.assert_equal(self.am['energy'].units, self.axes_list[-1]['units']) + self.axes_list[-1]['scale']) def test_convert_to_navigation_units_list(self): self.am.convert_units(axes='navigation', units=['mm', 'nm']) - nt.assert_almost_equal(self.am['x'].scale, 1000.0, places=5) - nt.assert_equal(self.am['x'].units, 'nm') - nt.assert_almost_equal(self.am['y'].scale, 0.5E-7, places=5) - nt.assert_equal(self.am['y'].units, 'mm') + nt.assert_almost_equal(self.am['x'].scale, 1000.0) + assert self.am['x'].units == 'nm' + nt.assert_almost_equal(self.am['y'].scale, 0.5E-6) + assert self.am['y'].units == 'mm' nt.assert_almost_equal(self.am['energy'].scale, - self.axes_list[-1]['scale'], places=5) - nt.assert_equal(self.am['energy'].units, self.axes_list[-1]['units']) + self.axes_list[-1]['scale']) def test_convert_to_signal_units(self): self.am.convert_units(axes='signal', units='keV') - nt.assert_almost_equal(self.am['x'].scale, self.axes_list[0]['scale'], - places=5) - nt.assert_equal(self.am['x'].units, self.axes_list[0]['units']) - nt.assert_almost_equal(self.am['y'].scale, self.axes_list[1]['scale'], - places=5) - nt.assert_equal(self.am['y'].units, self.axes_list[1]['units']) - nt.assert_almost_equal(self.am['energy'].scale, 0.005, places=5) - nt.assert_equal(self.am['energy'].units, 'keV') + nt.assert_almost_equal(self.am['x'].scale, self.axes_list[0]['scale']) + assert self.am['x'].units == self.axes_list[0]['units'] + nt.assert_almost_equal(self.am['y'].scale, self.axes_list[1]['scale']) + assert self.am['y'].units == self.axes_list[1]['units'] + nt.assert_almost_equal(self.am['energy'].scale, 0.005) + assert self.am['energy'].units == 'keV' def test_convert_to_units_list(self): self.am.convert_units(units=['µm', 'nm', 'meV']) - nt.assert_almost_equal(self.am['x'].scale, 1000.0, places=5) - nt.assert_equal(self.am['x'].units, 'nm') - nt.assert_almost_equal(self.am['y'].scale, 0.5E-3, places=5) - nt.assert_equal(self.am['y'].units, 'µm') - nt.assert_almost_equal(self.am['energy'].scale, 5E3, places=5) - nt.assert_equal(self.am['energy'].units, 'meV') + nt.assert_almost_equal(self.am['x'].scale, 1000.0) + assert self.am['x'].units == 'nm' + nt.assert_almost_equal(self.am['y'].scale, 0.5E-3) + assert self.am['y'].units == 'µm' + nt.assert_almost_equal(self.am['energy'].scale, 5E3) + assert self.am['energy'].units == 'meV' diff --git a/hyperspy/tests/io/test_tiff.py b/hyperspy/tests/io/test_tiff.py index f4f216bcc3..0e2de2ed1e 100644 --- a/hyperspy/tests/io/test_tiff.py +++ b/hyperspy/tests/io/test_tiff.py @@ -1,11 +1,9 @@ import os import tempfile -from distutils.version import LooseVersion import numpy as np import traits.api as t -from numpy.testing import assert_allclose -import pytest +import numpy.testing as nt import hyperspy.api as hs from hyperspy.misc.test_utils import assert_deep_almost_equal @@ -21,9 +19,9 @@ def test_rgba16(): assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined assert s.axes_manager[2].units == t.Undefined - assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) - assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) - assert_allclose(s.axes_manager[2].scale, 1.0, atol=1E-5) + nt.assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) + nt.assert_allclose(s.axes_manager[2].scale, 1.0, atol=1E-5) assert s.metadata.General.date == '2014-03-31' assert s.metadata.General.time == '16:35:46' @@ -38,8 +36,8 @@ def test_read_unit_um(): s = hs.load(os.path.join(MY_PATH2, 'test_dm_image_um_unit.dm3')) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) - assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) assert s.metadata.General.date == '2015-07-20' assert s.metadata.General.time == '18:48:25' with tempfile.TemporaryDirectory() as tmpdir: @@ -49,8 +47,8 @@ def test_read_unit_um(): s2 = hs.load(fname) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - assert_allclose(s2.axes_manager[0].scale, 0.16867, atol=1E-5) - assert_allclose(s2.axes_manager[1].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s2.axes_manager[0].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s2.axes_manager[1].scale, 0.16867, atol=1E-5) assert s2.metadata.General.date == s.metadata.General.date assert s2.metadata.General.time == s.metadata.General.time @@ -75,8 +73,8 @@ def test_read_unit_from_imagej(): s = hs.load(fname) assert s.axes_manager[0].units == 'micron' assert s.axes_manager[1].units == 'micron' - assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) - assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) def test_read_unit_from_imagej_stack(): @@ -87,9 +85,9 @@ def test_read_unit_from_imagej_stack(): assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == 'micron' assert s.axes_manager[2].units == 'micron' - assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) - assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) - assert_allclose(s.axes_manager[2].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s.axes_manager[2].scale, 0.16867, atol=1E-5) def test_read_unit_from_DM_stack(): @@ -100,9 +98,9 @@ def test_read_unit_from_DM_stack(): assert s.axes_manager[0].units == 's' assert s.axes_manager[1].units == 'µm' assert s.axes_manager[2].units == 'µm' - assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) - assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) - assert_allclose(s.axes_manager[2].scale, 1.68674, atol=1E-5) + nt.assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s.axes_manager[2].scale, 1.68674, atol=1E-5) with tempfile.TemporaryDirectory() as tmpdir: fname2 = os.path.join( tmpdir, 'test_loading_image_saved_with_DM_stack2.tif') @@ -112,17 +110,17 @@ def test_read_unit_from_DM_stack(): assert s2.axes_manager[0].units == s.axes_manager[0].units assert s2.axes_manager[1].units == 'micron' assert s2.axes_manager[2].units == 'micron' - assert_allclose( + nt.assert_allclose( s2.axes_manager[0].scale, s.axes_manager[0].scale, atol=1E-5) - assert_allclose( + nt.assert_allclose( s2.axes_manager[1].scale, s.axes_manager[1].scale, atol=1E-5) - assert_allclose( + nt.assert_allclose( s2.axes_manager[2].scale, s.axes_manager[2].scale, atol=1E-5) - assert_allclose( + nt.assert_allclose( s2.axes_manager[0].offset, s.axes_manager[0].offset, atol=1E-5) - assert_allclose( + nt.assert_allclose( s2.axes_manager[1].offset, s.axes_manager[1].offset, atol=1E-5) - assert_allclose( + nt.assert_allclose( s2.axes_manager[2].offset, s.axes_manager[2].offset, atol=1E-5) @@ -134,9 +132,9 @@ def test_read_unit_from_imagej_stack_no_scale(): assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined assert s.axes_manager[2].units == t.Undefined - assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) - assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) - assert_allclose(s.axes_manager[2].scale, 1.0, atol=1E-5) + nt.assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) + nt.assert_allclose(s.axes_manager[2].scale, 1.0, atol=1E-5) def test_read_unit_from_imagej_no_scale(): @@ -145,8 +143,8 @@ def test_read_unit_from_imagej_no_scale(): s = hs.load(fname) assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined - assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) - assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) + nt.assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) def test_write_read_unit_imagej(): @@ -171,24 +169,24 @@ def test_write_read_unit_imagej_with_description(): s = hs.load(fname) s.axes_manager[0].units = 'µm' s.axes_manager[1].units = 'µm' - assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) - assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) with tempfile.TemporaryDirectory() as tmpdir: fname2 = os.path.join(tmpdir, 'description.tif') s.save(fname2, export_scale=False, overwrite=True, description='test') s2 = hs.load(fname2) assert s2.axes_manager[0].units == t.Undefined assert s2.axes_manager[1].units == t.Undefined - assert_allclose(s2.axes_manager[0].scale, 1.0, atol=1E-5) - assert_allclose(s2.axes_manager[1].scale, 1.0, atol=1E-5) + nt.assert_allclose(s2.axes_manager[0].scale, 1.0, atol=1E-5) + nt.assert_allclose(s2.axes_manager[1].scale, 1.0, atol=1E-5) fname3 = os.path.join(tmpdir, 'description2.tif') s.save(fname3, export_scale=True, overwrite=True, description='test') s3 = hs.load(fname3) assert s3.axes_manager[0].units == 'micron' assert s3.axes_manager[1].units == 'micron' - assert_allclose(s3.axes_manager[0].scale, 0.16867, atol=1E-5) - assert_allclose(s3.axes_manager[1].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s3.axes_manager[0].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s3.axes_manager[1].scale, 0.16867, atol=1E-5) def test_saving_with_custom_tag(): @@ -212,10 +210,10 @@ def _test_read_unit_from_dm(): s = hs.load(fname) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) - assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) - assert_allclose(s.axes_manager[0].offset, 139.66264, atol=1E-5) - assert_allclose(s.axes_manager[1].offset, 128.19276, atol=1E-5) + nt.assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + nt.assert_allclose(s.axes_manager[0].offset, 139.66264, atol=1E-5) + nt.assert_allclose(s.axes_manager[1].offset, 128.19276, atol=1E-5) with tempfile.TemporaryDirectory() as tmpdir: fname2 = os.path.join(tmpdir, "DM2.tif") s.save(fname2, overwrite=True) @@ -223,14 +221,14 @@ def _test_read_unit_from_dm(): _compare_signal_shape_data(s, s2) assert s2.axes_manager[0].units == 'micron' assert s2.axes_manager[1].units == 'micron' - assert_allclose(s2.axes_manager[0].scale, s.axes_manager[0].scale, - atol=1E-5) - assert_allclose(s2.axes_manager[1].scale, s.axes_manager[1].scale, - atol=1E-5) - assert_allclose(s2.axes_manager[0].offset, s.axes_manager[0].offset, - atol=1E-5) - assert_allclose(s2.axes_manager[1].offset, s.axes_manager[1].offset, - atol=1E-5) + nt.assert_allclose(s2.axes_manager[0].scale, s.axes_manager[0].scale, + atol=1E-5) + nt.assert_allclose(s2.axes_manager[1].scale, s.axes_manager[1].scale, + atol=1E-5) + nt.assert_allclose(s2.axes_manager[0].offset, s.axes_manager[0].offset, + atol=1E-5) + nt.assert_allclose(s2.axes_manager[1].offset, s.axes_manager[1].offset, + atol=1E-5) def test_write_scale_unit(): @@ -357,11 +355,11 @@ def test_write_scale_unit_image_stack(): # only one unit can be read assert s1.axes_manager[1].units == 'mm' assert s1.axes_manager[2].units == 'mm' - assert_allclose( + nt.assert_allclose( s1.axes_manager[0].scale, s.axes_manager[0].scale) - assert_allclose( + nt.assert_allclose( s1.axes_manager[1].scale, s.axes_manager[1].scale) - assert_allclose( + nt.assert_allclose( s1.axes_manager[2].scale, s.axes_manager[2].scale) @@ -402,8 +400,8 @@ def test_read_FEI_SEM_scale_metadata_8bits(): s = hs.load(fname) assert s.axes_manager[0].units == 'm' assert s.axes_manager[1].units == 'm' - assert_allclose(s.axes_manager[0].scale, 3.3724e-06, atol=1E-12) - assert_allclose(s.axes_manager[1].scale, 3.3724e-06, atol=1E-12) + nt.assert_allclose(s.axes_manager[0].scale, 3.3724e-06, atol=1E-12) + nt.assert_allclose(s.axes_manager[1].scale, 3.3724e-06, atol=1E-12) assert s.data.dtype == 'uint8' assert_deep_almost_equal(s.metadata.as_dictionary(), FEI_Helios_metadata) @@ -413,8 +411,8 @@ def test_read_FEI_SEM_scale_metadata_16bits(): s = hs.load(fname) assert s.axes_manager[0].units == 'm' assert s.axes_manager[1].units == 'm' - assert_allclose(s.axes_manager[0].scale, 3.3724e-06, atol=1E-12) - assert_allclose(s.axes_manager[1].scale, 3.3724e-06, atol=1E-12) + nt.assert_allclose(s.axes_manager[0].scale, 3.3724e-06, atol=1E-12) + nt.assert_allclose(s.axes_manager[1].scale, 3.3724e-06, atol=1E-12) assert s.data.dtype == 'uint16' FEI_Helios_metadata['General'][ 'original_filename'] = 'FEI-Helios-Ebeam-16bits.tif' @@ -446,8 +444,8 @@ def test_read_Zeiss_SEM_scale_metadata_1k_image(): s = hs.load(fname) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - assert_allclose(s.axes_manager[0].scale, 2.615, atol=1E-3) - assert_allclose(s.axes_manager[1].scale, 2.615, atol=1E-3) + nt.assert_allclose(s.axes_manager[0].scale, 2.615, atol=1E-3) + nt.assert_allclose(s.axes_manager[1].scale, 2.615, atol=1E-3) assert s.data.dtype == 'uint16' assert_deep_almost_equal(s.metadata.as_dictionary(), md) @@ -460,8 +458,8 @@ def test_read_RGB_Zeiss_optical_scale_metadata(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined - assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-3) - assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-3) + nt.assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-3) + nt.assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-3) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '15:59:52' @@ -473,8 +471,8 @@ def test_read_BW_Zeiss_optical_scale_metadata(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - assert_allclose(s.axes_manager[0].scale, 169.3333, atol=1E-3) - assert_allclose(s.axes_manager[1].scale, 169.3333, atol=1E-3) + nt.assert_allclose(s.axes_manager[0].scale, 169.3333, atol=1E-3) + nt.assert_allclose(s.axes_manager[1].scale, 169.3333, atol=1E-3) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '16:08:49' @@ -482,13 +480,13 @@ def test_read_BW_Zeiss_optical_scale_metadata(): def test_read_BW_Zeiss_optical_scale_metadata_auto_convert_units(): fname = os.path.join(MY_PATH2, 'optical_Zeiss_AxioVision_BW.tif') s = hs.load(fname, force_read_resolution=True, auto_convert_units=True) - nt.assert_equal(s.data.dtype, np.uint16) - nt.assert_equal(s.data.shape, (10, 13)) - nt.assert_equal(s.axes_manager[0].units, 'mm') - nt.assert_equal(s.axes_manager[1].units, 'µm') - nt.assert_almost_equal(s.axes_manager[0].scale, 0.16933, places=5) - nt.assert_almost_equal(s.axes_manager[1].scale, 169.3333, places=3) - + assert s.data.dtype == np.uint16 + assert s.data.shape == (10, 13) + assert s.axes_manager[0].units == 'mm' + assert s.axes_manager[1].units == 'µm' + nt.assert_almost_equal(s.axes_manager[0].scale, 0.1693333) + nt.assert_almost_equal(s.axes_manager[1].scale, 169.3333333) + def test_read_BW_Zeiss_optical_scale_metadata2(): fname = os.path.join(MY_PATH2, 'optical_Zeiss_AxioVision_BW.tif') @@ -497,8 +495,8 @@ def test_read_BW_Zeiss_optical_scale_metadata2(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - assert_allclose(s.axes_manager[0].scale, 169.3333, atol=1E-3) - assert_allclose(s.axes_manager[1].scale, 169.3333, atol=1E-3) + nt.assert_allclose(s.axes_manager[0].scale, 169.3333, atol=1E-3) + nt.assert_allclose(s.axes_manager[1].scale, 169.3333, atol=1E-3) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '16:08:49' @@ -510,8 +508,8 @@ def test_read_BW_Zeiss_optical_scale_metadata3(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined - assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-3) - assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-3) + nt.assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-3) + nt.assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-3) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '16:08:49' @@ -540,6 +538,6 @@ def test_read_TVIPS_metadata(): assert s.data.shape == (1024, 1024) assert s.axes_manager[0].units == 'm' assert s.axes_manager[1].units == 'm' - assert_allclose(s.axes_manager[0].scale, 1.420e-09, atol=1E-12) - assert_allclose(s.axes_manager[1].scale, 1.420e-09, atol=1E-12) + nt.assert_allclose(s.axes_manager[0].scale, 1.420e-09, atol=1E-12) + nt.assert_allclose(s.axes_manager[1].scale, 1.420e-09, atol=1E-12) assert_deep_almost_equal(s.metadata.as_dictionary(), md) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 99d6038036..37b86cf7c1 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -2,10 +2,10 @@ import sys import numpy as np -import numpy.random import dask.array as da -from numpy.testing import assert_array_equal, assert_allclose +from numpy.testing import assert_array_equal import pytest +import numpy.testing as nt from hyperspy import signals from hyperspy.decorators import lazifyTestClass @@ -14,7 +14,7 @@ def _verify_test_sum_x_E(self, s): - np.testing.assert_array_equal(self.signal.data.sum(), s.data) + nt.assert_array_equal(self.signal.data.sum(), s.data) assert s.data.ndim == 1 # Check that there is still one signal axis. assert s.axes_manager.signal_dimension == 1 @@ -28,13 +28,14 @@ def setup_method(self, method): gaussian.A.value = 20 gaussian.sigma.value = 10 gaussian.centre.value = 50 - self.signal = signals.Signal1D(gaussian.function(np.arange(0, 100, 0.01))) + self.signal = signals.Signal1D( + gaussian.function(np.arange(0, 100, 0.01))) self.signal.axes_manager[0].scale = 0.01 def test_integrate1D(self): integrated_signal = self.signal.integrate1D(axis=0) - assert np.allclose(integrated_signal.data, 20,) - + np.allclose(integrated_signal.data, 20) + @lazifyTestClass class Test2D: @@ -48,7 +49,7 @@ def setup_method(self, method): def test_sum_x(self): s = self.signal.sum("x") - np.testing.assert_array_equal(self.signal.data.sum(0), s.data) + nt.assert_array_equal(self.signal.data.sum(0), s.data) assert s.data.ndim == 1 assert s.axes_manager.navigation_dimension == 0 @@ -70,31 +71,31 @@ def test_axis_by_str(self): s1.crop(0, 2, 4) assert m.data_changed.called s2.crop("x", 2, 4) - np.testing.assert_array_almost_equal(s1.data, s2.data) + nt.assert_array_almost_equal(s1.data, s2.data) def test_crop_int(self): s = self.signal d = self.data s.crop(0, 2, 4) - np.testing.assert_array_almost_equal(s.data, d[2:4, :]) + nt.assert_array_almost_equal(s.data, d[2:4, :]) def test_crop_float(self): s = self.signal d = self.data s.crop(0, 2, 2.) - np.testing.assert_array_almost_equal(s.data, d[2:4, :]) + nt.assert_array_almost_equal(s.data, d[2:4, :]) def test_crop_float_no_unit_convertion_signal1D(self): # Should convert the unit to eV - d = np.arange(5*10*2000).reshape(5, 10, 2000) + d = np.arange(5 * 10 * 2000).reshape(5, 10, 2000) s = signals.Signal1D(d) s.axes_manager.signal_axes[0].name = "E" s.axes_manager.signal_axes[0].scale = 0.05 s.axes_manager.signal_axes[0].units = "keV" s.crop('E', 0.0, 1.0, auto_convert_units=False) nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 0.05) - nt.assert_equal(s.axes_manager.signal_axes[0].units, "keV") - np.testing.assert_allclose(s.data, d[:,:, :20]) + assert s.axes_manager.signal_axes[0].units == "keV" + nt.assert_allclose(s.data, d[:, :, :20]) # Should keep the unit to keV s = signals.Signal1D(d) @@ -103,20 +104,20 @@ def test_crop_float_no_unit_convertion_signal1D(self): s.axes_manager.signal_axes[0].units = "keV" s.crop('E', 0.0, 50.0, auto_convert_units=False) nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 0.05) - nt.assert_equal(s.axes_manager.signal_axes[0].units, "keV") - np.testing.assert_allclose(s.data, d[:,:, :1000]) + assert s.axes_manager.signal_axes[0].units == "keV" + nt.assert_allclose(s.data, d[:, :, :1000]) def test_crop_float_unit_convertion_signal1D(self): # Should convert the unit to eV - d = np.arange(5*10*2000).reshape(5, 10, 2000) + d = np.arange(5 * 10 * 2000).reshape(5, 10, 2000) s = signals.Signal1D(d) s.axes_manager.signal_axes[0].name = "E" s.axes_manager.signal_axes[0].scale = 0.05 s.axes_manager.signal_axes[0].units = "keV" s.crop('E', 0.0, 1.0, auto_convert_units=True) nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 50.0) - nt.assert_equal(s.axes_manager.signal_axes[0].units, "eV") - np.testing.assert_allclose(s.data, d[:,:, :20]) + assert s.axes_manager.signal_axes[0].units == "eV" + nt.assert_allclose(s.data, d[:, :, :20]) # Should keep the unit to keV s = signals.Signal1D(d) @@ -125,12 +126,12 @@ def test_crop_float_unit_convertion_signal1D(self): s.axes_manager.signal_axes[0].units = "keV" s.crop('E', 0.0, 50.0, auto_convert_units=True) nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 0.05) - nt.assert_equal(s.axes_manager.signal_axes[0].units, "keV") - np.testing.assert_allclose(s.data, d[:,:, :1000]) - + assert s.axes_manager.signal_axes[0].units == "keV" + nt.assert_allclose(s.data, d[:, :, :1000]) + def test_crop_float_no_unit_convertion_signal2D(self): # Should convert the unit to nm - d = np.arange(512*512).reshape(512, 512) + d = np.arange(512 * 512).reshape(512, 512) s = signals.Signal2D(d) s.axes_manager[0].name = 'x' s.axes_manager[0].scale = 0.01 @@ -141,11 +142,11 @@ def test_crop_float_no_unit_convertion_signal2D(self): s.crop(0, 0.0, 0.5, auto_convert_units=False) s.crop(1, 0.0, 0.5, auto_convert_units=False) nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) - nt.assert_equal(s.axes_manager[0].units, "µm") - np.testing.assert_allclose(s.data, d[:50, :50]) - + assert s.axes_manager[0].units == "µm" + nt.assert_allclose(s.data, d[:50, :50]) + # Should keep the unit to µm - d = np.arange(512*512).reshape(512, 512) + d = np.arange(512 * 512).reshape(512, 512) s = signals.Signal2D(d) s.axes_manager[0].name = 'x' s.axes_manager[0].scale = 0.01 @@ -156,12 +157,12 @@ def test_crop_float_no_unit_convertion_signal2D(self): s.crop(0, 0.0, 5.0, auto_convert_units=False) s.crop(1, 0.0, 5.0, auto_convert_units=False) nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) - nt.assert_equal(s.axes_manager[0].units, "µm") - np.testing.assert_allclose(s.data, d[:500, :500]) - + assert s.axes_manager[0].units == "µm" + nt.assert_allclose(s.data, d[:500, :500]) + def test_crop_float_unit_convertion_signal2D(self): # Should convert the unit to nm - d = np.arange(512*512).reshape(512, 512) + d = np.arange(512 * 512).reshape(512, 512) s = signals.Signal2D(d) s.axes_manager[0].name = 'x' s.axes_manager[0].scale = 0.01 @@ -172,11 +173,11 @@ def test_crop_float_unit_convertion_signal2D(self): s.crop(0, 0.0, 0.5, auto_convert_units=True) s.crop(1, 0.0, 0.5, auto_convert_units=True) nt.assert_almost_equal(s.axes_manager[0].scale, 10.0) - nt.assert_equal(s.axes_manager[0].units, "nm") - np.testing.assert_allclose(s.data, d[:50, :50]) - + assert s.axes_manager[0].units == "nm" + nt.assert_allclose(s.data, d[:50, :50]) + # Should keep the unit to µm - d = np.arange(512*512).reshape(512, 512) + d = np.arange(512 * 512).reshape(512, 512) s = signals.Signal2D(d) s.axes_manager[0].name = 'x' s.axes_manager[0].scale = 0.01 @@ -187,36 +188,36 @@ def test_crop_float_unit_convertion_signal2D(self): s.crop(0, 0.0, 5.0, auto_convert_units=True) s.crop(1, 0.0, 5.0, auto_convert_units=True) nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) - nt.assert_equal(s.axes_manager[0].units, "µm") - np.testing.assert_allclose(s.data, d[:500, :500]) - + assert s.axes_manager[0].units == "µm" + nt.assert_allclose(s.data, d[:500, :500]) + def test_split_axis0(self): result = self.signal.split(0, 2) assert len(result) == 2 - np.testing.assert_array_almost_equal(result[0].data, self.data[:2, :]) - np.testing.assert_array_almost_equal(result[1].data, self.data[2:4, :]) + nt.assert_array_almost_equal(result[0].data, self.data[:2, :]) + nt.assert_array_almost_equal(result[1].data, self.data[2:4, :]) def test_split_axis1(self): result = self.signal.split(1, 2) assert len(result) == 2 - np.testing.assert_array_almost_equal(result[0].data, self.data[:, :5]) - np.testing.assert_array_almost_equal(result[1].data, self.data[:, 5:]) + nt.assert_array_almost_equal(result[0].data, self.data[:, :5]) + nt.assert_array_almost_equal(result[1].data, self.data[:, 5:]) def test_split_axisE(self): result = self.signal.split("E", 2) assert len(result) == 2 - np.testing.assert_array_almost_equal(result[0].data, self.data[:, :5]) - np.testing.assert_array_almost_equal(result[1].data, self.data[:, 5:]) + nt.assert_array_almost_equal(result[0].data, self.data[:, :5]) + nt.assert_array_almost_equal(result[1].data, self.data[:, 5:]) def test_split_default(self): result = self.signal.split() assert len(result) == 5 - np.testing.assert_array_almost_equal(result[0].data, self.data[0]) + nt.assert_array_almost_equal(result[0].data, self.data[0]) def test_histogram(self): result = self.signal.get_histogram(3) assert isinstance(result, signals.Signal1D) - assert_array_equal(result.data, np.array([17, 16, 17])) + nt.assert_array_equal(result.data, np.array([17, 16, 17])) assert result.metadata.Signal.binned def test_estimate_poissonian_noise_copy_data(self): @@ -227,7 +228,7 @@ def test_estimate_poissonian_noise_copy_data(self): def test_estimate_poissonian_noise_noarg(self): self.signal.estimate_poissonian_noise_variance() variance = self.signal.metadata.Signal.Noise_properties.variance - np.testing.assert_array_equal(variance.data, self.signal.data) + nt.assert_array_equal(variance.data, self.signal.data) def test_estimate_poissonian_noise_with_args(self): self.signal.estimate_poissonian_noise_variance( @@ -236,8 +237,8 @@ def test_estimate_poissonian_noise_with_args(self): gain_offset=1, correlation_factor=0.5) variance = self.signal.metadata.Signal.Noise_properties.variance - np.testing.assert_array_equal(variance.data, - (self.signal.data * 2 + 1) * 0.5) + nt.assert_array_equal(variance.data, + (self.signal.data * 2 + 1) * 0.5) def test_unfold_image(self): s = self.signal @@ -262,7 +263,7 @@ def test_numpy_unfunc_one_arg_titled(self): self.signal.metadata.General.title = "yes" result = np.exp(self.signal) assert isinstance(result, signals.Signal1D) - np.testing.assert_array_equal(result.data, np.exp(self.signal.data)) + nt.assert_array_equal(result.data, np.exp(self.signal.data)) assert result.metadata.General.title == "exp(yes)" def test_numpy_unfunc_one_arg_untitled(self): @@ -276,7 +277,7 @@ def test_numpy_unfunc_two_arg_titled(self): s2.metadata.General.title = "B" result = np.add(s1, s2) assert isinstance(result, signals.Signal1D) - np.testing.assert_array_equal(result.data, np.add(s1.data, s2.data)) + nt.assert_array_equal(result.data, np.add(s1.data, s2.data)) assert result.metadata.General.title == "add(A, B)" def test_numpy_unfunc_two_arg_untitled(self): @@ -288,13 +289,13 @@ def test_numpy_unfunc_two_arg_untitled(self): def test_numpy_func(self): result = np.angle(self.signal) assert isinstance(result, np.ndarray) - np.testing.assert_array_equal(result, np.angle(self.signal.data)) + nt.assert_array_equal(result, np.angle(self.signal.data)) def _test_default_navigation_signal_operations_over_many_axes(self, op): s = getattr(self.signal, op)() ar = getattr(self.data, op)(axis=(0, 1)) - np.testing.assert_array_equal(ar, s.data) + nt.assert_array_equal(ar, s.data) assert s.data.ndim == 1 assert s.axes_manager.signal_dimension == 1 assert s.axes_manager.navigation_dimension == 0 @@ -314,7 +315,7 @@ def setup_method(self, method): def test_indexmin(self): s = self.signal.indexmin('E') ar = self.data.argmin(2) - np.testing.assert_array_equal(ar, s.data) + nt.assert_array_equal(ar, s.data) assert s.data.ndim == 2 assert s.axes_manager.signal_dimension == 0 assert s.axes_manager.navigation_dimension == 2 @@ -322,7 +323,7 @@ def test_indexmin(self): def test_indexmax(self): s = self.signal.indexmax('E') ar = self.data.argmax(2) - np.testing.assert_array_equal(ar, s.data) + nt.assert_array_equal(ar, s.data) assert s.data.ndim == 2 assert s.axes_manager.signal_dimension == 0 assert s.axes_manager.navigation_dimension == 2 @@ -330,7 +331,7 @@ def test_indexmax(self): def test_valuemin(self): s = self.signal.valuemin('x') ar = self.signal.axes_manager['x'].index2value(self.data.argmin(1)) - np.testing.assert_array_equal(ar, s.data) + nt.assert_array_equal(ar, s.data) assert s.data.ndim == 2 assert s.axes_manager.signal_dimension == 1 assert s.axes_manager.navigation_dimension == 1 @@ -338,7 +339,7 @@ def test_valuemin(self): def test_valuemax(self): s = self.signal.valuemax('x') ar = self.signal.axes_manager['x'].index2value(self.data.argmax(1)) - np.testing.assert_array_equal(ar, s.data) + nt.assert_array_equal(ar, s.data) assert s.data.ndim == 2 assert s.axes_manager.signal_dimension == 1 assert s.axes_manager.navigation_dimension == 1 @@ -376,10 +377,10 @@ def test_rebin(self): LooseVersion(dask.__version__) <= "0.13.0": pytest.skip("Dask not up to date with new numpy") - np.testing.assert_array_equal(rebin(self.signal.data, scale=(2, 2, 1)), - var.data) - np.testing.assert_array_equal(rebin(self.signal.data, scale=(2, 2, 1)), - new_s.data) + nt.assert_array_equal(rebin(self.signal.data, scale=(2, 2, 1)), + var.data) + nt.assert_array_equal(rebin(self.signal.data, scale=(2, 2, 1)), + new_s.data) def test_rebin_no_variance(self): new_s = self.signal.rebin(scale=(2, 2, 1)) @@ -549,7 +550,7 @@ def test_diff_data(self): s = self.s diff = s.diff(axis=2, order=2) diff_data = np.diff(s.data, n=2, axis=0) - np.testing.assert_array_equal(diff.data, diff_data) + nt.assert_array_equal(diff.data, diff_data) def test_diff_axis(self): s = self.s @@ -643,7 +644,8 @@ def setup_method(self, method): def test_derivative_data(self): der = self.s.derivative(axis=0, order=4) - assert_allclose(der.data, np.sin(der.axes_manager[0].axis), atol=1e-2) + nt.assert_allclose(der.data, np.sin( + der.axes_manager[0].axis), atol=1e-2) @lazifyTestClass @@ -781,7 +783,7 @@ def test_masked_array_mean(self): s.data = np.arange(s.data.size).reshape(s.data.shape) s.data = np.ma.masked_array(s.data, mask=mask) sr = s.mean(axis=('x', 'z',)) - np.testing.assert_array_equal( + nt.assert_array_equal( sr.data.shape, [ax.size for ax in s.axes_manager[('y', 'E')]]) print(sr.data.tolist()) ref = [[202.28571428571428, 203.28571428571428, 182.0, @@ -791,7 +793,7 @@ def test_masked_array_mean(self): [168.0, 161.8, 162.8, 185.4, 197.71428571428572, 178.14285714285714], [240.0, 184.33333333333334, 260.0, 229.0, 173.2, 167.0]] - np.testing.assert_array_equal(sr.data, ref) + nt.assert_array_equal(sr.data, ref) def test_masked_array_sum(self): s = self.s @@ -800,7 +802,7 @@ def test_masked_array_sum(self): mask = (s.data > 0.5) s.data = np.ma.masked_array(np.ones_like(s.data), mask=mask) sr = s.sum(axis=('x', 'z',)) - np.testing.assert_array_equal(sr.data.sum(), (~mask).sum()) + nt.assert_array_equal(sr.data.sum(), (~mask).sum()) def test_masked_arrays_out(self): s = self.s @@ -1007,21 +1009,21 @@ def test_linear_downsize(self): spectrum = signals.EDSTEMSpectrum(np.ones([3, 5, 1])) scale = (1.5, 2.5, 1) res = spectrum.rebin(scale=scale, crop=True) - np.testing.assert_allclose(res.data, 3.75 * np.ones((1, 3, 1))) + nt.assert_allclose(res.data, 3.75 * np.ones((1, 3, 1))) for axis in res.axes_manager._axes: assert scale[axis.index_in_axes_manager] == axis.scale res = spectrum.rebin(scale=scale, crop=False) - np.testing.assert_allclose(res.data.sum(), spectrum.data.sum()) + nt.assert_allclose(res.data.sum(), spectrum.data.sum()) def test_linear_upsize(self): spectrum = signals.EDSTEMSpectrum(np.ones([4, 5, 10])) scale = [0.3, 0.2, .5] res = spectrum.rebin(scale=scale) - np.testing.assert_allclose(res.data, 0.03 * np.ones((20, 16, 20))) + nt.assert_allclose(res.data, 0.03 * np.ones((20, 16, 20))) for axis in res.axes_manager._axes: assert scale[axis.index_in_axes_manager] == axis.scale res = spectrum.rebin(scale=scale, crop=False) - np.testing.assert_allclose(res.data.sum(), spectrum.data.sum()) + nt.assert_allclose(res.data.sum(), spectrum.data.sum()) def test_linear_downscale_out(self): spectrum = signals.EDSTEMSpectrum(np.ones([4, 1, 1])) @@ -1029,10 +1031,10 @@ def test_linear_downscale_out(self): res = spectrum.rebin(scale=scale) spectrum.data[2][0] = 5 spectrum.rebin(scale=scale, out=res) - np.testing.assert_allclose(res.data, [[[0.4]], - [[0.4]], [[0.4]], [ - [0.4]], [[0.4]], [[2.]], - [[2.]], [[1.2]], [[0.4]], [[0.4]]]) + nt.assert_allclose(res.data, [[[0.4]], + [[0.4]], [[0.4]], [ + [0.4]], [[0.4]], [[2.]], + [[2.]], [[1.2]], [[0.4]], [[0.4]]]) for axis in res.axes_manager._axes: assert scale[axis.index_in_axes_manager] == axis.scale @@ -1042,9 +1044,9 @@ def test_linear_upscale_out(self): res = spectrum.rebin(scale=scale) spectrum.data[2][0] = 5 spectrum.rebin(scale=scale, out=res) - np.testing.assert_allclose(res.data, [[[0.4]], - [[0.4]], [[0.4]], [ - [0.4]], [[0.4]], [[2.]], - [[2.]], [[1.2]], [[0.4]], [[0.4]]], atol=1e-3) + nt.assert_allclose(res.data, [[[0.4]], + [[0.4]], [[0.4]], [ + [0.4]], [[0.4]], [[2.]], + [[2.]], [[1.2]], [[0.4]], [[0.4]]], atol=1e-3) for axis in res.axes_manager._axes: assert scale[axis.index_in_axes_manager] == axis.scale From 76e22803ac2f80472ebdbbfcc7bdf36f0d330509 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Sat, 9 Sep 2017 11:30:32 +0100 Subject: [PATCH 021/211] Set convert_units to True, when loading file and fix corresponding tests --- hyperspy/axes.py | 13 +- hyperspy/io.py | 29 ++--- hyperspy/io_plugins/blockfile.py | 26 ++-- hyperspy/io_plugins/edax.py | 2 +- hyperspy/io_plugins/fei.py | 9 -- hyperspy/signal.py | 12 +- hyperspy/tests/axes/test_conversion_units.py | 10 +- hyperspy/tests/io/test_blockfile.py | 16 +-- hyperspy/tests/io/test_dens.py | 5 +- hyperspy/tests/io/test_edax.py | 17 ++- hyperspy/tests/io/test_fei.py | 122 +++++++++---------- hyperspy/tests/io/test_ripple.py | 1 + hyperspy/tests/io/test_tiff.py | 65 +++++----- hyperspy/tests/signal/test_tools.py | 26 ++-- 14 files changed, 171 insertions(+), 182 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index bf4f9b1373..5aaef1f412 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -85,7 +85,7 @@ def _ignore_conversion(self, units): return True return False - def _convert_compact_scale_units(self): + def _convert_compact_scale_units(self, factor=0.25): """ Return scale and units converted to compact, human-readable units. See to_compact() method of the pint library for details. Size is the size of the considered axes. @@ -94,7 +94,7 @@ def _convert_compact_scale_units(self): return scale = self.scale * _ureg(self.units) offset = self.offset * _ureg(self.units) - scale_size = 0.5 * scale * self.size + scale_size = factor * scale * self.size converted_scale = scale.to(scale_size.to_compact().units) converted_offset = offset.to(scale_size.to_compact().units) self.units = '{:~}'.format(converted_scale.units) @@ -112,7 +112,8 @@ def _convert_scale_units(self, converted_units): self.scale = float(scale.magnitude) self.offset = float(offset.magnitude) - def convert_to_units(self, units=None, filterwarning_action='always'): + def convert_to_units(self, units=None, factor=0.25, + filterwarning_action='always'): """ Convert the scale and the units of the current axis. If the units is not supported by the pint library, the scale and units are not changed. @@ -134,7 +135,7 @@ def convert_to_units(self, units=None, filterwarning_action='always'): with warnings.catch_warnings(): warnings.filterwarnings(filterwarning_action, category=UserWarning) if units is None: - self._convert_compact_scale_units() + self._convert_compact_scale_units(factor) else: self._convert_scale_units(units) @@ -925,7 +926,7 @@ def _on_scale_changed(self): def _on_offset_changed(self): self.events.any_axis_changed.trigger(obj=self) - def convert_units(self, axes=None, units=None, + def convert_units(self, axes=None, units=None, factor=0.25, filterwarning_action='always'): """ Convert the scale and the units of the selected axes. If the units is not supported by the pint library, the scale and units are not @@ -965,7 +966,7 @@ def convert_units(self, axes=None, units=None, for axis, units in zip(axes, units): _logger.debug( 'Convert axis "{0}" to units: "{1}"'.format(axis.name, units)) - axis.convert_to_units(units, + axis.convert_to_units(units, factor=factor, filterwarning_action=filterwarning_action) def update_axes_attributes_from(self, axes, diff --git a/hyperspy/io.py b/hyperspy/io.py index 41f1234477..512420ba02 100644 --- a/hyperspy/io.py +++ b/hyperspy/io.py @@ -31,7 +31,6 @@ from hyperspy.misc.utils import stack as stack_method from hyperspy.io_plugins import io_plugins, default_write_ext from hyperspy.exceptions import VisibleDeprecationWarning -from hyperspy.defaults_parser import preferences from hyperspy.ui_registry import get_gui _logger = logging.getLogger(__name__) @@ -50,7 +49,7 @@ def load(filenames=None, stack_axis=None, new_axis_name="stack_element", lazy=False, - auto_convert_units=False, + convert_units=True, **kwds): """ Load potentially multiple supported file into an hyperspy structure @@ -108,12 +107,14 @@ def load(filenames=None, lazy : {None, bool} Open the data lazily - i.e. without actually reading the data from the disk until required. Allows opening arbitrary-sized datasets. default - is `False`. + is `False`. + convert_units : bool + If True, convert the units using the `convert_to_units` method of + the `axes_manager`. If False, does nothing. print_info: bool For SEMPER unf- and EMD (Berkley)-files, if True (default is False) additional information read during loading is printed for a quick overview. - downsample : int (1–4095) For Bruker bcf files, if set to integer (>=2) (default 1) bcf is parsed into down-sampled size array by given integer factor, @@ -162,7 +163,7 @@ def load(filenames=None, warnings.warn(warn_str.format(k), VisibleDeprecationWarning) del kwds[k] kwds['signal_type'] = signal_type - kwds['auto_convert_units'] = auto_convert_units + kwds['convert_units'] = convert_units if filenames is None: from hyperspy.signal_tools import Load load_ui = Load() @@ -248,10 +249,7 @@ def load(filenames=None, return objects -def load_single_file(filename, - signal_type=None, - auto_convert_units=False, - **kwds): +def load_single_file(filename, **kwds): """ Load any supported file into an HyperSpy structure Supported formats: netCDF, msa, Gatan dm3, Ripple (rpl+raw), @@ -263,10 +261,10 @@ def load_single_file(filename, filename : string File name (including the extension) - signal_type : + signal_type : {None, "EELS", "EDS_SEM", "EDS_TEM", "", str} Set the signal type of the data to be read. - auto_convert_units : bool + convert_units : bool If True, convert the units using the 'convert_to_units' method of the 'axes_manager'. If False, does nothing. @@ -275,8 +273,6 @@ def load_single_file(filename, """ extension = os.path.splitext(filename)[1][1:] - kwds['signal_type'] = signal_type - kwds['auto_convert_units'] = auto_convert_units i = 0 while extension.lower() not in io_plugins[i].file_extensions and \ @@ -296,10 +292,7 @@ def load_single_file(filename, return load_with_reader(filename=filename, reader=reader, **kwds) -def load_with_reader(filename, - reader, - signal_type=None, - auto_convert_units=False, +def load_with_reader(filename, reader, signal_type=None, convert_units=True, **kwds): lazy = kwds.get('lazy', False) file_data_list = reader.file_reader(filename, @@ -318,7 +311,7 @@ def load_with_reader(filename, objects[-1].tmp_parameters.folder = folder objects[-1].tmp_parameters.filename = filename objects[-1].tmp_parameters.extension = extension.replace('.', '') - if auto_convert_units: + if convert_units: objects[-1].axes_manager.convert_units( filterwarning_action="ignore") else: diff --git a/hyperspy/io_plugins/blockfile.py b/hyperspy/io_plugins/blockfile.py index 6eff03833c..fa4157273c 100644 --- a/hyperspy/io_plugins/blockfile.py +++ b/hyperspy/io_plugins/blockfile.py @@ -107,23 +107,29 @@ def get_header_from_signal(signal, endianess='<'): note = signal.original_metadata['blockfile_header']['Note'] else: note = '' - if signal.axes_manager.navigation_dimension == 2: - NX, NY = signal.axes_manager.navigation_shape - SX = signal.axes_manager.navigation_axes[0].scale - SY = signal.axes_manager.navigation_axes[1].scale - elif signal.axes_manager.navigation_dimension == 1: - NX = signal.axes_manager.navigation_shape[0] + # The navigation and signal units are 'nm' and 'cm', respectively, so we + # convert the units according before saving the signal + axes_manager = signal.axes_manager.__deepcopy__() + axes_manager.convert_units('navigation', 'nm') + axes_manager.convert_units('signal', 'cm') + + if axes_manager.navigation_dimension == 2: + NX, NY = axes_manager.navigation_shape + SX = axes_manager.navigation_axes[0].scale + SY = axes_manager.navigation_axes[1].scale + elif axes_manager.navigation_dimension == 1: + NX = axes_manager.navigation_shape[0] NY = 1 - SX = signal.axes_manager.navigation_axes[0].scale + SX = axes_manager.navigation_axes[0].scale SY = SX - elif signal.axes_manager.navigation_dimension == 0: + elif axes_manager.navigation_dimension == 0: NX = NY = SX = SY = 1 - DP_SZ = signal.axes_manager.signal_shape + DP_SZ = axes_manager.signal_shape if DP_SZ[0] != DP_SZ[1]: raise ValueError('Blockfiles require signal shape to be square!') DP_SZ = DP_SZ[0] - SDP = 100. / signal.axes_manager.signal_axes[0].scale + SDP = 100. / axes_manager.signal_axes[0].scale offset2 = NX * NY + header['Data_offset_1'] # Based on inspected files, the DPs are stored at 16-bit boundary... diff --git a/hyperspy/io_plugins/edax.py b/hyperspy/io_plugins/edax.py index 21fc03611d..028d1261be 100644 --- a/hyperspy/io_plugins/edax.py +++ b/hyperspy/io_plugins/edax.py @@ -869,7 +869,7 @@ def spd_reader(filename, if nav_units not in [None, 'um']: _logger.warning("Did not understand nav_units input \"{}\". " "Defaulting to microns.\n".format(nav_units)) - nav_units = r'$\mu m$' + nav_units = 'µm' # Create navigation axes dictionaries: x_axis = { diff --git a/hyperspy/io_plugins/fei.py b/hyperspy/io_plugins/fei.py index 573c72a448..d88a631633 100644 --- a/hyperspy/io_plugins/fei.py +++ b/hyperspy/io_plugins/fei.py @@ -562,15 +562,6 @@ def ser_reader(filename, objects=None, *args, **kwds): }) array_shape.append(data['ArraySizeX'][0]) - # FEI seems to use the international system of units (SI) for the - # spatial scale. However, we prefer to work in nm - for axis in axes: - if axis['units'] == 'meters': - axis['units'] = 'nm' - axis['scale'] *= 10 ** 9 - elif axis['units'] == '1/meters': - axis['units'] = '1/nm' - axis['scale'] /= 10 ** 9 # Remove Nones from array_shape caused by squeezing size 1 dimensions array_shape = [dim for dim in array_shape if dim is not None] lazy = kwds.pop('lazy', False) diff --git a/hyperspy/signal.py b/hyperspy/signal.py index afc9de7b17..0abbbe7924 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -1928,7 +1928,7 @@ def __call__(self, axes_manager=None): self.data.__getitem__(axes_manager._getitem_tuple)) def plot(self, navigator="auto", axes_manager=None, - auto_convert_units=True, plot_markers=True, **kwargs): + convert_units=True, plot_markers=True, **kwargs): """%s %s @@ -1944,7 +1944,7 @@ def plot(self, navigator="auto", axes_manager=None, if axes_manager is None: axes_manager = self.axes_manager - if auto_convert_units: + if convert_units: axes_manager = axes_manager.deepcopy() if self.is_rgbx is True: if axes_manager.navigation_size < 2: @@ -1966,7 +1966,7 @@ def plot(self, navigator="auto", axes_manager=None, "'s.transpose(signal_axes=(1,2)).plot()' " "for plotting as a 2D signal.") - self._plot.auto_convert_units = auto_convert_units + self._plot.auto_convert_units = convert_units self._plot.axes_manager = axes_manager self._plot.signal_data_function = self.__call__ if self.metadata.General.title: @@ -2155,7 +2155,7 @@ def get_dimensions_from_data(self): for axis in self.axes_manager._axes: axis.size = int(dc.shape[axis.index_in_array]) - def crop(self, axis, start=None, end=None, auto_convert_units=False): + def crop(self, axis, start=None, end=None, convert_units=False): """Crops the data in a given axis. The range is given in pixels Parameters @@ -2169,7 +2169,7 @@ def crop(self, axis, start=None, end=None, auto_convert_units=False): the value is taken as the axis index. If float the index is calculated using the axis calibration. If start/end is None crop from/to the low/high end of the axis. - auto_convert_units : bool + convert_units : bool Default is False If True, convert the units using the 'convert_to_units' method of the 'axes_manager'. If False, does nothing. @@ -2189,7 +2189,7 @@ def crop(self, axis, start=None, end=None, auto_convert_units=False): self.get_dimensions_from_data() self.squeeze() self.events.data_changed.trigger(obj=self) - if auto_convert_units: + if convert_units: self.axes_manager.convert_units(filterwarning_action="ignore") def swap_axes(self, axis1, axis2): diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index e41919f88c..ba546a4e5b 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -120,8 +120,8 @@ def test_get_compact_unit(self): # typical TEM diffraction self._set_units_scale_size('1/m', 0.01E9, 256) self.uc._convert_compact_scale_units() - assert self.uc.units == '1/nm' - nt.assert_almost_equal(self.uc.scale, 0.01) + assert self.uc.units == '1/µm' + nt.assert_almost_equal(self.uc.scale, 10.0) # high camera length diffraction self._set_units_scale_size('1/m', 0.1E9, 4096) @@ -147,9 +147,9 @@ def test_get_compact_unit(self): # typical EELS resolution self._set_units_scale_size('eV', 1.0, 2048, 500.0) self.uc._convert_compact_scale_units() - assert self.uc.units == 'keV' - nt.assert_almost_equal(self.uc.scale, 0.001) - nt.assert_almost_equal(self.uc.offset, 0.5) + assert self.uc.units == 'eV' + nt.assert_almost_equal(self.uc.scale, 1.0) + nt.assert_almost_equal(self.uc.offset, 500) # typical high resolution EELS resolution self._set_units_scale_size('eV', 0.05, 100) diff --git a/hyperspy/tests/io/test_blockfile.py b/hyperspy/tests/io/test_blockfile.py index 9c49a8b5ad..546bd9b331 100644 --- a/hyperspy/tests/io/test_blockfile.py +++ b/hyperspy/tests/io/test_blockfile.py @@ -99,10 +99,10 @@ def save_path(): 'scale': 12.8, 'size': 2, 'units': 'nm'}, 'axis-2': { 'name': 'dy', 'navigate': False, 'offset': 0.0, - 'scale': 0.016061676839061997, 'size': 144, 'units': 'cm'}, + 'scale': 0.16061676839061997, 'size': 144, 'units': 'mm'}, 'axis-3': { 'name': 'dx', 'navigate': False, 'offset': 0.0, - 'scale': 0.016061676839061997, 'size': 144, 'units': 'cm'}} + 'scale': 0.16061676839061997, 'size': 144, 'units': 'mm'}} axes2 = { 'axis-0': { @@ -113,10 +113,10 @@ def save_path(): 'scale': 64.0, 'size': 3, 'units': 'nm'}, 'axis-2': { 'name': 'dy', 'navigate': False, 'offset': 0.0, - 'scale': 0.016061676839061997, 'size': 5, 'units': 'cm'}, + 'scale': 160.61676839061997, 'size': 5, 'units': 'µm'}, 'axis-3': { 'name': 'dx', 'navigate': False, 'offset': 0.0, - 'scale': 0.016061676839061997, 'size': 5, 'units': 'cm'}} + 'scale': 160.61676839061997, 'size': 5, 'units': 'µm'}} def test_load1(): @@ -173,11 +173,11 @@ def test_different_x_y_scale_units(save_path): signal.save(save_path, overwrite=True) sig_reload = hs.load(save_path) assert_allclose(sig_reload.axes_manager[0].scale, 50.0, - atol=1E-2) + rtol=1E-5) assert_allclose(sig_reload.axes_manager[1].scale, 64.0, - atol=1E-2) - assert_allclose(sig_reload.axes_manager[2].scale, 0.0160616, - atol=1E-5) + rtol=1E-5) + assert_allclose(sig_reload.axes_manager[2].scale, 160.616, + rtol=1E-5) def test_default_header(): diff --git a/hyperspy/tests/io/test_dens.py b/hyperspy/tests/io/test_dens.py index 3a5888f4f6..84c4193f96 100644 --- a/hyperspy/tests/io/test_dens.py +++ b/hyperspy/tests/io/test_dens.py @@ -40,8 +40,9 @@ def test_read1(): s = hs.load(file1) np.testing.assert_allclose(s.data, ref_T) - assert_allclose(s.axes_manager[0].scale, 0.33) - assert_allclose(s.axes_manager[0].offset, 50077.68) + assert_allclose(s.axes_manager[0].scale, 330.0) + assert_allclose(s.axes_manager[0].offset, 50077680.0) + assert s.axes_manager[0].units == 'ms' ref_date, ref_time = "2015-04-16", "13:53:00" assert s.metadata.General.date == ref_date assert s.metadata.General.time == ref_time diff --git a/hyperspy/tests/io/test_edax.py b/hyperspy/tests/io/test_edax.py index 2c28d71398..774fbfc042 100644 --- a/hyperspy/tests/io/test_edax.py +++ b/hyperspy/tests/io/test_edax.py @@ -1,8 +1,5 @@ -import gzip -import hashlib import os.path import os -import shutil import tempfile import gc @@ -12,6 +9,8 @@ from hyperspy.io import load from hyperspy import signals +from hyperspy.misc.test_utils import assert_deep_almost_equal + TEST_FILES = ('Live Map 2_Img.ipr', 'single_spect.spc', @@ -158,23 +157,23 @@ def test_axes(self, spd): spd_ax_manager = {'axis-0': {'name': 'y', 'navigate': True, 'offset': 0.0, - 'scale': 0.014227345585823059, + 'scale': 14.227345585823057, 'size': 200, - 'units': '$\\mu m$'}, + 'units': 'nm'}, 'axis-1': {'name': 'x', 'navigate': True, 'offset': 0.0, - 'scale': 0.014235896058380604, + 'scale': 14.235896058380602, 'size': 256, - 'units': '$\\mu m$'}, + 'units': 'nm'}, 'axis-2': {'name': 'Energy', 'navigate': False, 'offset': 0.0, 'scale': 0.0050000000000000001, 'size': 2500, 'units': 'keV'}} - assert (spd_ax_manager == - spd.axes_manager.as_dictionary()) + assert_deep_almost_equal(spd_ax_manager, + spd.axes_manager.as_dictionary()) def test_ipr_reading(self, spd): ipr_header = spd.original_metadata['ipr_header'] diff --git a/hyperspy/tests/io/test_fei.py b/hyperspy/tests/io/test_fei.py index a555b2ae80..773e815d33 100644 --- a/hyperspy/tests/io/test_fei.py +++ b/hyperspy/tests/io/test_fei.py @@ -71,10 +71,10 @@ def test_load_diffraction_point(self): assert s0.axes_manager.signal_dimension == 2 assert ( s0.metadata.Acquisition_instrument.TEM.acquisition_mode == 'TEM') - assert_allclose(s0.axes_manager[0].scale, 0.10157, atol=1E-5) + assert_allclose(s0.axes_manager[0].scale, 0.101571, rtol=1E-5) assert s0.axes_manager[0].units == '1/nm' assert (s0.axes_manager[0].name == 'x') - assert_allclose(s0.axes_manager[1].scale, 0.10157, atol=1E-5) + assert_allclose(s0.axes_manager[1].scale, 0.101571, rtol=1E-5) assert s0.axes_manager[1].units == '1/nm' assert (s0.axes_manager[1].name == 'y') @@ -87,10 +87,10 @@ def test_load_diffraction_line_scan(self): assert s0[0].axes_manager.signal_dimension == 1 assert ( s0[0].metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s0[0].axes_manager[0].scale, 3.68864, atol=1E-5) + assert_allclose(s0[0].axes_manager[0].scale, 3.68864, rtol=1E-5) assert s0[0].axes_manager[0].units == 'nm' - assert_allclose(s0[0].axes_manager[1].scale, 5.0, atol=1E-5) - assert s0[0].axes_manager[1].units == 'eV' + assert_allclose(s0[0].axes_manager[1].scale, 0.005, rtol=1E-5) + assert s0[0].axes_manager[1].units == 'keV' assert (s0[0].axes_manager[0].name == 'x') assert (s0[0].axes_manager[1].name == 'Energy') # s0[1] contains diffraction patterns @@ -98,12 +98,12 @@ def test_load_diffraction_line_scan(self): assert s0[1].axes_manager.signal_dimension == 2 assert ( s0[1].metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s0[1].axes_manager[0].scale, 3.68864, atol=1E-5) + assert_allclose(s0[1].axes_manager[0].scale, 3.68864, rtol=1E-5) assert s0[1].axes_manager[0].units == 'nm' assert s0[1].axes_manager[1].units == '1/nm' assert (s0[1].axes_manager[0].name == 'x') - assert_allclose(s0[1].axes_manager[1].scale, 0.17435, atol=1E-5) - assert_allclose(s0[1].axes_manager[2].scale, 0.17435, atol=1E-5) + assert_allclose(s0[1].axes_manager[1].scale, 0.174353, rtol=1E-5) + assert_allclose(s0[1].axes_manager[2].scale, 0.174353, rtol=1E-5) assert s0[1].axes_manager[2].units == '1/nm' assert (s0[1].axes_manager[1].units == '1/nm') assert (s0[1].axes_manager[1].name == 'x') @@ -118,31 +118,31 @@ def test_load_diffraction_area_scan(self): assert s0[0].axes_manager.signal_dimension == 1 assert ( s0[0].metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s0[0].axes_manager[0].scale, 1.87390, atol=1E-5) + assert_allclose(s0[0].axes_manager[0].scale, 1.87390, rtol=1E-5) assert s0[0].axes_manager[0].units == 'nm' - assert_allclose(s0[0].axes_manager[1].scale, -1.87390, atol=1E-5) + assert_allclose(s0[0].axes_manager[1].scale, -1.87390, rtol=1E-5) assert s0[0].axes_manager[1].units == 'nm' - assert_allclose(s0[0].axes_manager[2].scale, 5.0, atol=1E-5) - assert s0[0].axes_manager[2].units == 'eV' + assert_allclose(s0[0].axes_manager[2].scale, 0.005, rtol=1E-5) + assert s0[0].axes_manager[2].units == 'keV' # s0[1] contains diffraction patterns assert s0[1].data.shape == (5, 5, 256, 256) assert s0[1].axes_manager.signal_dimension == 2 assert ( s0[1].metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s0[1].axes_manager[0].scale, 1.87390, atol=1E-4) + assert_allclose(s0[1].axes_manager[0].scale, 1.87390, rtol=1E-5) assert s0[1].axes_manager[0].units == 'nm' - assert_allclose(s0[1].axes_manager[2].scale, 0.17435, atol=1E-5) + assert_allclose(s0[1].axes_manager[2].scale, 0.174353, rtol=1E-5) assert s0[1].axes_manager[2].units == '1/nm' assert (s0[0].axes_manager[0].name == 'x') assert (s0[0].axes_manager[1].name == 'y') assert (s0[0].axes_manager[2].name == 'Energy') - assert_allclose(s0[1].axes_manager[0].scale, 1.87390, atol=1E-5) + assert_allclose(s0[1].axes_manager[0].scale, 1.87390, rtol=1E-5) assert (s0[1].axes_manager[0].name == 'x') - assert_allclose(s0[1].axes_manager[1].scale, -1.87390, atol=1E-4) + assert_allclose(s0[1].axes_manager[1].scale, -1.87390, rtol=1E-5) assert (s0[1].axes_manager[1].units == 'nm') assert (s0[1].axes_manager[1].name == 'y') assert (s0[1].axes_manager[2].name == 'x') - assert_allclose(s0[1].axes_manager[3].scale, 0.17435, atol=1E-5) + assert_allclose(s0[1].axes_manager[3].scale, 0.174353, rtol=1E-5) assert (s0[1].axes_manager[3].units == '1/nm') assert (s0[1].axes_manager[3].name == 'y') @@ -164,7 +164,7 @@ def test_load_spectrum_point(self): # s0.axes_manager[0].scale, 1.0, places=5) # nt.assert_equal(s0.axes_manager[0].units, '') # nt.assert_is(s0.axes_manager[0].name, 'Position index') - assert_allclose(s0.axes_manager[1].scale, 0.2, atol=1E-5) + assert_allclose(s0.axes_manager[1].scale, 0.2, rtol=1E-5) assert s0.axes_manager[1].units == 'eV' assert (s0.axes_manager[1].name == 'Energy') @@ -175,7 +175,7 @@ def test_load_spectrum_point(self): assert s1.axes_manager.signal_dimension == 1 assert ( s1.metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s0.axes_manager[1].scale, 0.2, atol=1E-5) + assert_allclose(s0.axes_manager[1].scale, 0.2, rtol=1E-5) assert s0.axes_manager[1].units == 'eV' assert (s0.axes_manager[1].name == 'Energy') @@ -187,9 +187,9 @@ def test_load_spectrum_line_scan(self): assert s0.axes_manager.signal_dimension == 1 assert ( s0.metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s0.axes_manager[0].scale, 0.12303, atol=1E-5) - assert s0.axes_manager[0].units == 'nm' - assert_allclose(s0.axes_manager[1].scale, 0.2, atol=1E-5) + assert_allclose(s0.axes_manager[0].scale, 123.034, rtol=1E-5) + assert s0.axes_manager[0].units == 'pm' + assert_allclose(s0.axes_manager[1].scale, 0.2, rtol=1E-5) assert s0.axes_manager[1].units == 'eV' assert (s0.axes_manager[0].name == 'x') assert (s0.axes_manager[1].name == 'Energy') @@ -201,9 +201,9 @@ def test_load_spectrum_line_scan(self): assert s1.axes_manager.signal_dimension == 1 assert ( s1.metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s1.axes_manager[0].scale, 0.166318, atol=1E-5) - assert s1.axes_manager[0].units == 'nm' - assert_allclose(s1.axes_manager[1].scale, 0.2, atol=1E-5) + assert_allclose(s1.axes_manager[0].scale, 166.318, rtol=1E-5) + assert s1.axes_manager[0].units == 'pm' + assert_allclose(s1.axes_manager[1].scale, 0.2, rtol=1E-5) assert s1.axes_manager[1].units == 'eV' assert (s0.axes_manager[0].name == 'x') @@ -215,11 +215,11 @@ def test_load_spectrum_area_scan(self): assert s0.axes_manager.signal_dimension == 1 assert ( s0.metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s0.axes_manager[0].scale, 0.120539, atol=1E-5) - assert s0.axes_manager[0].units == 'nm' - assert_allclose(s0.axes_manager[1].scale, -0.120539, atol=1E-5) - assert s0.axes_manager[1].units == 'nm' - assert_allclose(s0.axes_manager[2].scale, 0.2, atol=1E-5) + assert_allclose(s0.axes_manager[0].scale, 120.539, rtol=1E-5) + assert s0.axes_manager[0].units == 'pm' + assert_allclose(s0.axes_manager[1].scale, -120.539, rtol=1E-5) + assert s0.axes_manager[1].units == 'pm' + assert_allclose(s0.axes_manager[2].scale, 0.2, rtol=1E-5) assert s0.axes_manager[2].units == 'eV' assert (s0.axes_manager[2].name == 'Energy') assert (s0.axes_manager[1].name == 'y') @@ -233,20 +233,20 @@ def test_load_spectrum_area_scan_not_square(self): assert s0.axes_manager.signal_dimension == 1 assert ( s0.metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s0.axes_manager[0].scale, 1.98591, atol=1E-5) + assert_allclose(s0.axes_manager[0].scale, 1.98591, rtol=1E-5) assert s0.axes_manager[0].units == 'nm' - assert_allclose(s0.axes_manager[1].scale, -4.25819, atol=1E-5) + assert_allclose(s0.axes_manager[1].scale, -4.25819, rtol=1E-5) assert s0.axes_manager[1].units == 'nm' - assert_allclose(s0.axes_manager[2].scale, 5.0, atol=1E-5) - assert s0.axes_manager[2].units == 'eV' + assert_allclose(s0.axes_manager[2].scale, 0.005, rtol=1E-5) + assert s0.axes_manager[2].units == 'keV' def test_load_search(self): fname0 = os.path.join(self.dirpathnew, '128x128-TEM_search.emi') s0 = load(fname0) assert s0.data.shape == (128, 128) - assert_allclose(s0.axes_manager[0].scale, 5.26121, atol=1E-5) + assert_allclose(s0.axes_manager[0].scale, 5.26121, rtol=1E-5) assert s0.axes_manager[0].units == 'nm' - assert_allclose(s0.axes_manager[1].scale, 5.26121, atol=1E-5) + assert_allclose(s0.axes_manager[1].scale, 5.26121, rtol=1E-5) assert s0.axes_manager[1].units == 'nm' fname1 = os.path.join(self.dirpathold, '16x16_STEM_BF_DF_search.emi') @@ -257,10 +257,10 @@ def test_load_search(self): assert ( s.metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') assert_allclose( - s.axes_manager[0].scale, 22.026285, atol=1E-5) + s.axes_manager[0].scale, 22.026285, rtol=1E-5) assert s.axes_manager[0].units == 'nm' assert_allclose( - s.axes_manager[1].scale, 22.026285, atol=1E-5) + s.axes_manager[1].scale, 22.026285, rtol=1E-5) assert s.axes_manager[1].units == 'nm' def test_load_stack_image_preview(self): @@ -270,11 +270,11 @@ def test_load_stack_image_preview(self): assert s0.axes_manager.signal_dimension == 2 assert ( s0.metadata.Acquisition_instrument.TEM.acquisition_mode == 'TEM') - assert_allclose(s0.axes_manager[0].scale, 1.0, atol=1E-5) + assert_allclose(s0.axes_manager[0].scale, 1.0, rtol=1E-5) assert s0.axes_manager[0].units is t.Undefined - assert_allclose(s0.axes_manager[1].scale, 6.281833, atol=1E-5) + assert_allclose(s0.axes_manager[1].scale, 6.281833, rtol=1E-5) assert s0.axes_manager[1].units == 'nm' - assert_allclose(s0.axes_manager[2].scale, 6.281833, atol=1E-5) + assert_allclose(s0.axes_manager[2].scale, 6.281833, rtol=1E-5) assert s0.axes_manager[2].units == 'nm' assert s0.axes_manager[0].units is t.Undefined assert (s0.axes_manager[0].scale == 1.0) @@ -286,10 +286,10 @@ def test_load_stack_image_preview(self): self.dirpathnew, '128x128x5-diffraction_preview.emi') s2 = load(fname2) assert s2.data.shape == (5, 128, 128) - assert_allclose(s2.axes_manager[1].scale, 0.042464, atol=1E-5) + assert_allclose(s2.axes_manager[1].scale, 0.042464, rtol=1E-5) assert s0.axes_manager[0].units is t.Undefined assert s2.axes_manager[1].units == '1/nm' - assert_allclose(s2.axes_manager[2].scale, 0.042464, atol=1E-5) + assert_allclose(s2.axes_manager[2].scale, 0.042464, rtol=1E-5) assert s2.axes_manager[2].units == '1/nm' fname1 = os.path.join( @@ -300,10 +300,10 @@ def test_load_stack_image_preview(self): assert s.data.shape == (5, 16, 16) assert ( s.metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) + assert_allclose(s.axes_manager[0].scale, 1.0, rtol=1E-5) assert s.axes_manager[1].units == 'nm' assert_allclose( - s.axes_manager[1].scale, 21.510044, atol=1E-5) + s.axes_manager[1].scale, 21.510044, rtol=1E-5) def test_load_acquire(self): fname0 = os.path.join(self.dirpathold, '64x64_TEM_images_acquire.emi') @@ -311,9 +311,9 @@ def test_load_acquire(self): assert s0.axes_manager.signal_dimension == 2 assert ( s0.metadata.Acquisition_instrument.TEM.acquisition_mode == 'TEM') - assert_allclose(s0.axes_manager[0].scale, 6.281833, atol=1E-5) + assert_allclose(s0.axes_manager[0].scale, 6.281833, rtol=1E-5) assert s0.axes_manager[0].units == 'nm' - assert_allclose(s0.axes_manager[1].scale, 6.281833, atol=1E-5) + assert_allclose(s0.axes_manager[1].scale, 6.281833, rtol=1E-5) assert s0.axes_manager[1].units == 'nm' assert (s0.axes_manager[0].name == 'x') assert (s0.axes_manager[1].name == 'y') @@ -326,10 +326,10 @@ def test_load_acquire(self): assert ( s.metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') assert_allclose( - s.axes_manager[0].scale, 21.510044, atol=1E-5) + s.axes_manager[0].scale, 21.510044, rtol=1E-5) assert s.axes_manager[0].units == 'nm' assert_allclose( - s.axes_manager[1].scale, 21.510044, atol=1E-5) + s.axes_manager[1].scale, 21.510044, rtol=1E-5) assert s.axes_manager[1].units == 'nm' assert (s.axes_manager[0].name == 'x') assert (s.axes_manager[1].name == 'y') @@ -357,24 +357,24 @@ def test_load_units_scale(self): # TEM image fname0 = os.path.join(self.dirpathold, '64x64_TEM_images_acquire.emi') s0 = load(fname0) - assert_allclose(s0.axes_manager[0].scale, 6.28183, atol=1E-5) + assert_allclose(s0.axes_manager[0].scale, 6.28183, rtol=1E-5) assert s0.axes_manager[0].units == 'nm' assert_allclose(s0.metadata.Acquisition_instrument.TEM.magnification, - 19500.0, atol=1E-4) + 19500.0, rtol=1E-5) # TEM diffraction fname1 = os.path.join(self.dirpathold, '64x64_diffraction_acquire.emi') s1 = load(fname1) - assert_allclose(s1.axes_manager[0].scale, 0.10157, atol=1E-4) + assert_allclose(s1.axes_manager[0].scale, 0.101571, rtol=1E-5) assert s1.axes_manager[0].units == '1/nm' assert_allclose(s1.metadata.Acquisition_instrument.TEM.camera_length, - 490.0, atol=1E-4) + 490.0, rtol=1E-5) # STEM diffraction fname2 = os.path.join(self.dirpathold, '16x16_STEM_BF_DF_acquire.emi') s2 = load(fname2) assert s2[0].axes_manager[0].units == 'nm' - assert_allclose(s2[0].axes_manager[0].scale, 21.5100, atol=1E-4) + assert_allclose(s2[0].axes_manager[0].scale, 21.5100, rtol=1E-5) assert_allclose(s2[0].metadata.Acquisition_instrument.TEM.magnification, - 10000.0, atol=1E-4) + 10000.0, rtol=1E-5) def test_guess_units_from_mode(self): from hyperspy.io_plugins.fei import _guess_units_from_mode, \ @@ -438,7 +438,7 @@ def test_metadata_TEM(self): s.metadata.Acquisition_instrument.TEM.microscope == "Tecnai 200 kV D2267 SuperTwin") assert_allclose(s.metadata.Acquisition_instrument.TEM.Stage.tilt_alpha, - 0.0, atol=1E-6) + 0.0, rtol=1E-5) def test_metadata_STEM(self): fname0 = os.path.join(self.dirpathold, '16x16_STEM_BF_DF_acquire.emi') @@ -454,15 +454,15 @@ def test_metadata_STEM(self): s.metadata.Acquisition_instrument.TEM.microscope == "Tecnai 200 kV D2267 SuperTwin") assert_allclose(s.metadata.Acquisition_instrument.TEM.Stage.tilt_alpha, - 0.0, atol=1E-6) + 0.0, rtol=1E-6) assert_allclose(s.metadata.Acquisition_instrument.TEM.Stage.tilt_beta, - 0.0, atol=1E-6) + 0.0, rtol=1E-6) assert_allclose(s.metadata.Acquisition_instrument.TEM.Stage.x, - -0.000158, atol=1E-6) + -0.000158, rtol=1E-6) assert_allclose(s.metadata.Acquisition_instrument.TEM.Stage.y, - 1.9e-05, atol=1E-6) + 1.9e-05, rtol=1E-6) assert_allclose(s.metadata.Acquisition_instrument.TEM.Stage.z, - 0.0, atol=1E-6) + 0.0, rtol=1E-6) def test_metadata_diffraction(self): fname0 = os.path.join(self.dirpathold, '64x64_diffraction_acquire.emi') diff --git a/hyperspy/tests/io/test_ripple.py b/hyperspy/tests/io/test_ripple.py index fa3a8821fb..b24672fc37 100644 --- a/hyperspy/tests/io/test_ripple.py +++ b/hyperspy/tests/io/test_ripple.py @@ -190,6 +190,7 @@ def test_data(pdict): stest.metadata.get_item(mdpath)) for saxis, taxis in zip( s.axes_manager._axes, stest.axes_manager._axes): + taxis.convert_to_units() assert saxis.scale == taxis.scale assert saxis.offset == taxis.offset assert saxis.units == taxis.units diff --git a/hyperspy/tests/io/test_tiff.py b/hyperspy/tests/io/test_tiff.py index 0e2de2ed1e..0e52458d95 100644 --- a/hyperspy/tests/io/test_tiff.py +++ b/hyperspy/tests/io/test_tiff.py @@ -351,16 +351,13 @@ def test_write_scale_unit_image_stack(): s.save(fname, overwrite=True, export_scale=True) s1 = hs.load(fname) _compare_signal_shape_data(s, s1) - assert s1.axes_manager[0].units == 'nm' + assert s1.axes_manager[0].units == 'pm' # only one unit can be read assert s1.axes_manager[1].units == 'mm' assert s1.axes_manager[2].units == 'mm' - nt.assert_allclose( - s1.axes_manager[0].scale, s.axes_manager[0].scale) - nt.assert_allclose( - s1.axes_manager[1].scale, s.axes_manager[1].scale) - nt.assert_allclose( - s1.axes_manager[2].scale, s.axes_manager[2].scale) + nt.assert_allclose(s1.axes_manager[0].scale, 250.0) + nt.assert_allclose(s1.axes_manager[1].scale, s.axes_manager[1].scale) + nt.assert_allclose(s1.axes_manager[2].scale, s.axes_manager[2].scale) def test_saving_loading_stack_no_scale(): @@ -398,10 +395,10 @@ def test_saving_loading_stack_no_scale(): def test_read_FEI_SEM_scale_metadata_8bits(): fname = os.path.join(MY_PATH2, 'FEI-Helios-Ebeam-8bits.tif') s = hs.load(fname) - assert s.axes_manager[0].units == 'm' - assert s.axes_manager[1].units == 'm' - nt.assert_allclose(s.axes_manager[0].scale, 3.3724e-06, atol=1E-12) - nt.assert_allclose(s.axes_manager[1].scale, 3.3724e-06, atol=1E-12) + assert s.axes_manager[0].units == 'µm' + assert s.axes_manager[1].units == 'µm' + nt.assert_allclose(s.axes_manager[0].scale, 3.3724, rtol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 3.3724, rtol=1E-5) assert s.data.dtype == 'uint8' assert_deep_almost_equal(s.metadata.as_dictionary(), FEI_Helios_metadata) @@ -409,10 +406,10 @@ def test_read_FEI_SEM_scale_metadata_8bits(): def test_read_FEI_SEM_scale_metadata_16bits(): fname = os.path.join(MY_PATH2, 'FEI-Helios-Ebeam-16bits.tif') s = hs.load(fname) - assert s.axes_manager[0].units == 'm' - assert s.axes_manager[1].units == 'm' - nt.assert_allclose(s.axes_manager[0].scale, 3.3724e-06, atol=1E-12) - nt.assert_allclose(s.axes_manager[1].scale, 3.3724e-06, atol=1E-12) + assert s.axes_manager[0].units == 'µm' + assert s.axes_manager[1].units == 'µm' + nt.assert_allclose(s.axes_manager[0].scale, 3.3724, rtol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 3.3724, rtol=1E-5) assert s.data.dtype == 'uint16' FEI_Helios_metadata['General'][ 'original_filename'] = 'FEI-Helios-Ebeam-16bits.tif' @@ -444,8 +441,8 @@ def test_read_Zeiss_SEM_scale_metadata_1k_image(): s = hs.load(fname) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 2.615, atol=1E-3) - nt.assert_allclose(s.axes_manager[1].scale, 2.615, atol=1E-3) + nt.assert_allclose(s.axes_manager[0].scale, 2.615, rtol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 2.615, rtol=1E-5) assert s.data.dtype == 'uint16' assert_deep_almost_equal(s.metadata.as_dictionary(), md) @@ -458,8 +455,8 @@ def test_read_RGB_Zeiss_optical_scale_metadata(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined - nt.assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-3) - nt.assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-3) + nt.assert_allclose(s.axes_manager[0].scale, 1.0, rtol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 1.0, rtol=1E-5) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '15:59:52' @@ -471,21 +468,21 @@ def test_read_BW_Zeiss_optical_scale_metadata(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 169.3333, atol=1E-3) - nt.assert_allclose(s.axes_manager[1].scale, 169.3333, atol=1E-3) + nt.assert_allclose(s.axes_manager[0].scale, 169.333, rtol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 169.333, rtol=1E-5) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '16:08:49' -def test_read_BW_Zeiss_optical_scale_metadata_auto_convert_units(): +def test_read_BW_Zeiss_optical_scale_metadata_convert_units_false(): fname = os.path.join(MY_PATH2, 'optical_Zeiss_AxioVision_BW.tif') - s = hs.load(fname, force_read_resolution=True, auto_convert_units=True) + s = hs.load(fname, force_read_resolution=True, convert_units=False) assert s.data.dtype == np.uint16 assert s.data.shape == (10, 13) - assert s.axes_manager[0].units == 'mm' + assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_almost_equal(s.axes_manager[0].scale, 0.1693333) - nt.assert_almost_equal(s.axes_manager[1].scale, 169.3333333) + nt.assert_allclose(s.axes_manager[0].scale, 169.333, rtol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 169.333, rtol=1E-5) def test_read_BW_Zeiss_optical_scale_metadata2(): @@ -495,8 +492,8 @@ def test_read_BW_Zeiss_optical_scale_metadata2(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 169.3333, atol=1E-3) - nt.assert_allclose(s.axes_manager[1].scale, 169.3333, atol=1E-3) + nt.assert_allclose(s.axes_manager[0].scale, 169.333, rtol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 169.333, rtol=1E-5) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '16:08:49' @@ -508,8 +505,8 @@ def test_read_BW_Zeiss_optical_scale_metadata3(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined - nt.assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-3) - nt.assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-3) + nt.assert_allclose(s.axes_manager[0].scale, 1.0, rtol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 1.0, rtol=1E-5) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '16:08:49' @@ -536,8 +533,8 @@ def test_read_TVIPS_metadata(): s = hs.load(fname) assert s.data.dtype == np.uint8 assert s.data.shape == (1024, 1024) - assert s.axes_manager[0].units == 'm' - assert s.axes_manager[1].units == 'm' - nt.assert_allclose(s.axes_manager[0].scale, 1.420e-09, atol=1E-12) - nt.assert_allclose(s.axes_manager[1].scale, 1.420e-09, atol=1E-12) + assert s.axes_manager[0].units == 'nm' + assert s.axes_manager[1].units == 'nm' + nt.assert_allclose(s.axes_manager[0].scale, 1.42080, rtol=1E-5) + nt.assert_allclose(s.axes_manager[1].scale, 1.42080, rtol=1E-5) assert_deep_almost_equal(s.metadata.as_dictionary(), md) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 37b86cf7c1..09b1e74517 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -92,7 +92,7 @@ def test_crop_float_no_unit_convertion_signal1D(self): s.axes_manager.signal_axes[0].name = "E" s.axes_manager.signal_axes[0].scale = 0.05 s.axes_manager.signal_axes[0].units = "keV" - s.crop('E', 0.0, 1.0, auto_convert_units=False) + s.crop('E', 0.0, 1.0, convert_units=False) nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 0.05) assert s.axes_manager.signal_axes[0].units == "keV" nt.assert_allclose(s.data, d[:, :, :20]) @@ -102,7 +102,7 @@ def test_crop_float_no_unit_convertion_signal1D(self): s.axes_manager.signal_axes[0].name = "E" s.axes_manager.signal_axes[0].scale = 0.05 s.axes_manager.signal_axes[0].units = "keV" - s.crop('E', 0.0, 50.0, auto_convert_units=False) + s.crop('E', 0.0, 50.0, convert_units=False) nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 0.05) assert s.axes_manager.signal_axes[0].units == "keV" nt.assert_allclose(s.data, d[:, :, :1000]) @@ -114,7 +114,7 @@ def test_crop_float_unit_convertion_signal1D(self): s.axes_manager.signal_axes[0].name = "E" s.axes_manager.signal_axes[0].scale = 0.05 s.axes_manager.signal_axes[0].units = "keV" - s.crop('E', 0.0, 1.0, auto_convert_units=True) + s.crop('E', 0.0, 1.0, convert_units=True) nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 50.0) assert s.axes_manager.signal_axes[0].units == "eV" nt.assert_allclose(s.data, d[:, :, :20]) @@ -124,7 +124,7 @@ def test_crop_float_unit_convertion_signal1D(self): s.axes_manager.signal_axes[0].name = "E" s.axes_manager.signal_axes[0].scale = 0.05 s.axes_manager.signal_axes[0].units = "keV" - s.crop('E', 0.0, 50.0, auto_convert_units=True) + s.crop('E', 0.0, 50.0, convert_units=True) nt.assert_almost_equal(s.axes_manager.signal_axes[0].scale, 0.05) assert s.axes_manager.signal_axes[0].units == "keV" nt.assert_allclose(s.data, d[:, :, :1000]) @@ -139,8 +139,8 @@ def test_crop_float_no_unit_convertion_signal2D(self): s.axes_manager[1].name = 'y' s.axes_manager[1].scale = 0.01 s.axes_manager[1].units = 'µm' - s.crop(0, 0.0, 0.5, auto_convert_units=False) - s.crop(1, 0.0, 0.5, auto_convert_units=False) + s.crop(0, 0.0, 0.5, convert_units=False) + s.crop(1, 0.0, 0.5, convert_units=False) nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) assert s.axes_manager[0].units == "µm" nt.assert_allclose(s.data, d[:50, :50]) @@ -154,8 +154,8 @@ def test_crop_float_no_unit_convertion_signal2D(self): s.axes_manager[1].name = 'y' s.axes_manager[1].scale = 0.01 s.axes_manager[1].units = 'µm' - s.crop(0, 0.0, 5.0, auto_convert_units=False) - s.crop(1, 0.0, 5.0, auto_convert_units=False) + s.crop(0, 0.0, 5.0, convert_units=False) + s.crop(1, 0.0, 5.0, convert_units=False) nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) assert s.axes_manager[0].units == "µm" nt.assert_allclose(s.data, d[:500, :500]) @@ -170,10 +170,10 @@ def test_crop_float_unit_convertion_signal2D(self): s.axes_manager[1].name = 'y' s.axes_manager[1].scale = 0.01 s.axes_manager[1].units = 'µm' - s.crop(0, 0.0, 0.5, auto_convert_units=True) - s.crop(1, 0.0, 0.5, auto_convert_units=True) + s.crop(0, 0.0, 0.5, convert_units=True) + s.crop(1, 0.0, 0.5, convert_units=True) nt.assert_almost_equal(s.axes_manager[0].scale, 10.0) - assert s.axes_manager[0].units == "nm" + assert s.axes_manager[0].units == 'nm' nt.assert_allclose(s.data, d[:50, :50]) # Should keep the unit to µm @@ -185,8 +185,8 @@ def test_crop_float_unit_convertion_signal2D(self): s.axes_manager[1].name = 'y' s.axes_manager[1].scale = 0.01 s.axes_manager[1].units = 'µm' - s.crop(0, 0.0, 5.0, auto_convert_units=True) - s.crop(1, 0.0, 5.0, auto_convert_units=True) + s.crop(0, 0.0, 5.0, convert_units=True) + s.crop(1, 0.0, 5.0, convert_units=True) nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) assert s.axes_manager[0].units == "µm" nt.assert_allclose(s.data, d[:500, :500]) From 9ff221f57f8ef447c353ce9b6ef0043aea4bbe23 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Mon, 11 Sep 2017 23:03:02 +0100 Subject: [PATCH 022/211] Update plot testing baseline images. --- .../plot_markers/test_plot_line_markers.png | Bin 20919 -> 20921 bytes .../plot_markers/test_plot_point_markers.png | Bin 20027 -> 20028 bytes .../test_plot_rectange_markers.png | Bin 18635 -> 18638 bytes .../test_plot_text_markers_sig.png | Bin 10793 -> 12620 bytes hyperspy/tests/drawing/test_plot_signal1d.py | 3 +-- 5 files changed, 1 insertion(+), 2 deletions(-) diff --git a/hyperspy/tests/drawing/plot_markers/test_plot_line_markers.png b/hyperspy/tests/drawing/plot_markers/test_plot_line_markers.png index 5f5971fe322944ab2c235161e82193b90e204d64..19d3b8c77084481221fc02194261c7b7691c1f92 100644 GIT binary patch literal 20921 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zPH8;n=3o=mmae1`pp@|pT>b}#1eDQE)KBr~TpBHpkR&UOy=<~70aygMQR32bg|SJf zB&iMXM{&mBpDeXHfE5JrK#_T0dvu!-E_m*Vh~P`YtO{eHaH~WsK z16;XzZ;jt{>DiHykuqq3Dst-inGUd{|9Hwkk^9Jb2m|_H7{*v^9#}3Bl*+r)=Ela* zdv(YjLe7u)1y$kYwLon{V1^>v)zFbahZd~6mRr@$frI0yy_r1L{sw645Y!DkA!WY^ z2!wEv^X!?Hp#S%qfW)E_6Q2W4YcKDQmvd~d^z%mhw$NSxfMl6NbrBNk>KoDEm0rU6!<O*=j~U6;fR)UW1l{#LE4v`aniESiGE~iWW3{sqkJz`;4Au{;4as{tL`D BZOZ@v diff --git a/hyperspy/tests/drawing/test_plot_signal1d.py b/hyperspy/tests/drawing/test_plot_signal1d.py index 079d84a1a3..7c4d23788e 100644 --- a/hyperspy/tests/drawing/test_plot_signal1d.py +++ b/hyperspy/tests/drawing/test_plot_signal1d.py @@ -141,11 +141,10 @@ def test_plot_nav2_close(): def _test_plot_two_cursors(ndim): test_plot = _TestPlot(ndim=ndim, sdim=1) # sdim=2 not supported - test_plot.signal.plot() s = test_plot.signal s.metadata.General.title = 'Nav %i, Sig 1, two cursor' % ndim + test_plot.signal.plot() s.axes_manager[0].index = 4 - s.plot() s._plot.add_right_pointer() s._plot.right_pointer.axes_manager[0].index = 2 if ndim == 2: From fe970ea1d1a0cf89b7accbb6747426dcee9804e9 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 13 Sep 2017 16:20:39 +0100 Subject: [PATCH 023/211] Simplify code and fix test --- hyperspy/axes.py | 75 ++++++++++++------- hyperspy/drawing/image.py | 34 +-------- hyperspy/drawing/mpl_he.py | 4 - hyperspy/drawing/mpl_hie.py | 3 - hyperspy/drawing/mpl_hse.py | 7 +- hyperspy/io.py | 3 +- hyperspy/io_plugins/blockfile.py | 2 +- hyperspy/io_plugins/ripple.py | 4 +- hyperspy/io_plugins/tiff.py | 40 +++++----- hyperspy/misc/utils.py | 1 - hyperspy/signal.py | 4 +- hyperspy/tests/axes/test_conversion_units.py | 78 +++++++++++++++----- hyperspy/tests/drawing/test_plot_signal1d.py | 2 +- hyperspy/tests/io/test_emd.py | 21 ++++-- hyperspy/tests/io/test_tiff.py | 22 +++--- 15 files changed, 166 insertions(+), 134 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 5aaef1f412..1bd77ca119 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -29,7 +29,7 @@ from hyperspy.events import Events, Event from hyperspy.misc.utils import isiterable, ordinal from hyperspy.misc.math_tools import isfloat -from hyperspy.ui_registry import add_gui_method, get_gui, DISPLAY_DT, TOOLKIT_DT +from hyperspy.ui_registry import add_gui_method, get_gui import warnings @@ -102,6 +102,8 @@ def _convert_compact_scale_units(self, factor=0.25): self.offset = float(converted_offset.magnitude) def _convert_scale_units(self, converted_units): + # For ImageJ + converted_units = converted_units.replace('micron', 'µm') if self._ignore_conversion(converted_units) or self._ignore_conversion(self.units): return scale = self.scale * _ureg(self.units) @@ -112,8 +114,7 @@ def _convert_scale_units(self, converted_units): self.scale = float(scale.magnitude) self.offset = float(offset.magnitude) - def convert_to_units(self, units=None, factor=0.25, - filterwarning_action='always'): + def convert_to_units(self, units=None, factor=0.25): """ Convert the scale and the units of the current axis. If the units is not supported by the pint library, the scale and units are not changed. @@ -126,18 +127,12 @@ def convert_to_units(self, units=None, factor=0.25, If str, the navigation or signal axes will converted to the provided units. If `None`, the scale and the units to the appropriate scale and units - to avoid displaying scalebar with >3 digits or too small number. - filterwarning_action : str - Default = 'always' - Controls whether warnings are ignored, displayed, or turned into - errors. See warnings.filterwarnings documentation for more details. + to avoid displaying scalebar with >3 digits or too small number. """ - with warnings.catch_warnings(): - warnings.filterwarnings(filterwarning_action, category=UserWarning) - if units is None: - self._convert_compact_scale_units(factor) - else: - self._convert_scale_units(units) + if units is None: + self._convert_compact_scale_units(factor) + else: + self._convert_scale_units(units) @property def units(self): @@ -926,8 +921,8 @@ def _on_scale_changed(self): def _on_offset_changed(self): self.events.any_axis_changed.trigger(obj=self) - def convert_units(self, axes=None, units=None, factor=0.25, - filterwarning_action='always'): + def convert_units(self, axes=None, units=None, same_units=True, + factor=0.25): """ Convert the scale and the units of the selected axes. If the units is not supported by the pint library, the scale and units are not changed. @@ -947,27 +942,55 @@ def convert_units(self, axes=None, units=None, factor=0.25, provided units. If `None`, the scale and the units to the appropriate scale and units to avoid displaying scalebar with >3 digits or too small number. - filterwarning_action : str - Default = 'always' - Controls whether warnings are ignored, displayed, or turned into - errors. See warnings.filterwarnings documentation for more details. """ _logger.debug('Axes manager: {}'.format(self)) + convert_navigation = convert_signal = True + if units is str: + same_units = False if axes is None: axes = self.navigation_axes + self.signal_axes elif axes == 'navigation': axes = self.navigation_axes + convert_signal = False elif axes == 'signal': axes = self.signal_axes + convert_navigation = False if type(units) is str or units is None: units = [units] * len(axes) elif len(units) != len(axes): - _logger.error('Please provide a correct "units" argument') - for axis, units in zip(axes, units): - _logger.debug( - 'Convert axis "{0}" to units: "{1}"'.format(axis.name, units)) - axis.convert_to_units(units, factor=factor, - filterwarning_action=filterwarning_action) + _logger.error('Please check the length of the "units" argument') + if same_units: + if convert_navigation: + units_nav = units[:self.navigation_dimension] + self._convert_axes_to_same_units(self.navigation_axes, + units_nav, factor) + if convert_signal: + offset = self.navigation_dimension if convert_navigation else 0 + units_sig = units[offset:] + self._convert_axes_to_same_units(self.signal_axes, + units_sig, factor) + else: + for axis, unit in zip(axes, units): + axis.convert_to_units(unit, factor=factor) + + def _convert_axes_to_same_units(self, axes, units, factor=0.25): + units_backup = [axis.units for axis in axes] + current_units = None + for axis, unit in zip(axes, units): + axis.convert_to_units(unit, factor) + if current_units is not None and current_units: + if current_units != axis.units: + axes_type = 'navigation' if axes[0].navigate else 'signal' + warnings.warn("The units can't be automatically converted " + "to the same units for all the {} axes." + "".format(axes_type), + UserWarning) + # Restore old units and return + for axis, unit in zip(axes, units_backup): + axis.convert_to_units(unit, factor) + return + else: + current_units = axis.units # initialisation first iteration def update_axes_attributes_from(self, axes, attributes=["scale", "offset", "units"]): diff --git a/hyperspy/drawing/image.py b/hyperspy/drawing/image.py index 3e8d4e0dbf..ede3899710 100644 --- a/hyperspy/drawing/image.py +++ b/hyperspy/drawing/image.py @@ -41,7 +41,7 @@ class ImagePlot(BlittedFigure): data_fuction : function or method A function that returns a 2D array when called without any arguments. - scalebar, plot_ticks, colorbar, plot_indices, auto_convert_units : bool + scalebar, plot_ticks, colorbar, plot_indices : bool title : str The title is printed at the top of the image. vmin, vmax : float @@ -82,7 +82,6 @@ def __init__(self): self._text = None self._text_position = (0, 1.05,) self.axes_manager = None - self.auto_convert_units = False self.axes_off = False self._aspect = 1 self._extent = None @@ -149,33 +148,6 @@ def scalebar(self, value): else: self._user_scalebar = None - @property - def pixel_units(self): - if self._pixel_units is None and self.scalebar: - return self.xaxis.units - else: - return self._pixel_units - - @pixel_units.setter - def pixel_units(self, units): - if units is None: - self._pixel_units = None - elif hasattr(self, 'xaxis') and hasattr(self, 'yaxis'): - xunits = self.xaxis.units - yunits = self.yaxis.units - if units == 'auto': - units = None # auto convert the units - self.xaxis.convert_to_units(units) - self.yaxis.convert_to_units(units) - if self.scalebar and self.xaxis.units != self.yaxis.units: - # Converting back the units, because there are not - # compatible with displaying a scalebar - self.xaxis.convert_to_units(xunits) - self.yaxis.convert_to_units(yunits) - self._pixel_units = self.xaxis.units - else: - self._pixel_units = None - def configure(self): xaxis = self.xaxis yaxis = self.yaxis @@ -183,13 +155,11 @@ def configure(self): if (xaxis.units == yaxis.units) and (xaxis.scale == yaxis.scale): self._auto_scalebar = True self._auto_axes_ticks = False + self.pixel_units = xaxis.units else: self._auto_scalebar = False self._auto_axes_ticks = True - if self.auto_convert_units: - self.pixel_units = 'auto' - # Signal2D labels self._xlabel = '{}'.format(xaxis) if xaxis.units is not Undefined: diff --git a/hyperspy/drawing/mpl_he.py b/hyperspy/drawing/mpl_he.py index 14ea3555b0..6a15e4803e 100644 --- a/hyperspy/drawing/mpl_he.py +++ b/hyperspy/drawing/mpl_he.py @@ -37,7 +37,6 @@ def __init__(self): self.signal_data_function = None self.navigator_data_function = None self.axes_manager = None - self.auto_convert_units = True self.signal_title = '' self.navigator_title = '' self.quantity_label = '' @@ -155,9 +154,6 @@ def is_active(self): def plot(self, **kwargs): if self.pointer is None: - if self.auto_convert_units: - for navigation_axis in self.axes_manager.navigation_axes: - navigation_axis.convert_to_units() pointer = self.assign_pointer() if pointer is not None: self.pointer = pointer(self.axes_manager) diff --git a/hyperspy/drawing/mpl_hie.py b/hyperspy/drawing/mpl_hie.py index b9685f6f2b..125ee0b516 100644 --- a/hyperspy/drawing/mpl_hie.py +++ b/hyperspy/drawing/mpl_hie.py @@ -52,8 +52,6 @@ def plot_signal(self, are never plotted. axes_off : bool, optional If True, the axes labels are not plotted. - auto_convert_units : bool, optional - if True, automatically convert the units. saturated_pixels: scalar The percentage of pixels that are left out of the bounds. For example, the low and high bounds of a value of 1 are the @@ -74,7 +72,6 @@ def plot_signal(self, imf.data_function = self.signal_data_function imf.title = self.signal_title + " Signal" imf.xaxis, imf.yaxis = self.axes_manager.signal_axes - imf.auto_convert_units = self.auto_convert_units imf.colorbar = colorbar imf.quantity_label = self.quantity_label imf.scalebar = scalebar diff --git a/hyperspy/drawing/mpl_hse.py b/hyperspy/drawing/mpl_hse.py index ddd81f022a..c2a7f136e3 100644 --- a/hyperspy/drawing/mpl_hse.py +++ b/hyperspy/drawing/mpl_hse.py @@ -84,15 +84,14 @@ def plot_signal(self): sf.axis = self.axis sf.create_axis() sf.axes_manager = self.axes_manager - if self.auto_convert_units: - self.axes_manager.signal_axes[0].convert_to_units() self.xlabel = '{}'.format(self.axes_manager.signal_axes[0]) if self.axes_manager.signal_axes[0].units is not Undefined: - self.xlabel += ' (%s)' % self.axes_manager.signal_axes[0].units + self.xlabel += ' ({})'.format( + self.axes_manager.signal_axes[0].units) self.ylabel = 'Intensity' sf.xlabel = self.xlabel sf.ylabel = self.ylabel - + self.signal_plot = sf # Create a line to the left axis with the default indices is_complex = np.iscomplex(self.signal_data_function()).any() diff --git a/hyperspy/io.py b/hyperspy/io.py index 512420ba02..901a52c3ce 100644 --- a/hyperspy/io.py +++ b/hyperspy/io.py @@ -312,8 +312,7 @@ def load_with_reader(filename, reader, signal_type=None, convert_units=True, objects[-1].tmp_parameters.filename = filename objects[-1].tmp_parameters.extension = extension.replace('.', '') if convert_units: - objects[-1].axes_manager.convert_units( - filterwarning_action="ignore") + objects[-1].axes_manager.convert_units() else: # it's a standalone model continue diff --git a/hyperspy/io_plugins/blockfile.py b/hyperspy/io_plugins/blockfile.py index fa4157273c..47c418f0ab 100644 --- a/hyperspy/io_plugins/blockfile.py +++ b/hyperspy/io_plugins/blockfile.py @@ -109,7 +109,7 @@ def get_header_from_signal(signal, endianess='<'): note = '' # The navigation and signal units are 'nm' and 'cm', respectively, so we # convert the units according before saving the signal - axes_manager = signal.axes_manager.__deepcopy__() + axes_manager = signal.axes_manager.deepcopy() axes_manager.convert_units('navigation', 'nm') axes_manager.convert_units('signal', 'cm') diff --git a/hyperspy/io_plugins/ripple.py b/hyperspy/io_plugins/ripple.py index 46deb0b57f..6ef645dea9 100644 --- a/hyperspy/io_plugins/ripple.py +++ b/hyperspy/io_plugins/ripple.py @@ -25,10 +25,10 @@ import os.path from io import StringIO import logging +import traits.api as t import numpy as np -from hyperspy.misc.io.utils_readfile import * from hyperspy import Release from hyperspy.misc.utils import DictionaryTreeBrowser @@ -509,6 +509,8 @@ def file_reader(filename, rpl_info=None, encoding="latin-1", if 'live-time' in rpl_info: mp.set_item('Acquisition_instrument.TEM.Detector.EDS.live_time', rpl_info['live-time']) + + units = [t.Undefined if unit == '' else unit for unit in units] axes = [] index_in_array = 0 diff --git a/hyperspy/io_plugins/tiff.py b/hyperspy/io_plugins/tiff.py index 7a5e8740be..a801e2941c 100644 --- a/hyperspy/io_plugins/tiff.py +++ b/hyperspy/io_plugins/tiff.py @@ -272,6 +272,27 @@ def _parse_scale_unit(tiff, op, shape, force_read_resolution): units = {axis: t.Undefined for axis in axes_l} intensity_axis = {} + # for files created with imageJ + if tiff[0].is_imagej: + image_description = _decode_string(op["image_description"]) + if "image_description_1" in op: + image_description = _decode_string(op["image_description_1"]) + _logger.debug( + "Image_description tag: {0}".format(image_description)) + if 'ImageJ' in image_description: + _logger.debug("Reading ImageJ tif metadata") + # ImageJ write the unit in the image description + if 'unit' in image_description: + unit = image_description.split('unit=')[1].splitlines()[0] + if unit == 'micron': + unit = 'µm' + for key in ['x', 'y']: + units[key] = unit + scales['x'], scales['y'] = _get_scales_from_x_y_resolution(op) + if 'spacing' in image_description: + scales['z'] = float( + image_description.split('spacing=')[1].splitlines()[0]) + # for files created with DM if '65003' in op: _logger.debug("Reading Gatan DigitalMicrograph tif metadata") @@ -300,25 +321,6 @@ def _parse_scale_unit(tiff, op, shape, force_read_resolution): if '65025' in op: intensity_axis['scale'] = op['65025'] # intensity scale - # for files created with imageJ - if tiff[0].is_imagej: - image_description = _decode_string(op["image_description"]) - if "image_description_1" in op: - image_description = _decode_string(op["image_description_1"]) - _logger.debug( - "Image_description tag: {0}".format(image_description)) - if 'ImageJ' in image_description: - _logger.debug("Reading ImageJ tif metadata") - # ImageJ write the unit in the image description - if 'unit' in image_description: - unit = image_description.split('unit=')[1].splitlines()[0] - for key in ['x', 'y']: - units[key] = unit - scales['x'], scales['y'] = _get_scales_from_x_y_resolution(op) - if 'spacing' in image_description: - scales['z'] = float( - image_description.split('spacing=')[1].splitlines()[0]) - # for FEI Helios tiff files (apparently, works also for Quanta): elif 'helios_metadata' in op or 'sfeg_metadata' in op: _logger.debug("Reading FEI tif metadata") diff --git a/hyperspy/misc/utils.py b/hyperspy/misc/utils.py index 21ad0cb163..409959c6fd 100644 --- a/hyperspy/misc/utils.py +++ b/hyperspy/misc/utils.py @@ -24,7 +24,6 @@ from io import StringIO import codecs import collections -import tempfile import unicodedata from contextlib import contextmanager from hyperspy.misc.signal_tools import broadcast_signals diff --git a/hyperspy/signal.py b/hyperspy/signal.py index 0abbbe7924..78e5560b02 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -1945,7 +1945,7 @@ def plot(self, navigator="auto", axes_manager=None, if axes_manager is None: axes_manager = self.axes_manager if convert_units: - axes_manager = axes_manager.deepcopy() + self.axes_manager.convert_units() if self.is_rgbx is True: if axes_manager.navigation_size < 2: navigator = None @@ -2190,7 +2190,7 @@ def crop(self, axis, start=None, end=None, convert_units=False): self.squeeze() self.events.data_changed.trigger(obj=self) if convert_units: - self.axes_manager.convert_units(filterwarning_action="ignore") + self.axes_manager.convert_units() def swap_axes(self, axis1, axis2): """Swaps the axes. diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index ba546a4e5b..02765b9944 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -20,7 +20,7 @@ import traits.api as t from hyperspy.axes import DataAxis, AxesManager, UnitConversion -from hyperspy.misc.test_utils import assert_warns +from hyperspy.misc.test_utils import assert_warns, assert_deep_almost_equal class TestUnitConversion: @@ -175,19 +175,10 @@ def test_convert_to_units(self): assert self.axis.units == 'µm' nt.assert_almost_equal(self.axis.offset, 0.005) - def test_units_not_supported_by_pint_no_warning_raised(self): - # Suppose to do nothing, not raising a warning, not converting scale - self.axis.units = 'micron' - self.axis.convert_to_units('m', filterwarning_action="ignore") - nt.assert_almost_equal(self.axis.scale, 12E-12) - assert self.axis.units == 'micron' - nt.assert_almost_equal(self.axis.offset, 5E-09) - def test_units_not_supported_by_pint_warning_raised(self): # raising a warning, not converting scale self.axis.units = 'micron' with assert_warns( - message="not supported for conversion.", category=UserWarning): self.axis.convert_to_units('m') @@ -202,7 +193,7 @@ def setup_method(self, method): {'name': 'x', 'navigate': True, 'offset': 0.0, - 'scale': 1E-6, + 'scale': 1.5E-9, 'size': 1024, 'units': 'm'}, {'name': 'y', @@ -220,10 +211,31 @@ def setup_method(self, method): self.am = AxesManager(self.axes_list) + self.axes_list2 = [ + {'name': 'x', + 'navigate': True, + 'offset': 0.0, + 'scale': 1.5E-9, + 'size': 1024, + 'units': 'm'}, + {'name': 'energy', + 'navigate': False, + 'offset': 0.0, + 'scale': 2.5, + 'size': 4096, + 'units': 'eV'}, + {'name': 'energy2', + 'navigate': False, + 'offset': 0.0, + 'scale': 5.0, + 'size': 4096, + 'units': 'eV'}] + self.am2 = AxesManager(self.axes_list2) + def test_compact_unit(self): self.am.convert_units() - assert self.am['x'].units == 'µm' - nt.assert_almost_equal(self.am['x'].scale, 1.0) + assert self.am['x'].units == 'nm' + nt.assert_almost_equal(self.am['x'].scale, 1.5) assert self.am['y'].units == 'nm' nt.assert_almost_equal(self.am['y'].scale, 0.5) assert self.am['energy'].units == 'keV' @@ -231,7 +243,7 @@ def test_compact_unit(self): def test_convert_to_navigation_units(self): self.am.convert_units(axes='navigation', units='mm') - nt.assert_almost_equal(self.am['x'].scale, 1E-3) + nt.assert_almost_equal(self.am['x'].scale, 1.5E-6) assert self.am['x'].units == 'mm' nt.assert_almost_equal(self.am['y'].scale, 0.5E-6) assert self.am['y'].units == 'mm' @@ -239,14 +251,22 @@ def test_convert_to_navigation_units(self): self.axes_list[-1]['scale']) def test_convert_to_navigation_units_list(self): - self.am.convert_units(axes='navigation', units=['mm', 'nm']) - nt.assert_almost_equal(self.am['x'].scale, 1000.0) + self.am.convert_units(axes='navigation', units=['mm', 'nm'], + same_units=False) + nt.assert_almost_equal(self.am['x'].scale, 1.5) assert self.am['x'].units == 'nm' nt.assert_almost_equal(self.am['y'].scale, 0.5E-6) assert self.am['y'].units == 'mm' nt.assert_almost_equal(self.am['energy'].scale, self.axes_list[-1]['scale']) + def test_convert_to_navigation_units_list_same_units(self): + with assert_warns(message="same units for all the navigation axes.", + category=UserWarning): + self.am.convert_units(axes='navigation', units=['mm', 'nm'], + same_units=True) + assert_deep_almost_equal(self.am._get_axes_dicts(), self.axes_list) + def test_convert_to_signal_units(self): self.am.convert_units(axes='signal', units='keV') nt.assert_almost_equal(self.am['x'].scale, self.axes_list[0]['scale']) @@ -255,12 +275,32 @@ def test_convert_to_signal_units(self): assert self.am['y'].units == self.axes_list[1]['units'] nt.assert_almost_equal(self.am['energy'].scale, 0.005) assert self.am['energy'].units == 'keV' - + def test_convert_to_units_list(self): - self.am.convert_units(units=['µm', 'nm', 'meV']) - nt.assert_almost_equal(self.am['x'].scale, 1000.0) + self.am.convert_units(units=['µm', 'nm', 'meV'], same_units=False) + nt.assert_almost_equal(self.am['x'].scale, 1.5) assert self.am['x'].units == 'nm' nt.assert_almost_equal(self.am['y'].scale, 0.5E-3) assert self.am['y'].units == 'µm' nt.assert_almost_equal(self.am['energy'].scale, 5E3) assert self.am['energy'].units == 'meV' + + def test_convert_to_units_list_same_units(self): + with assert_warns( + message="same units for all the signal axes.", + category=UserWarning): + self.am2.convert_units(units=['µm', 'eV', 'meV'], same_units=True) + # Only the signal axis can be converted + assert_deep_almost_equal(self.am2._get_signal_axes_dicts(), + self.axes_list2[1:]) + nt.assert_almost_equal(self.am2['x'].scale, 0.0015) + assert self.am2['x'].units == 'µm' + + def test_convert_to_units_list_signal2D(self): + self.am2.convert_units(units=['µm', 'eV', 'meV'], same_units=False) + nt.assert_almost_equal(self.am2['x'].scale, 0.0015) + assert self.am2['x'].units == 'µm' + nt.assert_almost_equal(self.am2['energy'].scale, 2500) + assert self.am2['energy'].units == 'meV' + nt.assert_almost_equal(self.am2['energy2'].scale, 5.0) + assert self.am2['energy2'].units == 'eV' diff --git a/hyperspy/tests/drawing/test_plot_signal1d.py b/hyperspy/tests/drawing/test_plot_signal1d.py index 7c4d23788e..c87d9a7426 100644 --- a/hyperspy/tests/drawing/test_plot_signal1d.py +++ b/hyperspy/tests/drawing/test_plot_signal1d.py @@ -143,8 +143,8 @@ def _test_plot_two_cursors(ndim): test_plot = _TestPlot(ndim=ndim, sdim=1) # sdim=2 not supported s = test_plot.signal s.metadata.General.title = 'Nav %i, Sig 1, two cursor' % ndim - test_plot.signal.plot() s.axes_manager[0].index = 4 + s.plot() s._plot.add_right_pointer() s._plot.right_pointer.axes_manager[0].index = 2 if ndim == 2: diff --git a/hyperspy/tests/io/test_emd.py b/hyperspy/tests/io/test_emd.py index dfed3dbc96..25ba1cad2b 100644 --- a/hyperspy/tests/io/test_emd.py +++ b/hyperspy/tests/io/test_emd.py @@ -13,6 +13,7 @@ from hyperspy.io import load from hyperspy.signals import BaseSignal, Signal2D, Signal1D +from hyperspy.misc.test_utils import assert_warns my_path = os.path.dirname(__file__) @@ -78,8 +79,12 @@ def test_metadata_with_bytes_string(): f.close() assert isinstance(dim1_name, np.bytes_) assert isinstance(dim1_units, np.bytes_) - signal = load(os.path.join(my_path, 'emd_files', filename)) - + with assert_warns( + message="not supported for conversion.", + category=UserWarning): + signal = load(os.path.join(my_path, 'emd_files', filename)) + signal = load(os.path.join(my_path, 'emd_files', filename), + convert_units=False) def test_data_numpy_object_dtype(): filename = os.path.join( @@ -120,9 +125,9 @@ def test_save_and_read(self): signal_ref.axes_manager[0].offset = 10 signal_ref.axes_manager[1].offset = 20 signal_ref.axes_manager[2].offset = 30 - signal_ref.axes_manager[0].units = 'nmx' - signal_ref.axes_manager[1].units = 'nmy' - signal_ref.axes_manager[2].units = 'nmz' + signal_ref.axes_manager[0].units = 'nm' + signal_ref.axes_manager[1].units = 'µm' + signal_ref.axes_manager[2].units = 'mm' signal_ref.save(os.path.join(my_path, 'emd_files', 'example_temp.emd'), overwrite=True, signal_metadata=sig_metadata, user=user, microscope=microscope, sample=sample, comments=comments) @@ -137,9 +142,9 @@ def test_save_and_read(self): np.testing.assert_equal(signal.axes_manager[0].offset, 10) np.testing.assert_equal(signal.axes_manager[1].offset, 20) np.testing.assert_equal(signal.axes_manager[2].offset, 30) - np.testing.assert_equal(signal.axes_manager[0].units, 'nmx') - np.testing.assert_equal(signal.axes_manager[1].units, 'nmy') - np.testing.assert_equal(signal.axes_manager[2].units, 'nmz') + np.testing.assert_equal(signal.axes_manager[0].units, 'nm') + np.testing.assert_equal(signal.axes_manager[1].units, 'µm') + np.testing.assert_equal(signal.axes_manager[2].units, 'mm') np.testing.assert_equal(signal.metadata.General.title, test_title) np.testing.assert_equal( signal.metadata.General.user.as_dictionary(), user) diff --git a/hyperspy/tests/io/test_tiff.py b/hyperspy/tests/io/test_tiff.py index 0e52458d95..44c658b67d 100644 --- a/hyperspy/tests/io/test_tiff.py +++ b/hyperspy/tests/io/test_tiff.py @@ -71,8 +71,8 @@ def test_read_unit_from_imagej(): fname = os.path.join(MY_PATH, 'tiff_files', 'test_loading_image_saved_with_imageJ.tif') s = hs.load(fname) - assert s.axes_manager[0].units == 'micron' - assert s.axes_manager[1].units == 'micron' + assert s.axes_manager[0].units == 'µm' + assert s.axes_manager[1].units == 'µm' nt.assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) @@ -83,8 +83,8 @@ def test_read_unit_from_imagej_stack(): s = hs.load(fname) assert s.data.shape == (2, 68, 68) assert s.axes_manager[0].units == t.Undefined - assert s.axes_manager[1].units == 'micron' - assert s.axes_manager[2].units == 'micron' + assert s.axes_manager[1].units == 'µm' + assert s.axes_manager[2].units == 'µm' nt.assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) nt.assert_allclose(s.axes_manager[2].scale, 0.16867, atol=1E-5) @@ -108,8 +108,8 @@ def test_read_unit_from_DM_stack(): s2 = hs.load(fname2) _compare_signal_shape_data(s, s2) assert s2.axes_manager[0].units == s.axes_manager[0].units - assert s2.axes_manager[1].units == 'micron' - assert s2.axes_manager[2].units == 'micron' + assert s2.axes_manager[1].units == 'µm' + assert s2.axes_manager[2].units == 'µm' nt.assert_allclose( s2.axes_manager[0].scale, s.axes_manager[0].scale, atol=1E-5) nt.assert_allclose( @@ -158,8 +158,8 @@ def test_write_read_unit_imagej(): tmpdir, 'test_loading_image_saved_with_imageJ2.tif') s.save(fname2, export_scale=True, overwrite=True) s2 = hs.load(fname2) - assert s2.axes_manager[0].units == 'micron' - assert s2.axes_manager[1].units == 'micron' + assert s2.axes_manager[0].units == 'µm' + assert s2.axes_manager[1].units == 'µm' assert s.data.shape == s.data.shape @@ -183,8 +183,8 @@ def test_write_read_unit_imagej_with_description(): fname3 = os.path.join(tmpdir, 'description2.tif') s.save(fname3, export_scale=True, overwrite=True, description='test') s3 = hs.load(fname3) - assert s3.axes_manager[0].units == 'micron' - assert s3.axes_manager[1].units == 'micron' + assert s3.axes_manager[0].units == 'µm' + assert s3.axes_manager[1].units == 'µm' nt.assert_allclose(s3.axes_manager[0].scale, 0.16867, atol=1E-5) nt.assert_allclose(s3.axes_manager[1].scale, 0.16867, atol=1E-5) @@ -353,7 +353,7 @@ def test_write_scale_unit_image_stack(): _compare_signal_shape_data(s, s1) assert s1.axes_manager[0].units == 'pm' # only one unit can be read - assert s1.axes_manager[1].units == 'mm' + assert s1.axes_manager[1].units == 'µm' assert s1.axes_manager[2].units == 'mm' nt.assert_allclose(s1.axes_manager[0].scale, 250.0) nt.assert_allclose(s1.axes_manager[1].scale, s.axes_manager[1].scale) From 73637592fb38755961ff25121d886f94cec70d04 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 13 Sep 2017 18:04:44 +0100 Subject: [PATCH 024/211] Remove warning and use the first axis units when several axis have different converted units. --- hyperspy/axes.py | 21 +++++++++---------- hyperspy/tests/axes/test_conversion_units.py | 22 ++++++++++---------- hyperspy/tests/io/test_emd.py | 20 ++++++++++-------- hyperspy/tests/io/test_tiff.py | 4 ++-- hyperspy/tests/signal/test_tools.py | 4 ++-- 5 files changed, 36 insertions(+), 35 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 1bd77ca119..656fdee742 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -942,6 +942,11 @@ def convert_units(self, axes=None, units=None, same_units=True, provided units. If `None`, the scale and the units to the appropriate scale and units to avoid displaying scalebar with >3 digits or too small number. + same_units : if `True`, force to keep the same units if the units of + the axes differs. It only applies for the same kind of axis, + `navigation` or `signal`. By default the converted units of the + first axis is used for all axes. If `False`, convert all axes + individually. """ _logger.debug('Axes manager: {}'.format(self)) convert_navigation = convert_signal = True @@ -973,24 +978,18 @@ def convert_units(self, axes=None, units=None, same_units=True, for axis, unit in zip(axes, units): axis.convert_to_units(unit, factor=factor) - def _convert_axes_to_same_units(self, axes, units, factor=0.25): - units_backup = [axis.units for axis in axes] + def _convert_axes_to_same_units(self, axes, units, factor=0.25): current_units = None for axis, unit in zip(axes, units): axis.convert_to_units(unit, factor) if current_units is not None and current_units: if current_units != axis.units: - axes_type = 'navigation' if axes[0].navigate else 'signal' - warnings.warn("The units can't be automatically converted " - "to the same units for all the {} axes." - "".format(axes_type), - UserWarning) - # Restore old units and return - for axis, unit in zip(axes, units_backup): - axis.convert_to_units(unit, factor) + # take units along first axis and use that one + for axis in axes: + axis.convert_to_units(axes[0].units, factor) return else: - current_units = axis.units # initialisation first iteration + current_units = axis.units # initialisation first iteration def update_axes_attributes_from(self, axes, attributes=["scale", "offset", "units"]): diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index 02765b9944..70068661a2 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -261,11 +261,14 @@ def test_convert_to_navigation_units_list(self): self.axes_list[-1]['scale']) def test_convert_to_navigation_units_list_same_units(self): - with assert_warns(message="same units for all the navigation axes.", - category=UserWarning): - self.am.convert_units(axes='navigation', units=['mm', 'nm'], - same_units=True) - assert_deep_almost_equal(self.am._get_axes_dicts(), self.axes_list) + self.am.convert_units(axes='navigation', units=['mm', 'nm'], + same_units=True) + assert self.am['x'].units == 'mm' + nt.assert_almost_equal(self.am['x'].scale, 1.5e-6) + assert self.am['y'].units == 'mm' + nt.assert_almost_equal(self.am['y'].scale, 0.5e-6) + assert self.am['energy'].units == 'eV' + nt.assert_almost_equal(self.am['energy'].scale, 5) def test_convert_to_signal_units(self): self.am.convert_units(axes='signal', units='keV') @@ -275,7 +278,7 @@ def test_convert_to_signal_units(self): assert self.am['y'].units == self.axes_list[1]['units'] nt.assert_almost_equal(self.am['energy'].scale, 0.005) assert self.am['energy'].units == 'keV' - + def test_convert_to_units_list(self): self.am.convert_units(units=['µm', 'nm', 'meV'], same_units=False) nt.assert_almost_equal(self.am['x'].scale, 1.5) @@ -286,16 +289,13 @@ def test_convert_to_units_list(self): assert self.am['energy'].units == 'meV' def test_convert_to_units_list_same_units(self): - with assert_warns( - message="same units for all the signal axes.", - category=UserWarning): - self.am2.convert_units(units=['µm', 'eV', 'meV'], same_units=True) + self.am2.convert_units(units=['µm', 'eV', 'meV'], same_units=True) # Only the signal axis can be converted assert_deep_almost_equal(self.am2._get_signal_axes_dicts(), self.axes_list2[1:]) nt.assert_almost_equal(self.am2['x'].scale, 0.0015) assert self.am2['x'].units == 'µm' - + def test_convert_to_units_list_signal2D(self): self.am2.convert_units(units=['µm', 'eV', 'meV'], same_units=False) nt.assert_almost_equal(self.am2['x'].scale, 0.0015) diff --git a/hyperspy/tests/io/test_emd.py b/hyperspy/tests/io/test_emd.py index 25ba1cad2b..6a96caf1b9 100644 --- a/hyperspy/tests/io/test_emd.py +++ b/hyperspy/tests/io/test_emd.py @@ -86,6 +86,7 @@ def test_metadata_with_bytes_string(): signal = load(os.path.join(my_path, 'emd_files', filename), convert_units=False) + def test_data_numpy_object_dtype(): filename = os.path.join( my_path, 'emd_files', 'example_object_dtype_data.emd') @@ -128,23 +129,24 @@ def test_save_and_read(self): signal_ref.axes_manager[0].units = 'nm' signal_ref.axes_manager[1].units = 'µm' signal_ref.axes_manager[2].units = 'mm' - signal_ref.save(os.path.join(my_path, 'emd_files', 'example_temp.emd'), overwrite=True, - signal_metadata=sig_metadata, user=user, microscope=microscope, - sample=sample, comments=comments) + signal_ref.save(os.path.join(my_path, 'emd_files', 'example_temp.emd'), + overwrite=True, signal_metadata=sig_metadata, + user=user, microscope=microscope, sample=sample, + comments=comments) signal = load(os.path.join(my_path, 'emd_files', 'example_temp.emd')) np.testing.assert_equal(signal.data, signal_ref.data) np.testing.assert_equal(signal.axes_manager[0].name, 'x') np.testing.assert_equal(signal.axes_manager[1].name, 'y') np.testing.assert_equal(signal.axes_manager[2].name, 'z') np.testing.assert_equal(signal.axes_manager[0].scale, 2) - np.testing.assert_equal(signal.axes_manager[1].scale, 3) - np.testing.assert_equal(signal.axes_manager[2].scale, 4) + np.testing.assert_almost_equal(signal.axes_manager[1].scale, 3e3) + np.testing.assert_almost_equal(signal.axes_manager[2].scale, 4e6) np.testing.assert_equal(signal.axes_manager[0].offset, 10) - np.testing.assert_equal(signal.axes_manager[1].offset, 20) - np.testing.assert_equal(signal.axes_manager[2].offset, 30) + np.testing.assert_almost_equal(signal.axes_manager[1].offset, 20e3) + np.testing.assert_almost_equal(signal.axes_manager[2].offset, 30e6) np.testing.assert_equal(signal.axes_manager[0].units, 'nm') - np.testing.assert_equal(signal.axes_manager[1].units, 'µm') - np.testing.assert_equal(signal.axes_manager[2].units, 'mm') + np.testing.assert_equal(signal.axes_manager[1].units, 'nm') + np.testing.assert_equal(signal.axes_manager[2].units, 'nm') np.testing.assert_equal(signal.metadata.General.title, test_title) np.testing.assert_equal( signal.metadata.General.user.as_dictionary(), user) diff --git a/hyperspy/tests/io/test_tiff.py b/hyperspy/tests/io/test_tiff.py index 44c658b67d..e02075c705 100644 --- a/hyperspy/tests/io/test_tiff.py +++ b/hyperspy/tests/io/test_tiff.py @@ -345,7 +345,7 @@ def test_write_scale_unit_image_stack(): s.axes_manager[2].scale = 1.5 s.axes_manager[0].units = 'nm' s.axes_manager[1].units = 'um' - s.axes_manager[2].units = 'mm' + s.axes_manager[2].units = 'um' with tempfile.TemporaryDirectory() as tmpdir: fname = os.path.join(tmpdir, 'test_export_scale_unit_stack2.tif') s.save(fname, overwrite=True, export_scale=True) @@ -354,7 +354,7 @@ def test_write_scale_unit_image_stack(): assert s1.axes_manager[0].units == 'pm' # only one unit can be read assert s1.axes_manager[1].units == 'µm' - assert s1.axes_manager[2].units == 'mm' + assert s1.axes_manager[2].units == 'µm' nt.assert_allclose(s1.axes_manager[0].scale, 250.0) nt.assert_allclose(s1.axes_manager[1].scale, s.axes_manager[1].scale) nt.assert_allclose(s1.axes_manager[2].scale, s.axes_manager[2].scale) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 09b1e74517..3e2983d1f1 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -171,10 +171,10 @@ def test_crop_float_unit_convertion_signal2D(self): s.axes_manager[1].scale = 0.01 s.axes_manager[1].units = 'µm' s.crop(0, 0.0, 0.5, convert_units=True) - s.crop(1, 0.0, 0.5, convert_units=True) + s.crop(1, 0.0, 3000.0, convert_units=True) nt.assert_almost_equal(s.axes_manager[0].scale, 10.0) assert s.axes_manager[0].units == 'nm' - nt.assert_allclose(s.data, d[:50, :50]) + nt.assert_allclose(s.data, d[:300, :50]) # Should keep the unit to µm d = np.arange(512 * 512).reshape(512, 512) From eac67f2dda54d25a750c45b23ddf22341ee10fab Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 13 Sep 2017 18:41:00 +0100 Subject: [PATCH 025/211] update baseline images for plot testing. --- ...test_plot_sig_nav_0-1-sig-complex_imag.png | Bin 17433 -> 18676 bytes 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z>hi||i<2jv0N?ZDtFhWxu1cfF{ts>(5HaL0BiuY(v(T8Jy!a_?EfQ2;e_I%qv=n0? zS&?n~DS$IOtOB%x1R>B)NCk&`^1g7qw-a2U6Vg~Lg4v_QHg^}m%(;-Y(KIAgcX1#> zGc+0mG=Eu&|hKd-bpRciOzW1+*hXn*HOmLLaXgdjp z17kIXazZb~+Yc4+@VH&Y9$RU?eYY9QKOo*p4VgR=jXjL~h+!L{af#&dTp~HcEM6fa zD~kt5o``u;lKG!&oB+m$=ay|2Xy!r_^86ldN|=A>2jri+(EoWI*MI0a{(Jj1p@&R9 UlBUm*Pz-#T8CjlqW#}0GZxC(1X#fBK From 3b893cc51771b0ce0568b797e4d5b72db10b8372 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 13 Sep 2017 22:20:28 +0100 Subject: [PATCH 026/211] travis ci: use natsort from anaconda channel rather than conda-forge to have a more recent version and avoid warning interference. --- .travis.yml | 3 ++- hyperspy/drawing/mpl_hie.py | 1 - 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.travis.yml b/.travis.yml index 4751e647dc..6fa21b5631 100644 --- a/.travis.yml +++ b/.travis.yml @@ -33,12 +33,13 @@ before_install: install: - if [[ $MINIMAL_ENV == 'False' ]] ; then - DEPS="pip numpy scipy matplotlib>=2.0.2 ipython h5py sympy scikit-learn dill natsort setuptools scikit-image cython lxml ipyparallel dask traits traitsui"; + DEPS="pip numpy scipy matplotlib>=2.0.2 ipython h5py sympy scikit-learn dill setuptools scikit-image cython lxml ipyparallel dask traits traitsui"; else DEPS="pip ipython numpy scipy matplotlib>=2.0.2 h5py sympy scikit-image"; fi - conda create -n testenv --yes python=$PYTHON; source activate testenv; conda install -y -c conda-forge $DEPS; + conda install -y natsort; # natsort from conda-forge is a bit old and some decrepation warning interfere with warning assertion - if [[ $MINIMAL_ENV == 'False' ]] ; then pip install .[all]; else pip install .; diff --git a/hyperspy/drawing/mpl_hie.py b/hyperspy/drawing/mpl_hie.py index 125ee0b516..619265fd43 100644 --- a/hyperspy/drawing/mpl_hie.py +++ b/hyperspy/drawing/mpl_hie.py @@ -83,7 +83,6 @@ def plot_signal(self, imf.scalebar_color = scalebar_color imf.centre_colormap = centre_colormap imf.plot(**kwargs) -# ax.callbacks.connect('xlim_changed', callback) self.signal_plot = imf if imf.figure is not None: From d10f49813966d125a442d1c30bc31faed81d8474 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Fri, 15 Sep 2017 11:24:36 +0100 Subject: [PATCH 027/211] Fix bug, improve docstring and add a few more tests. --- hyperspy/axes.py | 58 ++++++++++++++------ hyperspy/signal.py | 6 +- hyperspy/tests/axes/test_conversion_units.py | 31 +++++++++++ hyperspy/tests/signal/test_tools.py | 4 +- 4 files changed, 76 insertions(+), 23 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 656fdee742..68ca3ffbe4 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -80,7 +80,8 @@ def _ignore_conversion(self, units): try: _ureg(units) except pint.errors.UndefinedUnitError: - warnings.warn('Unit "{}" not supported for conversion.'.format(units), + warnings.warn('Unit "{}" not supported for conversion. Nothing ' + 'done.'.format(units), UserWarning) return True return False @@ -121,13 +122,14 @@ def convert_to_units(self, units=None, factor=0.25): Parameters ---------- - units : list of string of the same length than axes, str or None. + units : {str | None} Default = None - If list, the selected axes will be converted to the provided units. - If str, the navigation or signal axes will converted to the - provided units. - If `None`, the scale and the units to the appropriate scale and units - to avoid displaying scalebar with >3 digits or too small number. + If str, the axis will converted to the provided units. + If `None`, the scale and the units are converted to the appropriate + scale and units to avoid displaying scalebar with >3 digits or too + small number. This can be tweaked by the `factor` argument. + factor : float + Factor used to determine the prefix of the units. """ if units is None: self._convert_compact_scale_units(factor) @@ -929,29 +931,33 @@ def convert_units(self, axes=None, units=None, same_units=True, Parameters ---------- - axes : iterable of `DataAxis` instances, str or None. + axes : {int | string | iterable of `DataAxis` | None} Default = None Convert to the convenient scale and units on the specified axis. + If int, the axis can be specified using the index of the + axis in `axes_manager`. If string, argument can be `navigation` or `signal` to select the - navigation or signal axes. + navigation or signal axes. The axis name can also be provided. If `None`, convert all axes. - units : list of string of the same length than axes, str or None. + units : {list of string of the same length than axes | str | None} Default = None If list, the selected axes will be converted to the provided units. If str, the navigation or signal axes will converted to the provided units. - If `None`, the scale and the units to the appropriate scale and units - to avoid displaying scalebar with >3 digits or too small number. - same_units : if `True`, force to keep the same units if the units of + If `None`, the scale and the units are converted to the appropriate + scale and units to avoid displaying scalebar with >3 digits or too + small number. This can be tweaked by the `factor` argument. + same_units : bool + If `True`, force to keep the same units if the units of the axes differs. It only applies for the same kind of axis, `navigation` or `signal`. By default the converted units of the first axis is used for all axes. If `False`, convert all axes individually. + factor : float + Factor used to determine the prefix of the units. """ - _logger.debug('Axes manager: {}'.format(self)) convert_navigation = convert_signal = True - if units is str: - same_units = False + if axes is None: axes = self.navigation_axes + self.signal_axes elif axes == 'navigation': @@ -960,10 +966,26 @@ def convert_units(self, axes=None, units=None, same_units=True, elif axes == 'signal': axes = self.signal_axes convert_navigation = False + elif isinstance(axes, DataAxis) or type(axes) is int or type(axes) is str: + if not isinstance(axes, DataAxis): + axes = self[axes] + axes = (axes, ) + convert_navigation = axes[0].navigate + convert_signal = not axes[0].navigate + else: + raise ValueError('Please check the type of the "axes" argument.' + '"axes" type is {}'.format(type(axes))) + if type(units) is str or units is None: units = [units] * len(axes) - elif len(units) != len(axes): - _logger.error('Please check the length of the "units" argument') + elif type(units) is list: + if len(units) != len(axes): + raise ValueError('Please check the length of the "units" ' + 'argument.') + else: + raise ValueError('Please check the type of the "units" argument.' + '"units" type is {}'.format(type(units))) + if same_units: if convert_navigation: units_nav = units[:self.navigation_dimension] diff --git a/hyperspy/signal.py b/hyperspy/signal.py index 78e5560b02..bc583418c6 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2173,7 +2173,7 @@ def crop(self, axis, start=None, end=None, convert_units=False): Default is False If True, convert the units using the 'convert_to_units' method of the 'axes_manager'. If False, does nothing. - + """ axis = self.axes_manager[axis] i1, i2 = axis._get_index(start), axis._get_index(end) @@ -2190,8 +2190,8 @@ def crop(self, axis, start=None, end=None, convert_units=False): self.squeeze() self.events.data_changed.trigger(obj=self) if convert_units: - self.axes_manager.convert_units() - + self.axes_manager.convert_units(axis) + def swap_axes(self, axis1, axis2): """Swaps the axes. diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index 70068661a2..a186f66a98 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -18,6 +18,7 @@ import numpy.testing as nt import traits.api as t +import pytest from hyperspy.axes import DataAxis, AxesManager, UnitConversion from hyperspy.misc.test_utils import assert_warns, assert_deep_almost_equal @@ -185,6 +186,16 @@ def test_units_not_supported_by_pint_warning_raised(self): nt.assert_almost_equal(self.axis.scale, 12E-12) assert self.axis.units == 'micron' + def test_units_not_supported_by_pint_warning_raised2(self): + # raising a warning, not converting scale + self.axis.units = 'µm' + with assert_warns( + message="not supported for conversion.", + category=UserWarning): + self.axis.convert_to_units('toto') + nt.assert_almost_equal(self.axis.scale, 12E-12) + assert self.axis.units == 'µm' + class TestAxesManager: @@ -250,6 +261,16 @@ def test_convert_to_navigation_units(self): nt.assert_almost_equal(self.am['energy'].scale, self.axes_list[-1]['scale']) + def test_convert_units_axes_integer(self): + # convert only the first axis + self.am.convert_units(axes=0, units='nm') + nt.assert_almost_equal(self.am[0].scale, 0.5) + assert self.am[0].units == 'nm' + nt.assert_almost_equal(self.am['x'].scale, 1.5E-9) + assert self.am['x'].units == 'm' + nt.assert_almost_equal(self.am['energy'].scale, + self.axes_list[-1]['scale']) + def test_convert_to_navigation_units_list(self): self.am.convert_units(axes='navigation', units=['mm', 'nm'], same_units=False) @@ -304,3 +325,13 @@ def test_convert_to_units_list_signal2D(self): assert self.am2['energy'].units == 'meV' nt.assert_almost_equal(self.am2['energy2'].scale, 5.0) assert self.am2['energy2'].units == 'eV' + + @pytest.mark.parametrize("same_units", (True, False)) + def test_convert_to_units_unsupported_units(self, same_units): + with assert_warns( + message="not supported for conversion.", + category=UserWarning): + self.am.convert_units('navigation', units='toto', + same_units=same_units) + assert_deep_almost_equal(self.am._get_axes_dicts(), + self.axes_list) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 3e2983d1f1..09b1e74517 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -171,10 +171,10 @@ def test_crop_float_unit_convertion_signal2D(self): s.axes_manager[1].scale = 0.01 s.axes_manager[1].units = 'µm' s.crop(0, 0.0, 0.5, convert_units=True) - s.crop(1, 0.0, 3000.0, convert_units=True) + s.crop(1, 0.0, 0.5, convert_units=True) nt.assert_almost_equal(s.axes_manager[0].scale, 10.0) assert s.axes_manager[0].units == 'nm' - nt.assert_allclose(s.data, d[:300, :50]) + nt.assert_allclose(s.data, d[:50, :50]) # Should keep the unit to µm d = np.arange(512 * 512).reshape(512, 512) From 8b939fce354329a7128cd81ab4d244b94f83f2b5 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Sun, 17 Sep 2017 21:26:12 +0200 Subject: [PATCH 028/211] Add slicing with units with tests and docs. --- hyperspy/axes.py | 28 ++++++++++--- hyperspy/misc/slicing.py | 41 +++++++++++++++++++- hyperspy/tests/signal/test_fancy_indexing.py | 15 ++++++- 3 files changed, 75 insertions(+), 9 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 68ca3ffbe4..6db472232d 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -102,6 +102,12 @@ def _convert_compact_scale_units(self, factor=0.25): self.scale = float(converted_scale.magnitude) self.offset = float(converted_offset.magnitude) + def _get_index_from_value_with_units(self, value): + value = _ureg.parse_expression(value) + if not hasattr(value, 'units'): + raise ValueError('"{}" should contains an units.'.format(value)) + return self.value2index(value.to(self.units).magnitude) + def _convert_scale_units(self, converted_units): # For ImageJ converted_units = converted_units.replace('micron', 'µm') @@ -287,6 +293,11 @@ def _get_index(self, value): else: return value + def _parse_string_for_slice(self, value): + if type(value) is str: + value = self._get_index_from_value_with_units(value) + return value + def _get_array_slices(self, slice_): """Returns a slice to slice the corresponding data axis without changing the offset and scale of the DataAxis. @@ -314,6 +325,10 @@ def _get_array_slices(self, slice_): stop = start + 1 step = None + start = self._parse_string_for_slice(start) + stop = self._parse_string_for_slice(stop) + step = self._parse_string_for_slice(step) + if isfloat(step): step = int(round(step / self.scale)) if isfloat(start): @@ -973,18 +988,19 @@ def convert_units(self, axes=None, units=None, same_units=True, convert_navigation = axes[0].navigate convert_signal = not axes[0].navigate else: - raise ValueError('Please check the type of the "axes" argument.' - '"axes" type is {}'.format(type(axes))) + raise TypeError('Axes type `{}` is not correct.'.format(type(axes))) if type(units) is str or units is None: units = [units] * len(axes) elif type(units) is list: if len(units) != len(axes): - raise ValueError('Please check the length of the "units" ' - 'argument.') + raise ValueError('Length of the provided units list {} should ' + 'be the same than the length of the provided ' + 'axes {}.'.format(units, axes)) else: - raise ValueError('Please check the type of the "units" argument.' - '"units" type is {}'.format(type(units))) + raise TypeError('Units type `{}` is not correct. It can be a ' + '`string`, a `list` of string or `None`.' + ''.format(type(units))) if same_units: if convert_navigation: diff --git a/hyperspy/misc/slicing.py b/hyperspy/misc/slicing.py index b72ff56221..cc452b0eeb 100644 --- a/hyperspy/misc/slicing.py +++ b/hyperspy/misc/slicing.py @@ -1,6 +1,25 @@ +# -*- coding: utf-8 -*- +# Copyright 2007-2016 The HyperSpy developers +# +# This file is part of HyperSpy. +# +# HyperSpy is free software: you can redistribute it and/or modify +# it under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# HyperSpy is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with HyperSpy. If not, see . + from operator import attrgetter import numpy as np from dask.array import Array as dArray + from hyperspy.misc.utils import attrsetter from hyperspy.misc.export_dictionary import parse_flag_string from hyperspy import roi @@ -140,6 +159,26 @@ def make_slice_navigation_decision(flags, isnav): class SpecialSlicers(object): def __init__(self, obj, isNavigation): + """Create a slice of the signal. The indexing supports integer, + decimal numbers or strings with a units. + + >>> s = hs.signals.Signal1D(np.arange(10)) + >>> s + + >>> s.data + array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]) + >>> s.axes_manager[0].scale = 0.5 + >>> s.axes_manager[0].axis + array([ 0. , 0.5, 1. , 1.5, 2. , 2.5, 3. , 3.5, 4. , 4.5]) + >>> s.isig[0.5:4.].data + array([1, 2, 3, 4, 5, 6, 7]) + >>> s.isig[0.5:4].data + array([1, 2, 3]) + >>> s.isig[0.5:4:2].data + array([1, 3]) + >>> s.axes_manager[0].units = 'µm' + >>> s.isig[:'2000 nm'] + """ self.isNavigation = isNavigation self.obj = obj @@ -290,5 +329,3 @@ def _slicer(self, slices, isNavigation=None, out=None): return _obj else: out.events.data_changed.trigger(obj=out) - -# vim: textwidth=80 diff --git a/hyperspy/tests/signal/test_fancy_indexing.py b/hyperspy/tests/signal/test_fancy_indexing.py index fca25b4ee4..7272607104 100644 --- a/hyperspy/tests/signal/test_fancy_indexing.py +++ b/hyperspy/tests/signal/test_fancy_indexing.py @@ -17,7 +17,6 @@ import numpy as np -import numpy.testing from numpy.testing import assert_array_equal import pytest @@ -123,6 +122,20 @@ def test_minus_one_index(self): s = self.signal.isig[-1] assert s.data == self.data[-1] + def test_units(self): + self.signal.axes_manager[0].scale = 0.5 + self.signal.axes_manager[0].units = 'µm' + s = self.signal.isig[:'4000.0 nm'] + assert_array_equal(s.data, self.data[:8]) + s = self.signal.isig[:'4 µm'] + assert_array_equal(s.data, self.data[:8]) + + def test_units_error(self): + self.signal.axes_manager[0].scale = 0.5 + self.signal.axes_manager[0].units = 'µm' + with pytest.raises(ValueError, message='should contains an units'): + s = self.signal.isig[:'4000.0'] + class Test2D: From 78995fd6128bb5e3e41989a20f3e1c6b820224a8 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Sun, 17 Sep 2017 21:39:09 +0200 Subject: [PATCH 029/211] Update doc. --- doc/user_guide/tools.rst | 11 +++++++---- hyperspy/misc/slicing.py | 5 +++-- 2 files changed, 10 insertions(+), 6 deletions(-) diff --git a/doc/user_guide/tools.rst b/doc/user_guide/tools.rst index afe628b45d..a84f0ff16a 100644 --- a/doc/user_guide/tools.rst +++ b/doc/user_guide/tools.rst @@ -453,6 +453,7 @@ features differ from numpy): + Allow independent indexing of signal and navigation dimensions + Support indexing with decimal numbers. + + Support indexing with units. + Use the image order for indexing i.e. [x, y, z,...] (HyperSpy) vs [...,z,y,x] (numpy) @@ -494,8 +495,8 @@ First consider indexing a single spectrum, which has only one signal dimension >>> s.isig[5::2].data array([5, 7, 9]) - -Unlike numpy, HyperSpy supports indexing using decimal numbers, in which case +Unlike numpy, HyperSpy supports indexing using decimal numbers or string +(containing a decimal number and an units), in which case HyperSpy indexes using the axis scales instead of the indices. .. code-block:: python @@ -514,7 +515,9 @@ HyperSpy indexes using the axis scales instead of the indices. array([1, 2, 3]) >>> s.isig[0.5:4:2].data array([1, 3]) - + >>> s.axes_manager[0].units = 'µm' + >>> s.isig[:'2000 nm'].data + array([0, 1, 2, 3]) Importantly the original :py:class:`~.signal.BaseSignal` and its "indexed self" share their data and, therefore, modifying the value of the data in one @@ -829,7 +832,7 @@ using an external function can be more easily accomplished using the Rotation of images by the same amount using :py:meth:`~.signal.BaseSignal.map`. -The :py:meth:`~.signal.BaseSignal.map` method can also take variable +The :py:meth:`~.signal.Bfancy inaseSignal.map` method can also take variable arguments as in the following example. .. code-block:: python diff --git a/hyperspy/misc/slicing.py b/hyperspy/misc/slicing.py index cc452b0eeb..95159d5f9a 100644 --- a/hyperspy/misc/slicing.py +++ b/hyperspy/misc/slicing.py @@ -160,7 +160,7 @@ class SpecialSlicers(object): def __init__(self, obj, isNavigation): """Create a slice of the signal. The indexing supports integer, - decimal numbers or strings with a units. + decimal numbers or strings (containing a decimal number and an units). >>> s = hs.signals.Signal1D(np.arange(10)) >>> s @@ -177,7 +177,8 @@ def __init__(self, obj, isNavigation): >>> s.isig[0.5:4:2].data array([1, 3]) >>> s.axes_manager[0].units = 'µm' - >>> s.isig[:'2000 nm'] + >>> s.isig[:'2000 nm'].data + array([0, 1, 2, 3]) """ self.isNavigation = isNavigation self.obj = obj From 02c2808cb0c42b8f57359c5a73a5b470cf15c6a3 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Mon, 18 Sep 2017 15:59:58 +0100 Subject: [PATCH 030/211] Add `scale_as_quantity` and `offset_as_quantity` properties to `DataAxis`. --- hyperspy/axes.py | 53 ++++++++++++++++++-- hyperspy/tests/axes/test_conversion_units.py | 33 +++++++++++- 2 files changed, 82 insertions(+), 4 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 6db472232d..c953ff9796 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -106,12 +106,13 @@ def _get_index_from_value_with_units(self, value): value = _ureg.parse_expression(value) if not hasattr(value, 'units'): raise ValueError('"{}" should contains an units.'.format(value)) - return self.value2index(value.to(self.units).magnitude) + return self.value2index(value.to(self.units).magnitude) def _convert_scale_units(self, converted_units): # For ImageJ converted_units = converted_units.replace('micron', 'µm') - if self._ignore_conversion(converted_units) or self._ignore_conversion(self.units): + if self._ignore_conversion(converted_units) or \ + self._ignore_conversion(self.units): return scale = self.scale * _ureg(self.units) offset = self.offset * _ureg(self.units) @@ -142,6 +143,31 @@ def convert_to_units(self, units=None, factor=0.25): else: self._convert_scale_units(units) + def _get_quantity(self, attribute='scale'): + if attribute == 'scale' or attribute == 'offset': + units = self.units + if units == t.Undefined: + units = '' + return self.__dict__[attribute] * _ureg(units) + else: + raise ValueError('`attribute` argument can only take the `scale` ' + 'or the `offset` value.') + + def _set_quantity(self, value, attribute='scale'): + if attribute == 'scale' or attribute == 'offset': + if type(value) is str: + value = _ureg.parse_expression(value) + if type(value) is float: + units = '' if self.units == t.Undefined else self.units + print(units) + value = value * _ureg(units) + + self.units = '{:~}'.format(value.units) + self.__dict__[attribute] = float(value.magnitude) + else: + raise ValueError('`attribute` argument can only take the `scale` ' + 'or the `offset` value.') + @property def units(self): return self._units @@ -150,6 +176,8 @@ def units(self): def units(self, s): if s == t.Undefined: self._units = s + elif s == '': + self._units = t.Undefined else: self._units = s.replace('um', 'µm').replace(' ', '') @@ -563,6 +591,22 @@ def update_from(self, axis, attributes=["scale", "offset", "units"]): any_changes = True return any_changes + @property + def scale_as_quantity(self): + return self._get_quantity('scale') + + @scale_as_quantity.setter + def scale_as_quantity(self, value): + self._set_quantity(value, 'scale') + + @property + def offset_as_quantity(self): + return self._get_quantity('offset') + + @offset_as_quantity.setter + def offset_as_quantity(self, value): + self._set_quantity(value, 'offset') + @property def units(self): return self._units @@ -571,6 +615,8 @@ def units(self): def units(self, s): if s == t.Undefined: self._units = s + elif s == '': + self._units = t.Undefined else: self._units = s.replace('um', 'µm').replace(' ', '') @@ -988,7 +1034,8 @@ def convert_units(self, axes=None, units=None, same_units=True, convert_navigation = axes[0].navigate convert_signal = not axes[0].navigate else: - raise TypeError('Axes type `{}` is not correct.'.format(type(axes))) + raise TypeError( + 'Axes type `{}` is not correct.'.format(type(axes))) if type(units) is str or units is None: units = [units] * len(axes) diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index a186f66a98..167743679e 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -20,7 +20,7 @@ import traits.api as t import pytest -from hyperspy.axes import DataAxis, AxesManager, UnitConversion +from hyperspy.axes import DataAxis, AxesManager, UnitConversion, _ureg from hyperspy.misc.test_utils import assert_warns, assert_deep_almost_equal @@ -164,6 +164,37 @@ class TestDataAxis: def setup_method(self, method): self.axis = DataAxis(size=2048, scale=12E-12, units='m', offset=5E-9) + def test_scale_offset_as_quantity_property(self): + assert self.axis.scale_as_quantity == 12E-12*_ureg('m') + assert self.axis.offset_as_quantity == 5E-9*_ureg('m') + + def test_scale_offset_as_quantity_setter_string(self): + self.axis.offset_as_quantity = '5e-3' + assert self.axis.offset == 5e-3 + assert self.axis.units == 'm' + + self.axis.scale_as_quantity = '2.5 nm' + assert self.axis.scale == 2.5 + assert self.axis.units == 'nm' + + self.axis.offset_as_quantity = '5e-3 mm' + assert self.axis.offset == 5e-3 + assert self.axis.units == 'mm' + + def test_scale_offset_as_quantity_setter_float(self): + self.axis.scale_as_quantity = 2.5e-9 + assert self.axis.scale == 2.5e-9 + assert self.axis.units == 'm' + + def test_scale_offset_as_quantity_setter_pint_quantity(self): + self.axis.scale_as_quantity = _ureg.parse_expression('2.5 nm') + assert self.axis.scale == 2.5 + assert self.axis.units == 'nm' + + self.axis.offset_as_quantity = _ureg.parse_expression('5e-3 mm') + assert self.axis.offset == 5e-3 + assert self.axis.units == 'mm' + def test_convert_to_compact_units(self): self.axis.convert_to_units(units=None) nt.assert_almost_equal(self.axis.scale, 0.012) From de5e1ea3de11dc054bcecb2d4508801066658f65 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 19 Sep 2017 12:36:29 +0100 Subject: [PATCH 031/211] Fix bad design with `scale_as_quantity` property. --- hyperspy/axes.py | 8 +++++++- hyperspy/tests/axes/test_conversion_units.py | 19 ++++++++++++------- 2 files changed, 19 insertions(+), 8 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index c953ff9796..5b28beba7c 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -159,9 +159,15 @@ def _set_quantity(self, value, attribute='scale'): value = _ureg.parse_expression(value) if type(value) is float: units = '' if self.units == t.Undefined else self.units - print(units) value = value * _ureg(units) + # to be consistent, we also need ot convert the other one + # (scale or offset) when the units differ. + if value.units != self.units and value.units != '': + other = 'offset' if attribute == 'scale' else 'scale' + other_quantity = self._get_quantity(other).to(value.units) + self.__dict__[other] = float(other_quantity.magnitude) + self.units = '{:~}'.format(value.units) self.__dict__[attribute] = float(value.magnitude) else: diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index 167743679e..e606a84b22 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -165,22 +165,27 @@ def setup_method(self, method): self.axis = DataAxis(size=2048, scale=12E-12, units='m', offset=5E-9) def test_scale_offset_as_quantity_property(self): - assert self.axis.scale_as_quantity == 12E-12*_ureg('m') - assert self.axis.offset_as_quantity == 5E-9*_ureg('m') + assert self.axis.scale_as_quantity == 12E-12 * _ureg('m') + assert self.axis.offset_as_quantity == 5E-9 * _ureg('m') - def test_scale_offset_as_quantity_setter_string(self): - self.axis.offset_as_quantity = '5e-3' - assert self.axis.offset == 5e-3 - assert self.axis.units == 'm' - + def test_scale_as_quantity_setter_string(self): self.axis.scale_as_quantity = '2.5 nm' assert self.axis.scale == 2.5 + nt.assert_almost_equal(self.axis.offset, 5.0) assert self.axis.units == 'nm' + def test_offset_as_quantity_setter_string(self): self.axis.offset_as_quantity = '5e-3 mm' + assert self.axis.scale == 12e-9 assert self.axis.offset == 5e-3 assert self.axis.units == 'mm' + def test_offset_as_quantity_setter_string_no_units(self): + self.axis.offset_as_quantity = '5e-3' + assert self.axis.offset == 5e-3 + assert self.axis.scale == 12E-12 + assert self.axis.units == 'm' + def test_scale_offset_as_quantity_setter_float(self): self.axis.scale_as_quantity = 2.5e-9 assert self.axis.scale == 2.5e-9 From 6568c409891736bbae860db7104f9b6c3fd03051 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 19 Sep 2017 12:51:40 +0100 Subject: [PATCH 032/211] Fix bug with `scale_as_quantity` property. --- hyperspy/axes.py | 8 ++++---- hyperspy/tests/axes/test_conversion_units.py | 8 ++++++++ 2 files changed, 12 insertions(+), 4 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 5b28beba7c..2faa99486b 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -155,15 +155,15 @@ def _get_quantity(self, attribute='scale'): def _set_quantity(self, value, attribute='scale'): if attribute == 'scale' or attribute == 'offset': + units = '' if self.units == t.Undefined else self.units if type(value) is str: value = _ureg.parse_expression(value) if type(value) is float: - units = '' if self.units == t.Undefined else self.units value = value * _ureg(units) - # to be consistent, we also need ot convert the other one - # (scale or offset) when the units differ. - if value.units != self.units and value.units != '': + # to be consistent, we also need to convert the other one + # (scale or offset) when both units differ. + if value.units != units and value.units != '' and units != '': other = 'offset' if attribute == 'scale' else 'scale' other_quantity = self._get_quantity(other).to(value.units) self.__dict__[other] = float(other_quantity.magnitude) diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index e606a84b22..47f7446d23 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -174,6 +174,14 @@ def test_scale_as_quantity_setter_string(self): nt.assert_almost_equal(self.axis.offset, 5.0) assert self.axis.units == 'nm' + def test_scale_as_quantity_setter_string_no_previous_units(self): + axis = DataAxis(size=2048, scale=12E-12, offset=5.0) + axis.scale_as_quantity = '2.5 nm' + assert axis.scale == 2.5 + # the units haven't been set previously, so the offset is not converted + nt.assert_almost_equal(axis.offset, 5.0) + assert axis.units == 'nm' + def test_offset_as_quantity_setter_string(self): self.axis.offset_as_quantity = '5e-3 mm' assert self.axis.scale == 12e-9 From fa571569a52f94bef1874ef91af0c0362d6564e6 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Fri, 29 Sep 2017 18:00:17 +0100 Subject: [PATCH 033/211] Address PR review comments. --- doc/user_guide/tools.rst | 2 +- hyperspy/axes.py | 33 +++++++++----------- hyperspy/tests/axes/test_conversion_units.py | 9 ++++-- 3 files changed, 22 insertions(+), 22 deletions(-) diff --git a/doc/user_guide/tools.rst b/doc/user_guide/tools.rst index a84f0ff16a..415296b9aa 100644 --- a/doc/user_guide/tools.rst +++ b/doc/user_guide/tools.rst @@ -832,7 +832,7 @@ using an external function can be more easily accomplished using the Rotation of images by the same amount using :py:meth:`~.signal.BaseSignal.map`. -The :py:meth:`~.signal.Bfancy inaseSignal.map` method can also take variable +The :py:meth:`~.signal.BaseSignal.map` method can also take variable arguments as in the following example. .. code-block:: python diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 2faa99486b..1a3ed92580 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -156,9 +156,9 @@ def _get_quantity(self, attribute='scale'): def _set_quantity(self, value, attribute='scale'): if attribute == 'scale' or attribute == 'offset': units = '' if self.units == t.Undefined else self.units - if type(value) is str: + if isinstance(value, str): value = _ureg.parse_expression(value) - if type(value) is float: + if isinstance(value, float): value = value * _ureg(units) # to be consistent, we also need to convert the other one @@ -328,7 +328,7 @@ def _get_index(self, value): return value def _parse_string_for_slice(self, value): - if type(value) is str: + if isinstance(value, str): value = self._get_index_from_value_with_units(value) return value @@ -1033,19 +1033,19 @@ def convert_units(self, axes=None, units=None, same_units=True, elif axes == 'signal': axes = self.signal_axes convert_navigation = False - elif isinstance(axes, DataAxis) or type(axes) is int or type(axes) is str: + elif isinstance(axes, (DataAxis, int, str)): if not isinstance(axes, DataAxis): axes = self[axes] axes = (axes, ) convert_navigation = axes[0].navigate - convert_signal = not axes[0].navigate + convert_signal = not convert_navigation else: raise TypeError( 'Axes type `{}` is not correct.'.format(type(axes))) - if type(units) is str or units is None: + if isinstance(units, str) or units is None: units = [units] * len(axes) - elif type(units) is list: + elif isinstance(units, list): if len(units) != len(axes): raise ValueError('Length of the provided units list {} should ' 'be the same than the length of the provided ' @@ -1063,24 +1063,21 @@ def convert_units(self, axes=None, units=None, same_units=True, if convert_signal: offset = self.navigation_dimension if convert_navigation else 0 units_sig = units[offset:] - self._convert_axes_to_same_units(self.signal_axes, + self._convert_axes_to_same_units(self.signal_axes[::-1], units_sig, factor) else: for axis, unit in zip(axes, units): axis.convert_to_units(unit, factor=factor) def _convert_axes_to_same_units(self, axes, units, factor=0.25): - current_units = None - for axis, unit in zip(axes, units): + # Set the same units for all axes, use the unit of the first axis + # as reference + axes[0].convert_to_units(units[0], factor) + for axis, unit in zip(axes[1:], units[1:]): axis.convert_to_units(unit, factor) - if current_units is not None and current_units: - if current_units != axis.units: - # take units along first axis and use that one - for axis in axes: - axis.convert_to_units(axes[0].units, factor) - return - else: - current_units = axis.units # initialisation first iteration + # in case it converts to a different units, keep the first one + if axis.units != axes[0].units: + axis.convert_to_units(axes[0].units, factor) def update_axes_attributes_from(self, axes, attributes=["scale", "offset", "units"]): diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index 47f7446d23..194fca3cf8 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -355,11 +355,14 @@ def test_convert_to_units_list(self): def test_convert_to_units_list_same_units(self): self.am2.convert_units(units=['µm', 'eV', 'meV'], same_units=True) - # Only the signal axis can be converted - assert_deep_almost_equal(self.am2._get_signal_axes_dicts(), - self.axes_list2[1:]) nt.assert_almost_equal(self.am2['x'].scale, 0.0015) assert self.am2['x'].units == 'µm' + nt.assert_almost_equal(self.am2['energy'].scale, + self.axes_list2[1]['scale']) + assert self.am2['energy'].units == self.axes_list2[1]['units'] + nt.assert_almost_equal(self.am2['energy2'].scale, + self.axes_list2[2]['scale']) + assert self.am2['energy2'].units == self.axes_list2[2]['units'] def test_convert_to_units_list_signal2D(self): self.am2.convert_units(units=['µm', 'eV', 'meV'], same_units=False) From 9f10f172abca9ca722821a080d9b5b08966c2a6d Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Fri, 29 Sep 2017 19:14:48 +0100 Subject: [PATCH 034/211] Simplify `_convert_axes_to_same_units` for different axes. --- hyperspy/axes.py | 7 ++----- hyperspy/tests/axes/test_conversion_units.py | 8 +++++++- 2 files changed, 9 insertions(+), 6 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 1a3ed92580..d94e01ea1b 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -1073,11 +1073,8 @@ def _convert_axes_to_same_units(self, axes, units, factor=0.25): # Set the same units for all axes, use the unit of the first axis # as reference axes[0].convert_to_units(units[0], factor) - for axis, unit in zip(axes[1:], units[1:]): - axis.convert_to_units(unit, factor) - # in case it converts to a different units, keep the first one - if axis.units != axes[0].units: - axis.convert_to_units(axes[0].units, factor) + for axis in axes[1:]: + axis.convert_to_units(units[0], factor) def update_axes_attributes_from(self, axes, attributes=["scale", "offset", "units"]): diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index 194fca3cf8..53345a60b2 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -307,7 +307,7 @@ def test_convert_to_navigation_units(self): def test_convert_units_axes_integer(self): # convert only the first axis - self.am.convert_units(axes=0, units='nm') + self.am.convert_units(axes=0, units='nm', same_units=False) nt.assert_almost_equal(self.am[0].scale, 0.5) assert self.am[0].units == 'nm' nt.assert_almost_equal(self.am['x'].scale, 1.5E-9) @@ -315,6 +315,12 @@ def test_convert_units_axes_integer(self): nt.assert_almost_equal(self.am['energy'].scale, self.axes_list[-1]['scale']) + self.am.convert_units(axes=0, units='nm', same_units=True) + nt.assert_almost_equal(self.am[0].scale, 0.5) + assert self.am[0].units == 'nm' + nt.assert_almost_equal(self.am['x'].scale, 1.5) + assert self.am['x'].units == 'nm' + def test_convert_to_navigation_units_list(self): self.am.convert_units(axes='navigation', units=['mm', 'nm'], same_units=False) From d3eae066ff6fe08a1eae72d0e1f7519825588d2a Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Sat, 30 Sep 2017 11:03:25 +0100 Subject: [PATCH 035/211] Fix a few issues after simplification code. --- hyperspy/_signals/signal2d.py | 39 +++++++++++++++----- hyperspy/axes.py | 9 +++-- hyperspy/tests/signal/test_tools.py | 57 ++++++++++++++++++++++++++++- 3 files changed, 91 insertions(+), 14 deletions(-) diff --git a/hyperspy/_signals/signal2d.py b/hyperspy/_signals/signal2d.py index 77c3bd4885..0dc5de72da 100644 --- a/hyperspy/_signals/signal2d.py +++ b/hyperspy/_signals/signal2d.py @@ -275,14 +275,17 @@ def plot(self, def create_model(self, dictionary=None): """Create a model for the current signal + Parameters - __________ + ---------- dictionary : {None, dict}, optional - A dictionary to be used to recreate a model. Usually generated using - :meth:`hyperspy.model.as_dictionary` + A dictionary to be used to recreate a model. Usually generated + using :meth:`hyperspy.model.as_dictionary` + Returns ------- A Model class + """ from hyperspy.models.model2d import Model2D return Model2D(self, dictionary=dictionary) @@ -305,6 +308,7 @@ def estimate_shift2D(self, between frames. To decrease the memory usage, the time of computation and the accuracy of the results it is convenient to select a region of interest by setting the roi keyword. + Parameters ---------- reference : {'current', 'cascade' ,'stat'} @@ -344,20 +348,24 @@ def estimate_shift2D(self, show_progressbar : None or bool If True, display a progress bar. If None the default is set in `preferences`. + Returns ------- list of applied shifts + Notes ----- The statistical analysis approach to the translation estimation when using `reference`='stat' roughly follows [1]_ . If you use it please cite their article. + References ---------- .. [1] Schaffer, Bernhard, Werner Grogger, and Gerald Kothleitner. “Automated Spatial Drift Correction for EFTEM Signal2D Series.” Ultramicroscopy 102, no. 1 (December 2004): 27–36. + """ if show_progressbar is None: show_progressbar = preferences.General.show_progressbar @@ -488,6 +496,7 @@ def align2D(self, crop=True, fill_value=np.nan, shifts=None, expand=False, Please, see `estimate_shift2D` docstring for details on the rest of the parameters not documented in the following section + Parameters ---------- crop : bool @@ -506,21 +515,25 @@ def align2D(self, crop=True, fill_value=np.nan, shifts=None, expand=False, The order of the spline interpolation. Default is 1, linear interpolation. parallel : {None, bool} + Returns ------- shifts : np.array The shifts are returned only if `shifts` is None + Notes ----- The statistical analysis approach to the translation estimation when using `reference`='stat' roughly follows [1]_ . If you use it please cite their article. + References ---------- .. [1] Schaffer, Bernhard, Werner Grogger, and Gerald Kothleitner. “Automated Spatial Drift Correction for EFTEM Signal2D Series.” Ultramicroscopy 102, no. 1 (December 2004): 27–36. + """ self._check_signal_dimension_equals_two() if show_progressbar is None: @@ -602,13 +615,18 @@ def align2D(self, crop=True, fill_value=np.nan, shifts=None, expand=False, return shifts def crop_image(self, top=None, bottom=None, - left=None, right=None): + left=None, right=None, convert_units=False): """Crops an image in place. - top, bottom, left, right : int or float - + Parameters + ---------- + top, bottom, left, right : {int | float} If int the values are taken as indices. If float the values are converted to indices. + convert_units : bool + Default is False + If True, convert the signal units using the 'convert_to_units' + method of the 'axes_manager'. If False, does nothing. See also: --------- @@ -622,6 +640,8 @@ def crop_image(self, top=None, bottom=None, self.crop(self.axes_manager.signal_axes[0].index_in_axes_manager, left, right) + if convert_units: + self.axes_manager.convert_units('signal') def add_ramp(self, ramp_x, ramp_y, offset=0): """Add a linear ramp to the signal. @@ -634,11 +654,12 @@ def add_ramp(self, ramp_x, ramp_y, offset=0): Slope of the ramp in y-direction. offset: float, optional Offset of the ramp at the signal fulcrum. + Notes ----- - The fulcrum of the linear ramp is at the origin and the slopes are given in units of - the axis with the according scale taken into account. Both are available via the - `axes_manager` of the signal. + The fulcrum of the linear ramp is at the origin and the slopes are + given in units of the axis with the according scale taken into + account. Both are available via the `axes_manager` of the signal. """ yy, xx = np.indices(self.axes_manager._signal_shape_in_array) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index d94e01ea1b..20ca13a148 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -110,10 +110,10 @@ def _get_index_from_value_with_units(self, value): def _convert_scale_units(self, converted_units): # For ImageJ - converted_units = converted_units.replace('micron', 'µm') if self._ignore_conversion(converted_units) or \ self._ignore_conversion(self.units): return + converted_units = converted_units.replace('micron', 'µm') scale = self.scale * _ureg(self.units) offset = self.offset * _ureg(self.units) scale = scale.to(_ureg(converted_units)) @@ -1027,9 +1027,11 @@ def convert_units(self, axes=None, units=None, same_units=True, if axes is None: axes = self.navigation_axes + self.signal_axes + convert_navigation = (len(self.navigation_axes) > 0) elif axes == 'navigation': axes = self.navigation_axes convert_signal = False + convert_navigation = (len(self.navigation_axes) > 0) elif axes == 'signal': axes = self.signal_axes convert_navigation = False @@ -1063,7 +1065,7 @@ def convert_units(self, axes=None, units=None, same_units=True, if convert_signal: offset = self.navigation_dimension if convert_navigation else 0 units_sig = units[offset:] - self._convert_axes_to_same_units(self.signal_axes[::-1], + self._convert_axes_to_same_units(self.signal_axes, units_sig, factor) else: for axis, unit in zip(axes, units): @@ -1073,8 +1075,9 @@ def _convert_axes_to_same_units(self, axes, units, factor=0.25): # Set the same units for all axes, use the unit of the first axis # as reference axes[0].convert_to_units(units[0], factor) + unit = axes[0].units # after conversion, in case units[0] was None. for axis in axes[1:]: - axis.convert_to_units(units[0], factor) + axis.convert_to_units(unit, factor) def update_axes_attributes_from(self, axes, attributes=["scale", "offset", "units"]): diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 09b1e74517..93f6a54493 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -170,10 +170,12 @@ def test_crop_float_unit_convertion_signal2D(self): s.axes_manager[1].name = 'y' s.axes_manager[1].scale = 0.01 s.axes_manager[1].units = 'µm' - s.crop(0, 0.0, 0.5, convert_units=True) - s.crop(1, 0.0, 0.5, convert_units=True) + s.crop(0, 0.0, 0.5, convert_units=True) # also convert the other axis + s.crop(1, 0.0, 500.0, convert_units=True) nt.assert_almost_equal(s.axes_manager[0].scale, 10.0) + nt.assert_almost_equal(s.axes_manager[1].scale, 10.0) assert s.axes_manager[0].units == 'nm' + assert s.axes_manager[1].units == 'nm' nt.assert_allclose(s.data, d[:50, :50]) # Should keep the unit to µm @@ -188,7 +190,58 @@ def test_crop_float_unit_convertion_signal2D(self): s.crop(0, 0.0, 5.0, convert_units=True) s.crop(1, 0.0, 5.0, convert_units=True) nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) + nt.assert_almost_equal(s.axes_manager[1].scale, 0.01) assert s.axes_manager[0].units == "µm" + assert s.axes_manager[1].units == "µm" + nt.assert_allclose(s.data, d[:500, :500]) + + def test_crop_image_unit_convertion_signal2D(self): + # Should not convert the unit + d = np.arange(512 * 512).reshape(512, 512) + s = signals.Signal2D(d) + s.axes_manager[0].name = 'x' + s.axes_manager[0].scale = 0.01 + s.axes_manager[0].units = 'µm' + s.axes_manager[1].name = 'y' + s.axes_manager[1].scale = 0.01 + s.axes_manager[1].units = 'µm' + s.crop_image(0, 0.5, 0.0, 0.5) + nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) + nt.assert_almost_equal(s.axes_manager[1].scale, 0.01) + assert s.axes_manager[0].units == 'µm' + assert s.axes_manager[1].units == 'µm' + nt.assert_allclose(s.data, d[:50, :50]) + + # Should convert the unit to nm + d = np.arange(512 * 512).reshape(512, 512) + s = signals.Signal2D(d) + s.axes_manager[0].name = 'x' + s.axes_manager[0].scale = 0.01 + s.axes_manager[0].units = 'µm' + s.axes_manager[1].name = 'y' + s.axes_manager[1].scale = 0.01 + s.axes_manager[1].units = 'µm' + s.crop_image(0, 0.5, 0.0, 0.5, convert_units=True) + nt.assert_almost_equal(s.axes_manager[0].scale, 10.0) + nt.assert_almost_equal(s.axes_manager[1].scale, 10.0) + assert s.axes_manager[0].units == 'nm' + assert s.axes_manager[1].units == 'nm' + nt.assert_allclose(s.data, d[:50, :50]) + + # Should keep the unit to µm + d = np.arange(512 * 512).reshape(512, 512) + s = signals.Signal2D(d) + s.axes_manager[0].name = 'x' + s.axes_manager[0].scale = 0.01 + s.axes_manager[0].units = 'µm' + s.axes_manager[1].name = 'y' + s.axes_manager[1].scale = 0.01 + s.axes_manager[1].units = 'µm' + s.crop_image(0, 5.0, 0.0, 5.0, convert_units=True) + nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) + nt.assert_almost_equal(s.axes_manager[1].scale, 0.01) + assert s.axes_manager[0].units == "µm" + assert s.axes_manager[1].units == "µm" nt.assert_allclose(s.data, d[:500, :500]) def test_split_axis0(self): From 93eb8867cf9c67b10ea2ce8ecdec79388439c9e6 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Mon, 2 Oct 2017 19:13:48 +0100 Subject: [PATCH 036/211] Add the option to convert the axis units "inplace" or not. --- hyperspy/axes.py | 60 +++++++++++--------- hyperspy/tests/axes/test_conversion_units.py | 59 +++++++++++++------ 2 files changed, 77 insertions(+), 42 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 20ca13a148..2b0bb33ee5 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -86,21 +86,18 @@ def _ignore_conversion(self, units): return True return False - def _convert_compact_scale_units(self, factor=0.25): - """ Return scale and units converted to compact, human-readable units. - See to_compact() method of the pint library for details. - Size is the size of the considered axes. + def _convert_compact_units(self, factor=0.25, inplace=True): + """ Convert units to "human-readable" units, which means with a + convenient prefix. `factor` is a adjustage factor used to + determine the prefix of the units (in combinaison with the size of + the axis). See to_compact() method of the pint library for details. """ if self._ignore_conversion(self.units): return scale = self.scale * _ureg(self.units) - offset = self.offset * _ureg(self.units) scale_size = factor * scale * self.size - converted_scale = scale.to(scale_size.to_compact().units) - converted_offset = offset.to(scale_size.to_compact().units) - self.units = '{:~}'.format(converted_scale.units) - self.scale = float(converted_scale.magnitude) - self.offset = float(converted_offset.magnitude) + converted_units = '{:~}'.format(scale_size.to_compact().units) + return self._convert_units(converted_units, inplace=inplace) def _get_index_from_value_with_units(self, value): value = _ureg.parse_expression(value) @@ -108,21 +105,26 @@ def _get_index_from_value_with_units(self, value): raise ValueError('"{}" should contains an units.'.format(value)) return self.value2index(value.to(self.units).magnitude) - def _convert_scale_units(self, converted_units): + def _convert_units(self, converted_units, inplace=True): # For ImageJ + if isinstance(converted_units, str): + converted_units = converted_units.replace('micron', 'µm') if self._ignore_conversion(converted_units) or \ self._ignore_conversion(self.units): return - converted_units = converted_units.replace('micron', 'µm') - scale = self.scale * _ureg(self.units) - offset = self.offset * _ureg(self.units) - scale = scale.to(_ureg(converted_units)) - offset = offset.to(_ureg(converted_units)) - self.units = '{:~}'.format(scale.units) - self.scale = float(scale.magnitude) - self.offset = float(offset.magnitude) - - def convert_to_units(self, units=None, factor=0.25): + scale_pint = self.scale * _ureg(self.units) + offset_pint = self.offset * _ureg(self.units) + scale = float(scale_pint.to(_ureg(converted_units)).magnitude) + offset = float(offset_pint.to(_ureg(converted_units)).magnitude) + units = '{:~}'.format(scale_pint.to(_ureg(converted_units)).units) + if inplace: + self.scale = scale + self.offset = offset + self.units = units + else: + return scale, offset, units + + def convert_to_units(self, units=None, inplace=True, factor=0.25): """ Convert the scale and the units of the current axis. If the units is not supported by the pint library, the scale and units are not changed. @@ -135,13 +137,18 @@ def convert_to_units(self, units=None, factor=0.25): If `None`, the scale and the units are converted to the appropriate scale and units to avoid displaying scalebar with >3 digits or too small number. This can be tweaked by the `factor` argument. + inplace : bool + If `True`, convert the axis in place. if `False` return the + `scale`, `offset` and `units`. factor : float - Factor used to determine the prefix of the units. + `factor` is a adjustage factor used to determine the prefix of the + units (in combinaison with the size of the axis). """ if units is None: - self._convert_compact_scale_units(factor) + out = self._convert_compact_units(factor, inplace=inplace) else: - self._convert_scale_units(units) + out = self._convert_units(units, inplace=inplace) + return out def _get_quantity(self, attribute='scale'): if attribute == 'scale' or attribute == 'offset': @@ -1021,7 +1028,8 @@ def convert_units(self, axes=None, units=None, same_units=True, first axis is used for all axes. If `False`, convert all axes individually. factor : float - Factor used to determine the prefix of the units. + `factor` is a adjustage factor used to determine the prefix of the + units (in combinaison with the size of each axis). """ convert_navigation = convert_signal = True @@ -1075,7 +1083,7 @@ def _convert_axes_to_same_units(self, axes, units, factor=0.25): # Set the same units for all axes, use the unit of the first axis # as reference axes[0].convert_to_units(units[0], factor) - unit = axes[0].units # after conversion, in case units[0] was None. + unit = axes[0].units # after conversion, in case units[0] was None. for axis in axes[1:]: axis.convert_to_units(unit, factor) diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index 53345a60b2..d8cb9490f9 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -60,53 +60,80 @@ def test_converted_compact_scale_units(self): with assert_warns( message="not supported for conversion.", category=UserWarning): - self.uc._convert_compact_scale_units() + self.uc._convert_compact_units() assert self.uc.units == 'micron' nt.assert_almost_equal(self.uc.scale, 1.0E-3) def test_convert_to_units(self): self._set_units_scale_size(t.Undefined, 1.0) - self.uc._convert_scale_units('nm') + out = self.uc._convert_units('nm') + assert out is None assert self.uc.units == t.Undefined nt.assert_almost_equal(self.uc.scale, 1.0) self._set_units_scale_size('m', 1.0E-3) - self.uc._convert_scale_units('µm') + out = self.uc._convert_units('µm') + assert out is None assert self.uc.units == 'µm' nt.assert_almost_equal(self.uc.scale, 1E3) self._set_units_scale_size('µm', 0.5) - self.uc._convert_scale_units('nm') + out = self.uc._convert_units('nm') + assert out is None assert self.uc.units == 'nm' nt.assert_almost_equal(self.uc.scale, 500) self._set_units_scale_size('µm', 5) - self.uc._convert_scale_units('cm') + out = self.uc._convert_units('cm') + assert out is None assert self.uc.units == 'cm' nt.assert_almost_equal(self.uc.scale, 0.0005) self._set_units_scale_size('1/µm', 5) - self.uc._convert_scale_units('1/nm') + out = self.uc._convert_units('1/nm') + assert out is None assert self.uc.units == '1/nm' nt.assert_almost_equal(self.uc.scale, 0.005) self._set_units_scale_size('eV', 5) - self.uc._convert_scale_units('keV') + out = self.uc._convert_units('keV') + assert out is None assert self.uc.units == 'keV' nt.assert_almost_equal(self.uc.scale, 0.005) + def test_convert_to_units_not_in_place(self): + self._set_units_scale_size(t.Undefined, 1.0) + out = self.uc.convert_to_units('nm', inplace=False) + assert out == None # unit conversion is ignored + assert self.uc.units == t.Undefined + nt.assert_almost_equal(self.uc.scale, 1.0) + + self._set_units_scale_size('m', 1.0E-3) + out = self.uc.convert_to_units('µm', inplace=False) + assert out == (1E3, 0.0, 'um') + assert self.uc.units == 'm' + nt.assert_almost_equal(self.uc.scale, 1.0E-3) + nt.assert_almost_equal(self.uc.offset, 0.0) + + self._set_units_scale_size('µm', 0.5) + out = self.uc.convert_to_units('nm', inplace=False) + assert out[1:] == (0.0, 'nm') + nt.assert_almost_equal(out[0], 500.0) + assert self.uc.units == 'µm' + nt.assert_almost_equal(self.uc.scale, 0.5) + def test_get_compact_unit(self): ##### Imaging ##### # typical setting for high resolution image self._set_units_scale_size('m', 12E-12, 2048, 2E-9) - self.uc._convert_compact_scale_units() + self.uc._convert_compact_units() assert self.uc.units == 'nm' nt.assert_almost_equal(self.uc.scale, 0.012) nt.assert_almost_equal(self.uc.offset, 2.0) # typical setting for nm resolution image self._set_units_scale_size('m', 0.5E-9, 1024) - self.uc._convert_compact_scale_units() + self.uc._convert_compact_units() assert self.uc.units == 'nm' nt.assert_almost_equal(self.uc.scale, 0.5) nt.assert_almost_equal(self.uc.offset, 0.0) @@ -114,25 +141,25 @@ def test_get_compact_unit(self): ##### Diffraction ##### # typical TEM diffraction self._set_units_scale_size('1/m', 0.1E9, 1024) - self.uc._convert_compact_scale_units() + self.uc._convert_compact_units() assert self.uc.units == '1/nm' nt.assert_almost_equal(self.uc.scale, 0.1) # typical TEM diffraction self._set_units_scale_size('1/m', 0.01E9, 256) - self.uc._convert_compact_scale_units() + self.uc._convert_compact_units() assert self.uc.units == '1/µm' nt.assert_almost_equal(self.uc.scale, 10.0) # high camera length diffraction self._set_units_scale_size('1/m', 0.1E9, 4096) - self.uc._convert_compact_scale_units() + self.uc._convert_compact_units() assert self.uc.units == '1/nm' nt.assert_almost_equal(self.uc.scale, 0.1) # typical EDS resolution self._set_units_scale_size('eV', 50, 4096, 0.0) - self.uc._convert_compact_scale_units() + self.uc._convert_compact_units() assert self.uc.units == 'keV' nt.assert_almost_equal(self.uc.scale, 0.05) nt.assert_almost_equal(self.uc.offset, 0.0) @@ -140,21 +167,21 @@ def test_get_compact_unit(self): ##### Spectroscopy ##### # typical EELS resolution self._set_units_scale_size('eV', 0.2, 2048, 200.0) - self.uc._convert_compact_scale_units() + self.uc._convert_compact_units() assert self.uc.units == 'eV' nt.assert_almost_equal(self.uc.scale, 0.2) nt.assert_almost_equal(self.uc.offset, 200.0) # typical EELS resolution self._set_units_scale_size('eV', 1.0, 2048, 500.0) - self.uc._convert_compact_scale_units() + self.uc._convert_compact_units() assert self.uc.units == 'eV' nt.assert_almost_equal(self.uc.scale, 1.0) nt.assert_almost_equal(self.uc.offset, 500) # typical high resolution EELS resolution self._set_units_scale_size('eV', 0.05, 100) - self.uc._convert_compact_scale_units() + self.uc._convert_compact_units() assert self.uc.units == 'eV' assert self.uc.scale == 0.05 From 4519251ac1c5d35800e8c169d5c94ea931d47f14 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 6 Feb 2018 00:31:25 +0000 Subject: [PATCH 037/211] Fix tests, one bug and add more tests. --- hyperspy/axes.py | 11 +- hyperspy/tests/axes/test_conversion_units.py | 32 +++++ hyperspy/tests/io/test_edax.py | 8 +- hyperspy/tests/io/test_emd.py | 10 +- hyperspy/tests/io/test_tiff.py | 130 +++++++++---------- 5 files changed, 116 insertions(+), 75 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index cc60101dcf..7e4316eee2 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -1080,12 +1080,19 @@ def convert_units(self, axes=None, units=None, same_units=True, axis.convert_to_units(unit, factor=factor) def _convert_axes_to_same_units(self, axes, units, factor=0.25): + # Check if the units are supported + for axis in axes: + if axis._ignore_conversion(axis.units): + return + # Set the same units for all axes, use the unit of the first axis # as reference - axes[0].convert_to_units(units[0], factor) + axes[0].convert_to_units(units[0], factor=factor) unit = axes[0].units # after conversion, in case units[0] was None. for axis in axes[1:]: - axis.convert_to_units(unit, factor) + # Convert only the units have the same dimensionality + if _ureg(axis.units).dimensionality == _ureg(unit).dimensionality: + axis.convert_to_units(unit, factor=factor) def update_axes_attributes_from(self, axes, attributes=["scale", "offset", "units"]): diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index d8cb9490f9..6ac2263aca 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -368,6 +368,38 @@ def test_convert_to_navigation_units_list_same_units(self): assert self.am['energy'].units == 'eV' nt.assert_almost_equal(self.am['energy'].scale, 5) + def test_convert_to_navigation_units_different(self): + # Don't convert the units since the units of the navigation axes are + # different + self.axes_list.insert(0, + {'name': 'time', + 'navigate': True, + 'offset': 0.0, + 'scale': 1.5, + 'size': 20, + 'units': 's'}) + am = AxesManager(self.axes_list) + am.convert_units(axes='navigation', same_units=True) + assert am['time'].units == 's' + nt.assert_almost_equal(am['time'].scale, 1.5) + assert am['x'].units == 'nm' + nt.assert_almost_equal(am['x'].scale, 1.5) + assert am['y'].units == 'nm' + nt.assert_almost_equal(am['y'].scale, 0.5) + assert am['energy'].units == 'eV' + nt.assert_almost_equal(am['energy'].scale, 5) + + def test_convert_to_navigation_units_Undefined(self): + self.axes_list[0]['units'] = t.Undefined + am = AxesManager(self.axes_list) + am.convert_units(axes='navigation', same_units=True) + assert am['x'].units == t.Undefined + nt.assert_almost_equal(am['x'].scale, 1.5E-9) + assert am['y'].units == 'm' + nt.assert_almost_equal(am['y'].scale, 0.5E-9) + assert am['energy'].units == 'eV' + nt.assert_almost_equal(am['energy'].scale, 5) + def test_convert_to_signal_units(self): self.am.convert_units(axes='signal', units='keV') nt.assert_almost_equal(self.am['x'].scale, self.axes_list[0]['scale']) diff --git a/hyperspy/tests/io/test_edax.py b/hyperspy/tests/io/test_edax.py index 992d873a94..433698fa3f 100644 --- a/hyperspy/tests/io/test_edax.py +++ b/hyperspy/tests/io/test_edax.py @@ -386,15 +386,15 @@ def test_axes(self): spd_ax_manager = {'axis-0': {'name': 'y', 'navigate': True, 'offset': 0.0, - 'scale': 565.1920166015625, + 'scale': 0.5651920166015625, 'size': 200, - 'units': '$\\mu m$'}, + 'units': 'mm'}, 'axis-1': {'name': 'x', 'navigate': True, 'offset': 0.0, - 'scale': 565.1920166015625, + 'scale': 0.5651920166015625, 'size': 256, - 'units': '$\\mu m$'}, + 'units': 'mm'}, 'axis-2': {'name': 'Energy', 'navigate': False, 'offset': 0.0, diff --git a/hyperspy/tests/io/test_emd.py b/hyperspy/tests/io/test_emd.py index d1dff70256..6d01a08df8 100644 --- a/hyperspy/tests/io/test_emd.py +++ b/hyperspy/tests/io/test_emd.py @@ -30,6 +30,7 @@ import h5py from dateutil import tz from datetime import datetime +import pytest from hyperspy.io import load from hyperspy.signals import BaseSignal, Signal2D, Signal1D, EDSTEMSpectrum @@ -90,6 +91,7 @@ def test_metadata(): def test_metadata_with_bytes_string(): + pytest.importorskip("natsort", minversion="5.1.0") filename = os.path.join( my_path, 'emd_files', 'example_bytes_string_metadata.emd') f = h5py.File(filename, 'r') @@ -232,11 +234,11 @@ def test_fei_emd_image(self): fei_image = np.load(os.path.join(self.fei_files_path, 'fei_emd_image.npy')) assert signal.axes_manager[0].name == 'x' - assert signal.axes_manager[0].units == 'um' - assert_allclose(signal.axes_manager[0].scale, 0.005302, atol=1E-5) + assert signal.axes_manager[0].units == 'nm' + assert_allclose(signal.axes_manager[0].scale, 5.30241, rtol=1E-5) assert signal.axes_manager[1].name == 'y' - assert signal.axes_manager[1].units == 'um' - assert_allclose(signal.axes_manager[1].scale, 0.005302, atol=1E-5) + assert signal.axes_manager[1].units == 'nm' + assert_allclose(signal.axes_manager[1].scale, 5.30241, rtol=1E-5) assert_allclose(signal.data, fei_image) assert_deep_almost_equal(signal.metadata.as_dictionary(), md) assert isinstance(signal, Signal2D) diff --git a/hyperspy/tests/io/test_tiff.py b/hyperspy/tests/io/test_tiff.py index e304f1ff59..a715a514a1 100644 --- a/hyperspy/tests/io/test_tiff.py +++ b/hyperspy/tests/io/test_tiff.py @@ -19,9 +19,9 @@ def test_rgba16(): assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined assert s.axes_manager[2].units == t.Undefined - nt.assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) - nt.assert_allclose(s.axes_manager[2].scale, 1.0, atol=1E-5) + assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) + assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) + assert_allclose(s.axes_manager[2].scale, 1.0, atol=1E-5) assert s.metadata.General.date == '2014-03-31' assert s.metadata.General.time == '16:35:46' @@ -36,8 +36,8 @@ def test_read_unit_um(): s = hs.load(os.path.join(MY_PATH2, 'test_dm_image_um_unit.dm3')) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) + assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) assert s.metadata.General.date == '2015-07-20' assert s.metadata.General.time == '18:48:25' with tempfile.TemporaryDirectory() as tmpdir: @@ -47,8 +47,8 @@ def test_read_unit_um(): s2 = hs.load(fname) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s2.axes_manager[0].scale, 0.16867, atol=1E-5) - nt.assert_allclose(s2.axes_manager[1].scale, 0.16867, atol=1E-5) + assert_allclose(s2.axes_manager[0].scale, 0.16867, atol=1E-5) + assert_allclose(s2.axes_manager[1].scale, 0.16867, atol=1E-5) assert s2.metadata.General.date == s.metadata.General.date assert s2.metadata.General.time == s.metadata.General.time @@ -73,8 +73,8 @@ def test_read_unit_from_imagej(): s = hs.load(fname) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) + assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) def test_read_unit_from_imagej_stack(): @@ -85,9 +85,9 @@ def test_read_unit_from_imagej_stack(): assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == 'µm' assert s.axes_manager[2].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) - nt.assert_allclose(s.axes_manager[2].scale, 0.16867, atol=1E-5) + assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) + assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + assert_allclose(s.axes_manager[2].scale, 0.16867, atol=1E-5) def test_read_unit_from_DM_stack(): @@ -98,9 +98,9 @@ def test_read_unit_from_DM_stack(): assert s.axes_manager[0].units == 's' assert s.axes_manager[1].units == 'µm' assert s.axes_manager[2].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) - nt.assert_allclose(s.axes_manager[2].scale, 1.68674, atol=1E-5) + assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) + assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + assert_allclose(s.axes_manager[2].scale, 1.68674, atol=1E-5) with tempfile.TemporaryDirectory() as tmpdir: fname2 = os.path.join( tmpdir, 'test_loading_image_saved_with_DM_stack2.tif') @@ -110,17 +110,17 @@ def test_read_unit_from_DM_stack(): assert s2.axes_manager[0].units == s.axes_manager[0].units assert s2.axes_manager[1].units == 'µm' assert s2.axes_manager[2].units == 'µm' - nt.assert_allclose( + assert_allclose( s2.axes_manager[0].scale, s.axes_manager[0].scale, atol=1E-5) - nt.assert_allclose( + assert_allclose( s2.axes_manager[1].scale, s.axes_manager[1].scale, atol=1E-5) - nt.assert_allclose( + assert_allclose( s2.axes_manager[2].scale, s.axes_manager[2].scale, atol=1E-5) - nt.assert_allclose( + assert_allclose( s2.axes_manager[0].offset, s.axes_manager[0].offset, atol=1E-5) - nt.assert_allclose( + assert_allclose( s2.axes_manager[1].offset, s.axes_manager[1].offset, atol=1E-5) - nt.assert_allclose( + assert_allclose( s2.axes_manager[2].offset, s.axes_manager[2].offset, atol=1E-5) @@ -132,9 +132,9 @@ def test_read_unit_from_imagej_stack_no_scale(): assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined assert s.axes_manager[2].units == t.Undefined - nt.assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) - nt.assert_allclose(s.axes_manager[2].scale, 1.0, atol=1E-5) + assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) + assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) + assert_allclose(s.axes_manager[2].scale, 1.0, atol=1E-5) def test_read_unit_from_imagej_no_scale(): @@ -143,8 +143,8 @@ def test_read_unit_from_imagej_no_scale(): s = hs.load(fname) assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined - nt.assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) + assert_allclose(s.axes_manager[0].scale, 1.0, atol=1E-5) + assert_allclose(s.axes_manager[1].scale, 1.0, atol=1E-5) def test_write_read_unit_imagej(): @@ -169,24 +169,24 @@ def test_write_read_unit_imagej_with_description(): s = hs.load(fname) s.axes_manager[0].units = 'µm' s.axes_manager[1].units = 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) + assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) with tempfile.TemporaryDirectory() as tmpdir: fname2 = os.path.join(tmpdir, 'description.tif') s.save(fname2, export_scale=False, overwrite=True, description='test') s2 = hs.load(fname2) assert s2.axes_manager[0].units == t.Undefined assert s2.axes_manager[1].units == t.Undefined - nt.assert_allclose(s2.axes_manager[0].scale, 1.0, atol=1E-5) - nt.assert_allclose(s2.axes_manager[1].scale, 1.0, atol=1E-5) + assert_allclose(s2.axes_manager[0].scale, 1.0, atol=1E-5) + assert_allclose(s2.axes_manager[1].scale, 1.0, atol=1E-5) fname3 = os.path.join(tmpdir, 'description2.tif') s.save(fname3, export_scale=True, overwrite=True, description='test') s3 = hs.load(fname3) assert s3.axes_manager[0].units == 'µm' assert s3.axes_manager[1].units == 'µm' - nt.assert_allclose(s3.axes_manager[0].scale, 0.16867, atol=1E-5) - nt.assert_allclose(s3.axes_manager[1].scale, 0.16867, atol=1E-5) + assert_allclose(s3.axes_manager[0].scale, 0.16867, atol=1E-5) + assert_allclose(s3.axes_manager[1].scale, 0.16867, atol=1E-5) def test_saving_with_custom_tag(): @@ -210,10 +210,10 @@ def _test_read_unit_from_dm(): s = hs.load(fname) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) - nt.assert_allclose(s.axes_manager[0].offset, 139.66264, atol=1E-5) - nt.assert_allclose(s.axes_manager[1].offset, 128.19276, atol=1E-5) + assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) + assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) + assert_allclose(s.axes_manager[0].offset, 139.66264, atol=1E-5) + assert_allclose(s.axes_manager[1].offset, 128.19276, atol=1E-5) with tempfile.TemporaryDirectory() as tmpdir: fname2 = os.path.join(tmpdir, "DM2.tif") s.save(fname2, overwrite=True) @@ -221,14 +221,14 @@ def _test_read_unit_from_dm(): _compare_signal_shape_data(s, s2) assert s2.axes_manager[0].units == 'micron' assert s2.axes_manager[1].units == 'micron' - nt.assert_allclose(s2.axes_manager[0].scale, s.axes_manager[0].scale, - atol=1E-5) - nt.assert_allclose(s2.axes_manager[1].scale, s.axes_manager[1].scale, - atol=1E-5) - nt.assert_allclose(s2.axes_manager[0].offset, s.axes_manager[0].offset, - atol=1E-5) - nt.assert_allclose(s2.axes_manager[1].offset, s.axes_manager[1].offset, - atol=1E-5) + assert_allclose(s2.axes_manager[0].scale, s.axes_manager[0].scale, + atol=1E-5) + assert_allclose(s2.axes_manager[1].scale, s.axes_manager[1].scale, + atol=1E-5) + assert_allclose(s2.axes_manager[0].offset, s.axes_manager[0].offset, + atol=1E-5) + assert_allclose(s2.axes_manager[1].offset, s.axes_manager[1].offset, + atol=1E-5) def test_write_scale_unit(): @@ -355,9 +355,9 @@ def test_write_scale_unit_image_stack(): # only one unit can be read assert s1.axes_manager[1].units == 'µm' assert s1.axes_manager[2].units == 'µm' - nt.assert_allclose(s1.axes_manager[0].scale, 250.0) - nt.assert_allclose(s1.axes_manager[1].scale, s.axes_manager[1].scale) - nt.assert_allclose(s1.axes_manager[2].scale, s.axes_manager[2].scale) + assert_allclose(s1.axes_manager[0].scale, 250.0) + assert_allclose(s1.axes_manager[1].scale, s.axes_manager[1].scale) + assert_allclose(s1.axes_manager[2].scale, s.axes_manager[2].scale) def test_saving_loading_stack_no_scale(): @@ -397,8 +397,8 @@ def test_read_FEI_SEM_scale_metadata_8bits(): s = hs.load(fname) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 3.3724, rtol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 3.3724, rtol=1E-5) + assert_allclose(s.axes_manager[0].scale, 3.3724, rtol=1E-5) + assert_allclose(s.axes_manager[1].scale, 3.3724, rtol=1E-5) assert s.data.dtype == 'uint8' assert_deep_almost_equal(s.metadata.as_dictionary(), FEI_Helios_metadata) @@ -408,8 +408,8 @@ def test_read_FEI_SEM_scale_metadata_16bits(): s = hs.load(fname) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 3.3724, rtol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 3.3724, rtol=1E-5) + assert_allclose(s.axes_manager[0].scale, 3.3724, rtol=1E-5) + assert_allclose(s.axes_manager[1].scale, 3.3724, rtol=1E-5) assert s.data.dtype == 'uint16' FEI_Helios_metadata['General'][ 'original_filename'] = 'FEI-Helios-Ebeam-16bits.tif' @@ -441,8 +441,8 @@ def test_read_Zeiss_SEM_scale_metadata_1k_image(): s = hs.load(fname) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 2.615, rtol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 2.615, rtol=1E-5) + assert_allclose(s.axes_manager[0].scale, 2.615, rtol=1E-5) + assert_allclose(s.axes_manager[1].scale, 2.615, rtol=1E-5) assert s.data.dtype == 'uint16' assert_deep_almost_equal(s.metadata.as_dictionary(), md) @@ -455,8 +455,8 @@ def test_read_RGB_Zeiss_optical_scale_metadata(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined - nt.assert_allclose(s.axes_manager[0].scale, 1.0, rtol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 1.0, rtol=1E-5) + assert_allclose(s.axes_manager[0].scale, 1.0, rtol=1E-5) + assert_allclose(s.axes_manager[1].scale, 1.0, rtol=1E-5) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '15:59:52' @@ -468,8 +468,8 @@ def test_read_BW_Zeiss_optical_scale_metadata(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 169.333, rtol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 169.333, rtol=1E-5) + assert_allclose(s.axes_manager[0].scale, 169.333, rtol=1E-5) + assert_allclose(s.axes_manager[1].scale, 169.333, rtol=1E-5) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '16:08:49' @@ -481,8 +481,8 @@ def test_read_BW_Zeiss_optical_scale_metadata_convert_units_false(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 169.333, rtol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 169.333, rtol=1E-5) + assert_allclose(s.axes_manager[0].scale, 169.333, rtol=1E-5) + assert_allclose(s.axes_manager[1].scale, 169.333, rtol=1E-5) def test_read_BW_Zeiss_optical_scale_metadata2(): @@ -492,8 +492,8 @@ def test_read_BW_Zeiss_optical_scale_metadata2(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' - nt.assert_allclose(s.axes_manager[0].scale, 169.333, rtol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 169.333, rtol=1E-5) + assert_allclose(s.axes_manager[0].scale, 169.333, rtol=1E-5) + assert_allclose(s.axes_manager[1].scale, 169.333, rtol=1E-5) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '16:08:49' @@ -505,8 +505,8 @@ def test_read_BW_Zeiss_optical_scale_metadata3(): assert s.data.shape == (10, 13) assert s.axes_manager[0].units == t.Undefined assert s.axes_manager[1].units == t.Undefined - nt.assert_allclose(s.axes_manager[0].scale, 1.0, rtol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 1.0, rtol=1E-5) + assert_allclose(s.axes_manager[0].scale, 1.0, rtol=1E-5) + assert_allclose(s.axes_manager[1].scale, 1.0, rtol=1E-5) assert s.metadata.General.date == '2016-06-13' assert s.metadata.General.time == '16:08:49' @@ -535,6 +535,6 @@ def test_read_TVIPS_metadata(): assert s.data.shape == (1024, 1024) assert s.axes_manager[0].units == 'nm' assert s.axes_manager[1].units == 'nm' - nt.assert_allclose(s.axes_manager[0].scale, 1.42080, rtol=1E-5) - nt.assert_allclose(s.axes_manager[1].scale, 1.42080, rtol=1E-5) + assert_allclose(s.axes_manager[0].scale, 1.42080, rtol=1E-5) + assert_allclose(s.axes_manager[1].scale, 1.42080, rtol=1E-5) assert_deep_almost_equal(s.metadata.as_dictionary(), md) From 0e236930af70f12c0e3b26ce02d7adff158d1b69 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 6 Feb 2018 23:51:56 +0000 Subject: [PATCH 038/211] Update baseline images for plotting tests. --- .../plot_markers/test_plot_line_markers.png | Bin 20981 -> 20981 bytes .../plot_markers/test_plot_point_markers.png | Bin 20102 -> 20102 bytes .../test_plot_rectange_markers.png | Bin 18664 -> 18664 bytes .../test_plot_text_markers_nav.png | Bin 17128 -> 17128 bytes .../test_plot_text_markers_sig.png | Bin 10733 -> 12540 bytes ...test_plot_sig_nav_0-1-sig-complex_imag.png | Bin 17197 -> 18475 bytes ...test_plot_sig_nav_0-1-sig-complex_real.png | Bin 17197 -> 18475 bytes .../test_plot_sig_nav_0-1-sig-real.png | Bin 17916 -> 19174 bytes ...test_plot_sig_nav_0-2-sig-complex_imag.png | Bin 21366 -> 21366 bytes ...test_plot_sig_nav_0-2-sig-complex_real.png | Bin 21366 -> 21366 bytes .../test_plot_sig_nav_0-2-sig-real.png | Bin 19476 -> 19476 bytes ...test_plot_sig_nav_1-1-nav-complex_imag.png | Bin 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zSheaAunFq~>{GV)=WdMH09%+CMZG=&}*XN*?(rPZ89@I$)4N=oEc{D MboFyt=akR{0NBE98UO$Q From 7df88ca30263d807001dbea9b964bd50846d18aa Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Thu, 8 Feb 2018 11:15:30 +0000 Subject: [PATCH 039/211] Add io plugin characteristics to set the automatic conversion of units. Improve load docstring and documentation. --- doc/user_guide/io.rst | 20 ++++ hyperspy/io.py | 123 ++++++++++++---------- hyperspy/io_plugins/README | 1 + hyperspy/io_plugins/bcf.py | 6 +- hyperspy/io_plugins/blockfile.py | 2 +- hyperspy/io_plugins/dens.py | 3 +- hyperspy/io_plugins/digital_micrograph.py | 2 +- hyperspy/io_plugins/edax.py | 26 ++--- hyperspy/io_plugins/emd.py | 7 +- hyperspy/io_plugins/fei.py | 2 +- hyperspy/io_plugins/hspy.py | 3 +- hyperspy/io_plugins/image.py | 3 +- hyperspy/io_plugins/mrc.py | 2 +- hyperspy/io_plugins/msa.py | 3 +- hyperspy/io_plugins/netcdf.py | 3 +- hyperspy/io_plugins/protochips.py | 1 + hyperspy/io_plugins/ripple.py | 1 + hyperspy/io_plugins/semper_unf.py | 1 + hyperspy/io_plugins/tiff.py | 9 +- hyperspy/tests/io/test_dens.py | 25 ++++- 20 files changed, 148 insertions(+), 95 deletions(-) diff --git a/doc/user_guide/io.rst b/doc/user_guide/io.rst index 62c73ecc08..aaae8a8f1a 100644 --- a/doc/user_guide/io.rst +++ b/doc/user_guide/io.rst @@ -75,6 +75,13 @@ Almost all file readers support accessing the data without reading it to memory analysing large files. To load a file without loading it to memory simply set ``lazy`` to ``True`` e.g.: +The units of the navigation and signal axes can be converted automatically +during loading using the ``convert_units`` parameter. If `True`, the +``convert_to_units`` method of the ``axes_manager`` will be used for the conversion. +If `None` (default), the default setting of the file reader will be used to +determine if the units need to be converted. If `False`, the units will not be +converted, regardless of the reader default setting. + .. code-block:: python >>> s = hs.load("filename.hspy", lazy=True) @@ -490,6 +497,19 @@ available publicly available from EDAX and are on Github SpcMap-spd.file.format.pdf>`_, and `.ipr `_). +Extra loading arguments for ``.spd`` file +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +- `spc_fname` : {None, str}, name of file from which to read the spectral calibration. If data was exported fully from EDAX TEAM software, an .spc file with the same name as the .spd should be present. If `None`, the default filename will be searched for. Otherwise, the name of the ``.spc`` file to use for calibration can be explicitly given as a string. +- `ipr_fname` : {None, str}, name of file from which to read the spatial calibration. If data was exported fully from EDAX TEAM software, an ``.ipr`` file with the same name as the ``.spd`` (plus a "_Img" suffix) should be present. If `None`, the default filename will be searched for. Otherwise, the name of the ``.ipr`` file to use for spatial calibration can be explicitly given as a string. +- **kwargs: remaining arguments are passed to the Numpy ``memmap`` function. + +Extra loading arguments for ``.spd`` and ``.spc`` files +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +- `load_all_spc` : bool, switch to control if all of the ``.spc`` header is read, or just the important parts for import into HyperSpy. + + .. _fei-format: FEI TIA ser and emi diff --git a/hyperspy/io.py b/hyperspy/io.py index 6883657823..077e6c0505 100644 --- a/hyperspy/io.py +++ b/hyperspy/io.py @@ -49,19 +49,19 @@ def load(filenames=None, stack_axis=None, new_axis_name="stack_element", lazy=False, - convert_units=True, + convert_units=None, **kwds): """ - Load potentially multiple supported file into an hyperspy structure + Load potentially multiple supported file into an hyperspy structure. Supported formats: hspy (HDF5), msa, Gatan dm3, Ripple (rpl+raw), Bruker bcf, - FEI ser and emi, SEMPER unf, EMD, EDAX spd/spc, tif, and a number - of image formats. + FEI ser and emi, SEMPER unf, Berkeley and FEI emd, EDAX spd/spc, tif and a + number of image formats. Any extra keyword is passed to the corresponding reader. For available options see their individual documentation. - Parameters + Parameters (main) ---------- filenames : None, str or list of strings The filename to be loaded. If None, a window will open to select @@ -104,57 +104,76 @@ def load(filenames=None, If an axis with this name already exists it automatically append '-i', where `i` are integers, until it finds a name that is not yet in use. - lazy : {None, bool} + lazy : {None, bool} (default is False) Open the data lazily - i.e. without actually reading the data from the - disk until required. Allows opening arbitrary-sized datasets. default - is `False`. - convert_units : bool + disk until required. Allows opening arbitrary-sized datasets. + convert_units : {None, bool} (default is None) If True, convert the units using the `convert_to_units` method of - the `axes_manager`. If False, does nothing. - print_info: bool - For SEMPER unf- and EMD (Berkley)-files, if True (default is False) + the `axes_manager`. If False, does nothing. If None, use the default + setting of the file reader used. + print_info: bool (default is False) + For SEMPER ``unf`` and ``emd`` (Berkeley) files, if True additional information read during loading is printed for a quick overview. - downsample : int (1–4095) - For Bruker bcf files, if set to integer (>=2) (default 1) + downsample : int (1–4095) (default is 1) + For ``bcf`` files, if set to integer (>=2) bcf is parsed into down-sampled size array by given integer factor, multiple values from original bcf pixels are summed forming downsampled pixel. This allows to improve signal and conserve the memory with the cost of lower resolution. - cutoff_at_kV : {None, int, float} - For Bruker bcf files, if set to numerical (default is None) - bcf is parsed into array with depth cutoff at coresponding given energy. - This allows to conserve the memory, with cutting-off unused spectra's - tail, or force enlargement of the spectra size. - select_type: {'spectrum_image', 'image', 'single_spectrum', None} - If `None` (default), all data are loaded. - For Bruker bcf and FEI emd files: if one of 'spectrum_image', 'image' or - 'single_spectrum', the loader return single_spectrumns either only the - spectrum image or only the images (including EDS map for FEI emd files) - or only the single spectra (for FEI emd files). - first_frame : int (default 0) - Only for FEI emd files: load only the data acquired after the specified - fname. - last_frame : None or int (default None) - Only for FEI emd files: load only the data acquired up to specified - fname. If None, load up the data to the end. + cutoff_at_kV : {None, int, float} (default is None) + For ``bcf`` files, if set to numerical ``bcf`` is parsed into array + with depth cutoff at coresponding given energy. This allows to conserve + the memory, with cutting-off unused spectra's tail, or force + enlargement of the spectra size. + select_type: {'spectrum_image', 'image', 'single_spectrum', None} (default is None) + If `None`, all data are loaded. + For ``bcf`` and FEI emd files: if one of 'spectrum_image', 'image' or + 'single_spectrum', the loader return single_spectrumns either only the + spectrum image or only the images (including EDS map for FEI emd files) + or only the single spectra (for FEI emd files). + first_frame : int (default is 0) + For FEI ``emd`` files: load only the data acquired after the specified + fname. + last_frame : {None, int} (default is None) + For FEI``emd`` files: load only the data acquired up to specified + fname. If None, load up the data to the end. sum_frames : bool (default is True) - Only for FEI emd files: load each EDS frame individually. + For FEI ``emd`` files: load each EDS frame individually. sum_EDS_detectors : bool (default is True) - Only for FEI emd files: load each frame individually. If True, the signal - from the different detector are summed. If False, a distinct signal is - returned for each EDS detectors. + For FEI ``emd`` files: load each frame individually. If True, the signal + from the different detector are summed. If False, a distinct signal is + returned for each EDS detectors. rebin_energy : int, a multiple of the length of the energy dimension (default 1) - Only for FEI emd files: rebin the energy axis by the integer provided - during loading in order to save memory space. - SI_data_dtype : numpy.dtype - Only for FEI emd files: set the dtype of the spectrum image data in - order to save memory space. If None, the default dtype from the FEI emd - file is used. + For FEI ``emd`` files: rebin the energy axis by the integer provided + during loading in order to save memory space. + SI_data_dtype : {None, numpy.dtype} (default is None) + For FEI ``emd`` files: set the dtype of the spectrum image data in + order to save memory space. If None, the default dtype from the FEI emd + file is used. load_SI_image_stack : bool (default False) - Load the stack of STEM images acquired simultaneously as the EDS - spectrum image. - + For FEI ``emd`` files: load the stack of STEM images acquired + simultaneously as the EDS spectrum image. + spc_fname : {None, str} (default is None) + For ``spd`` file: name of file from which to read the spectral calibration. + If data was exported fully from EDAX TEAM software, an .spc file with + the same name as the .spd should be present. + If `None`, the default filename will be searched for. + Otherwise, the name of the .spc file to use for calibration can + be explicitly given as a string. + ipr_fname : {None, str} (default is None) + For ``spd`` file: name of file from which to read the spatial calibration. + If data was exported fully from EDAX TEAM software, an .ipr file with + the same name as the .spd (plus a "_Img" suffix) should be present. + If `None`, the default filename will be searched for. + Otherwise, the name of the .ipr file to use for spatial calibration + can be explicitly given as a string. + load_all_spc : bool (default is False) + For ``spd`` and ``spc`` file: switch to control if all of the .spc + header is read, or just the important parts for import into HyperSpy. + **kwds + For ``spd`` file: remaining arguments are passed to the Numpy ``memmap`` + function Returns ------- @@ -287,14 +306,10 @@ def load_single_file(filename, **kwds): signal_type : {None, "EELS", "EDS_SEM", "EDS_TEM", "", str} Set the signal type of the data to be read. - - convert_units : bool - If True, convert the units using the 'convert_to_units' method of - the 'axes_manager'. If False, does nothing. - + kwds : dictionary Keyword arguments for the file reader. - + """ extension = os.path.splitext(filename)[1][1:] @@ -307,8 +322,7 @@ def load_single_file(filename, **kwds): try: from hyperspy.io_plugins import image reader = image - return load_with_reader(filename, reader, - signal_type=signal_type, **kwds) + return load_with_reader(filename, reader, **kwds) except BaseException: raise IOError('If the file format is supported' ' please report this error') @@ -317,13 +331,16 @@ def load_single_file(filename, **kwds): return load_with_reader(filename=filename, reader=reader, **kwds) -def load_with_reader(filename, reader, signal_type=None, convert_units=True, +def load_with_reader(filename, reader, signal_type=None, convert_units=None, **kwds): lazy = kwds.get('lazy', False) file_data_list = reader.file_reader(filename, **kwds) objects = [] + convert_units = convert_units or ( + convert_units is None and reader.auto_convert_units) + for signal_dict in file_data_list: if 'metadata' in signal_dict: if "Signal" not in signal_dict["metadata"]: diff --git a/hyperspy/io_plugins/README b/hyperspy/io_plugins/README index efad56e64a..fd11401f57 100755 --- a/hyperspy/io_plugins/README +++ b/hyperspy/io_plugins/README @@ -13,6 +13,7 @@ All the read/write plugins must provide a python file containing: # Recognised file extension file_extensions = default_extension = # Index of the extension that will be used by default + auto_convert_units = # Convert automatically the units # Reading capabilities reads_images = reads_spectrum = diff --git a/hyperspy/io_plugins/bcf.py b/hyperspy/io_plugins/bcf.py index 32a1db5e2a..440aaa574c 100644 --- a/hyperspy/io_plugins/bcf.py +++ b/hyperspy/io_plugins/bcf.py @@ -35,6 +35,7 @@ # Recognised file extension file_extensions = ('bcf',) default_extension = 0 +auto_convert_units = True # Reading capabilities reads_images = True reads_spectrum = True @@ -1127,8 +1128,9 @@ def py_parse_hypermap(virtual_file, shape, dtype, downsample=1): # wrapper functions for hyperspy: -def file_reader(filename, select_type=None, index=None, downsample=1, # noqa - cutoff_at_kV=None, instrument=None, lazy=False): +def file_reader(filename, select_type=None, convert_units=None, + index=None, downsample=1, cutoff_at_kV=None, instrument=None, + lazy=False): """Reads a bruker bcf file and loads the data into the appropriate class, then wraps it into appropriate hyperspy required list of dictionaries used by hyperspy.api.load() method. diff --git a/hyperspy/io_plugins/blockfile.py b/hyperspy/io_plugins/blockfile.py index 47c418f0ab..bd967be599 100644 --- a/hyperspy/io_plugins/blockfile.py +++ b/hyperspy/io_plugins/blockfile.py @@ -38,7 +38,7 @@ # Recognised file extension file_extensions = ['blo', 'BLO'] default_extension = 0 - +auto_convert_units = True # Writing capabilities: writes = [(2, 2), (2, 1), (2, 0)] magics = [0x0102] diff --git a/hyperspy/io_plugins/dens.py b/hyperspy/io_plugins/dens.py index 3f0f3c936c..6aa3fd5e2d 100644 --- a/hyperspy/io_plugins/dens.py +++ b/hyperspy/io_plugins/dens.py @@ -32,11 +32,10 @@ # Recognised file extension file_extensions = ['dens', 'DENS'] default_extension = 0 - +auto_convert_units = False # Writing capabilities writes = False - def _cnv_time(timestr): try: t = datetime.strptime(timestr.decode(), '%H:%M:%S.%f') diff --git a/hyperspy/io_plugins/digital_micrograph.py b/hyperspy/io_plugins/digital_micrograph.py index d19ecdc835..55d16ce25a 100644 --- a/hyperspy/io_plugins/digital_micrograph.py +++ b/hyperspy/io_plugins/digital_micrograph.py @@ -46,7 +46,7 @@ # Recognised file extension file_extensions = ('dm3', 'DM3', 'dm4', 'DM4') default_extension = 0 - +auto_convert_units = False # Writing features writes = False # ---------------------- diff --git a/hyperspy/io_plugins/edax.py b/hyperspy/io_plugins/edax.py index d25e6838b9..e031a42a77 100644 --- a/hyperspy/io_plugins/edax.py +++ b/hyperspy/io_plugins/edax.py @@ -46,7 +46,7 @@ # Recognised file extension file_extensions = ['spd', 'SPD', 'spc', 'SPC'] default_extension = 0 - +auto_convert_units = True # Writing capabilities writes = False @@ -806,7 +806,6 @@ def spc_reader(filename, def spd_reader(filename, endianess='<', - nav_units=None, spc_fname=None, ipr_fname=None, load_all_spc=False, @@ -820,10 +819,6 @@ def spd_reader(filename, Name of SPD file to read endianess : char Byte-order of data to read - nav_units : 'nm', 'um', or None - Default navigation units for EDAX data is in microns, so this is the - default unit to save in the signal. Can also be specified as 'nm', - which will output a signal with nm scale instead. spc_fname : None or str Name of file from which to read the spectral calibration. If data was exported fully from EDAX TEAM software, an .spc file with the @@ -834,14 +829,14 @@ def spd_reader(filename, ipr_fname : None or str Name of file from which to read the spatial calibration. If data was exported fully from EDAX TEAM software, an .ipr file with the - same name as the .spd (plus a \"_Img\" suffix) should be present. + same name as the .spd (plus a "_Img" suffix) should be present. If `None`, the default filename will be searched for. Otherwise, the name of the .ipr file to use for spatial calibration can be explicitly given as a string. load_all_spc : bool Switch to control if all of the .spc header is read, or just the important parts for import into HyperSpy - kwargs** + **kwargs Remaining arguments are passed to the Numpy ``memmap`` function Returns @@ -849,7 +844,7 @@ def spd_reader(filename, list list with dictionary of signal information to be passed back to hyperspy.io.load_with_reader - """ + """ with open(filename, 'rb') as f: spd_header = np.fromfile(f, dtype=get_spd_dtype_list(endianess), @@ -939,20 +934,13 @@ def spd_reader(filename, 'units': 'keV' if read_spc else t.Undefined, } - # Handle navigation units input: - scale = 1000 if nav_units == 'nm' else 1 - if nav_units is not 'nm': - if nav_units not in [None, 'um']: - _logger.warning("Did not understand nav_units input \"{}\". " - "Defaulting to microns.\n".format(nav_units)) - nav_units = 'µm' - + nav_units = 'µm' # Create navigation axes dictionaries: x_axis = { 'size': data.shape[1], 'index_in_array': 1, 'name': 'x', - 'scale': original_metadata['ipr_header']['mppX'] * scale if read_ipr + 'scale': original_metadata['ipr_header']['mppX'] if read_ipr else 1, 'offset': 0, 'units': nav_units if read_ipr else t.Undefined, @@ -962,7 +950,7 @@ def spd_reader(filename, 'size': data.shape[0], 'index_in_array': 0, 'name': 'y', - 'scale': original_metadata['ipr_header']['mppY'] * scale if read_ipr + 'scale': original_metadata['ipr_header']['mppY'] if read_ipr else 1, 'offset': 0, 'units': nav_units if read_ipr else t.Undefined, diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index b24cc5f0f3..c09460476d 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -50,8 +50,13 @@ # Recognised file extension file_extensions = ('emd', 'EMD') default_extension = 0 +auto_convert_units = True +# Reading capabilities +reads_images = True +reads_spectrum = True +reads_spectrum_image = True # Writing features -writes = True +writes = True # Only Berkeley emd EMD_VERSION = '0.2' # ---------------------- diff --git a/hyperspy/io_plugins/fei.py b/hyperspy/io_plugins/fei.py index d88a631633..62439bd2cd 100644 --- a/hyperspy/io_plugins/fei.py +++ b/hyperspy/io_plugins/fei.py @@ -47,7 +47,7 @@ # Recognised file extension file_extensions = ser_extensions + emi_extensions default_extension = 0 - +auto_convert_units = True # Writing capabilities writes = False # ---------------------- diff --git a/hyperspy/io_plugins/hspy.py b/hyperspy/io_plugins/hspy.py index 816de1a6ae..c5eeb092f6 100644 --- a/hyperspy/io_plugins/hspy.py +++ b/hyperspy/io_plugins/hspy.py @@ -37,12 +37,11 @@ format_name = 'HSPY' description = \ 'The default file format for HyperSpy based on the HDF5 standard' - full_support = False # Recognised file extension file_extensions = ['hspy', 'hdf5'] default_extension = 0 - +auto_convert_units = False # Writing capabilities writes = True version = "3.0" diff --git a/hyperspy/io_plugins/image.py b/hyperspy/io_plugins/image.py index a7f1392f25..c25ce38b42 100755 --- a/hyperspy/io_plugins/image.py +++ b/hyperspy/io_plugins/image.py @@ -30,8 +30,7 @@ file_extensions = ['png', 'bmp', 'dib', 'gif', 'jpeg', 'jpe', 'jpg', 'msp', 'pcx', 'ppm', "pbm", "pgm", 'xbm', 'spi', ] default_extension = 0 # png - - +auto_convert_units = True # Writing features writes = [(2, 0), ] # ---------------------- diff --git a/hyperspy/io_plugins/mrc.py b/hyperspy/io_plugins/mrc.py index 85fbadfc0d..846ddcbe07 100755 --- a/hyperspy/io_plugins/mrc.py +++ b/hyperspy/io_plugins/mrc.py @@ -39,7 +39,7 @@ # Recognised file extension file_extensions = ['mrc', 'MRC', 'ALI', 'ali'] default_extension = 0 - +auto_convert_units = True # Writing capabilities writes = False diff --git a/hyperspy/io_plugins/msa.py b/hyperspy/io_plugins/msa.py index d9bf0de59a..f68b3c60a3 100644 --- a/hyperspy/io_plugins/msa.py +++ b/hyperspy/io_plugins/msa.py @@ -39,7 +39,8 @@ full_support = False file_extensions = ('msa', 'ems', 'mas', 'emsa', 'EMS', 'MAS', 'EMSA', 'MSA') default_extension = 0 - +auto_convert_units = False +# Writing capabilities writes = [(1, 0), ] # ---------------------- diff --git a/hyperspy/io_plugins/netcdf.py b/hyperspy/io_plugins/netcdf.py index 7c651b1aef..dc5f4a52ce 100755 --- a/hyperspy/io_plugins/netcdf.py +++ b/hyperspy/io_plugins/netcdf.py @@ -45,8 +45,7 @@ full_support = True file_extensions = ('nc', 'NC') default_extension = 0 - - +auto_convert_units = False # Writing features writes = False diff --git a/hyperspy/io_plugins/protochips.py b/hyperspy/io_plugins/protochips.py index 5bffc52955..9e71efa4ea 100644 --- a/hyperspy/io_plugins/protochips.py +++ b/hyperspy/io_plugins/protochips.py @@ -33,6 +33,7 @@ # Recognised file extension file_extensions = ['csv', 'CSV'] default_extension = 0 +auto_convert_units = False # Reading capabilities reads_images = False reads_spectrum = False diff --git a/hyperspy/io_plugins/ripple.py b/hyperspy/io_plugins/ripple.py index 6ef645dea9..d0b795a73d 100644 --- a/hyperspy/io_plugins/ripple.py +++ b/hyperspy/io_plugins/ripple.py @@ -46,6 +46,7 @@ # Recognised file extension file_extensions = ['rpl', 'RPL'] default_extension = 0 +auto_convert_units = False # Writing capabilities writes = [(1, 0), (1, 1), (1, 2), (2, 0), (2, 1), ] # ---------------------- diff --git a/hyperspy/io_plugins/semper_unf.py b/hyperspy/io_plugins/semper_unf.py index 185460c9e4..7d9ddc4835 100644 --- a/hyperspy/io_plugins/semper_unf.py +++ b/hyperspy/io_plugins/semper_unf.py @@ -96,6 +96,7 @@ # Recognised file extension file_extensions = ('unf', 'UNF') default_extension = 0 +auto_convert_units = False # Writing features writes = [(1, 0), (1, 1), (1, 2), (2, 0), (2, 1)] # All up to 3D # ---------------------- diff --git a/hyperspy/io_plugins/tiff.py b/hyperspy/io_plugins/tiff.py index a801e2941c..0d796514e4 100644 --- a/hyperspy/io_plugins/tiff.py +++ b/hyperspy/io_plugins/tiff.py @@ -30,6 +30,8 @@ from hyperspy.misc.utils import DictionaryTreeBrowser _logger = logging.getLogger(__name__) + + # Plugin characteristics # ---------------------- format_name = 'TIFF' @@ -38,12 +40,12 @@ full_support = False file_extensions = ['tif', 'tiff'] default_extension = 0 # tif - - +auto_convert_units = True # Writing features writes = [(2, 0), (2, 1)] # ---------------------- + axes_label_codes = { 'X': "width", 'Y': "height", @@ -63,6 +65,7 @@ 'Q': t.Undefined, '_': t.Undefined} + ureg = pint.UnitRegistry() @@ -77,8 +80,6 @@ def file_writer(filename, signal, export_scale=True, extratags=[], **kwds): default: True Export the scale and the units (compatible with DM and ImageJ) to appropriate tags. - If the scikit-image version is too old, use the hyperspy embedded - tifffile library to allow exporting the scale and the unit. """ _logger.debug('************* Saving *************') data = signal.data diff --git a/hyperspy/tests/io/test_dens.py b/hyperspy/tests/io/test_dens.py index 84c4193f96..3b4d8f7d24 100644 --- a/hyperspy/tests/io/test_dens.py +++ b/hyperspy/tests/io/test_dens.py @@ -40,9 +40,9 @@ def test_read1(): s = hs.load(file1) np.testing.assert_allclose(s.data, ref_T) - assert_allclose(s.axes_manager[0].scale, 330.0) - assert_allclose(s.axes_manager[0].offset, 50077680.0) - assert s.axes_manager[0].units == 'ms' + assert_allclose(s.axes_manager[0].scale, 0.33) + assert_allclose(s.axes_manager[0].offset, 50077.68) + assert s.axes_manager[0].units == 's' ref_date, ref_time = "2015-04-16", "13:53:00" assert s.metadata.General.date == ref_date assert s.metadata.General.time == ref_time @@ -50,6 +50,25 @@ def test_read1(): assert s.metadata.Signal.quantity == "Temperature (Celsius)" +def test_read_convert_units(): + s = hs.load(file1, convert_units=None) + np.testing.assert_allclose(s.data, ref_T) + assert_allclose(s.axes_manager[0].scale, 0.33) + assert_allclose(s.axes_manager[0].offset, 50077.68) + assert s.axes_manager[0].units == 's' + + s = hs.load(file1, convert_units=False) + assert_allclose(s.axes_manager[0].scale, 0.33) + assert_allclose(s.axes_manager[0].offset, 50077.68) + assert s.axes_manager[0].units == 's' + + s = hs.load(file1, convert_units=True) + np.testing.assert_allclose(s.data, ref_T) + assert_allclose(s.axes_manager[0].scale, 330.0) + assert_allclose(s.axes_manager[0].offset, 50077680.0) + assert s.axes_manager[0].units == 'ms' + + def test_read2(): with pytest.raises(AssertionError): hs.load(file2) From 9cea7052c4ec9140bb98936fd81fe747821342e4 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 6 Feb 2018 14:15:54 +0000 Subject: [PATCH 040/211] Parse EDS detector metadata FEI emd. --- hyperspy/io_plugins/emd.py | 55 +++++++++++++++++++++++++++----------- 1 file changed, 39 insertions(+), 16 deletions(-) diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index 3493c0d82a..1d48ea03b2 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -489,6 +489,16 @@ def _parse_metadata(data_group, sub_group_key): return _parse_sub_data_group_metadata(data_group[sub_group_key]) +def _parse_detector_name(original_metadata): + try: + name = original_metadata['BinaryResult']['Detector'] + except KeyError: + # if the `BinaryResult/Detector` is not available, there should be + # only one detector in `Detectors` + name = original_metadata['Detectors']['Detector-01']['DetectorName'] + return name + + class FeiEMDReader(object): """ Class for reading FEI electron microscopy datasets. @@ -659,15 +669,7 @@ def _read_image(self, image_group, image_sub_group_key): image_sub_group = image_group[image_sub_group_key] original_metadata = _parse_metadata(image_group, image_sub_group_key) original_metadata.update(self.original_metadata) - try: - if 'Detector' in original_metadata['BinaryResult']: - self.detector_name = original_metadata['BinaryResult']['Detector'] - # if the `BinaryResult/Detector` is not available, there should be - # only one detector in `Detectors` - elif 'DetectorName' in original_metadata['Detectors']['Detector-01']: - self.detector_name = original_metadata['Detectors']['Detector-01']['DetectorName'] - except KeyError: - pass + self.detector_name = _parse_detector_name(original_metadata) read_stack = (self.load_SI_image_stack or self.im_type == 'Image') h5data = image_sub_group['Data'] @@ -970,7 +972,8 @@ def _get_metadata_dict(self, om): return {'General': meta_gen, 'Signal': meta_sig} - def _get_mapping(self, map_selected_element=True): + def _get_mapping(self, map_selected_element=True, + parse_EDS_detector_metadata=True): mapping = { 'Acquisition.AcquisitionStartDatetime.DateTime': ( "General.time_zone", lambda x: self._get_local_time_zone()), @@ -984,22 +987,42 @@ def _get_mapping(self, map_selected_element=True): "Acquisition_instrument.TEM.microscope", None), 'Stage.AlphaTilt': ( "Acquisition_instrument.TEM.Stage.tilt_alpha", - lambda x: '{:.2f}'.format(float(x))), + lambda x: '{:.3f}'.format(np.degrees(float(x)))), 'Stage.BetaTilt': ( "Acquisition_instrument.TEM.Stage.tilt_beta", - lambda x: '{:.2f}'.format(float(x))), + lambda x: '{:.3f}'.format(np.degrees(float(x)))), 'Stage.Position.x': ( "Acquisition_instrument.TEM.Stage.x", - lambda x: '{:.3f}'.format(float(x))), + lambda x: '{:.6f}'.format(float(x)) + ), 'Stage.Position.y': ( "Acquisition_instrument.TEM.Stage.y", - lambda x: '{:.3f}'.format(float(x))), + lambda x: '{:.6f}'.format(float(x))), 'Stage.Position.z': ( "Acquisition_instrument.TEM.Stage.z", - lambda x: '{:.3f}'.format(float(x))), + lambda x: '{:.6f}'.format(float(x))), 'ImportedDataParameter.Number_of_frames': ( - "Acquisition_instrument.TEM.Detector.EDS.number_of_frames", None) + "Acquisition_instrument.TEM.Detector.EDS.number_of_frames", None), + 'DetectorMetadata.ElevationAngle': ( + "Acquisition_instrument.TEM.Detector.EDS.elevation_angle", + lambda x: '{:.3f}'.format(np.degrees(float(x)))), } + + # Parse individual metadata for each EDS detector + if parse_EDS_detector_metadata: + mapping.update({ + 'DetectorMetadata.AzimuthAngle': ( + "Acquisition_instrument.TEM.Detector.EDS.azimuth_angle", + lambda x: '{:.3f}'.format(np.degrees(float(x)))), + 'DetectorMetadata.LiveTime': ( + "Acquisition_instrument.TEM.Detector.EDS.live_time", + lambda x: '{:.6f}'.format(float(x))), + 'DetectorMetadata.RealTime': ( + "Acquisition_instrument.TEM.Detector.EDS.real_time", + lambda x: '{:.6f}'.format(float(x))), + 'DetectorMetadata.DetectorName': ( + "General.title", None), + }) # Add selected element if map_selected_element: From 451d2a6fe78782c83fc4ecbc8960da73f3c650be Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 6 Feb 2018 15:16:34 +0000 Subject: [PATCH 041/211] Parse more detector metadata FEI emd. --- hyperspy/io_plugins/emd.py | 35 +++++++++++++++++++++++++++-------- hyperspy/tests/io/test_emd.py | 12 ++++++------ 2 files changed, 33 insertions(+), 14 deletions(-) diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index 1d48ea03b2..1144c6e06c 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -499,6 +499,14 @@ def _parse_detector_name(original_metadata): return name +def _get_detector_metadata_dict(om, detector_name): + detectors_dict = om['Detectors'] + # find detector dict from the detector_name + for key in detectors_dict: + if detectors_dict[key]['DetectorName'] == detector_name: + return detectors_dict[key] + + class FeiEMDReader(object): """ Class for reading FEI electron microscopy datasets. @@ -739,6 +747,9 @@ def _read_image(self, image_group, image_sub_group_key): md = self._get_metadata_dict(original_metadata) md['Signal']['signal_type'] = 'image' + original_metadata['DetectorMetadata'] = _get_detector_metadata_dict( + original_metadata, + self.detector_name) if hasattr(self, 'map_label_dict'): if image_sub_group_key in self.map_label_dict: md['General']['title'] = self.map_label_dict[image_sub_group_key] @@ -747,7 +758,8 @@ def _read_image(self, image_group, image_sub_group_key): 'axes': axes, 'metadata': md, 'original_metadata': original_metadata, - 'mapping': self._get_mapping(map_selected_element=False)} + 'mapping': self._get_mapping(map_selected_element=False, + parse_individual_EDS_detector_metadata=False)} def _parse_frame_time(self, original_metadata, factor=1): try: @@ -919,7 +931,8 @@ def _read_stream(key): 'axes': axes, 'metadata': md, 'original_metadata': original_metadata, - 'mapping': self._get_mapping()}) + 'mapping': self._get_mapping( + parse_individual_EDS_detector_metadata=not self.sum_frames)}) def _get_dispersion_offset(self, original_metadata): try: @@ -973,7 +986,7 @@ def _get_metadata_dict(self, om): return {'General': meta_gen, 'Signal': meta_sig} def _get_mapping(self, map_selected_element=True, - parse_EDS_detector_metadata=True): + parse_individual_EDS_detector_metadata=True): mapping = { 'Acquisition.AcquisitionStartDatetime.DateTime': ( "General.time_zone", lambda x: self._get_local_time_zone()), @@ -994,7 +1007,7 @@ def _get_mapping(self, map_selected_element=True, 'Stage.Position.x': ( "Acquisition_instrument.TEM.Stage.x", lambda x: '{:.6f}'.format(float(x)) - ), + ), 'Stage.Position.y': ( "Acquisition_instrument.TEM.Stage.y", lambda x: '{:.6f}'.format(float(x))), @@ -1006,10 +1019,16 @@ def _get_mapping(self, map_selected_element=True, 'DetectorMetadata.ElevationAngle': ( "Acquisition_instrument.TEM.Detector.EDS.elevation_angle", lambda x: '{:.3f}'.format(np.degrees(float(x)))), + 'DetectorMetadata.Gain': ( + "Signal.Noise_properties.Variance_linear_model.gain_factor", + lambda x: '{:.6f}'.format(float(x))), + 'DetectorMetadata.Offset': ( + "Signal.Noise_properties.Variance_linear_model.gain_offset", + lambda x: '{:.6f}'.format(float(x))), } - + # Parse individual metadata for each EDS detector - if parse_EDS_detector_metadata: + if parse_individual_EDS_detector_metadata: mapping.update({ 'DetectorMetadata.AzimuthAngle': ( "Acquisition_instrument.TEM.Detector.EDS.azimuth_angle", @@ -1018,11 +1037,11 @@ def _get_mapping(self, map_selected_element=True, "Acquisition_instrument.TEM.Detector.EDS.live_time", lambda x: '{:.6f}'.format(float(x))), 'DetectorMetadata.RealTime': ( - "Acquisition_instrument.TEM.Detector.EDS.real_time", + "Acquisition_instrument.TEM.Detector.EDS.real_time", lambda x: '{:.6f}'.format(float(x))), 'DetectorMetadata.DetectorName': ( "General.title", None), - }) + }) # Add selected element if map_selected_element: diff --git a/hyperspy/tests/io/test_emd.py b/hyperspy/tests/io/test_emd.py index 0f0630b90b..ecd3ad99be 100644 --- a/hyperspy/tests/io/test_emd.py +++ b/hyperspy/tests/io/test_emd.py @@ -206,12 +206,12 @@ def teardown_class(cls): shutil.rmtree(cls.fei_files_path) @pytest.mark.parametrize("lazy", (True, False)) - def test_fei_emd_image(self, lazy): - stage = {'tilt_alpha': '0.00', - 'tilt_beta': '0.00', - 'x': '-0.000', - 'y': '0.000', - 'z': '0.000'} + def test_fei_emd_image(self): + stage = {'tilt_alpha': '0.006', + 'tilt_beta': '0.000', + 'x': '-0.000009', + 'y': '0.000144', + 'z': '0.000029'} md = {'Acquisition_instrument': {'TEM': {'beam_energy': 200.0, 'camera_length': 98.0, 'magnification': 40000.0, From d892a59ae4cfd23f265b231686bb669d72a82d62 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Sat, 7 Apr 2018 11:23:58 +0100 Subject: [PATCH 042/211] Fix issue with test after rebase. --- hyperspy/tests/io/test_emd.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/tests/io/test_emd.py b/hyperspy/tests/io/test_emd.py index ecd3ad99be..c5c5daca0c 100644 --- a/hyperspy/tests/io/test_emd.py +++ b/hyperspy/tests/io/test_emd.py @@ -206,7 +206,7 @@ def teardown_class(cls): shutil.rmtree(cls.fei_files_path) @pytest.mark.parametrize("lazy", (True, False)) - def test_fei_emd_image(self): + def test_fei_emd_image(self, lazy): stage = {'tilt_alpha': '0.006', 'tilt_beta': '0.000', 'x': '-0.000009', From 89770a3b55d476331ce00a14765298a2b72e9564 Mon Sep 17 00:00:00 2001 From: Thomas Aarholt Date: Mon, 19 Mar 2018 17:14:50 +0100 Subject: [PATCH 043/211] Coarse attempt at prefs-based customizable hotkeys As the field I had to use traits.Directory() in order to simulate traits.String() or traits.CStr() as they do not appear to work. Get a KeyError. Variable names are to be changed. Ctrl + Shift + Arrows does not work on my home computer. Therefore changed to Shift + Arrows for now. Test axes_manager indices changing with hotkey I did not find a way to test creating a plot and feed simulated keypresses to it, but feeding equivalent strings to the axes_manager should be ok. Added docs, also fixed typos Coarse example of modifiable hotkeys --- doc/user_guide/visualisation.rst | 48 +++++++++++-------- hyperspy/axes.py | 59 ++++++++++++++++-------- hyperspy/defaults_parser.py | 56 ++++++++++++++++++++++ hyperspy/tests/axes/test_axes_manager.py | 25 ++++++++++ 4 files changed, 150 insertions(+), 38 deletions(-) diff --git a/doc/user_guide/visualisation.rst b/doc/user_guide/visualisation.rst index 254512cf0d..39887e44c6 100644 --- a/doc/user_guide/visualisation.rst +++ b/doc/user_guide/visualisation.rst @@ -7,10 +7,10 @@ Data visualization The object returned by :py:func:`~.io.load`, a :py:class:`~.signal.BaseSignal` instance, has a :py:meth:`~.signal.BaseSignal.plot` method that is powerful and -flexible tools to visualize n-dimensional data. In this chapter, the -visualisation of multidimensional data is exemplified with two experimental +flexible to visualize n-dimensional data. In this chapter, the +visualisation of multidimensional data is exemplified with two experimental datasets: an EELS spectrum image and an EDX dataset consisting of a secondary -electron emission image stack and a 3D hyperspectrum , both simoultaneously +electron emission image stack and a 3D hyperspectral image, both simultaneously acquired by recording two signals in parallel in a FIB/SEM. @@ -50,12 +50,21 @@ the x-axis if 1D: To change the current coordinates, click on the pointer (which will be a line or a square depending on the dimensions of the data) and drag it around. It is also possible to move the pointer by using the numpad arrows **when numlock is -on and the spectrum or navigator figure is selected**.When using the numpad +on and the spectrum or navigator figure is selected**. When using the numpad arrows the PageUp and PageDown keys change the size of the step. An extra cursor can be added by pressing the ``e`` key. Pressing ``e`` once more will disable the extra cursor: +In matplotlib, left and right arrow keys are by default set to navigate the +"zoom" history. To avoid the problem of changing zoom while navigating, +Ctrl + arrows can be used instead. + +To navigate navigation dimensions larger than 2, modifier keys can be used. +Ctrl + Shift + left/right, Ctrl + Shift + up/down, Ctrl + Alt + left/right +and Ctrl + Alt + up/down navigates dimensions 2,3,4,5 respectively. These +do not work with the numpad. + .. _second_pointer.png: .. figure:: images/second_pointer.png @@ -69,17 +78,20 @@ can be too small to be dragged or even seen. It is possible to change the size of the cursors by pressing the ``+`` and ``-`` keys **when the navigator window is selected**. -========= ============================= -key function -========= ============================= -e Switch second pointer on/off -Arrows Change coordinates -PageUp Increase step size -PageDown Decrease step size -``+`` Increase pointer size -``-`` Decrease pointer size -``h`` Launch the contrast adjustment tool (only for Signal2D) -========= ============================= +======================= ============================= +key function +======================= ============================= +e Switch second pointer on/off +Arrows Change coordinates for dimensions 0 and 1 (typically x and y) +Ctrl + Arrows As above without also changing zoom +Ctrl + Alt + Arrows Change coordinates for dimensions 2 and 3 +Ctrl + Shift + Arrows Change coordinates for dimensions 4 and 5 +PageUp Increase step size +PageDown Decrease step size +``+`` Increase pointer size +``-`` Decrease pointer size +``h`` Launch the contrast adjustment tool (only for Signal2D) +======================= ============================= To close all the figures run the following command: @@ -150,7 +162,7 @@ arguments are supported as well: .. versionadded:: 1.1.2 -Same options can be passed to the navigator, albeit separatelly, by specifying +Same options can be passed to the navigator, albeit separately, by specifying them as a dictionary in ``navigator_kwds`` argument when plotting: .. code-block:: python @@ -182,11 +194,11 @@ them as a dictionary in ``navigator_kwds`` argument when plotting: .. versionadded:: 0.8.1 When plotting using divergent colormaps, if ``centre_colormap`` is ``True`` -(default) the constrast is automatically adjusted so that zero corresponds to +(default) the contrast is automatically adjusted so that zero corresponds to the center of the colormap (usually white). This can be useful e.g. when displaying images that contain pixels with both positive and negative values. -The following example shows the effect of centering the color map: +The following example shows the effect of centring the color map: .. code-block:: python diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 37738dea02..ff9fa2d00a 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -28,6 +28,7 @@ from hyperspy.misc.utils import isiterable, ordinal from hyperspy.misc.math_tools import isfloat from hyperspy.ui_registry import add_gui_method, get_gui, DISPLAY_DT, TOOLKIT_DT +from hyperspy.defaults_parser import preferences import warnings @@ -925,27 +926,45 @@ def set_signal_dimension(self, value): axis.navigate = tl.pop(0) def key_navigator(self, event): - if len(self.navigation_axes) not in (1, 2): + 'Set hotkeys for controlling the indices of the navigator plot' + + if self.navigation_dimension == 0: + # No hotkeys exist that do anything in this case return - x = self.navigation_axes[0] - try: - if event.key == "right" or event.key == "6": - x.index += self._step - elif event.key == "left" or event.key == "4": - x.index -= self._step - elif event.key == "pageup": - self._step += 1 - elif event.key == "pagedown": - if self._step > 1: - self._step -= 1 - if len(self.navigation_axes) == 2: - y = self.navigation_axes[1] - if event.key == "up" or event.key == "8": - y.index -= self._step - elif event.key == "down" or event.key == "2": - y.index += self._step - except TraitError: - pass + + # keyDict values are (axis_index, direction) + # Using arrow keys without Ctrl will be deprecated in 2.0 + keyDict = { + # axes 0, 1 + **dict.fromkeys(['left', preferences.GUIs.dim0_decrease, '4'], (0, -1)), + **dict.fromkeys(['right', preferences.GUIs.dim0_increase, '6'], (0, +1)), + **dict.fromkeys(['up', preferences.GUIs.dim1_decrease, '8'], (1, -1)), + **dict.fromkeys(['down', preferences.GUIs.dim1_increase, '2'], (1, +1)), + # axes 2, 3 + **dict.fromkeys([preferences.GUIs.dim2_decrease], (2, -1)), + **dict.fromkeys([preferences.GUIs.dim2_increase], (2, +1)), + **dict.fromkeys([preferences.GUIs.dim3_decrease], (3, -1)), + **dict.fromkeys([preferences.GUIs.dim3_increase], (3, +1)), + # axes 4, 5 + **dict.fromkeys([preferences.GUIs.dim4_decrease], (4, -1)), + **dict.fromkeys([preferences.GUIs.dim4_increase], (4, +1)), + **dict.fromkeys([preferences.GUIs.dim5_decrease], (5, -1)), + **dict.fromkeys([preferences.GUIs.dim5_increase], (5, +1)), + } + + if event.key == preferences.GUIs.dim_stepsize_increase: + self._step += 1 + elif event.key == preferences.GUIs.dim_stepsize_decrease: + if self._step > 1: + self._step -= 1 + else: + try: + # may raise keyerror + axes_index, direction = keyDict[event.key] + axes = self.navigation_axes[axes_index] # may raise indexerror + axes.index += direction * self._step # may raise traiterror + except (KeyError, IndexError, TraitError): + pass def copy(self): return copy.copy(self) diff --git a/hyperspy/defaults_parser.py b/hyperspy/defaults_parser.py index 6929afcb90..90af47ce33 100755 --- a/hyperspy/defaults_parser.py +++ b/hyperspy/defaults_parser.py @@ -137,6 +137,62 @@ class GUIs(t.HasTraits): warn_if_guis_are_missing = t.CBool( True, desc="Display warnings, if hyperspy_gui_ipywidgets or hyperspy_gui_traitsui are missing.") + dim0_increase = t.Directory( + 'ctrl+right', + #desc="Hotkey for increasing index in dimension 0" + ) + dim0_decrease = t.Directory( + 'ctrl+left', + #desc="Hotkey for increasing index in dimension 0" + ) + dim1_increase = t.Directory( + 'ctrl+down', + #desc="Hotkey for increasing index in dimension 0" + ) + dim1_decrease = t.Directory( + 'ctrl+up', + #desc="Hotkey for increasing index in dimension 0" + ) + dim2_increase = t.Directory( + 'shift+right', + #desc="Hotkey for increasing index in dimension 0" + ) + dim2_decrease = t.Directory( + 'shift+left', + #desc="Hotkey for increasing index in dimension 0" + ) + dim3_increase = t.Directory( + 'shift+down', + #desc="Hotkey for increasing index in dimension 0" + ) + dim3_decrease = t.Directory( + 'shift+up', + #desc="Hotkey for increasing index in dimension 0" + ) + dim4_increase = t.Directory( + 'ctrl+alt+right', + #desc="Hotkey for increasing index in dimension 0" + ) + dim4_decrease = t.Directory( + 'ctrl+alt+left', + #desc="Hotkey for increasing index in dimension 0" + ) + dim5_increase = t.Directory( + 'ctrl+alt+down', + #desc="Hotkey for increasing index in dimension 0" + ) + dim5_decrease = t.Directory( + 'ctrl+alt+up', + #desc="Hotkey for increasing index in dimension 0" + ) + dim_stepsize_increase = t.Directory( + 'pageup', + #desc="Hotkey for increasing index in dimension 0" + ) + dim_stepsize_decrease = t.Directory( + 'pagedown', + #desc="Hotkey for increasing index in dimension 0" + ) class EDSConfig(t.HasTraits): diff --git a/hyperspy/tests/axes/test_axes_manager.py b/hyperspy/tests/axes/test_axes_manager.py index 92fb347724..43d29cc3ba 100644 --- a/hyperspy/tests/axes/test_axes_manager.py +++ b/hyperspy/tests/axes/test_axes_manager.py @@ -263,3 +263,28 @@ def test_setting_indices_coordinates(): s.axes_manager.indices = (2, 2) assert s.axes_manager.indices == (2, 2) assert m.call_count == 6 + +class TestAxesHotkeys: + + def setup_method(self, method): + s = Signal1D(zeros(7 * (5,))) + self.am = s.axes_manager + + def test_hotkeys_in_six_dimensions(self): + 'Step twice increasing and once decreasing all axes' + + steps=['right', 'right', 'down', 'down', 'ctrl+shift+right', + 'ctrl+shift+right', 'ctrl+shift+down', 'ctrl+shift+down', + 'ctrl+alt+right', 'ctrl+alt+right', 'ctrl+alt+down', + 'ctrl+alt+down', 'left', 'up', 'ctrl+shift+left', 'ctrl+shift+up', + 'ctrl+alt+left', 'ctrl+alt+up'] + + class fake_key_event(): + 'Fake event handler for plot key press' + def __init__(self, key): + self.key=key + + for step in steps: + self.am.key_navigator(fake_key_event(step)) + + assert self.am.indices == (1, 1, 1, 1, 1, 1) \ No newline at end of file From 862fb6d15e4a0ce40119eb451284c38449acc2bd Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 17 Apr 2018 09:16:02 +0200 Subject: [PATCH 044/211] Add Plot tab and simplify shortcut GUI Automatic style corrections courtesy of autopep8 --- hyperspy/defaults_parser.py | 79 +++++++++++-------------------------- 1 file changed, 23 insertions(+), 56 deletions(-) diff --git a/hyperspy/defaults_parser.py b/hyperspy/defaults_parser.py index 90af47ce33..6d26ad42b9 100755 --- a/hyperspy/defaults_parser.py +++ b/hyperspy/defaults_parser.py @@ -137,62 +137,24 @@ class GUIs(t.HasTraits): warn_if_guis_are_missing = t.CBool( True, desc="Display warnings, if hyperspy_gui_ipywidgets or hyperspy_gui_traitsui are missing.") - dim0_increase = t.Directory( - 'ctrl+right', - #desc="Hotkey for increasing index in dimension 0" - ) - dim0_decrease = t.Directory( - 'ctrl+left', - #desc="Hotkey for increasing index in dimension 0" - ) - dim1_increase = t.Directory( - 'ctrl+down', - #desc="Hotkey for increasing index in dimension 0" - ) - dim1_decrease = t.Directory( - 'ctrl+up', - #desc="Hotkey for increasing index in dimension 0" - ) - dim2_increase = t.Directory( - 'shift+right', - #desc="Hotkey for increasing index in dimension 0" - ) - dim2_decrease = t.Directory( - 'shift+left', - #desc="Hotkey for increasing index in dimension 0" - ) - dim3_increase = t.Directory( - 'shift+down', - #desc="Hotkey for increasing index in dimension 0" - ) - dim3_decrease = t.Directory( - 'shift+up', - #desc="Hotkey for increasing index in dimension 0" - ) - dim4_increase = t.Directory( - 'ctrl+alt+right', - #desc="Hotkey for increasing index in dimension 0" - ) - dim4_decrease = t.Directory( - 'ctrl+alt+left', - #desc="Hotkey for increasing index in dimension 0" - ) - dim5_increase = t.Directory( - 'ctrl+alt+down', - #desc="Hotkey for increasing index in dimension 0" - ) - dim5_decrease = t.Directory( - 'ctrl+alt+up', - #desc="Hotkey for increasing index in dimension 0" - ) - dim_stepsize_increase = t.Directory( - 'pageup', - #desc="Hotkey for increasing index in dimension 0" - ) - dim_stepsize_decrease = t.Directory( - 'pagedown', - #desc="Hotkey for increasing index in dimension 0" - ) + + +class PlotConfig(t.HasTraits): + dim0_increase = t.Str('right', + #desc="Hotkey for increasing index in dimension 0" + ) + dim0_decrease = t.Str('left', + #desc="Hotkey for increasing index in dimension 0" + ) + dim1_increase = t.Str('down', + #desc="Hotkey for increasing index in dimension 0" + ) + dim1_decrease = t.Str('up', + #desc="Hotkey for increasing index in dimension 0" + ) + dim_modifier0 = t.Enum(['ctrl', 'alt', 'shift']) # 0 elem is default + dim_modifier1 = t.Enum(['shift', 'alt', 'ctrl']) # 0 elem is default + dim_modifier2 = t.Enum(['alt', 'ctrl', 'shift']) # 0 elem is default class EDSConfig(t.HasTraits): @@ -221,6 +183,7 @@ class EDSConfig(t.HasTraits): 'GUIs': GUIs(), 'EELS': EELSConfig(), 'EDS': EDSConfig(), + 'Plot': PlotConfig(), } # Set the enums defaults @@ -256,6 +219,7 @@ def dictionary_from_template(template): dictionary[section] = traited_class.get() return dictionary + config = configparser.ConfigParser(allow_no_value=True) template2config(template, config) rewrite = False @@ -291,17 +255,20 @@ class Preferences(t.HasTraits): EDS = t.Instance(EDSConfig) General = t.Instance(GeneralConfig) GUIs = t.Instance(GUIs) + Plot = t.Instance(PlotConfig) def save(self): config = configparser.ConfigParser(allow_no_value=True) template2config(template, config) config.write(open(defaults_file, 'w')) + preferences = Preferences( EELS=template['EELS'], EDS=template['EDS'], General=template['General'], GUIs=template['GUIs'], + Plot=template['Plot'], ) if preferences.General.logger_on: From be0e1e5321e4f1917248fc25032325edb6be7c39 Mon Sep 17 00:00:00 2001 From: Thomas Aarholt Date: Tue, 17 Apr 2018 11:34:29 +0200 Subject: [PATCH 045/211] Clearer preferences support and working hotkeys with modifiers --- hyperspy/axes.py | 45 +++++++++++++++++++++++++------------ hyperspy/defaults_parser.py | 33 ++++++++++++++------------- 2 files changed, 49 insertions(+), 29 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index ff9fa2d00a..ff4381068e 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -934,27 +934,44 @@ def key_navigator(self, event): # keyDict values are (axis_index, direction) # Using arrow keys without Ctrl will be deprecated in 2.0 + mod01 = preferences.Plot.modifier_dims_01 + mod23 = preferences.Plot.modifier_dims_23 + mod45 = preferences.Plot.modifier_dims_45 + + dim0_decrease = mod01 + '+' + preferences.Plot.dims_024_decrease + dim0_increase = mod01 + '+' + preferences.Plot.dims_024_increase + dim1_decrease = mod01 + '+' + preferences.Plot.dims_135_decrease + dim1_increase = mod01 + '+' + preferences.Plot.dims_135_increase + dim2_decrease = mod23 + '+' + preferences.Plot.dims_024_decrease + dim2_increase = mod23 + '+' + preferences.Plot.dims_024_increase + dim3_decrease = mod23 + '+' + preferences.Plot.dims_135_decrease + dim3_increase = mod23 + '+' + preferences.Plot.dims_135_increase + dim4_decrease = mod45 + '+' + preferences.Plot.dims_024_decrease + dim4_increase = mod45 + '+' + preferences.Plot.dims_024_increase + dim5_decrease = mod45 + '+' + preferences.Plot.dims_135_decrease + dim5_increase = mod45 + '+' + preferences.Plot.dims_135_increase + keyDict = { # axes 0, 1 - **dict.fromkeys(['left', preferences.GUIs.dim0_decrease, '4'], (0, -1)), - **dict.fromkeys(['right', preferences.GUIs.dim0_increase, '6'], (0, +1)), - **dict.fromkeys(['up', preferences.GUIs.dim1_decrease, '8'], (1, -1)), - **dict.fromkeys(['down', preferences.GUIs.dim1_increase, '2'], (1, +1)), + **dict.fromkeys(['left', dim0_decrease, '4'], (0, -1)), + **dict.fromkeys(['right', dim0_increase, '6'], (0, +1)), + **dict.fromkeys(['up', dim1_decrease, '8'], (1, -1)), + **dict.fromkeys(['down', dim1_increase, '2'], (1, +1)), # axes 2, 3 - **dict.fromkeys([preferences.GUIs.dim2_decrease], (2, -1)), - **dict.fromkeys([preferences.GUIs.dim2_increase], (2, +1)), - **dict.fromkeys([preferences.GUIs.dim3_decrease], (3, -1)), - **dict.fromkeys([preferences.GUIs.dim3_increase], (3, +1)), + **dict.fromkeys([dim2_decrease], (2, -1)), + **dict.fromkeys([dim2_increase], (2, +1)), + **dict.fromkeys([dim3_decrease], (3, -1)), + **dict.fromkeys([dim3_increase], (3, +1)), # axes 4, 5 - **dict.fromkeys([preferences.GUIs.dim4_decrease], (4, -1)), - **dict.fromkeys([preferences.GUIs.dim4_increase], (4, +1)), - **dict.fromkeys([preferences.GUIs.dim5_decrease], (5, -1)), - **dict.fromkeys([preferences.GUIs.dim5_increase], (5, +1)), + **dict.fromkeys([dim4_decrease], (4, -1)), + **dict.fromkeys([dim4_increase], (4, +1)), + **dict.fromkeys([dim5_decrease], (5, -1)), + **dict.fromkeys([dim5_increase], (5, +1)), } - if event.key == preferences.GUIs.dim_stepsize_increase: + if event.key == 'pageup': self._step += 1 - elif event.key == preferences.GUIs.dim_stepsize_decrease: + elif event.key == 'pagedown': if self._step > 1: self._step -= 1 else: diff --git a/hyperspy/defaults_parser.py b/hyperspy/defaults_parser.py index 6d26ad42b9..e9132a44f2 100755 --- a/hyperspy/defaults_parser.py +++ b/hyperspy/defaults_parser.py @@ -140,21 +140,24 @@ class GUIs(t.HasTraits): class PlotConfig(t.HasTraits): - dim0_increase = t.Str('right', - #desc="Hotkey for increasing index in dimension 0" - ) - dim0_decrease = t.Str('left', - #desc="Hotkey for increasing index in dimension 0" - ) - dim1_increase = t.Str('down', - #desc="Hotkey for increasing index in dimension 0" - ) - dim1_decrease = t.Str('up', - #desc="Hotkey for increasing index in dimension 0" - ) - dim_modifier0 = t.Enum(['ctrl', 'alt', 'shift']) # 0 elem is default - dim_modifier1 = t.Enum(['shift', 'alt', 'ctrl']) # 0 elem is default - dim_modifier2 = t.Enum(['alt', 'ctrl', 'shift']) # 0 elem is default + dims_024_increase = t.Str('right', + label='Navigate right' + ) + dims_024_decrease = t.Str('left', + label='Navigate left', + ) + dims_135_increase = t.Str('down', + label='Navigate down', + ) + dims_135_decrease = t.Str('up', + label='Navigate up', + ) + modifier_dims_01 = t.Enum(['ctrl', 'alt', 'shift', 'ctrl+alt', 'ctrl+shift', 'alt+shift', + 'ctrl+alt+shift'], label='Modifier key for 1st and 2nd dimensions') # 0 elem is default + modifier_dims_23 = t.Enum(['shift', 'alt', 'ctrl', 'ctrl+alt', 'ctrl+shift', 'alt+shift', + 'ctrl+alt+shift'], label='Modifier key for 3rd and 4th dimensions') # 0 elem is default + modifier_dims_45 = t.Enum(['alt', 'ctrl', 'shift', 'ctrl+alt', 'ctrl+shift', 'alt+shift', + 'ctrl+alt+shift'], label='Modifier key for 5th and 6th dimensions') # 0 elem is default class EDSConfig(t.HasTraits): From d51f503b869d8292ca8c8cc2a9ffd3194f912a4c Mon Sep 17 00:00:00 2001 From: Thomas Aarholt Date: Tue, 17 Apr 2018 11:51:08 +0200 Subject: [PATCH 046/211] Fixed test and docs --- doc/user_guide/visualisation.rst | 22 ++++++++------- hyperspy/tests/axes/test_axes_manager.py | 35 ++++++++++++++++++------ 2 files changed, 39 insertions(+), 18 deletions(-) diff --git a/doc/user_guide/visualisation.rst b/doc/user_guide/visualisation.rst index 39887e44c6..452451bb63 100644 --- a/doc/user_guide/visualisation.rst +++ b/doc/user_guide/visualisation.rst @@ -50,21 +50,24 @@ the x-axis if 1D: To change the current coordinates, click on the pointer (which will be a line or a square depending on the dimensions of the data) and drag it around. It is also possible to move the pointer by using the numpad arrows **when numlock is -on and the spectrum or navigator figure is selected**. When using the numpad -arrows the PageUp and PageDown keys change the size of the step. +on and the spectrum or navigator figure is selected**. When using the keyboard +arrows the PageUp and PageDown keys change the stepsize. An extra cursor can be added by pressing the ``e`` key. Pressing ``e`` once more will disable the extra cursor: In matplotlib, left and right arrow keys are by default set to navigate the "zoom" history. To avoid the problem of changing zoom while navigating, -Ctrl + arrows can be used instead. +Ctrl + arrows can be used instead. Navigating without using the modifier keys +will be deprecated in version 2.0. To navigate navigation dimensions larger than 2, modifier keys can be used. -Ctrl + Shift + left/right, Ctrl + Shift + up/down, Ctrl + Alt + left/right -and Ctrl + Alt + up/down navigates dimensions 2,3,4,5 respectively. These -do not work with the numpad. +The defaults are Shift + left/right and Shift + up/down, (Alt + left/right and Alt + up/down) +for navigating dimensions 2 and 3 (4 and 5) respectively. Modifier keys do not work with the numpad. +Hotkeys and modifier keys for navigating the plot can be set in the ``hs.preferences.gui()``. +Note that some combinations will not work for all platforms, as some systems reserve them for +other purposes. .. _second_pointer.png: .. figure:: images/second_pointer.png @@ -82,10 +85,9 @@ keys **when the navigator window is selected**. key function ======================= ============================= e Switch second pointer on/off -Arrows Change coordinates for dimensions 0 and 1 (typically x and y) -Ctrl + Arrows As above without also changing zoom -Ctrl + Alt + Arrows Change coordinates for dimensions 2 and 3 -Ctrl + Shift + Arrows Change coordinates for dimensions 4 and 5 +Ctrl + Arrows Change coordinates for dimensions 0 and 1 (typically x and y) +Shift + Arrows Change coordinates for dimensions 2 and 3 +Alt + Arrows Change coordinates for dimensions 4 and 5 PageUp Increase step size PageDown Decrease step size ``+`` Increase pointer size diff --git a/hyperspy/tests/axes/test_axes_manager.py b/hyperspy/tests/axes/test_axes_manager.py index 43d29cc3ba..9629ba3560 100644 --- a/hyperspy/tests/axes/test_axes_manager.py +++ b/hyperspy/tests/axes/test_axes_manager.py @@ -21,7 +21,8 @@ from hyperspy.axes import AxesManager from hyperspy.signals import BaseSignal, Signal1D, Signal2D -from numpy import arange +from hyperspy.defaults_parser import preferences +from numpy import arange, zeros class TestAxesManager: @@ -264,6 +265,7 @@ def test_setting_indices_coordinates(): assert s.axes_manager.indices == (2, 2) assert m.call_count == 6 + class TestAxesHotkeys: def setup_method(self, method): @@ -273,18 +275,35 @@ def setup_method(self, method): def test_hotkeys_in_six_dimensions(self): 'Step twice increasing and once decreasing all axes' - steps=['right', 'right', 'down', 'down', 'ctrl+shift+right', - 'ctrl+shift+right', 'ctrl+shift+down', 'ctrl+shift+down', - 'ctrl+alt+right', 'ctrl+alt+right', 'ctrl+alt+down', - 'ctrl+alt+down', 'left', 'up', 'ctrl+shift+left', 'ctrl+shift+up', - 'ctrl+alt+left', 'ctrl+alt+up'] + mod01 = preferences.Plot.modifier_dims_01 + mod23 = preferences.Plot.modifier_dims_23 + mod45 = preferences.Plot.modifier_dims_45 + + dim0_decrease = mod01 + '+' + preferences.Plot.dims_024_decrease + dim0_increase = mod01 + '+' + preferences.Plot.dims_024_increase + dim1_decrease = mod01 + '+' + preferences.Plot.dims_135_decrease + dim1_increase = mod01 + '+' + preferences.Plot.dims_135_increase + dim2_decrease = mod23 + '+' + preferences.Plot.dims_024_decrease + dim2_increase = mod23 + '+' + preferences.Plot.dims_024_increase + dim3_decrease = mod23 + '+' + preferences.Plot.dims_135_decrease + dim3_increase = mod23 + '+' + preferences.Plot.dims_135_increase + dim4_decrease = mod45 + '+' + preferences.Plot.dims_024_decrease + dim4_increase = mod45 + '+' + preferences.Plot.dims_024_increase + dim5_decrease = mod45 + '+' + preferences.Plot.dims_135_decrease + dim5_increase = mod45 + '+' + preferences.Plot.dims_135_increase + + steps = [dim0_increase, dim0_increase, dim0_decrease, dim1_increase, + dim1_increase, dim1_decrease, dim2_increase, dim2_increase, dim2_decrease, + dim3_increase, dim3_increase, dim3_decrease, dim4_increase, + dim4_increase, dim4_decrease, dim5_increase, dim5_increase, dim5_decrease] class fake_key_event(): 'Fake event handler for plot key press' + def __init__(self, key): - self.key=key + self.key = key for step in steps: self.am.key_navigator(fake_key_event(step)) - assert self.am.indices == (1, 1, 1, 1, 1, 1) \ No newline at end of file + assert self.am.indices == (1, 1, 1, 1, 1, 1) From ebe3110b5ca946f3ec80fadd49e868e4c9489d18 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 24 Apr 2018 19:22:02 +0100 Subject: [PATCH 047/211] Fix typos, thanks @k8macarthur. --- hyperspy/axes.py | 28 ++++++++++++++-------------- hyperspy/io_plugins/blockfile.py | 2 +- 2 files changed, 15 insertions(+), 15 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 7e4316eee2..96c4cbc2f9 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -89,7 +89,7 @@ def _ignore_conversion(self, units): def _convert_compact_units(self, factor=0.25, inplace=True): """ Convert units to "human-readable" units, which means with a convenient prefix. `factor` is a adjustage factor used to - determine the prefix of the units (in combinaison with the size of + determine the prefix of the units (in combination with the size of the axis). See to_compact() method of the pint library for details. """ if self._ignore_conversion(self.units): @@ -125,15 +125,15 @@ def _convert_units(self, converted_units, inplace=True): return scale, offset, units def convert_to_units(self, units=None, inplace=True, factor=0.25): - """ Convert the scale and the units of the current axis. If the units - is not supported by the pint library, the scale and units are not - changed. + """ Convert the scale and the units of the current axis. If the unit + of measure is not supported by the pint library, the scale and units + are not changed. Parameters ---------- units : {str | None} Default = None - If str, the axis will converted to the provided units. + If str, the axis will be converted to the provided units. If `None`, the scale and the units are converted to the appropriate scale and units to avoid displaying scalebar with >3 digits or too small number. This can be tweaked by the `factor` argument. @@ -141,8 +141,8 @@ def convert_to_units(self, units=None, inplace=True, factor=0.25): If `True`, convert the axis in place. if `False` return the `scale`, `offset` and `units`. factor : float - `factor` is a adjustage factor used to determine the prefix of the - units (in combinaison with the size of the axis). + 'factor' an adjustable value used to determine the prefix of the + units. """ if units is None: out = self._convert_compact_units(factor, inplace=inplace) @@ -999,15 +999,15 @@ def _on_offset_changed(self): def convert_units(self, axes=None, units=None, same_units=True, factor=0.25): - """ Convert the scale and the units of the selected axes. If the units - is not supported by the pint library, the scale and units are not - changed. + """ Convert the scale and the units of the selected axes. If the unit + of measure is not supported by the pint library, the scale and units + are not changed. Parameters ---------- axes : {int | string | iterable of `DataAxis` | None} Default = None - Convert to the convenient scale and units on the specified axis. + Convert to a convenient scale and units on the specified axis. If int, the axis can be specified using the index of the axis in `axes_manager`. If string, argument can be `navigation` or `signal` to select the @@ -1016,7 +1016,7 @@ def convert_units(self, axes=None, units=None, same_units=True, units : {list of string of the same length than axes | str | None} Default = None If list, the selected axes will be converted to the provided units. - If str, the navigation or signal axes will converted to the + If str, the navigation or signal axes will be converted to the provided units. If `None`, the scale and the units are converted to the appropriate scale and units to avoid displaying scalebar with >3 digits or too @@ -1028,8 +1028,8 @@ def convert_units(self, axes=None, units=None, same_units=True, first axis is used for all axes. If `False`, convert all axes individually. factor : float - `factor` is a adjustage factor used to determine the prefix of the - units (in combinaison with the size of each axis). + 'factor' an adjustable value used to determine the prefix of the + units. """ convert_navigation = convert_signal = True diff --git a/hyperspy/io_plugins/blockfile.py b/hyperspy/io_plugins/blockfile.py index bd967be599..80d01b32aa 100644 --- a/hyperspy/io_plugins/blockfile.py +++ b/hyperspy/io_plugins/blockfile.py @@ -108,7 +108,7 @@ def get_header_from_signal(signal, endianess='<'): else: note = '' # The navigation and signal units are 'nm' and 'cm', respectively, so we - # convert the units according before saving the signal + # convert the units accordingly before saving the signal axes_manager = signal.axes_manager.deepcopy() axes_manager.convert_units('navigation', 'nm') axes_manager.convert_units('signal', 'cm') From 18cd3a8a9f9a4f9f4b6f3191944ba58624c3a293 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Fri, 27 Apr 2018 18:04:28 +0100 Subject: [PATCH 048/211] Speed up reading chunked data from velox emd file: to read a hdf5 chunked dataset efficiently, we needs to create the numpy array before hand and to fill it with the `read_direct` method of the h5py dataset. --- hyperspy/io_plugins/emd.py | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index 3493c0d82a..6795048c8f 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -480,7 +480,7 @@ def _get_keys_from_group(group): def _parse_sub_data_group_metadata(sub_data_group): - metadata_array = sub_data_group['Metadata'][:].T[0] + metadata_array = sub_data_group['Metadata'][:, 0].T mdata_string = metadata_array.tostring().decode("utf-8") return json.loads(mdata_string.rstrip('\x00')) @@ -552,7 +552,7 @@ def _read_data(self, select_type): elif select_type is None: pass else: - raise ValueError("`select_type` parameter takes only: `None`, ", + raise ValueError("`select_type` parameter takes only: `None`, " "'single_spectrum', 'images' or 'spectrum_image'.") if self.im_type == 'Image': @@ -681,7 +681,11 @@ def _read_image(self, image_group, image_sub_group_key): chunks=h5data.chunks), axes=[2, 0, 1]) else: - data = np.rollaxis(np.array(h5data), axis=2) + # Preallocate the numpy array and use read_direct method, which is + # much faster in case of chunked data. + data = np.empty(h5data.shape) + h5data.read_direct(data) + data = np.rollaxis(data, axis=2) pix_scale = original_metadata['BinaryResult'].get( 'PixelSize', {'height': 1.0, 'width': 1.0}) @@ -791,6 +795,8 @@ def _parse_metadata_group(self, group, group_name): self.original_metadata.update({group_name: d}) def _read_spectrum_stream(self): + if not self.load_SI: + return self.detector_name = 'EDS' # Try to read the number of frames from Data/SpectrumImage try: From b90d697b786b5fa4c7ef0e4eaecf2796e749e561 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Sun, 29 Apr 2018 00:20:42 +0100 Subject: [PATCH 049/211] Fix #1524: test time zone only on system where the locale is set to 'en_BG' or 'en_US'. --- hyperspy/tests/misc/test_date_time_tools.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/hyperspy/tests/misc/test_date_time_tools.py b/hyperspy/tests/misc/test_date_time_tools.py index 1be49df4e5..66fae68239 100644 --- a/hyperspy/tests/misc/test_date_time_tools.py +++ b/hyperspy/tests/misc/test_date_time_tools.py @@ -102,7 +102,9 @@ def test_update_date_time_in_metadata(): md12 = dtt.update_date_time_in_metadata(dt1, md.deepcopy()) assert_deep_almost_equal(md12.General.date, md1.General.date) assert_deep_almost_equal(md12.General.time, md1.General.time) - assert md12.General.time_zone in ('UTC', 'Coordinated Universal Time') + import locale + if locale.getlocale()[0] in ['en_GB', 'en_US']: + assert md12.General.time_zone in ('UTC', 'Coordinated Universal Time') md13 = dtt.update_date_time_in_metadata(iso2, md.deepcopy()) assert_deep_almost_equal(md13.General.date, md2.General.date) From a9bdbb46ece6e947366ca286dbdf0647132c1d19 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 8 May 2018 22:39:15 +0100 Subject: [PATCH 050/211] Set axes_manager to line before adding line to figure. Update line only when necessary to avoid raising a blitting error. --- hyperspy/signal_tools.py | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index 9758e2e812..9545f9ba9d 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -299,13 +299,13 @@ def turn_diff_line_on(self, diff_order): self.signal._plot.signal_plot.create_right_axis() self.smooth_diff_line = drawing.signal1d.Signal1DLine() + self.smooth_diff_line.axes_manager = self.signal.axes_manager self.smooth_diff_line.data_function = self.diff_model2plot self.smooth_diff_line.set_line_properties( color=self.line_color_rgb, type='line') self.signal._plot.signal_plot.add_line(self.smooth_diff_line, ax='right') - self.smooth_diff_line.axes_manager = self.signal.axes_manager def _line_color_ipy_changed(self): if hasattr(self, "line_color"): @@ -320,13 +320,14 @@ def turn_diff_line_off(self): self.smooth_diff_line = None def _differential_order_changed(self, old, new): - if old == 0: - self.turn_diff_line_on(new) - self.smooth_diff_line.plot() if new == 0: self.turn_diff_line_off() return - self.smooth_diff_line.update(force_replot=False) + if old == 0: + self.turn_diff_line_on(new) + self.smooth_diff_line.plot() + else: + self.smooth_diff_line.update(force_replot=False) def _line_color_changed(self, old, new): self.smooth_line.line_properties = { From 284cc94c664c5e8992cca684f0a2f17109c626f8 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 8 May 2018 22:44:41 +0100 Subject: [PATCH 051/211] Make `is_active` a property of MPL_HyperExplorer. --- hyperspy/drawing/mpl_he.py | 3 ++- hyperspy/model.py | 2 +- hyperspy/models/model1d.py | 10 +++------- hyperspy/signal.py | 4 ++-- hyperspy/signal_tools.py | 20 ++++++++------------ 5 files changed, 16 insertions(+), 23 deletions(-) diff --git a/hyperspy/drawing/mpl_he.py b/hyperspy/drawing/mpl_he.py index 6a15e4803e..98bbbfa13e 100644 --- a/hyperspy/drawing/mpl_he.py +++ b/hyperspy/drawing/mpl_he.py @@ -146,8 +146,9 @@ def close_navigator_plot(self): if self.navigator_plot: self.navigator_plot.close() + @property def is_active(self): - if self.signal_plot and self.signal_plot.figure: + if self.signal_plot and self.signal_plot.figure is not None: return True else: return False diff --git a/hyperspy/model.py b/hyperspy/model.py index 441471546c..de1433de56 100644 --- a/hyperspy/model.py +++ b/hyperspy/model.py @@ -548,7 +548,7 @@ def _as_signal_iter(self, component_list=None, out_of_range_to_nan=True, @property def _plot_active(self): - if self._plot is not None and self._plot.is_active() is True: + if self._plot is not None and self._plot.is_active: return True else: return False diff --git a/hyperspy/models/model1d.py b/hyperspy/models/model1d.py index e92a7a9388..dff1fac50f 100644 --- a/hyperspy/models/model1d.py +++ b/hyperspy/models/model1d.py @@ -53,11 +53,8 @@ def __init__(self, model, component, signal_range=None, self.fit_kwargs = kwargs self.only_current = only_current if signal_range == "interactive": - if not hasattr(self.model, '_plot'): - self.model.plot() - elif self.model._plot is None: - self.model.plot() - elif self.model._plot.is_active() is False: + if (not hasattr(self.model, '_plot') or self.model._plot is None or + not self.model._plot.is_active): self.model.plot() self.span_selector_switch(on=True) @@ -781,8 +778,7 @@ def enable_adjust_position( disable_adjust_position """ - if (self._plot is None or - self._plot.is_active() is False): + if self._plot is None or not self._plot.is_active: self.plot() if self._position_widgets: self.disable_adjust_position() diff --git a/hyperspy/signal.py b/hyperspy/signal.py index e90b14fcf4..5abb5958ad 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2138,12 +2138,12 @@ def save(self, filename=None, overwrite=None, extension=None, def _replot(self): if self._plot is not None: - if self._plot.is_active() is True: + if self._plot.is_active: self.plot() def update_plot(self): if self._plot is not None: - if self._plot.is_active() is True: + if self._plot.is_active: if self._plot.signal_plot is not None: self._plot.signal_plot.update() if self._plot.navigator_plot is not None: diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index 9545f9ba9d..affe57be61 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -57,7 +57,7 @@ def on_disabling_span_selector(self): pass def span_selector_switch(self, on): - if not self.signal._plot.is_active(): + if not self.signal._plot.is_active: return if on is True: @@ -73,7 +73,7 @@ def span_selector_switch(self, on): self.span_selector = None def update_span_selector_traits(self, *args, **kwargs): - if not self.signal._plot.is_active(): + if not self.signal._plot.is_active: return self.ss_left_value = self.span_selector.rect.get_x() self.ss_right_value = self.ss_left_value + \ @@ -135,7 +135,7 @@ def draw(self): self.signal._plot.signal_plot.figure.canvas.draw_idle() def switch_on_off(self, obj, trait_name, old, new): - if not self.signal._plot.is_active(): + if not self.signal._plot.is_active: return if new is True and old is False: @@ -152,7 +152,7 @@ def switch_on_off(self, obj, trait_name, old, new): self.draw() def update_position(self, *args, **kwargs): - if not self.signal._plot.is_active(): + if not self.signal._plot.is_active: return self.position = self.axes_manager.coordinates[0] @@ -269,8 +269,7 @@ def __init__(self, signal): self.plot() def plot(self): - if self.signal._plot is None or not \ - self.signal._plot.is_active(): + if self.signal._plot is None or not self.signal._plot.is_active: self.signal.plot() hse = self.signal._plot l1 = hse.signal_plot.ax_lines[0] @@ -343,7 +342,7 @@ def diff_model2plot(self, axes_manager=None): return smoothed def close(self): - if self.signal._plot.is_active(): + if self.signal._plot.is_active: if self.differential_order != 0: self.turn_diff_line_off() self.smooth_line.close() @@ -608,11 +607,8 @@ def __init__(self, signal, signal_range=None): self.signal = signal self.axis = self.signal.axes_manager.signal_axes[0] self.span_selector = None - if not hasattr(self.signal, '_plot'): - self.signal.plot() - elif self.signal._plot is None: - self.signal.plot() - elif self.signal._plot.is_active() is False: + if (not hasattr(self.signal, '_plot') or self.signal._plot is None or + not self.signal._plot.is_active): self.signal.plot() self.span_selector_switch(on=True) From 4d34fcf9c6a8b164221164ace32b769857c1fd54 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 9 May 2018 10:40:50 +0100 Subject: [PATCH 052/211] Changing the line color of the smoothing tool raises an matplotlib AttributeError when running from a script with canvas supporting blit. This is due to a too early call of `draw_artist`, which occurs before the figure has been rendered. Catch the error and just pass. --- hyperspy/signal_tools.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index affe57be61..699feab4a2 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -334,7 +334,12 @@ def _line_color_changed(self, old, new): if self.smooth_diff_line is not None: self.smooth_diff_line.line_properties = { 'color': self.line_color_rgb} - self.update_lines() + try: + # it seems that changing the properties can be done before the + # first rendering event, which can cause issue with blitting + self.update_lines() + except AttributeError: + pass def diff_model2plot(self, axes_manager=None): smoothed = np.diff(self.model2plot(axes_manager), @@ -607,8 +612,8 @@ def __init__(self, signal, signal_range=None): self.signal = signal self.axis = self.signal.axes_manager.signal_axes[0] self.span_selector = None - if (not hasattr(self.signal, '_plot') or self.signal._plot is None or - not self.signal._plot.is_active): + if (not hasattr(self.signal, '_plot') or self.signal._plot is None or + not self.signal._plot.is_active): self.signal.plot() self.span_selector_switch(on=True) From df5672bdb11b6caf3326c7ead945154df3923af7 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 16 May 2018 11:14:30 +0100 Subject: [PATCH 053/211] Fix issue with applying function on masked data, when no navigation axis is present and no axis is provided to the function. The fix makes masked data and non-masked data behaving consistently. --- hyperspy/signal.py | 14 +++++++++++++- hyperspy/tests/signal/test_tools.py | 11 +++++++++++ 2 files changed, 24 insertions(+), 1 deletion(-) diff --git a/hyperspy/signal.py b/hyperspy/signal.py index bbbe2187e3..fcc1ce6c1c 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2756,6 +2756,7 @@ def _ma_workaround(self, s, function, axes, ar_axes, out): # the axes since the function will consume it/them. if not np.iterable(ar_axes): ar_axes = (ar_axes,) + ar_axes = sorted(ar_axes) new_shape = list(self.data.shape) for index in ar_axes[1:]: @@ -2782,11 +2783,22 @@ def _apply_function_on_data_and_remove_axis(self, function, axes, axes = self.axes_manager[axes] if not np.iterable(axes): axes = (axes,) + # Use out argument in numpy function when available for operations that # do not return scalars in numpy. np_out = not len(self.axes_manager._axes) == len(axes) ar_axes = tuple(ax.index_in_array for ax in axes) - if len(ar_axes) == 1: + + if len(ar_axes) == 0: + # no axes is provided, so no operation needs to be done but we + # still need to finished the execution of the function properly. + if out: + out.data[:] = self.data + out.events.data_changed.trigger(obj=out) + return + else: + return self + elif len(ar_axes) == 1: ar_axes = ar_axes[0] s = out or self._deepcopy_with_new_data(None) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index d8aed138dc..c235ed79fb 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -745,6 +745,17 @@ def test_masked_array_sum(self): sr = s.sum(axis=('x', 'z',)) np.testing.assert_array_equal(sr.data.sum(), (~mask).sum()) + @pytest.mark.parametrize('mask', (True, False)) + def test_sum_no_navigation_axis(self, mask): + s = signals.Signal1D(np.arange(100)) + if mask: + s.data = np.ma.masked_array(s.data, mask=(s < 50)) + # Since s haven't any navigation axis, it returns the same signal as + # default + np.testing.assert_array_equal(s, s.sum()) + # When we specify an axis, it actually takes the sum. + np.testing.assert_array_equal(s.data.sum(), s.sum(axis=0)) + def test_masked_arrays_out(self): s = self.s if s._lazy: From ff9d07b303fe948fd7ca7977342138c30765f4ab Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Wed, 23 May 2018 11:47:21 +0200 Subject: [PATCH 054/211] ENH new method to select and replot one axis in figures with multiple axes --- hyperspy/drawing/utils.py | 48 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 48 insertions(+) diff --git a/hyperspy/drawing/utils.py b/hyperspy/drawing/utils.py index 2486364790..bd01bfda6c 100644 --- a/hyperspy/drawing/utils.py +++ b/hyperspy/drawing/utils.py @@ -415,6 +415,7 @@ def plot_images(images, aspect='auto', min_asp=0.1, namefrac_thresh=0.4, + axes_replot=True, fig=None, vmin=None, vmax=None, @@ -523,6 +524,9 @@ def plot_images(images, encourage shortening of titles by auto-labeling, while larger values will require more overlap in titles before activing the auto-label code. + axes_replot : bool, optional + If True, allows to select and replot an axis from the figure. This + creates a new figure with only this axis. True by default. fig : mpl figure, optional If set, the images will be plotted to an existing MPL figure vmin, vmax : scalar or list of scalar, optional, default: None @@ -1008,6 +1012,9 @@ def _check_arg(arg, default_value, arg_name): if padding is not None: plt.subplots_adjust(**padding) + if axes_replot: + replot_axes(figure=f) + return axes_list @@ -1341,6 +1348,47 @@ def onpick(event): figure.canvas.mpl_connect('pick_event', onpick) +def replot_axes(figure='last'): + """Select and replot an axis from a figure. The axis can be selected by + clicking, this triggers a replotting of the axis in a new figure. + + Parameters + ---------- + figure: 'last' | matplotlib.figure + If 'last' pick the last figure + + Note + ---- + Code inspired on https://stackoverflow.com/a/45812071 + """ + if figure == 'last': + fig = plt.gcf() + else: + fig = figure + + def on_click(event): + from pickle import dump, load + from io import BytesIO + + if not event.inaxes: return + inx = list(fig.axes).index(event.inaxes) + buf = BytesIO() + dump(fig, buf) + buf.seek(0) + fig2 = load(buf) + + for i, ax in enumerate(fig2.axes): + if i != inx: + fig2.delaxes(ax) + else: + axes=ax + + dummy = fig2.add_subplot(111) + axes.set_position(dummy.get_position()) + dummy.remove() + fig2.show() + + fig.canvas.mpl_connect('button_press_event', on_click) def plot_histograms(signal_list, bins='freedman', From 7bb12268c95af73628e7513b2a81fddb1ea0f3ee Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Wed, 23 May 2018 16:02:37 +0200 Subject: [PATCH 055/211] ENH event triggered on double click. Now compatible with zoom and pan. --- hyperspy/drawing/utils.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/hyperspy/drawing/utils.py b/hyperspy/drawing/utils.py index bd01bfda6c..00a57b5925 100644 --- a/hyperspy/drawing/utils.py +++ b/hyperspy/drawing/utils.py @@ -1350,7 +1350,7 @@ def onpick(event): def replot_axes(figure='last'): """Select and replot an axis from a figure. The axis can be selected by - clicking, this triggers a replotting of the axis in a new figure. + double clicking, this triggers a replotting of the axis in a new figure. Parameters ---------- @@ -1366,11 +1366,12 @@ def replot_axes(figure='last'): else: fig = figure - def on_click(event): + def on_dblclick(event): from pickle import dump, load from io import BytesIO if not event.inaxes: return + if not event.dblclick: return inx = list(fig.axes).index(event.inaxes) buf = BytesIO() dump(fig, buf) @@ -1388,7 +1389,7 @@ def on_click(event): dummy.remove() fig2.show() - fig.canvas.mpl_connect('button_press_event', on_click) + fig.canvas.mpl_connect('button_press_event', on_dblclick) def plot_histograms(signal_list, bins='freedman', From 1a04e4d95d5a5c6109c0dd523ff3272d1b6ab7dc Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Sun, 20 May 2018 19:26:19 +0100 Subject: [PATCH 056/211] Fix #1954, the inner circle of the CircleROI was broken. --- hyperspy/drawing/_widgets/circle.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/hyperspy/drawing/_widgets/circle.py b/hyperspy/drawing/_widgets/circle.py index 1a3ab2bbab..e1e255dada 100644 --- a/hyperspy/drawing/_widgets/circle.py +++ b/hyperspy/drawing/_widgets/circle.py @@ -152,6 +152,13 @@ def _update_patch_size(self): ro, ri = self.size self.patch[0].radius = ro if ri > 0: + # Add the inner circle + if len(self.patch) == 1: + # Need to remove the previous patch before using + # `_add_patch_to` + self.ax.artists.remove(self.patch[0]) + self.patch = [] + self._add_patch_to(self.ax) self.patch[1].radius = ri self._update_resizers() self.draw_patch() From 4aadd7ac077fd28e29f39748d0f37cd91c660abe Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Mon, 21 May 2018 12:22:16 +0100 Subject: [PATCH 057/211] Add more tests for plotting CircleROI. --- hyperspy/tests/utils/test_roi.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/hyperspy/tests/utils/test_roi.py b/hyperspy/tests/utils/test_roi.py index fd4f664c90..1ffb25f4fa 100644 --- a/hyperspy/tests/utils/test_roi.py +++ b/hyperspy/tests/utils/test_roi.py @@ -263,6 +263,13 @@ def test_circle_spec(self): assert np.sum(sr.data) == (n**2 - 3 * 4) * 4 assert np.sum(sr_ann.data) == 4 * 5 * 4 + s.plot() + r_signal = r.interactive(signal=s) + r_ann_signal = r_ann.interactive(signal=s) + + assert np.sum(r_signal.sum().data) == (n**2 - 3 * 4) * 4 + assert np.sum(r_ann_signal.sum().data) == 4 * 5 * 4 + def test_2d_line_spec_plot(self): r = Line2DROI(10, 10, 150, 50, 5) s = self.s_s From f8853df25eef5833ab9180735b8695339fbcca54 Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Thu, 24 May 2018 17:24:22 +0200 Subject: [PATCH 058/211] changed replot method to use the signal method --- hyperspy/drawing/utils.py | 72 +++++++++++++++------------------------ 1 file changed, 28 insertions(+), 44 deletions(-) diff --git a/hyperspy/drawing/utils.py b/hyperspy/drawing/utils.py index 00a57b5925..a97aeb4825 100644 --- a/hyperspy/drawing/utils.py +++ b/hyperspy/drawing/utils.py @@ -1013,7 +1013,34 @@ def _check_arg(arg, default_value, arg_name): plt.subplots_adjust(**padding) if axes_replot: - replot_axes(figure=f) + def on_dblclick(event): + # On the event of a double click, replot the selected subplot + if not event.inaxes: return + if not event.dblclick: return + subplots = [axi for axi in f.axes if type(axi) is mpl.axes.Subplot] + inx = list(subplots).index(event.inaxes) + # Loop through each image in the list, till we find the good one! + idx = 0 + done = False + for ims in images: + for im in ims: + if idx == inx: + done = True + break + idx += 1 + if done: + break + # Use some of the info in the subplot + cm = subplots[inx].images[0].get_cmap() + clim = subplots[inx].images[0].get_clim() + + im.plot(colorbar=bool(colorbar), + vmin=clim[0], + vmax=clim[1], + no_nans=no_nans, + cmap=cm) + + f.canvas.mpl_connect('button_press_event', on_dblclick) return axes_list @@ -1348,49 +1375,6 @@ def onpick(event): figure.canvas.mpl_connect('pick_event', onpick) -def replot_axes(figure='last'): - """Select and replot an axis from a figure. The axis can be selected by - double clicking, this triggers a replotting of the axis in a new figure. - - Parameters - ---------- - figure: 'last' | matplotlib.figure - If 'last' pick the last figure - - Note - ---- - Code inspired on https://stackoverflow.com/a/45812071 - """ - if figure == 'last': - fig = plt.gcf() - else: - fig = figure - - def on_dblclick(event): - from pickle import dump, load - from io import BytesIO - - if not event.inaxes: return - if not event.dblclick: return - inx = list(fig.axes).index(event.inaxes) - buf = BytesIO() - dump(fig, buf) - buf.seek(0) - fig2 = load(buf) - - for i, ax in enumerate(fig2.axes): - if i != inx: - fig2.delaxes(ax) - else: - axes=ax - - dummy = fig2.add_subplot(111) - axes.set_position(dummy.get_position()) - dummy.remove() - fig2.show() - - fig.canvas.mpl_connect('button_press_event', on_dblclick) - def plot_histograms(signal_list, bins='freedman', range_bins=None, From c76a501f7e86f8eb6ae6049c57aa58edc94e7eec Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Thu, 24 May 2018 18:18:54 +0200 Subject: [PATCH 059/211] make aspect coincide with user choice --- hyperspy/drawing/utils.py | 1 + 1 file changed, 1 insertion(+) diff --git a/hyperspy/drawing/utils.py b/hyperspy/drawing/utils.py index a97aeb4825..242e24b682 100644 --- a/hyperspy/drawing/utils.py +++ b/hyperspy/drawing/utils.py @@ -1038,6 +1038,7 @@ def on_dblclick(event): vmin=clim[0], vmax=clim[1], no_nans=no_nans, + aspect=aspect, cmap=cm) f.canvas.mpl_connect('button_press_event', on_dblclick) From e6eef62af5b83cd1070516afc919270c7ee9ef2e Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Fri, 25 May 2018 10:33:11 +0200 Subject: [PATCH 060/211] Add scalebar support --- hyperspy/drawing/utils.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/hyperspy/drawing/utils.py b/hyperspy/drawing/utils.py index 242e24b682..772c63535e 100644 --- a/hyperspy/drawing/utils.py +++ b/hyperspy/drawing/utils.py @@ -1034,11 +1034,17 @@ def on_dblclick(event): cm = subplots[inx].images[0].get_cmap() clim = subplots[inx].images[0].get_clim() + sbar = False + if (scalelist and inx in scalebar) or scalebar is 'all': + sbar = True + im.plot(colorbar=bool(colorbar), vmin=clim[0], vmax=clim[1], no_nans=no_nans, - aspect=aspect, + aspect=asp, + scalebar=sbar, + scalebar_color=scalebar_color, cmap=cm) f.canvas.mpl_connect('button_press_event', on_dblclick) From 9a61822e29345c11988e1cda6b08e91ebf98243b Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Fri, 25 May 2018 11:02:46 +0200 Subject: [PATCH 061/211] Store references to the images in list --- hyperspy/drawing/utils.py | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/hyperspy/drawing/utils.py b/hyperspy/drawing/utils.py index 772c63535e..d2b3cff911 100644 --- a/hyperspy/drawing/utils.py +++ b/hyperspy/drawing/utils.py @@ -820,6 +820,11 @@ def _check_arg(arg, default_value, arg_name): idx = 0 ax_im_list = [0] * len(isrgb) + + # If replot is selected create a list to store references to the images + if axes_replot: + replot_ims = [] + # Loop through each image, adding subplot for each one for i, ims in enumerate(images): # Get handles for the signal axes and axes_manager @@ -966,6 +971,10 @@ def _check_arg(arg, default_value, arg_name): units=axes[0].units, color=scalebar_color, ) + # Store references to the images + if axes_replot: + replot_ims.append(im) + idx += 1 # If using a single colorbar, add it, and do tight_layout, ensuring that @@ -1019,17 +1028,8 @@ def on_dblclick(event): if not event.dblclick: return subplots = [axi for axi in f.axes if type(axi) is mpl.axes.Subplot] inx = list(subplots).index(event.inaxes) - # Loop through each image in the list, till we find the good one! - idx = 0 - done = False - for ims in images: - for im in ims: - if idx == inx: - done = True - break - idx += 1 - if done: - break + im = replot_ims[inx] + # Use some of the info in the subplot cm = subplots[inx].images[0].get_cmap() clim = subplots[inx].images[0].get_clim() From a35744f5146220cad34c3c5dc2787bdba8e70734 Mon Sep 17 00:00:00 2001 From: Magnus Nord Date: Sat, 26 May 2018 11:55:00 +0200 Subject: [PATCH 062/211] EMD NCEM IO: add support for loading specific datasets from the files --- doc/user_guide/io.rst | 7 ++++++ hyperspy/io.py | 5 +++- hyperspy/io_plugins/emd.py | 24 +++++++++++++----- hyperspy/tests/io/test_emd.py | 46 +++++++++++++++++++++++++++++++++++ 4 files changed, 75 insertions(+), 7 deletions(-) diff --git a/doc/user_guide/io.rst b/doc/user_guide/io.rst index 92773144f9..0cdb5ed36f 100644 --- a/doc/user_guide/io.rst +++ b/doc/user_guide/io.rst @@ -714,6 +714,13 @@ EMD (NCEM) This EMD format was developed by Colin Ophus at the National Center for Electron Microscopy (NCEM). See http://emdatasets.com/ for more information. +For files containing several datasets, the `dataset_name` argument can be +used to select a specific one: + +.. code-block:: python + + >>> s = hs.load("adatafile.emd", dataset_name="/experimental/science_data_1") + EMD (FEI) ^^^^^^^^^ diff --git a/hyperspy/io.py b/hyperspy/io.py index 2eba648d3d..12b626abfc 100644 --- a/hyperspy/io.py +++ b/hyperspy/io.py @@ -151,7 +151,10 @@ def load(filenames=None, load_SI_image_stack : bool (default False) Load the stack of STEM images acquired simultaneously as the EDS spectrum image. - + dataset_name : string + For filetypes which support several datasets in the same file, this + will only load the specified dataset. Only for EMD (NCEM) files. + Returns ------- diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index 0950af1983..dcb83a51ae 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -317,7 +317,7 @@ def add_signal(self, signal, name=None, metadata=None): self.signals[name] = signal @classmethod - def load_from_emd(cls, filename, lazy=False): + def load_from_emd(cls, filename, lazy=False, dataset_name=None): """Construct :class:`~.EMD` object from an emd-file. Parameters @@ -366,8 +366,7 @@ def load_from_emd(cls, filename, lazy=False): 'sample', 'comments']: # Nodes which are not the data! if key in node_list: node_list.pop(node_list.index(key)) # Pop all unwanted nodes! - if len(node_list) == 0: - raise IOError("No datasets found in {0}".format(filename)) + dataset_name_list = [] for node in node_list: data_group = emd_file.get(node) if data_group is not None: @@ -375,8 +374,21 @@ def load_from_emd(cls, filename, lazy=False): name = group.name if isinstance(group, h5py.Group): if group.attrs.get('emd_group_type') == 1: - emd._read_signal_from_group( - name, group, lazy) + dataset_name_list.append(name) + if len(dataset_name_list) == 0: + raise IOError("No datasets found in {0}".format(filename)) + if dataset_name is not None: + if dataset_name in dataset_name_list: + dataset_name_list = [dataset_name] + else: + raise IOError( + "Dataset with name {0} not found in the file. " + "Possible datasets are {1}.".format( + dataset_name, ', '.join(dataset_name_list))) + for temp_dataset_name in dataset_name_list: + group = emd_file[temp_dataset_name] + emd._read_signal_from_group(temp_dataset_name, group, lazy) + # Close file and return EMD object: if not lazy: emd_file.close() @@ -1151,7 +1163,7 @@ def file_reader(filename, log_info=False, emd = FeiEMDReader(filename, lazy=lazy, **kwds) dictionaries = emd.dictionaries else: - emd = EMD.load_from_emd(filename, lazy) + emd = EMD.load_from_emd(filename, lazy, **kwds) if log_info: emd.log_info() for signal in emd.signals.values(): diff --git a/hyperspy/tests/io/test_emd.py b/hyperspy/tests/io/test_emd.py index 276bd1ac82..60535c91d7 100644 --- a/hyperspy/tests/io/test_emd.py +++ b/hyperspy/tests/io/test_emd.py @@ -120,6 +120,52 @@ def test_data_axis_length_1(): assert signal.data.shape == (5, 1, 5) +class TestDatasetName: + + def setup_method(self): + tmpdir = tempfile.TemporaryDirectory() + hdf5_dataset_path = os.path.join(tmpdir.name, "test_dataset.emd") + f = h5py.File(hdf5_dataset_path, mode="w") + f.attrs.create('version_major', 0) + f.attrs.create('version_minor', 2) + + dataset_name_list = [ + '/experimental/science_data_0', + '/experimental/science_data_1', + '/processed/science_data_0'] + data_size_list = [(50, 50), (20, 10), (16, 32)] + + for dataset_name, data_size in zip(dataset_name_list, data_size_list): + group = f.create_group(dataset_name) + group.attrs.create('emd_group_type', 1) + group.create_dataset(name='data', data=np.random.random(data_size)) + group.create_dataset(name='dim1', data=range(data_size[0])) + group.create_dataset(name='dim2', data=range(data_size[1])) + + f.close() + + self.hdf5_dataset_path = hdf5_dataset_path + self.tmpdir = tmpdir + self.dataset_name_list = dataset_name_list + self.data_size_list = data_size_list + + def teardown_method(self): + self.tmpdir.cleanup() + + def test_load_with_dataset_name(self): + s = load(self.hdf5_dataset_path) + assert len(s) == len(self.dataset_name_list) + for dataset_name, data_size in zip( + self.dataset_name_list, self.data_size_list): + s = load(self.hdf5_dataset_path, dataset_name=dataset_name) + assert s.metadata.General.title == dataset_name + assert s.data.shape == data_size + + def test_wrong_dataset_name(self): + with pytest.raises(IOError): + load(self.hdf5_dataset_path, dataset_name='a_wrong_name') + + class TestMinimalSave(): def test_minimal_save(self): From 63cb5440754be6f5853eefc201e5e1dd81763346 Mon Sep 17 00:00:00 2001 From: Magnus Nord Date: Sat, 26 May 2018 12:20:16 +0200 Subject: [PATCH 063/211] EMD, dataset_name: improve docstrings --- hyperspy/io.py | 2 +- hyperspy/io_plugins/emd.py | 5 +++++ 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/hyperspy/io.py b/hyperspy/io.py index 12b626abfc..17d5544892 100644 --- a/hyperspy/io.py +++ b/hyperspy/io.py @@ -151,7 +151,7 @@ def load(filenames=None, load_SI_image_stack : bool (default False) Load the stack of STEM images acquired simultaneously as the EDS spectrum image. - dataset_name : string + dataset_name : string, optional For filetypes which support several datasets in the same file, this will only load the specified dataset. Only for EMD (NCEM) files. diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index dcb83a51ae..02f8656381 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -328,6 +328,11 @@ def load_from_emd(cls, filename, lazy=False, dataset_name=None): False : bool, optional If False (default) loads data to memory. If True, enables loading only if requested. + dataset_name : string, optional + Only add dataset with specific name. Note, this has to be the full + group path in the file. For example `/experimental/science_data'. + If the dataset is not found, an IOError with the possible + datasets will be raised. Returns ------- From 2b4a3382f669bc09a38460675927ea9e7921800d Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Sun, 27 May 2018 22:35:05 +0200 Subject: [PATCH 064/211] Fix issue with setting color SpanROI --- hyperspy/drawing/_widgets/range.py | 1 + hyperspy/drawing/widget.py | 13 ++++++++++++- 2 files changed, 13 insertions(+), 1 deletion(-) diff --git a/hyperspy/drawing/_widgets/range.py b/hyperspy/drawing/_widgets/range.py index 5b01dcde53..d5dcfd417d 100644 --- a/hyperspy/drawing/_widgets/range.py +++ b/hyperspy/drawing/_widgets/range.py @@ -81,6 +81,7 @@ def _add_patch_to(self, ax): self.span.step_ax = self.axes[0] self.span.tolerance = 5 self.patch = [self.span.rect] + self.patch[0].set_color(self.color) def _span_changed(self, widget): r = self._get_range() diff --git a/hyperspy/drawing/widget.py b/hyperspy/drawing/widget.py index 5dc2d6dc3f..ff15494136 100644 --- a/hyperspy/drawing/widget.py +++ b/hyperspy/drawing/widget.py @@ -54,10 +54,10 @@ def __init__(self, axes_manager=None, **kwargs): self._selected_artist = None self._size = 1. self._pos = 0. - self.color = 'red' self.__is_on = True self.background = None self.patch = [] + self.color = 'red' self.cids = list() self.blit = True self.events = Events() @@ -132,6 +132,17 @@ def set_on(self, value): self.ax = None self.__is_on = value + @property + def color(self): + return self._color + + @color.setter + def color(self, color): + self._color = color + for p in self.patch: + p.set_color(self._color) + + def _set_patch(self): """Create the matplotlib patch(es), and store it in self.patch """ From 30217186623aaab2f7c157d5a77682bd71788c97 Mon Sep 17 00:00:00 2001 From: "Katherine E. MacArthur" Date: Wed, 23 May 2018 10:18:39 +0200 Subject: [PATCH 065/211] Fixing EELS Dwell Time error --- hyperspy/_signals/eels.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/hyperspy/_signals/eels.py b/hyperspy/_signals/eels.py index 08fe29af0d..e08dbe790f 100644 --- a/hyperspy/_signals/eels.py +++ b/hyperspy/_signals/eels.py @@ -1348,12 +1348,14 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): m = out or m time_factor = np.prod([factors[axis.index_in_array] for axis in m.axes_manager.navigation_axes]) - mdeels = m.metadata.Acquisition_instrument.TEM.Detector.EELS + mdeels = m.metadata.Acquisition_instrument.TEM.Detector m.get_dimensions_from_data() if "Acquisition_instrument.TEM.Detector.EELS.dwell_time" in m.metadata: - mdeels.dwell_time *= time_factor + mdeels.EELS.dwell_time *= time_factor if "Acquisition_instrument.TEM.Detector.EELS.exposure" in m.metadata: - mdeels.exposure *= time_factor + mdeels.EELS.exposure *= time_factor + if "Acquisition_instrument.TEM.Detector.Camera.exposure" in m.metadata: + mdeels.Camera.exposure *= time_factor if out is None: return m else: From 7bd12c2b57b4c28b4351a5b242698756198d0cb2 Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Wed, 23 May 2018 11:30:28 +0200 Subject: [PATCH 066/211] Fix dtype error. -Array is converted to dtype float if linear_bin method is called. -If tuple is supplied as dtype int and linear_bin is called, raises ValueError. -If rebin can't find dwell_time in the metadata a warning is raised to specify that dwell_time was not update. --- hyperspy/_signals/eels.py | 6 ++++-- hyperspy/misc/array_tools.py | 8 ++++++++ 2 files changed, 12 insertions(+), 2 deletions(-) diff --git a/hyperspy/_signals/eels.py b/hyperspy/_signals/eels.py index e08dbe790f..2911ec26b9 100644 --- a/hyperspy/_signals/eels.py +++ b/hyperspy/_signals/eels.py @@ -1352,10 +1352,12 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): m.get_dimensions_from_data() if "Acquisition_instrument.TEM.Detector.EELS.dwell_time" in m.metadata: mdeels.EELS.dwell_time *= time_factor - if "Acquisition_instrument.TEM.Detector.EELS.exposure" in m.metadata: + elif "Acquisition_instrument.TEM.Detector.EELS.exposure" in m.metadata: mdeels.EELS.exposure *= time_factor - if "Acquisition_instrument.TEM.Detector.Camera.exposure" in m.metadata: + elif "Acquisition_instrument.TEM.Detector.Camera.exposure" in m.metadata: mdeels.Camera.exposure *= time_factor + else: + warnings.warn('No dwell_time could be found in the metadata so this has not been updated.') if out is None: return m else: diff --git a/hyperspy/misc/array_tools.py b/hyperspy/misc/array_tools.py index 3d072de76c..fe91dba8cd 100644 --- a/hyperspy/misc/array_tools.py +++ b/hyperspy/misc/array_tools.py @@ -163,6 +163,11 @@ def rebin(a, new_shape=None, scale=None, crop=True): # check whether or not interpolation is needed. if _requires_linear_rebin(arr=a, scale=scale): _logger.debug("Using linear_bin") + print("Using linear_bin") + if np.issubdtype(a.dtype, np.integer): + # The operations below require a float dtype with the default + # numpy casting rule ('same_kind') + a.astype("float") return _linear_bin(a, scale, crop) else: _logger.debug("Using standard rebin with lazy support") @@ -301,6 +306,9 @@ def _linear_bin(dat, scale, crop=True): # The new dimension size is old_size/step, this is rounded down normally # but if crop is switched off it is rounded up to the nearest whole # number. + if type(s) != 'float': + raise TypeError('Scale should be provided as floats values not integers.') + dim = (math.floor(dat.shape[0] / s) if crop else math.ceil(dat.shape[0] / s)) # check function wont bin to zero. From 8f00fbceeae352e9a4f116315ac52a05295538cd Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Wed, 23 May 2018 11:33:48 +0200 Subject: [PATCH 067/211] Warnings added to the EDS rebin function for when live_time or real_time are not found in the metadata. --- hyperspy/_signals/eds.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/hyperspy/_signals/eds.py b/hyperspy/_signals/eds.py index fbd407ec49..c7aeb8ee37 100644 --- a/hyperspy/_signals/eds.py +++ b/hyperspy/_signals/eds.py @@ -188,12 +188,17 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): aimd = m.metadata.Acquisition_instrument if "Acquisition_instrument.SEM.Detector.EDS.real_time" in m.metadata: aimd.SEM.Detector.EDS.real_time *= time_factor + elif "Acquisition_instrument.TEM.Detector.EDS.real_time" in m.metadata: + aimd.TEM.Detector.EDS.real_time *= time_factor + else: + warnings.warn("real_time could not be found in the metadata and has not been updated.") if "Acquisition_instrument.SEM.Detector.EDS.live_time" in m.metadata: aimd.SEM.Detector.EDS.live_time *= time_factor - if "Acquisition_instrument.TEM.Detector.EDS.real_time" in m.metadata: - aimd.TEM.Detector.EDS.real_time *= time_factor - if "Acquisition_instrument.TEM.Detector.EDS.live_time" in m.metadata: + elif "Acquisition_instrument.TEM.Detector.EDS.live_time" in m.metadata: aimd.TEM.Detector.EDS.live_time *= time_factor + else: + warnings.warn("real_time could not be found in the metadata and has not been updated.") + if out is None: return m else: From 6db947eed2bc1d452e1835199a75e0c38d53b27a Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Wed, 23 May 2018 14:05:37 +0200 Subject: [PATCH 068/211] Add update to offset into base signal. Convert scale values to float if they are not provide as such for linear_bin method. --- hyperspy/misc/array_tools.py | 5 ++--- hyperspy/signal.py | 5 +++++ 2 files changed, 7 insertions(+), 3 deletions(-) diff --git a/hyperspy/misc/array_tools.py b/hyperspy/misc/array_tools.py index fe91dba8cd..899f098f36 100644 --- a/hyperspy/misc/array_tools.py +++ b/hyperspy/misc/array_tools.py @@ -163,7 +163,6 @@ def rebin(a, new_shape=None, scale=None, crop=True): # check whether or not interpolation is needed. if _requires_linear_rebin(arr=a, scale=scale): _logger.debug("Using linear_bin") - print("Using linear_bin") if np.issubdtype(a.dtype, np.integer): # The operations below require a float dtype with the default # numpy casting rule ('same_kind') @@ -306,8 +305,8 @@ def _linear_bin(dat, scale, crop=True): # The new dimension size is old_size/step, this is rounded down normally # but if crop is switched off it is rounded up to the nearest whole # number. - if type(s) != 'float': - raise TypeError('Scale should be provided as floats values not integers.') + if type(s) != float: + s = float(s) dim = (math.floor(dat.shape[0] / s) if crop else math.ceil(dat.shape[0] / s)) diff --git a/hyperspy/signal.py b/hyperspy/signal.py index 805687fbef..c2714c523f 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2360,6 +2360,9 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): Sum = 164.0 """ + if self.metadata.Signal.binned == False: + raise TypeError('The signal is not binned, hence cannot be rebinned.\ + Change using s.metadata.Signal.binned = True') factors = self._validate_rebin_args_and_get_factors( new_shape=new_shape, scale=scale,) @@ -2375,6 +2378,8 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): else: s.data = data s.get_dimensions_from_data() + for i, factor in enumerate(factors): + s.axes_manager[i].offset = (factor - 1)/2*s.axes_manager[i].scale for axis, axis_src in zip(s.axes_manager._axes, self.axes_manager._axes): axis.scale = axis_src.scale * factors[axis.index_in_array] From 2f7500b4b2f4d9006f3e177836d66a14fb916aad Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 29 May 2018 21:33:30 +0100 Subject: [PATCH 069/211] Add tests. --- hyperspy/tests/drawing/test_plot_widgets.py | 29 ++++++++++++++++++++- 1 file changed, 28 insertions(+), 1 deletion(-) diff --git a/hyperspy/tests/drawing/test_plot_widgets.py b/hyperspy/tests/drawing/test_plot_widgets.py index 3b0ddff4ef..cbcc221ba0 100644 --- a/hyperspy/tests/drawing/test_plot_widgets.py +++ b/hyperspy/tests/drawing/test_plot_widgets.py @@ -20,7 +20,7 @@ import numpy.testing as nt import pytest -from hyperspy.signals import Signal2D +from hyperspy.signals import Signal2D, Signal1D from hyperspy.drawing import widgets @@ -158,3 +158,30 @@ def test_plot_line2d(self, mpl_cleanup): nt.assert_allclose(line2d_snap_all.size[0], 14.4) return self.im._plot.signal_plot.figure + + + +class TestPlotRangeWidget(): + + def setup_method(self, method): + # Create test image 100x100 pixels: + self.s = Signal1D(np.arange(50000).reshape(100, 500)) + self.s.axes_manager.signal_axes[0].scale = 1.2 + self.s.axes_manager.navigation_axes[0].scale = 1.2 + self.range = widgets.RangeWidget(self.s.axes_manager) + + def test_plot_range_widget(self): + self.s.plot() + self.range.color = 'green' + assert self.range.color == 'green' + + self.range.position = (120, ) + self.range.size = (300, ) + + +# assert self.range.position == 1a =18.8 + self.range.set_mpl_ax(self.s._plot.signal_plot.ax) + assert self.line2d.ax == self.s._plot.signal_plot.ax + + + From 55b4b509ef244b43f731f92c4ea7d2a6b8d96619 Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Wed, 30 May 2018 10:32:45 +0200 Subject: [PATCH 070/211] Convert warnings into log entries. --- hyperspy/_signals/eds.py | 6 +++--- hyperspy/_signals/eels.py | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/hyperspy/_signals/eds.py b/hyperspy/_signals/eds.py index c7aeb8ee37..6eef71c495 100644 --- a/hyperspy/_signals/eds.py +++ b/hyperspy/_signals/eds.py @@ -191,13 +191,13 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): elif "Acquisition_instrument.TEM.Detector.EDS.real_time" in m.metadata: aimd.TEM.Detector.EDS.real_time *= time_factor else: - warnings.warn("real_time could not be found in the metadata and has not been updated.") + _logger.info("real_time could not be found in the metadata and has not been updated.") if "Acquisition_instrument.SEM.Detector.EDS.live_time" in m.metadata: aimd.SEM.Detector.EDS.live_time *= time_factor elif "Acquisition_instrument.TEM.Detector.EDS.live_time" in m.metadata: aimd.TEM.Detector.EDS.live_time *= time_factor - else: - warnings.warn("real_time could not be found in the metadata and has not been updated.") + else: + _logger.info("Live_time could not be found in the metadata and has not been updated.") if out is None: return m diff --git a/hyperspy/_signals/eels.py b/hyperspy/_signals/eels.py index 2911ec26b9..e91130aed0 100644 --- a/hyperspy/_signals/eels.py +++ b/hyperspy/_signals/eels.py @@ -1357,7 +1357,7 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): elif "Acquisition_instrument.TEM.Detector.Camera.exposure" in m.metadata: mdeels.Camera.exposure *= time_factor else: - warnings.warn('No dwell_time could be found in the metadata so this has not been updated.') + _logger.info('No dwell_time could be found in the metadata so this has not been updated.') if out is None: return m else: From 8ce19f45eae784886211a022ff760b976f674439 Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Wed, 30 May 2018 10:55:47 +0200 Subject: [PATCH 071/211] Make sure test dataset is listed as 'binned' in the metadata, and add appropriate help to the docstring. --- hyperspy/misc/array_tools.py | 3 +++ hyperspy/tests/signal/test_tools.py | 1 + 2 files changed, 4 insertions(+) diff --git a/hyperspy/misc/array_tools.py b/hyperspy/misc/array_tools.py index 899f098f36..fe42c3a0be 100644 --- a/hyperspy/misc/array_tools.py +++ b/hyperspy/misc/array_tools.py @@ -143,6 +143,9 @@ def rebin(a, new_shape=None, scale=None, crop=True): Notes ----- Fast re_bin function Adapted from scipy cookbook + If rebin function fails with error stating that the function is 'not binned + and therefore cannot be rebinned', add binned to metadata with: + >>> s.metadata.Signal.binned = True """ # Series of if statements to check that only one out of new_shape or scale diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index d8aed138dc..6d074e16eb 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -252,6 +252,7 @@ def setup_method(self, method): self.signal.axes_manager[1].name = "y" self.signal.axes_manager[2].name = "E" self.signal.axes_manager[0].scale = 0.5 + self.metadata.Signal.binned = True self.data = self.signal.data.copy() def test_indexmin(self): From d076291444cd8c3776902dbe22468247598c519b Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Wed, 30 May 2018 11:51:37 +0200 Subject: [PATCH 072/211] Change self.metadata.Signal.binned = True to self.signal.metadata.Signal.binned = True --- hyperspy/tests/signal/test_tools.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 6d074e16eb..f1f202bbf2 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -252,7 +252,7 @@ def setup_method(self, method): self.signal.axes_manager[1].name = "y" self.signal.axes_manager[2].name = "E" self.signal.axes_manager[0].scale = 0.5 - self.metadata.Signal.binned = True + self.signal.metadata.Signal.binned = True self.data = self.signal.data.copy() def test_indexmin(self): From 88648902a5d2626b7ea757f609b559afb1133b2f Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Fri, 1 Jun 2018 09:16:52 +0200 Subject: [PATCH 073/211] ADD test for axes_replot --- hyperspy/tests/drawing/test_plot_signal2d.py | 21 ++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/hyperspy/tests/drawing/test_plot_signal2d.py b/hyperspy/tests/drawing/test_plot_signal2d.py index fdd9fa7d00..39d1e9029b 100644 --- a/hyperspy/tests/drawing/test_plot_signal2d.py +++ b/hyperspy/tests/drawing/test_plot_signal2d.py @@ -347,6 +347,27 @@ def test_plot_images_single_image(mpl_cleanup): ax = hs.plot.plot_images(image0, saturated_pixels=0.1) return ax[0].figure +def test_plot_images_multi_signal_w_axes_replot(mpl_cleanup): + imdata = np.random.rand(3, 5, 5) + imgs = hs.signals.Signal2D(imdata) + img_list = [imgs, imgs.inav[:2], imgs.inav[0]] + subplots=hs.plot.plot_images(img_list, axes_replot=True) + f = plt.gcf() + plt.pause(0.01) # this pause is important somehow + + tests = [] + for axi in subplots: + imi = axi.images[0].get_array() + x, y = axi.transData.transform((2, 2)) + # Calling base class method because of backends + plt.matplotlib.backends.backend_agg.FigureCanvasBase.button_press_event( + f.canvas, x, y, 'left', True) + fn = plt.gcf() + tests.append( + np.allclose(imi, fn.axes[0].images[0].get_array().data) ) + plt.close(fn) + assert np.alltrue(tests) + return f @pytest.mark.parametrize("saturated_pixels", [5.0, [0.0, 20.0, 40.0], [10.0, 20.0], [10.0, None, 20.0]]) From fc087112877965404e4869e75398c9a536d83891 Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Fri, 1 Jun 2018 09:27:41 +0200 Subject: [PATCH 074/211] Avoid using `plt.pause` which was showing figure during tests --- hyperspy/tests/drawing/test_plot_signal2d.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/hyperspy/tests/drawing/test_plot_signal2d.py b/hyperspy/tests/drawing/test_plot_signal2d.py index 39d1e9029b..4477b04d98 100644 --- a/hyperspy/tests/drawing/test_plot_signal2d.py +++ b/hyperspy/tests/drawing/test_plot_signal2d.py @@ -353,7 +353,8 @@ def test_plot_images_multi_signal_w_axes_replot(mpl_cleanup): img_list = [imgs, imgs.inav[:2], imgs.inav[0]] subplots=hs.plot.plot_images(img_list, axes_replot=True) f = plt.gcf() - plt.pause(0.01) # this pause is important somehow + f.canvas.draw() + f.canvas.flush_events() tests = [] for axi in subplots: From 3ababdb9e63c1bd8d6192f68db789562acf95da8 Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Fri, 1 Jun 2018 09:53:11 +0200 Subject: [PATCH 075/211] ADD note to UG explaining axes_replot functionality --- doc/user_guide/visualisation.rst | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/doc/user_guide/visualisation.rst b/doc/user_guide/visualisation.rst index 254512cf0d..a59308b913 100644 --- a/doc/user_guide/visualisation.rst +++ b/doc/user_guide/visualisation.rst @@ -290,7 +290,7 @@ can be used as an external signal for the navigator. .. code-block:: python - >>> im = hs.load('Ni_superalloy_0*.tif', stack=True) + >>> im = hs.load('Ni_superalloy_0*.tif', stack=True) >>> s = hs.load('Ni_superalloy_0*.rpl', stack=True).as_signal1D(0) >>> dim = s.axes_manager.navigation_shape >>> #Rebin the image @@ -634,6 +634,14 @@ __ plot.spectra_ for the ``colorbar`` argument. Such an input will cause a warning and instead set the ``colorbar`` argument to ``None``. +.. versionadd: 1.4 + By default or by setting the ``axes_replot`` bool argument to ``True``, adds + the possibility to select and re-plot and axis in ``plot_images``. This is + achieved by double clicking into this axis. Each click triggers a plot + event, in which the selected signal is presented. This helps navigating + through a panel with many figures by enlarging some of them and allowing + comfortable zooming. + .. _plot.spectra: Plotting several spectra @@ -1170,7 +1178,7 @@ Permanent markers are stored in the HDF5 file if the signal is saved: >>> s = hs.signals.Signal2D(np.arange(100).reshape(10, 10)) >>> marker = hs.markers.point(2, 1, color='red') - >>> s.add_marker(marker, plot_marker=False, permanent=True) + >>> s.add_marker(marker, plot_marker=False, permanent=True) >>> s.metadata.Markers └── point = >>> s.save("storing_marker.hdf5") From d074453c2e25185f86eee3a309e08ab1acfaba0c Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Mon, 4 Jun 2018 12:02:40 +0200 Subject: [PATCH 076/211] =?UTF-8?q?Changes=20suggested=20in=20review=20by?= =?UTF-8?q?=20user=20ericpre.=20-=20Removed=20``auto=5Freplot``=20argument?= =?UTF-8?q?.=20-=20Updated=20UG=20to=20reflect=20this=20change=20-=20?= =?UTF-8?q?=C3=80dded=20``axes=5Fdecor=3DNone``=20for=20test=20tidiness.?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- doc/user_guide/visualisation.rst | 12 ++-- hyperspy/drawing/utils.py | 68 +++++++++----------- hyperspy/tests/drawing/test_plot_signal2d.py | 2 +- 3 files changed, 38 insertions(+), 44 deletions(-) diff --git a/doc/user_guide/visualisation.rst b/doc/user_guide/visualisation.rst index a59308b913..2ad74f5c53 100644 --- a/doc/user_guide/visualisation.rst +++ b/doc/user_guide/visualisation.rst @@ -635,12 +635,12 @@ __ plot.spectra_ instead set the ``colorbar`` argument to ``None``. .. versionadd: 1.4 - By default or by setting the ``axes_replot`` bool argument to ``True``, adds - the possibility to select and re-plot and axis in ``plot_images``. This is - achieved by double clicking into this axis. Each click triggers a plot - event, in which the selected signal is presented. This helps navigating - through a panel with many figures by enlarging some of them and allowing - comfortable zooming. + Double-clicking into an axis in the panel created by ``plot_images`` + triggers a plot event, creating a new figure in which the selected signal is + presented alone. This helps navigating through panels with many figures by + selecting and enlarging some of them and allowing comfortable zooming. This + functionality is only enabled if a ``matplotlib`` backend that supports the + ``button_press_event`` in the figure canvas is being used. .. _plot.spectra: diff --git a/hyperspy/drawing/utils.py b/hyperspy/drawing/utils.py index d2b3cff911..ab42d8508e 100644 --- a/hyperspy/drawing/utils.py +++ b/hyperspy/drawing/utils.py @@ -415,7 +415,6 @@ def plot_images(images, aspect='auto', min_asp=0.1, namefrac_thresh=0.4, - axes_replot=True, fig=None, vmin=None, vmax=None, @@ -524,9 +523,6 @@ def plot_images(images, encourage shortening of titles by auto-labeling, while larger values will require more overlap in titles before activing the auto-label code. - axes_replot : bool, optional - If True, allows to select and replot an axis from the figure. This - creates a new figure with only this axis. True by default. fig : mpl figure, optional If set, the images will be plotted to an existing MPL figure vmin, vmax : scalar or list of scalar, optional, default: None @@ -821,9 +817,8 @@ def _check_arg(arg, default_value, arg_name): idx = 0 ax_im_list = [0] * len(isrgb) - # If replot is selected create a list to store references to the images - if axes_replot: - replot_ims = [] + # Replot: create a list to store references to the images + replot_ims = [] # Loop through each image, adding subplot for each one for i, ims in enumerate(images): @@ -971,9 +966,8 @@ def _check_arg(arg, default_value, arg_name): units=axes[0].units, color=scalebar_color, ) - # Store references to the images - if axes_replot: - replot_ims.append(im) + # Replot: store references to the images + replot_ims.append(im) idx += 1 @@ -1021,33 +1015,33 @@ def _check_arg(arg, default_value, arg_name): if padding is not None: plt.subplots_adjust(**padding) - if axes_replot: - def on_dblclick(event): - # On the event of a double click, replot the selected subplot - if not event.inaxes: return - if not event.dblclick: return - subplots = [axi for axi in f.axes if type(axi) is mpl.axes.Subplot] - inx = list(subplots).index(event.inaxes) - im = replot_ims[inx] - - # Use some of the info in the subplot - cm = subplots[inx].images[0].get_cmap() - clim = subplots[inx].images[0].get_clim() - - sbar = False - if (scalelist and inx in scalebar) or scalebar is 'all': - sbar = True - - im.plot(colorbar=bool(colorbar), - vmin=clim[0], - vmax=clim[1], - no_nans=no_nans, - aspect=asp, - scalebar=sbar, - scalebar_color=scalebar_color, - cmap=cm) - - f.canvas.mpl_connect('button_press_event', on_dblclick) + # Replot: connect function + def on_dblclick(event): + # On the event of a double click, replot the selected subplot + if not event.inaxes: return + if not event.dblclick: return + subplots = [axi for axi in f.axes if type(axi) is mpl.axes.Subplot] + inx = list(subplots).index(event.inaxes) + im = replot_ims[inx] + + # Use some of the info in the subplot + cm = subplots[inx].images[0].get_cmap() + clim = subplots[inx].images[0].get_clim() + + sbar = False + if (scalelist and inx in scalebar) or scalebar is 'all': + sbar = True + + im.plot(colorbar=bool(colorbar), + vmin=clim[0], + vmax=clim[1], + no_nans=no_nans, + aspect=asp, + scalebar=sbar, + scalebar_color=scalebar_color, + cmap=cm) + + f.canvas.mpl_connect('button_press_event', on_dblclick) return axes_list diff --git a/hyperspy/tests/drawing/test_plot_signal2d.py b/hyperspy/tests/drawing/test_plot_signal2d.py index 4477b04d98..16b0514cb4 100644 --- a/hyperspy/tests/drawing/test_plot_signal2d.py +++ b/hyperspy/tests/drawing/test_plot_signal2d.py @@ -351,7 +351,7 @@ def test_plot_images_multi_signal_w_axes_replot(mpl_cleanup): imdata = np.random.rand(3, 5, 5) imgs = hs.signals.Signal2D(imdata) img_list = [imgs, imgs.inav[:2], imgs.inav[0]] - subplots=hs.plot.plot_images(img_list, axes_replot=True) + subplots=hs.plot.plot_images(img_lists, axes_decor=None) f = plt.gcf() f.canvas.draw() f.canvas.flush_events() From a79c26b9901997a44c2da438dcbb879efeba998f Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Tue, 5 Jun 2018 12:58:31 +0200 Subject: [PATCH 077/211] BUGFIX correct typo. --- hyperspy/tests/drawing/test_plot_signal2d.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/tests/drawing/test_plot_signal2d.py b/hyperspy/tests/drawing/test_plot_signal2d.py index 16b0514cb4..533289d746 100644 --- a/hyperspy/tests/drawing/test_plot_signal2d.py +++ b/hyperspy/tests/drawing/test_plot_signal2d.py @@ -351,7 +351,7 @@ def test_plot_images_multi_signal_w_axes_replot(mpl_cleanup): imdata = np.random.rand(3, 5, 5) imgs = hs.signals.Signal2D(imdata) img_list = [imgs, imgs.inav[:2], imgs.inav[0]] - subplots=hs.plot.plot_images(img_lists, axes_decor=None) + subplots=hs.plot.plot_images(img_list, axes_decor=None) f = plt.gcf() f.canvas.draw() f.canvas.flush_events() From f2a72d86d9130f32d4432350692c455cfb42994d Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Tue, 12 Jun 2018 13:57:39 +0200 Subject: [PATCH 078/211] Removed requirement to be binned. Added casting="safe" to a.astype. Changed if types(s) != float to if not np.issubtype(s, float). Made some comments more clear. --- hyperspy/_signals/eels.py | 2 +- hyperspy/misc/array_tools.py | 8 ++++---- hyperspy/signal.py | 3 --- hyperspy/tests/signal/test_tools.py | 1 - 4 files changed, 5 insertions(+), 9 deletions(-) diff --git a/hyperspy/_signals/eels.py b/hyperspy/_signals/eels.py index e91130aed0..768ba37823 100644 --- a/hyperspy/_signals/eels.py +++ b/hyperspy/_signals/eels.py @@ -1357,7 +1357,7 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): elif "Acquisition_instrument.TEM.Detector.Camera.exposure" in m.metadata: mdeels.Camera.exposure *= time_factor else: - _logger.info('No dwell_time could be found in the metadata so this has not been updated.') + _logger.info('No dwell_time could be found in the metadata so this has not been updated.') if out is None: return m else: diff --git a/hyperspy/misc/array_tools.py b/hyperspy/misc/array_tools.py index fe42c3a0be..167945ec5a 100644 --- a/hyperspy/misc/array_tools.py +++ b/hyperspy/misc/array_tools.py @@ -167,9 +167,9 @@ def rebin(a, new_shape=None, scale=None, crop=True): if _requires_linear_rebin(arr=a, scale=scale): _logger.debug("Using linear_bin") if np.issubdtype(a.dtype, np.integer): - # The operations below require a float dtype with the default - # numpy casting rule ('same_kind') - a.astype("float") + # The _linear_bin function below requires a float dtype + # because of the default numpy casting rule ('same_kind'). + a.astype("float", castin="safe", copy=False) return _linear_bin(a, scale, crop) else: _logger.debug("Using standard rebin with lazy support") @@ -308,7 +308,7 @@ def _linear_bin(dat, scale, crop=True): # The new dimension size is old_size/step, this is rounded down normally # but if crop is switched off it is rounded up to the nearest whole # number. - if type(s) != float: + if not np.issubtype(s, float): s = float(s) dim = (math.floor(dat.shape[0] / s) if crop diff --git a/hyperspy/signal.py b/hyperspy/signal.py index c2714c523f..f32c55cb0d 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2360,9 +2360,6 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): Sum = 164.0 """ - if self.metadata.Signal.binned == False: - raise TypeError('The signal is not binned, hence cannot be rebinned.\ - Change using s.metadata.Signal.binned = True') factors = self._validate_rebin_args_and_get_factors( new_shape=new_shape, scale=scale,) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index f1f202bbf2..d8aed138dc 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -252,7 +252,6 @@ def setup_method(self, method): self.signal.axes_manager[1].name = "y" self.signal.axes_manager[2].name = "E" self.signal.axes_manager[0].scale = 0.5 - self.signal.metadata.Signal.binned = True self.data = self.signal.data.copy() def test_indexmin(self): From 09062b5258d873b4d6162e1b1840ae02b9e16c0e Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Tue, 12 Jun 2018 17:15:57 +0200 Subject: [PATCH 079/211] Typo fix in issubtype > issubdtype --- hyperspy/misc/array_tools.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/misc/array_tools.py b/hyperspy/misc/array_tools.py index 167945ec5a..b303a580bc 100644 --- a/hyperspy/misc/array_tools.py +++ b/hyperspy/misc/array_tools.py @@ -308,7 +308,7 @@ def _linear_bin(dat, scale, crop=True): # The new dimension size is old_size/step, this is rounded down normally # but if crop is switched off it is rounded up to the nearest whole # number. - if not np.issubtype(s, float): + if not np.issubdtype(s, float): s = float(s) dim = (math.floor(dat.shape[0] / s) if crop From 0ea3be718e39defb523df39335dab482f923bf3f Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Tue, 12 Jun 2018 17:58:19 +0200 Subject: [PATCH 080/211] change 'float' to np.floating --- hyperspy/misc/array_tools.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/misc/array_tools.py b/hyperspy/misc/array_tools.py index b303a580bc..c1e7b7d8e4 100644 --- a/hyperspy/misc/array_tools.py +++ b/hyperspy/misc/array_tools.py @@ -308,7 +308,7 @@ def _linear_bin(dat, scale, crop=True): # The new dimension size is old_size/step, this is rounded down normally # but if crop is switched off it is rounded up to the nearest whole # number. - if not np.issubdtype(s, float): + if not np.issubdtype(s, np.floating): s = float(s) dim = (math.floor(dat.shape[0] / s) if crop From 4948696f0d9253d323c0c2e70d1fa59d4c71e5f7 Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Wed, 13 Jun 2018 14:31:12 +0200 Subject: [PATCH 081/211] Fix mistake which didn't add the previous offset value to the new one, ie with bin of 1 offset was being set to zero. --- hyperspy/signal.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/signal.py b/hyperspy/signal.py index f32c55cb0d..4e0f1e5057 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2376,7 +2376,7 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): s.data = data s.get_dimensions_from_data() for i, factor in enumerate(factors): - s.axes_manager[i].offset = (factor - 1)/2*s.axes_manager[i].scale + s.axes_manager[i].offset = (factor - 1)/2*s.axes_manager[i].scale + s.axes_manager[i].offset for axis, axis_src in zip(s.axes_manager._axes, self.axes_manager._axes): axis.scale = axis_src.scale * factors[axis.index_in_array] From 95673430355dd005f3ceefef912023bf79a07c53 Mon Sep 17 00:00:00 2001 From: Magnus Nord Date: Mon, 18 Jun 2018 21:09:31 +0200 Subject: [PATCH 082/211] IO, load: specfic dataset_name with a list to load several datasets --- doc/user_guide/io.rst | 10 +++++++++ hyperspy/io.py | 5 +++-- hyperspy/io_plugins/emd.py | 39 +++++++++++++++++++++-------------- hyperspy/tests/io/test_emd.py | 10 +++++++++ 4 files changed, 47 insertions(+), 17 deletions(-) diff --git a/doc/user_guide/io.rst b/doc/user_guide/io.rst index 0cdb5ed36f..c9eb10f20c 100644 --- a/doc/user_guide/io.rst +++ b/doc/user_guide/io.rst @@ -722,6 +722,16 @@ used to select a specific one: >>> s = hs.load("adatafile.emd", dataset_name="/experimental/science_data_1") +Or several by using a list: + +.. code-block:: python + + >>> s = hs.load("adatafile.emd", + ... dataset_name=[ + ... "/experimental/science_data_1", + ... "/experimental/science_data_1"]) + + EMD (FEI) ^^^^^^^^^ diff --git a/hyperspy/io.py b/hyperspy/io.py index 17d5544892..eae1fca3e1 100644 --- a/hyperspy/io.py +++ b/hyperspy/io.py @@ -151,9 +151,10 @@ def load(filenames=None, load_SI_image_stack : bool (default False) Load the stack of STEM images acquired simultaneously as the EDS spectrum image. - dataset_name : string, optional + dataset_name : string or list, optional For filetypes which support several datasets in the same file, this - will only load the specified dataset. Only for EMD (NCEM) files. + will only load the specified dataset. Several datasets can be loaded + by using a list of strings. Only for EMD (NCEM) files. Returns diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index 02f8656381..7acac8ec9b 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -328,11 +328,12 @@ def load_from_emd(cls, filename, lazy=False, dataset_name=None): False : bool, optional If False (default) loads data to memory. If True, enables loading only if requested. - dataset_name : string, optional + dataset_name : string or iterable, optional Only add dataset with specific name. Note, this has to be the full group path in the file. For example `/experimental/science_data'. If the dataset is not found, an IOError with the possible - datasets will be raised. + datasets will be raised. Several names can be specified + in the form of a list. Returns ------- @@ -371,7 +372,7 @@ def load_from_emd(cls, filename, lazy=False, dataset_name=None): 'sample', 'comments']: # Nodes which are not the data! if key in node_list: node_list.pop(node_list.index(key)) # Pop all unwanted nodes! - dataset_name_list = [] + dataset_in_file_list = [] for node in node_list: data_group = emd_file.get(node) if data_group is not None: @@ -379,20 +380,28 @@ def load_from_emd(cls, filename, lazy=False, dataset_name=None): name = group.name if isinstance(group, h5py.Group): if group.attrs.get('emd_group_type') == 1: - dataset_name_list.append(name) - if len(dataset_name_list) == 0: + dataset_in_file_list.append(name) + if len(dataset_in_file_list) == 0: raise IOError("No datasets found in {0}".format(filename)) + dataset_read_list = [] if dataset_name is not None: - if dataset_name in dataset_name_list: - dataset_name_list = [dataset_name] - else: - raise IOError( - "Dataset with name {0} not found in the file. " - "Possible datasets are {1}.".format( - dataset_name, ', '.join(dataset_name_list))) - for temp_dataset_name in dataset_name_list: - group = emd_file[temp_dataset_name] - emd._read_signal_from_group(temp_dataset_name, group, lazy) + if isinstance(dataset_name, str): + dataset_name = [dataset_name] + + for temp_dataset_name in dataset_name: + if temp_dataset_name in dataset_in_file_list: + dataset_read_list.append(temp_dataset_name) + else: + raise IOError( + "Dataset with name {0} not found in the file. " + "Possible datasets are {1}.".format( + temp_dataset_name, + ', '.join(dataset_in_file_list))) + else: + dataset_read_list = dataset_in_file_list + for dataset_read in dataset_read_list: + group = emd_file[dataset_read] + emd._read_signal_from_group(dataset_read, group, lazy) # Close file and return EMD object: if not lazy: diff --git a/hyperspy/tests/io/test_emd.py b/hyperspy/tests/io/test_emd.py index 60535c91d7..780914a256 100644 --- a/hyperspy/tests/io/test_emd.py +++ b/hyperspy/tests/io/test_emd.py @@ -161,9 +161,19 @@ def test_load_with_dataset_name(self): assert s.metadata.General.title == dataset_name assert s.data.shape == data_size + def test_load_with_dataset_name_several(self): + dataset_name = self.dataset_name_list[0:2] + s = load(self.hdf5_dataset_path, dataset_name=dataset_name) + assert len(s) == len(dataset_name) + assert s[0].metadata.General.title in dataset_name + assert s[1].metadata.General.title in dataset_name + def test_wrong_dataset_name(self): with pytest.raises(IOError): load(self.hdf5_dataset_path, dataset_name='a_wrong_name') + with pytest.raises(IOError): + load(self.hdf5_dataset_path, + dataset_name=[self.dataset_name_list[0], 'a_wrong_name']) class TestMinimalSave(): From 90d3c25ec78534c5c2f5b427f1c416744a8079cc Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Tue, 5 Jun 2018 16:16:19 -0400 Subject: [PATCH 083/211] explicitly set axis limits in plot_spectra --- doc/conf.py | 3 ++- hyperspy/drawing/utils.py | 19 +++++++++++++++++++ 2 files changed, 21 insertions(+), 1 deletion(-) diff --git a/doc/conf.py b/doc/conf.py index 8fff1a5b46..acc539edca 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -231,7 +231,8 @@ ] # Add the hyperspy website to the intersphinx domains -intersphinx_mapping = {'hyperspyweb': ('http://hyperspy.org/', None)} +intersphinx_mapping = {'hyperspyweb': ('http://hyperspy.org/', None), + 'matplotlib': ('http://matplotlib.org', None)} def setup(app): diff --git a/hyperspy/drawing/utils.py b/hyperspy/drawing/utils.py index a15f536070..c210e732c3 100644 --- a/hyperspy/drawing/utils.py +++ b/hyperspy/drawing/utils.py @@ -347,6 +347,22 @@ def _make_heatmap_subplot(spectra): return im._plot.signal_plot.ax +def set_xaxis_lims(mpl_ax, hs_axis): + """ + Set the matplotlib axis limits to match that of a HyperSpy axis + + Parameters + ---------- + mpl_ax : :class:`matplotlib.axis.Axis` + The ``matplotlib`` axis to change + hs_axis : :class:`~hyperspy.axes.DataAxis` + The data axis that contains the values that control the scaling + """ + x_axis_lower_lim = hs_axis.axis[0] + x_axis_upper_lim = hs_axis.axis[-1] + mpl_ax.set_xlim(x_axis_lower_lim, x_axis_upper_lim) + + def _make_overlap_plot(spectra, ax, color="blue", line_style='-'): if isinstance(color, str): color = [color] * len(spectra) @@ -356,6 +372,7 @@ def _make_overlap_plot(spectra, ax, color="blue", line_style='-'): zip(spectra, color, line_style)): x_axis = spectrum.axes_manager.signal_axes[0] ax.plot(x_axis.axis, spectrum.data, color=color, ls=line_style) + set_xaxis_lims(ax, x_axis) _set_spectrum_xlabel(spectra if isinstance(spectra, hs.signals.BaseSignal) else spectra[-1], ax) ax.set_ylabel('Intensity') @@ -380,6 +397,7 @@ def _make_cascade_subplot( data_to_plot = ((spectrum.data - spectrum.data.min()) / float(max_value) + spectrum_index * padding) ax.plot(x_axis.axis, data_to_plot, color=color, ls=line_style) + set_xaxis_lims(ax, x_axis) _set_spectrum_xlabel(spectra if isinstance(spectra, hs.signals.BaseSignal) else spectra[-1], ax) ax.set_yticks([]) @@ -389,6 +407,7 @@ def _make_cascade_subplot( def _plot_spectrum(spectrum, ax, color="blue", line_style='-'): x_axis = spectrum.axes_manager.signal_axes[0] ax.plot(x_axis.axis, spectrum.data, color=color, ls=line_style) + set_xaxis_lims(ax, x_axis) def _set_spectrum_xlabel(spectrum, ax): From 24d23de16b9bec037d14dfe92be946609b482232 Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Tue, 5 Jun 2018 16:54:40 -0400 Subject: [PATCH 084/211] add tests and update test plots --- .../test_plot_spectra_rev_cascade.png | Bin 0 -> 63184 bytes .../test_plot_spectra_rev_default.png | Bin 0 -> 91769 bytes .../test_plot_spectra_rev_heatmap.png | Bin 0 -> 17399 bytes .../test_plot_spectra_rev_mosaic.png | Bin 0 -> 215857 bytes .../test_plot_spectra_rev_overlap.png | Bin 0 -> 91769 bytes hyperspy/tests/drawing/test_plot_signal1d.py | 26 +++++++++++++++++- 6 files changed, 25 insertions(+), 1 deletion(-) create mode 100644 hyperspy/tests/drawing/plot_signal1d/test_plot_spectra_rev_cascade.png create mode 100644 hyperspy/tests/drawing/plot_signal1d/test_plot_spectra_rev_default.png create mode 100644 hyperspy/tests/drawing/plot_signal1d/test_plot_spectra_rev_heatmap.png create mode 100644 hyperspy/tests/drawing/plot_signal1d/test_plot_spectra_rev_mosaic.png create mode 100644 hyperspy/tests/drawing/plot_signal1d/test_plot_spectra_rev_overlap.png diff --git a/hyperspy/tests/drawing/plot_signal1d/test_plot_spectra_rev_cascade.png 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@classmethod def setup_class(cls): # duplicate baseline images to match the test_name when the @@ -101,6 +107,24 @@ def test_plot_spectra(self, mpl_cleanup, style, fig, ax): ax = ax[0] return ax.figure + @pytest.mark.parametrize(("style", "fig", "ax"), + _generate_parameters(style), + ids=_generate_ids(style)) + @pytest.mark.mpl_image_compare(baseline_dir=baseline_dir, + tolerance=default_tol, style=style_pytest_mpl) + def test_plot_spectra_rev(self, mpl_cleanup, style, fig, ax): + if fig: + fig = plt.figure() + if ax: + fig = plt.figure() + ax = fig.add_subplot(111) + + ax = hs.plot.plot_spectra(self.s_reverse, style=style, legend='auto', + fig=fig, ax=ax) + if style == 'mosaic': + ax = ax[0] + return ax.figure + @pytest.mark.parametrize("figure", ['1nav', '1sig', '2nav', '2sig']) @pytest.mark.mpl_image_compare(baseline_dir=baseline_dir, tolerance=default_tol, style=style_pytest_mpl) From ac9c81c10c3a00339b509fc6c217496e6de5567a Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Mon, 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of HyperSpy. +# +# HyperSpy is free software: you can redistribute it and/or modify +# it under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# HyperSpy is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with HyperSpy. If not, see . + +import numpy as np +import numpy.testing as nt +import pytest +import matplotlib + +from hyperspy.signals import Signal2D, Signal1D +from hyperspy.utils import roi + + +BASELINE_DIR = 'plot_roi' +DEFAULT_TOL = 2.0 +STYLE_PYTEST_MPL = 'default' + + +class TestPlotROI(): + + def setup_method(self, method): + # Create test image 100x100 pixels: + self.im = Signal2D(np.arange(50000).reshape([10, 50, 100])) + self.im.axes_manager[0].scale = 1e-1 + self.im.axes_manager[1].scale = 1e-2 + self.im.axes_manager[2].scale = 1e-3 + + @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) + def test_plot_point1D_axis_0(self, mpl_cleanup): + self.im.plot() + p = roi.Point1DROI(0.5) + p.add_widget(signal=self.im, axes=[0,], color="cyan") + return self.im._plot.navigator_plot.figure + + + @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) + def test_plot_point1D_axis_1(self, mpl_cleanup): + self.im.plot() + p = roi.Point1DROI(0.05) + p.add_widget(signal=self.im, axes=[1,], color="cyan") + return self.im._plot.signal_plot.figure + + + @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) + def test_plot_point1D_axis_2(self, mpl_cleanup): + self.im.plot() + p = roi.Point1DROI(0.005) + p.add_widget(signal=self.im, axes=[2,], color="cyan") + return self.im._plot.signal_plot.figure + + + @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) + def test_plot_spanroi_axis_0(self, mpl_cleanup): + self.im.plot() + p = roi.SpanROI(0.5, 0.7) + p.add_widget(signal=self.im, axes=[0,], color="cyan") + return self.im._plot.navigator_plot.figure + + + @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) + def test_plot_spanroi_axis_1(self, mpl_cleanup): + self.im.plot() + p = roi.SpanROI(0.05, 0.07) + p.add_widget(signal=self.im, axes=[1,], color="cyan") + return self.im._plot.signal_plot.figure + + + @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) + def test_plot_spanroi_axis_2(self, mpl_cleanup): + self.im.plot() + p = roi.SpanROI(0.005, 0.007) + p.add_widget(signal=self.im, axes=[2,], color="cyan") + return self.im._plot.signal_plot.figure + diff --git a/setup.py b/setup.py index 23c05adb58..8b3151a484 100644 --- a/setup.py +++ b/setup.py @@ -291,6 +291,7 @@ def __exit__(self, type, value, traceback): 'tests/drawing/plot_signal2d/*.png', 'tests/drawing/plot_markers/*.png', 'tests/drawing/plot_model/*.png', + 'tests/drawing/plot_roi/*.png', 'misc/eds/example_signals/*.hdf5', 'misc/holography/example_signals/*.hdf5', 'tests/drawing/plot_mva/*.png', From a4b17a7dabcaaaaa2a5151030154e878939f2e64 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Wed, 18 Jul 2018 14:50:51 +0200 Subject: [PATCH 153/211] Automatic style corrections courtesy of autopep8 --- .../tests/drawing/test_plot_roi_widgets.py | 18 ++++++------------ 1 file changed, 6 insertions(+), 12 deletions(-) diff --git a/hyperspy/tests/drawing/test_plot_roi_widgets.py b/hyperspy/tests/drawing/test_plot_roi_widgets.py index b663538ab7..d0017749ba 100644 --- a/hyperspy/tests/drawing/test_plot_roi_widgets.py +++ b/hyperspy/tests/drawing/test_plot_roi_widgets.py @@ -44,51 +44,45 @@ def setup_method(self, method): def test_plot_point1D_axis_0(self, mpl_cleanup): self.im.plot() p = roi.Point1DROI(0.5) - p.add_widget(signal=self.im, axes=[0,], color="cyan") + p.add_widget(signal=self.im, axes=[0, ], color="cyan") return self.im._plot.navigator_plot.figure - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_point1D_axis_1(self, mpl_cleanup): self.im.plot() p = roi.Point1DROI(0.05) - p.add_widget(signal=self.im, axes=[1,], color="cyan") + p.add_widget(signal=self.im, axes=[1, ], color="cyan") return self.im._plot.signal_plot.figure - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_point1D_axis_2(self, mpl_cleanup): self.im.plot() p = roi.Point1DROI(0.005) - p.add_widget(signal=self.im, axes=[2,], color="cyan") + p.add_widget(signal=self.im, axes=[2, ], color="cyan") return self.im._plot.signal_plot.figure - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_spanroi_axis_0(self, mpl_cleanup): self.im.plot() p = roi.SpanROI(0.5, 0.7) - p.add_widget(signal=self.im, axes=[0,], color="cyan") + p.add_widget(signal=self.im, axes=[0, ], color="cyan") return self.im._plot.navigator_plot.figure - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_spanroi_axis_1(self, mpl_cleanup): self.im.plot() p = roi.SpanROI(0.05, 0.07) - p.add_widget(signal=self.im, axes=[1,], color="cyan") + p.add_widget(signal=self.im, axes=[1, ], color="cyan") return self.im._plot.signal_plot.figure - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_spanroi_axis_2(self, mpl_cleanup): self.im.plot() p = roi.SpanROI(0.005, 0.007) - p.add_widget(signal=self.im, axes=[2,], color="cyan") + p.add_widget(signal=self.im, axes=[2, ], color="cyan") return self.im._plot.signal_plot.figure - From 95b59271d4fb04a86decb987fb6b27dcb390ef30 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Wed, 18 Jul 2018 15:53:35 +0200 Subject: [PATCH 154/211] Delete wrong docstring text --- hyperspy/roi.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/hyperspy/roi.py b/hyperspy/roi.py index b41c31a7bf..432fe7c16b 100644 --- a/hyperspy/roi.py +++ b/hyperspy/roi.py @@ -408,8 +408,6 @@ def add_widget(self, signal, axes=None, widget=None, axes : specification of axes to use, default = None The axes argument specifies which axes the ROI will be applied on. The DataAxis in the collection can be either of the following: - * "navigation" or "signal", in which the first axes of that - space's axes will be used. * a tuple of: - DataAxis. These will not be checked with signal.axes_manager. From e0822ea510080d82774373039cc5ce7660ea0fd6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Wed, 18 Jul 2018 16:08:43 +0200 Subject: [PATCH 155/211] Add tests for 2D ROIs widgets --- .../test_plot_circle_roi_navigation.png | Bin 0 -> 22125 bytes .../plot_roi/test_plot_circle_roi_signal.png | Bin 0 -> 21126 bytes .../test_plot_line2d_roi_navigation.png | Bin 0 -> 23118 bytes .../plot_roi/test_plot_line2d_roi_signal.png | Bin 0 -> 22026 bytes .../plot_roi/test_plot_point2D_navigation.png | Bin 0 -> 21684 bytes .../plot_roi/test_plot_point2D_signal.png | Bin 0 -> 20611 bytes .../test_plot_rectangular_roi_navigation.png | Bin 0 -> 21935 bytes .../test_plot_rectangular_roi_signal.png | Bin 0 -> 20898 bytes .../tests/drawing/test_plot_roi_widgets.py | 58 ++++++++++++++++++ 9 files changed, 58 insertions(+) create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_circle_roi_navigation.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_circle_roi_signal.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_line2d_roi_navigation.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_line2d_roi_signal.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_point2D_navigation.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_point2D_signal.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_rectangular_roi_navigation.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_rectangular_roi_signal.png diff --git a/hyperspy/tests/drawing/plot_roi/test_plot_circle_roi_navigation.png b/hyperspy/tests/drawing/plot_roi/test_plot_circle_roi_navigation.png new file mode 100644 index 0000000000000000000000000000000000000000..f73e8b87c1922fffcdec0c599dd3cefdf22d69a7 GIT binary patch literal 22125 zcmbTecQ}@P{6Bmmv=FjqQ9`I>&&nvWXUN`rkL)PQN=VsdXRnaGvf{G$mXW4=uqoXZ92gm>Z0=td93CHWizDo!~k3123pzIpA 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zUJQo-$@9d-4&Y2^py#2r^_$exsgUxKkr8+rmw|m44P?R6#9c*kG zcOo%20z?uzTR@dUA7w=*@#_?t{919Hajn#XajBH;n3pd@4g7Az|Uo1|nWv{x#6S>_wO$ z!|nt<21*cVVB?jyijWPk>hVNs#V65k)VA&VV$QX0huNILdC5K=knGLZit dete8WEHK)LC-> Date: Wed, 18 Jul 2018 16:08:43 +0200 Subject: [PATCH 156/211] Automatic style corrections courtesy of autopep8 --- hyperspy/tests/drawing/test_plot_roi_widgets.py | 15 ++++++--------- 1 file changed, 6 insertions(+), 9 deletions(-) diff --git a/hyperspy/tests/drawing/test_plot_roi_widgets.py b/hyperspy/tests/drawing/test_plot_roi_widgets.py index e4f3ab05bd..e474fe77db 100644 --- a/hyperspy/tests/drawing/test_plot_roi_widgets.py +++ b/hyperspy/tests/drawing/test_plot_roi_widgets.py @@ -29,6 +29,7 @@ DEFAULT_TOL = 2.0 STYLE_PYTEST_MPL = 'default' + def _transpose_space(space, im): if space == "signal": im = im @@ -46,6 +47,7 @@ def _transpose_space(space, im): "axes": axes, } + class TestPlotROI(): def setup_method(self, method): @@ -103,8 +105,7 @@ def test_plot_spanroi_axis_2(self, mpl_cleanup): p.add_widget(signal=self.im, axes=[2, ], color="cyan") return self.im._plot.signal_plot.figure - - @pytest.mark.parametrize("space",("signal", "navigation")) + @pytest.mark.parametrize("space", ("signal", "navigation")) @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_point2D(self, mpl_cleanup, space): @@ -113,8 +114,7 @@ def test_plot_point2D(self, mpl_cleanup, space): p.add_widget(signal=objs["im"], axes=objs["axes"], color="cyan") return objs["figure"] - - @pytest.mark.parametrize("space",("signal", "navigation")) + @pytest.mark.parametrize("space", ("signal", "navigation")) @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_circle_roi(self, mpl_cleanup, space): @@ -124,8 +124,7 @@ def test_plot_circle_roi(self, mpl_cleanup, space): p.add_widget(signal=objs["im"], axes=objs["axes"], color="cyan") return objs["figure"] - - @pytest.mark.parametrize("space",("signal", "navigation")) + @pytest.mark.parametrize("space", ("signal", "navigation")) @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_rectangular_roi(self, mpl_cleanup, space): @@ -134,8 +133,7 @@ def test_plot_rectangular_roi(self, mpl_cleanup, space): p.add_widget(signal=objs["im"], axes=objs["axes"], color="cyan") return objs["figure"] - - @pytest.mark.parametrize("space",("signal", "navigation")) + @pytest.mark.parametrize("space", ("signal", "navigation")) @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_line2d_roi(self, mpl_cleanup, space): @@ -143,4 +141,3 @@ def test_plot_line2d_roi(self, mpl_cleanup, space): p = roi.Line2DROI(x1=0.01, y1=0.01, x2=0.1, y2=0.03) p.add_widget(signal=objs["im"], axes=objs["axes"], color="cyan") return objs["figure"] - From dd90f7221565aa3c6c1df3d536492be9712c4307 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Wed, 18 Jul 2018 16:14:01 +0200 Subject: [PATCH 157/211] Improve error message, thanks @ericpre --- hyperspy/roi.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/roi.py b/hyperspy/roi.py index 432fe7c16b..6dcc246211 100644 --- a/hyperspy/roi.py +++ b/hyperspy/roi.py @@ -511,7 +511,7 @@ def guess_vertical_or_horizontal(axes, signal): elif plotdim == 1: # It is a spectrum return "vertical" else: - raise ValueError("Could not find valid widget type") + raise ValueError("Could not find valid widget type for the given `axes` value") @add_gui_method(toolkey="Point1DROI") From 490a87cfcb3ae39776706a78bc2c6dd7b35f98dd Mon Sep 17 00:00:00 2001 From: autopep8 Date: Wed, 18 Jul 2018 16:14:01 +0200 Subject: [PATCH 158/211] Automatic style corrections courtesy of autopep8 --- hyperspy/roi.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/hyperspy/roi.py b/hyperspy/roi.py index 6dcc246211..074e72444a 100644 --- a/hyperspy/roi.py +++ b/hyperspy/roi.py @@ -511,7 +511,8 @@ def guess_vertical_or_horizontal(axes, signal): elif plotdim == 1: # It is a spectrum return "vertical" else: - raise ValueError("Could not find valid widget type for the given `axes` value") + raise ValueError( + "Could not find valid widget type for the given `axes` value") @add_gui_method(toolkey="Point1DROI") From 60e74ad01ab62ae1f9c12c269b46fccc77ecb68e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Wed, 18 Jul 2018 17:30:14 +0200 Subject: [PATCH 159/211] Fix case issue in tests --- .../tests/drawing/test_plot_roi_widgets.py | 20 +++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/hyperspy/tests/drawing/test_plot_roi_widgets.py b/hyperspy/tests/drawing/test_plot_roi_widgets.py index e474fe77db..472bc1b285 100644 --- a/hyperspy/tests/drawing/test_plot_roi_widgets.py +++ b/hyperspy/tests/drawing/test_plot_roi_widgets.py @@ -57,7 +57,7 @@ def setup_method(self, method): self.im.axes_manager[1].scale = 1e-2 self.im.axes_manager[2].scale = 1e-3 - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + @pytest.mark.mpl_image_compare(baseline_dir=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_point1D_axis_0(self, mpl_cleanup): self.im.plot() @@ -65,7 +65,7 @@ def test_plot_point1D_axis_0(self, mpl_cleanup): p.add_widget(signal=self.im, axes=[0, ], color="cyan") return self.im._plot.navigator_plot.figure - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + @pytest.mark.mpl_image_compare(baseline_dir=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_point1D_axis_1(self, mpl_cleanup): self.im.plot() @@ -73,7 +73,7 @@ def test_plot_point1D_axis_1(self, mpl_cleanup): p.add_widget(signal=self.im, axes=[1, ], color="cyan") return self.im._plot.signal_plot.figure - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + @pytest.mark.mpl_image_compare(baseline_dir=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_point1D_axis_2(self, mpl_cleanup): self.im.plot() @@ -81,7 +81,7 @@ def test_plot_point1D_axis_2(self, mpl_cleanup): p.add_widget(signal=self.im, axes=[2, ], color="cyan") return self.im._plot.signal_plot.figure - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + @pytest.mark.mpl_image_compare(baseline_dir=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_spanroi_axis_0(self, mpl_cleanup): self.im.plot() @@ -89,7 +89,7 @@ def test_plot_spanroi_axis_0(self, mpl_cleanup): p.add_widget(signal=self.im, axes=[0, ], color="cyan") return self.im._plot.navigator_plot.figure - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + @pytest.mark.mpl_image_compare(baseline_dir=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_spanroi_axis_1(self, mpl_cleanup): self.im.plot() @@ -97,7 +97,7 @@ def test_plot_spanroi_axis_1(self, mpl_cleanup): p.add_widget(signal=self.im, axes=[1, ], color="cyan") return self.im._plot.signal_plot.figure - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + @pytest.mark.mpl_image_compare(baseline_dir=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_spanroi_axis_2(self, mpl_cleanup): self.im.plot() @@ -106,7 +106,7 @@ def test_plot_spanroi_axis_2(self, mpl_cleanup): return self.im._plot.signal_plot.figure @pytest.mark.parametrize("space", ("signal", "navigation")) - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + @pytest.mark.mpl_image_compare(baseline_dir=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_point2D(self, mpl_cleanup, space): objs = _transpose_space(im=self.im, space=space) @@ -115,7 +115,7 @@ def test_plot_point2D(self, mpl_cleanup, space): return objs["figure"] @pytest.mark.parametrize("space", ("signal", "navigation")) - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + @pytest.mark.mpl_image_compare(baseline_dir=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_circle_roi(self, mpl_cleanup, space): self.im.axes_manager[2].scale = 0.01 @@ -125,7 +125,7 @@ def test_plot_circle_roi(self, mpl_cleanup, space): return objs["figure"] @pytest.mark.parametrize("space", ("signal", "navigation")) - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + @pytest.mark.mpl_image_compare(baseline_dir=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_rectangular_roi(self, mpl_cleanup, space): objs = _transpose_space(im=self.im, space=space) @@ -134,7 +134,7 @@ def test_plot_rectangular_roi(self, mpl_cleanup, space): return objs["figure"] @pytest.mark.parametrize("space", ("signal", "navigation")) - @pytest.mark.mpl_image_compare(BASELINE_DIR=BASELINE_DIR, + @pytest.mark.mpl_image_compare(baseline_dir=BASELINE_DIR, tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) def test_plot_line2d_roi(self, mpl_cleanup, space): objs = _transpose_space(im=self.im, space=space) From 03eebad2006fa78b55f57e49781d9cbbed8a7062 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Wed, 18 Jul 2018 18:05:16 +0200 Subject: [PATCH 160/211] Reduce by half memory requirement when reading FEI EDX EMD files lazily --- hyperspy/misc/io/fei_stream_readers.py | 22 +++++++++++++++++++--- 1 file changed, 19 insertions(+), 3 deletions(-) diff --git a/hyperspy/misc/io/fei_stream_readers.py b/hyperspy/misc/io/fei_stream_readers.py index a75bf92fac..b7d1301492 100644 --- a/hyperspy/misc/io/fei_stream_readers.py +++ b/hyperspy/misc/io/fei_stream_readers.py @@ -83,6 +83,15 @@ def _stream_to_sparse_COO_array_sum_frames( navigation_index += 1 data = 0 + # Store data at the end if any (there is no final 65535 to mark the end of the stream) + if data: # Only store coordinates if the spectrum was not empty + coords_list.append(( + int(navigation_index // xsize), + int(navigation_index % xsize), + int(count_channel // rebin_energy)) + ) + data_list.append(data) + final_shape = (ysize, xsize, channels // rebin_energy) coords = np.array(coords_list).T data = np.array(data_list) @@ -152,6 +161,16 @@ def _stream_to_sparse_COO_array( navigation_index += 1 data = 0 + # Store data at the end if any (there is no final 65535 to mark the end of the stream) + if data: # Only store coordinates if the spectrum was not empty + coords.append(( + frame_number - first_frame, + int(navigation_index // xsize), + int(navigation_index % xsize), + int(count_channel // rebin_energy)) + ) + data_list.append(data) + final_shape = (last_frame - first_frame, ysize, xsize, channels // rebin_energy) coords = np.array(coords).T @@ -182,9 +201,6 @@ def stream_to_sparse_COO_array( "The python-sparse package is not installed and it is required " "for lazy loading of SIs stored in FEI EMD stream format." ) - # The stream format does not add a final mark. We add to simplify the - # reading code in this case - stream_data = np.hstack((stream_data, 65535)) if sum_frames: coords, data, shape = _stream_to_sparse_COO_array_sum_frames( stream_data=stream_data, From 29cff60aa84b262c3024ecf659a488a9c4ede1ae Mon Sep 17 00:00:00 2001 From: autopep8 Date: Wed, 18 Jul 2018 18:05:16 +0200 Subject: [PATCH 161/211] Automatic style corrections courtesy of autopep8 --- hyperspy/misc/io/fei_stream_readers.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/hyperspy/misc/io/fei_stream_readers.py b/hyperspy/misc/io/fei_stream_readers.py index b7d1301492..7ea3b56ee2 100644 --- a/hyperspy/misc/io/fei_stream_readers.py +++ b/hyperspy/misc/io/fei_stream_readers.py @@ -83,7 +83,8 @@ def _stream_to_sparse_COO_array_sum_frames( navigation_index += 1 data = 0 - # Store data at the end if any (there is no final 65535 to mark the end of the stream) + # Store data at the end if any (there is no final 65535 to mark the end + # of the stream) if data: # Only store coordinates if the spectrum was not empty coords_list.append(( int(navigation_index // xsize), @@ -161,7 +162,8 @@ def _stream_to_sparse_COO_array( navigation_index += 1 data = 0 - # Store data at the end if any (there is no final 65535 to mark the end of the stream) + # Store data at the end if any (there is no final 65535 to mark the end of + # the stream) if data: # Only store coordinates if the spectrum was not empty coords.append(( frame_number - first_frame, From bcdd1534e84ab033f0017b62d8dd9b15f41cf3aa Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Wed, 18 Jul 2018 18:14:06 +0200 Subject: [PATCH 162/211] Improve UG lazy FEI EMD entry --- doc/user_guide/io.rst | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/doc/user_guide/io.rst b/doc/user_guide/io.rst index b822707650..33ac20981f 100644 --- a/doc/user_guide/io.rst +++ b/doc/user_guide/io.rst @@ -776,9 +776,13 @@ Note also that loading a spectrum image can be slow if `numba .. note:: - To enable lazy loading of spectrum images in this format it may be + To enable lazy loading of EDX spectrum images in this format it may be necessary to install `sparse `_. See - See also :ref:`install-with-python-installers`. + See also :ref:`install-with-python-installers`. Note also that currently + only lazy uncompression rather than lazy loading is implemented. This + means that it is not currently possible to read EDX SI FEI EMD files with + size bigger than the available memory. + .. warning:: From 4deccc94dbb7a06baa525abe3dab32aa14b0ea64 Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Thu, 19 Jul 2018 16:31:54 -0400 Subject: [PATCH 163/211] revert previous commit; change charText to list of strings to avoid unicode issue --- hyperspy/io_plugins/edax.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/hyperspy/io_plugins/edax.py b/hyperspy/io_plugins/edax.py index 6fd2f969ea..ed3fb4ce8a 100644 --- a/hyperspy/io_plugins/edax.py +++ b/hyperspy/io_plugins/edax.py @@ -632,7 +632,7 @@ def get_ipr_dtype_list(endianess='<', version=333): - mppX: 4 byte float; *Microns per pixel in X direction* - mppY: 4 byte float; *Microns per pixel in Y direction* - nTextLines: 2 byte unsigned short; *No. of comment lines * - - charText: (4 x 32) byte character array; *Not read to avoid HDF5 bug: https://github.com/hyperspy/hyperspy/issues/1916* + - charText: (4 x 32) byte character array; *Comment text* - reserved3: 4 byte float; *Not used* - nOverlayElements: 2 byte unsigned short; *No. of overlay elements* - overlayColors: 16 array of 2 byte unsigned short; *Overlay colors* @@ -691,7 +691,7 @@ def get_ipr_dtype_list(endianess='<', version=333): ('mppX', end + 'f4'), ('mppY', end + 'f4'), ('nTextLines', end + 'u2'), - ('charText', end + 'V128'), + ('charText', end + '4a32'), ('reserved3', end + '4f4'), ('nOverlayElements', end + 'u2'), ('overlayColors', end + '16u2')] @@ -921,6 +921,12 @@ def spd_reader(filename, 'reading .ipr {}'.format(ipr_fname)) ipr_header = __get_ipr_header(f, endianess) original_metadata['ipr_header'] = sarray2dict(ipr_header) + + # Workaround for type error when saving hdf5: + # save as list of strings instead of numpy unicode array + original_metadata['ipr_header']['charText'] = \ + [np.string_(i) for i in + original_metadata['ipr_header']['charText']] else: _logger.warning('Could not find .ipr file named {}.\n' 'No spatial calibration will be loaded.' From 34e61260c39ef928e8c48aa19f64db72252877a2 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Fri, 20 Jul 2018 19:46:15 +0100 Subject: [PATCH 164/211] Convert string to raw string to avoid a DeprecationWarning about invalid escape character. --- hyperspy/drawing/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/drawing/utils.py b/hyperspy/drawing/utils.py index d0be024cc4..4dd2d74269 100644 --- a/hyperspy/drawing/utils.py +++ b/hyperspy/drawing/utils.py @@ -129,7 +129,7 @@ def create_figure(window_title=None, # remove non-alphanumeric characters to prevent file saving problems # This is a workaround for: # https://github.com/matplotlib/matplotlib/issues/9056 - reserved_characters = '<>"/\|?*' + reserved_characters = r'<>"/\|?*' for c in reserved_characters: window_title = window_title.replace(c, '') window_title = window_title.replace('\n', ' ') From 1e89f540ec063457655a7e6dcbb541ebf1631b0a Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Fri, 20 Jul 2018 16:25:02 -0400 Subject: [PATCH 165/211] add link to PRs describing the need for a workaround --- hyperspy/io_plugins/edax.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/hyperspy/io_plugins/edax.py b/hyperspy/io_plugins/edax.py index ed3fb4ce8a..e4f89ef4ea 100644 --- a/hyperspy/io_plugins/edax.py +++ b/hyperspy/io_plugins/edax.py @@ -924,6 +924,8 @@ def spd_reader(filename, # Workaround for type error when saving hdf5: # save as list of strings instead of numpy unicode array + # see https://github.com/hyperspy/hyperspy/pull/2007 and + # https://github.com/h5py/h5py/issues/289 for context original_metadata['ipr_header']['charText'] = \ [np.string_(i) for i in original_metadata['ipr_header']['charText']] From e1c7acd64c76ce172d6611a83c3f1d39ca877ba1 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 25 Jul 2018 18:00:27 +0100 Subject: [PATCH 166/211] Fix coveralls badge pointer to the wrong branch. --- README.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.rst b/README.rst index 6e2c315421..30587cf1f8 100644 --- a/README.rst +++ b/README.rst @@ -8,8 +8,8 @@ .. |AppVeyor| image:: https://ci.appveyor.com/api/projects/status/github/hyperspy/hyperspy?svg=true&branch=RELEASE_next_minor .. _AppVeyor: https://ci.appveyor.com/project/hyperspy/hyperspy/branch/RELEASE_next_minor -.. |Coveralls| image:: https://coveralls.io/repos/hyperspy/hyperspy/badge.svg -.. _Coveralls: https://coveralls.io/r/hyperspy/hyperspy +.. |Coveralls| image:: https://coveralls.io/repos/github/hyperspy/hyperspy/badge.svg?branch=RELEASE_next_minor +.. _Coveralls: https://coveralls.io/github/hyperspy/hyperspy?branch=RELEASE_next_minor .. |pypi_version| image:: http://img.shields.io/pypi/v/hyperspy.svg?style=flat .. _pypi_version: https://pypi.python.org/pypi/hyperspy From ac07abb99f3a4c526d8cbb1f229bf1037363c4c1 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 25 Jul 2018 18:14:06 +0100 Subject: [PATCH 167/211] Update appveyor and coveralls badge to point to the correct branch. --- README.rst | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.rst b/README.rst index 717a6dabe1..b948ad3f1d 100644 --- a/README.rst +++ b/README.rst @@ -2,14 +2,14 @@ |Travis|_ |AppVeyor|_ |Coveralls|_ |pypi_version|_ |rtd|_ |gitter|_ |saythanks|_ -.. |Travis| image:: https://api.travis-ci.org/hyperspy/hyperspy.png?branch=RELEASE_next_minor +.. |Travis| image:: https://api.travis-ci.org/hyperspy/hyperspy.png?branch=RELEASE_next_patch .. _Travis: https://travis-ci.org/hyperspy/hyperspy -.. |AppVeyor| image:: https://ci.appveyor.com/api/projects/status/github/hyperspy/hyperspy?svg=true&branch=RELEASE_next_minor -.. _AppVeyor: https://ci.appveyor.com/project/hyperspy/hyperspy/branch/RELEASE_next_minor +.. |AppVeyor| image:: https://ci.appveyor.com/api/projects/status/github/hyperspy/hyperspy?svg=true&branch=RELEASE_next_patch +.. _AppVeyor: https://ci.appveyor.com/project/hyperspy/hyperspy/branch/RELEASE_next_patch -.. |Coveralls| image:: https://coveralls.io/repos/hyperspy/hyperspy/badge.svg -.. _Coveralls: https://coveralls.io/r/hyperspy/hyperspy +.. |Coveralls| image:: https://coveralls.io/repos/github/hyperspy/hyperspy/badge.svg?branch=RELEASE_next_patch +.. _Coveralls: https://coveralls.io/github/hyperspy/hyperspy?branch=RELEASE_next_patch .. |pypi_version| image:: http://img.shields.io/pypi/v/hyperspy.svg?style=flat .. _pypi_version: https://pypi.python.org/pypi/hyperspy From 587b6782e364ecd9f789571d6a0e777cc08a7f27 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 25 Jul 2018 19:13:23 +0100 Subject: [PATCH 168/211] @francisco-dlp review: - remove convert_units from the plot method. - improve docstring. - add section in the user guide. --- doc/user_guide/getting_started.rst | 50 ++++++++++++++++++++++++++++++ hyperspy/axes.py | 48 ++++++++++++++++------------ hyperspy/signal.py | 7 ++--- 3 files changed, 80 insertions(+), 25 deletions(-) diff --git a/doc/user_guide/getting_started.rst b/doc/user_guide/getting_started.rst index f52ef8bfe9..1157d26141 100644 --- a/doc/user_guide/getting_started.rst +++ b/doc/user_guide/getting_started.rst @@ -409,6 +409,56 @@ axes) you could use the navigation sliders: Navigation sliders ipywidgets GUI. +.. _quantity_and_converting_units: + +Using quantity and converting units +------------------------------------------- + +The scale and the offset of each axis can be set and retrieved as quantity. + +.. code-block:: python + + >>> s = hs.signals.Signal1D(np.arange(10)) + >>> s.axes_manager[0].scale_as_quantity + 1.0 dimensionless + >>> s.axes_manager[0].scale_as_quantity = '2.5 µm' + >>> s.axes_manager + + Name | size | index | offset | scale | units + ================ | ====== | ====== | ======= | ======= | ====== + ---------------- | ------ | ------ | ------- | ------- | ------ + | 10 | | 0 | 2.5 | µm + >>> s.axes_manager[0].offset_as_quantity = '2.5 nm' + + Name | size | index | offset | scale | units + ================ | ====== | ====== | ======= | ======= | ====== + ---------------- | ------ | ------ | ------- | ------- | ------ + | 10 | | 2.5 | 2.5e+03 | nm + + +Internally, HyperSpy uses the `pint `_ library to manage the scale and offset quantities. The ``scale_as_quantity`` and ``offset_as_quantity`` attributes return pint object: + +.. code-block:: python + + >>> q = s.axes_manager[0].offset_as_quantity + >>> type(q) # q is a pint quantity object + pint.quantity.build_quantity_class..Quantity + >>> q + 2.5 nanometer + + +The ``convert_units`` method of the :py:class:`~.axes.AxesManager` converts units, which by default (no parameters provided) converts all axis units to an optimal units to avoid using too large or small number. + +Each axis can also be converted individually using the ``convert_to_units`` method of the :py:class:`~.axes.DataAxis`: + +.. code-block:: python + + >>> axis = hs.hyperspy.axes.DataAxis(size=10, scale=0.1, offset=10, units='mm') + >>> axis.scale_as_quantity + 0.1 millimeter + >>> axis.convert_to_units('µm') + >>> axis.scale_as_quantity + 100.0 micrometer .. _saving: diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 916c497e8b..8a7c95404b 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -39,6 +39,13 @@ _ureg = pint.UnitRegistry() +FACTOR_DOCSTRING = \ + """factor : float (default: 0.25) + 'factor' is an adjustable value used to determine the prefix of + the units. The product `factor * scale * size` is passed to the + pint `to_compact` method to determine the prefix.""" + + class ndindex_nat(np.ndindex): def __next__(self): @@ -69,7 +76,7 @@ def generate_axis(offset, scale, size, offset_index=0): size) -class UnitConversion(object): +class UnitConversion: def __init__(self, units=t.Undefined, scale=1.0, offset=0.0): self.units = units @@ -90,9 +97,11 @@ def _ignore_conversion(self, units): def _convert_compact_units(self, factor=0.25, inplace=True): """ Convert units to "human-readable" units, which means with a - convenient prefix. `factor` is a adjustage factor used to - determine the prefix of the units (in combination with the size of - the axis). See to_compact() method of the pint library for details. + convenient prefix. + + Parameters + ---------- + %s """ if self._ignore_conversion(self.units): return @@ -101,6 +110,8 @@ def _convert_compact_units(self, factor=0.25, inplace=True): converted_units = '{:~}'.format(scale_size.to_compact().units) return self._convert_units(converted_units, inplace=inplace) + _convert_compact_units.__doc__ %= FACTOR_DOCSTRING + def _get_index_from_value_with_units(self, value): value = _ureg.parse_expression(value) if not hasattr(value, 'units'): @@ -108,9 +119,6 @@ def _get_index_from_value_with_units(self, value): return self.value2index(value.to(self.units).magnitude) def _convert_units(self, converted_units, inplace=True): - # For ImageJ - if isinstance(converted_units, str): - converted_units = converted_units.replace('micron', 'µm') if self._ignore_conversion(converted_units) or \ self._ignore_conversion(self.units): return @@ -129,22 +137,20 @@ def _convert_units(self, converted_units, inplace=True): def convert_to_units(self, units=None, inplace=True, factor=0.25): """ Convert the scale and the units of the current axis. If the unit of measure is not supported by the pint library, the scale and units - are not changed. + are not modified. Parameters ---------- units : {str | None} Default = None If str, the axis will be converted to the provided units. - If `None`, the scale and the units are converted to the appropriate - scale and units to avoid displaying scalebar with >3 digits or too - small number. This can be tweaked by the `factor` argument. + If `"auto"`, automatically determine the optimal units to avoid + using too large or too small numbers. This can be tweaked by the + `factor` argument. inplace : bool If `True`, convert the axis in place. if `False` return the `scale`, `offset` and `units`. - factor : float - 'factor' an adjustable value used to determine the prefix of the - units. + %s """ if units is None: out = self._convert_compact_units(factor, inplace=inplace) @@ -152,6 +158,8 @@ def convert_to_units(self, units=None, inplace=True, factor=0.25): out = self._convert_units(units, inplace=inplace) return out + convert_to_units.__doc__ %= FACTOR_DOCSTRING + def _get_quantity(self, attribute='scale'): if attribute == 'scale' or attribute == 'offset': units = self.units @@ -1029,9 +1037,7 @@ def convert_units(self, axes=None, units=None, same_units=True, `navigation` or `signal`. By default the converted units of the first axis is used for all axes. If `False`, convert all axes individually. - factor : float - 'factor' an adjustable value used to determine the prefix of the - units. + %s """ convert_navigation = convert_signal = True @@ -1081,6 +1087,8 @@ def convert_units(self, axes=None, units=None, same_units=True, for axis, unit in zip(axes, units): axis.convert_to_units(unit, factor=factor) + convert_units.__doc__ %= FACTOR_DOCSTRING + def _convert_axes_to_same_units(self, axes, units, factor=0.25): # Check if the units are supported for axis in axes: @@ -1223,10 +1231,10 @@ def key_navigator(self, event): keyDict = { # axes 0, 1 - **dict.fromkeys(['left', dim0_decrease, '4'], (0, -1)), + **dict.fromkeys(['left', dim0_decrease, '4'], (0, -1)), **dict.fromkeys(['right', dim0_increase, '6'], (0, +1)), - **dict.fromkeys(['up', dim1_decrease, '8'], (1, -1)), - **dict.fromkeys(['down', dim1_increase, '2'], (1, +1)), + **dict.fromkeys(['up', dim1_decrease, '8'], (1, -1)), + **dict.fromkeys(['down', dim1_increase, '2'], (1, +1)), # axes 2, 3 **dict.fromkeys([dim2_decrease], (2, -1)), **dict.fromkeys([dim2_increase], (2, +1)), diff --git a/hyperspy/signal.py b/hyperspy/signal.py index a9382bf857..08be9bb6b1 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -1934,8 +1934,8 @@ def __call__(self, axes_manager=None): return np.atleast_1d( self.data.__getitem__(axes_manager._getitem_tuple)) - def plot(self, navigator="auto", axes_manager=None, - convert_units=True, plot_markers=True, **kwargs): + def plot(self, navigator="auto", axes_manager=None, plot_markers=True, + **kwargs): """%s %s @@ -1951,8 +1951,6 @@ def plot(self, navigator="auto", axes_manager=None, if axes_manager is None: axes_manager = self.axes_manager - if convert_units: - self.axes_manager.convert_units() if self.is_rgbx is True: if axes_manager.navigation_size < 2: navigator = None @@ -1973,7 +1971,6 @@ def plot(self, navigator="auto", axes_manager=None, "'s.transpose(signal_axes=(1,2)).plot()' " "for plotting as a 2D signal.") - self._plot.auto_convert_units = convert_units self._plot.axes_manager = axes_manager self._plot.signal_data_function = self.__call__ if self.metadata.General.title: From 1df75df62f28b22b3511ecb569387cdc1305edd0 Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Thu, 26 Jul 2018 14:07:27 +0200 Subject: [PATCH 169/211] Fix error #1923, typo in casting and remove dtype forcing later in the function. --- hyperspy/misc/array_tools.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hyperspy/misc/array_tools.py b/hyperspy/misc/array_tools.py index c1e7b7d8e4..c6e903d416 100644 --- a/hyperspy/misc/array_tools.py +++ b/hyperspy/misc/array_tools.py @@ -169,7 +169,7 @@ def rebin(a, new_shape=None, scale=None, crop=True): if np.issubdtype(a.dtype, np.integer): # The _linear_bin function below requires a float dtype # because of the default numpy casting rule ('same_kind'). - a.astype("float", castin="safe", copy=False) + a.astype("float", casting="safe", copy=False) return _linear_bin(a, scale, crop) else: _logger.debug("Using standard rebin with lazy support") @@ -320,7 +320,7 @@ def _linear_bin(dat, scale, crop=True): avoid this.") # Set up the result np.array to have a new axis[0] size for after # cropping. - result = np.zeros((dim,) + dat.shape[1:], dtype=dtype) + result = np.zeros((dim,) + dat.shape[1:]) # Carry out binning over axis[0] _linear_bin_loop(result=result, data=dat, scale=s) # Swap axis[0] back to the original axis location. From 56dc7179bf9c8d12656ec7dbbcb545372e640395 Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Thu, 26 Jul 2018 15:15:06 +0200 Subject: [PATCH 170/211] Add two more EELS dwell time options and two dwell time tests in EELS. Add offset tests (fixing offset in the process). Add dwell_time tests. Add array test for dtype error. --- hyperspy/_signals/eels.py | 20 +++++++++++++------- hyperspy/signal.py | 2 +- hyperspy/tests/signal/test_eds_tem.py | 10 ++++++++++ hyperspy/tests/signal/test_eels.py | 27 +++++++++++++++++++++++++++ hyperspy/tests/signal/test_tools.py | 6 ++++++ 5 files changed, 57 insertions(+), 8 deletions(-) diff --git a/hyperspy/_signals/eels.py b/hyperspy/_signals/eels.py index 768ba37823..f1902a55ca 100644 --- a/hyperspy/_signals/eels.py +++ b/hyperspy/_signals/eels.py @@ -1348,14 +1348,20 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): m = out or m time_factor = np.prod([factors[axis.index_in_array] for axis in m.axes_manager.navigation_axes]) - mdeels = m.metadata.Acquisition_instrument.TEM.Detector + mdeels = m.metadata m.get_dimensions_from_data() - if "Acquisition_instrument.TEM.Detector.EELS.dwell_time" in m.metadata: - mdeels.EELS.dwell_time *= time_factor - elif "Acquisition_instrument.TEM.Detector.EELS.exposure" in m.metadata: - mdeels.EELS.exposure *= time_factor - elif "Acquisition_instrument.TEM.Detector.Camera.exposure" in m.metadata: - mdeels.Camera.exposure *= time_factor + if "Acquisition_instrument" in m.metadata: + mdeels = m.metadat.Acquisition_instrument + if "Acquisition_instrument.TEM.Detector.EELS.dwell_time" in m.metadata: + mdeels.TEM.Detector.EELS.dwell_time *= time_factor + elif "Acquisition_instrument.TEM.Detector.EELS.exposure" in m.metadata: + mdeels.TEM.Detector.EELS.exposure *= time_factor + elif "Acquisition_instrument.TEM.Detector.Camera.exposure" in m.metadata: + mdeels.TEM.Detector.Camera.exposure *= time_factor + elif "dwell_time" in m.metadata: + m.metadata.dwell_time *= time_factor + elif "exposure" in m.metadata: + m.metadata.exposure *= time_factor else: _logger.info('No dwell_time could be found in the metadata so this has not been updated.') if out is None: diff --git a/hyperspy/signal.py b/hyperspy/signal.py index 4e0f1e5057..f2966c7d09 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2376,7 +2376,7 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): s.data = data s.get_dimensions_from_data() for i, factor in enumerate(factors): - s.axes_manager[i].offset = (factor - 1)/2*s.axes_manager[i].scale + s.axes_manager[i].offset + s.axes_manager[i].offset += ((factor-1) * s.axes_manager[i].scale)/2 for axis, axis_src in zip(s.axes_manager._axes, self.axes_manager._axes): axis.scale = axis_src.scale * factors[axis.index_in_array] diff --git a/hyperspy/tests/signal/test_eds_tem.py b/hyperspy/tests/signal/test_eds_tem.py index 29d1b17a2b..14a9ef493a 100644 --- a/hyperspy/tests/signal/test_eds_tem.py +++ b/hyperspy/tests/signal/test_eds_tem.py @@ -85,6 +85,16 @@ def test_rebin_live_time(self): assert (old_metadata.as_dictionary() == self.signal.metadata.as_dictionary()), "Source metadata changed" + def test_offset_after_rebin(self): + s = self.signal + s.axesmanager[0].offset = 1 + s.axesmanager[1].offset = 2 + s.axesmanager[2].offset = 3 + s2 = s.rebin(scale(2, 2, 1) + assert(s2.axesmanager[0].offset == 1.5) + assert(s2.axesmanager[1].offset == 2.5) + assert(s2.axesmanager[2].offset == s.axesmanager[2].offset) + def test_add_elements(self): s = self.signal s.add_elements(['Al', 'Ni']) diff --git a/hyperspy/tests/signal/test_eels.py b/hyperspy/tests/signal/test_eels.py index d73e0d0e3e..e48d3ab2f9 100644 --- a/hyperspy/tests/signal/test_eels.py +++ b/hyperspy/tests/signal/test_eels.py @@ -247,3 +247,30 @@ def test_running(self, extrapolate_lowloss): s_ll.axes_manager[0].offset = -50 s.fourier_ratio_deconvolution(s_ll, extrapolate_lowloss=extrapolate_lowloss) +class TestRebin: + def setup_method(self, method): + # Create an empty spectrum + s = EELSSpectrum(np.ones((4, 2, 1024))) + self.signal = s + + def test_rebin_without_dwell_time(self): + s = self.signal + s.rebin(scale=(2,2,1)) + + def test_rebin_dwell_time(self): + s = self.signal + s.metadata.dwell_time = 5.3 + s.metadata.exposure = 10.2 + s2 = s.rebin(scale(2, 2, 8) + assert(s2.metadata.dwell_time == 5.3 * 2 * 2) + assert(s2.metadata.dwell_time == 10.2 * 2 * 2) + + def test_offset_after_rebin(self): + s = self.signal + s.axesmanager[0].offset = 1 + s.axesmanager[1].offset = 2 + s.axesmanager[2].offset = 3 + s2 = s.rebin(scale(2, 2, 1) + assert(s2.axesmanager[0].offset == 1.5) + assert(s2.axesmanager[1].offset == 2.5) + assert(s2.axesmanager[2].offset == s.axesmanager[2].offset) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index d8aed138dc..3e5a2a7bc3 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -335,6 +335,12 @@ def test_rebin_const_variance(self): new_s = self.signal.rebin(scale=(2, 2, 1)) assert new_s.metadata.Signal.Noise_properties.variance == 0.3 + def test_rebin_dtype(self): + s = hs.signals.Signal1D(np.arange(1000).reshape(10, 10, 10)) + s.change_dtype(np.uint8) + s2 = s.rebin(scale=(3, 3, 1), crop=False) + assert s.sum() = s2.sum() + def test_swap_axes_simple(self): s = self.signal if s._lazy: From e611ea5f43679f9b03fe29eb06e65a53f513afb4 Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Thu, 26 Jul 2018 16:06:30 +0200 Subject: [PATCH 171/211] Fix assert typo errors in the tests. --- hyperspy/tests/signal/test_eds_tem.py | 6 +++--- hyperspy/tests/signal/test_eels.py | 10 +++++----- hyperspy/tests/signal/test_tools.py | 2 +- 3 files changed, 9 insertions(+), 9 deletions(-) diff --git a/hyperspy/tests/signal/test_eds_tem.py b/hyperspy/tests/signal/test_eds_tem.py index 14a9ef493a..59f46ad603 100644 --- a/hyperspy/tests/signal/test_eds_tem.py +++ b/hyperspy/tests/signal/test_eds_tem.py @@ -91,9 +91,9 @@ def test_offset_after_rebin(self): s.axesmanager[1].offset = 2 s.axesmanager[2].offset = 3 s2 = s.rebin(scale(2, 2, 1) - assert(s2.axesmanager[0].offset == 1.5) - assert(s2.axesmanager[1].offset == 2.5) - assert(s2.axesmanager[2].offset == s.axesmanager[2].offset) + assert s2.axesmanager[0].offset == 1.5 + assert s2.axesmanager[1].offset == 2.5 + assert s2.axesmanager[2].offset == s.axesmanager[2].offset def test_add_elements(self): s = self.signal diff --git a/hyperspy/tests/signal/test_eels.py b/hyperspy/tests/signal/test_eels.py index e48d3ab2f9..e754726d49 100644 --- a/hyperspy/tests/signal/test_eels.py +++ b/hyperspy/tests/signal/test_eels.py @@ -262,8 +262,8 @@ def test_rebin_dwell_time(self): s.metadata.dwell_time = 5.3 s.metadata.exposure = 10.2 s2 = s.rebin(scale(2, 2, 8) - assert(s2.metadata.dwell_time == 5.3 * 2 * 2) - assert(s2.metadata.dwell_time == 10.2 * 2 * 2) + assert s2.metadata.dwell_time == (5.3 * 2 * 2) + assert s2.metadata.dwell_time == (10.2 * 2 * 2) def test_offset_after_rebin(self): s = self.signal @@ -271,6 +271,6 @@ def test_offset_after_rebin(self): s.axesmanager[1].offset = 2 s.axesmanager[2].offset = 3 s2 = s.rebin(scale(2, 2, 1) - assert(s2.axesmanager[0].offset == 1.5) - assert(s2.axesmanager[1].offset == 2.5) - assert(s2.axesmanager[2].offset == s.axesmanager[2].offset) + assert s2.axesmanager[0].offset == 1.5 + assert s2.axesmanager[1].offset == 2.5 + assert s2.axesmanager[2].offset == s.axesmanager[2].offset diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 3e5a2a7bc3..bdbe6612f1 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -339,7 +339,7 @@ def test_rebin_dtype(self): s = hs.signals.Signal1D(np.arange(1000).reshape(10, 10, 10)) s.change_dtype(np.uint8) s2 = s.rebin(scale=(3, 3, 1), crop=False) - assert s.sum() = s2.sum() + assert s.sum() == s2.sum() def test_swap_axes_simple(self): s = self.signal From edcc6f9b39cbdef02eb5ab16ed13e332cc9eba80 Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Thu, 26 Jul 2018 16:20:19 +0200 Subject: [PATCH 172/211] Fix missing bracket typo in some of the tests. --- hyperspy/tests/signal/test_eds_tem.py | 4 ++-- hyperspy/tests/signal/test_eels.py | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/hyperspy/tests/signal/test_eds_tem.py b/hyperspy/tests/signal/test_eds_tem.py index 59f46ad603..4d625b2066 100644 --- a/hyperspy/tests/signal/test_eds_tem.py +++ b/hyperspy/tests/signal/test_eds_tem.py @@ -90,10 +90,10 @@ def test_offset_after_rebin(self): s.axesmanager[0].offset = 1 s.axesmanager[1].offset = 2 s.axesmanager[2].offset = 3 - s2 = s.rebin(scale(2, 2, 1) + s2 = s.rebin(scale(2, 2, 1)) assert s2.axesmanager[0].offset == 1.5 assert s2.axesmanager[1].offset == 2.5 - assert s2.axesmanager[2].offset == s.axesmanager[2].offset + assert s2.axesmanager[2].offset == s.axesmanager[2].offset def test_add_elements(self): s = self.signal diff --git a/hyperspy/tests/signal/test_eels.py b/hyperspy/tests/signal/test_eels.py index e754726d49..b9fc92de5a 100644 --- a/hyperspy/tests/signal/test_eels.py +++ b/hyperspy/tests/signal/test_eels.py @@ -261,7 +261,7 @@ def test_rebin_dwell_time(self): s = self.signal s.metadata.dwell_time = 5.3 s.metadata.exposure = 10.2 - s2 = s.rebin(scale(2, 2, 8) + s2 = s.rebin(scale(2, 2, 8)) assert s2.metadata.dwell_time == (5.3 * 2 * 2) assert s2.metadata.dwell_time == (10.2 * 2 * 2) @@ -270,7 +270,7 @@ def test_offset_after_rebin(self): s.axesmanager[0].offset = 1 s.axesmanager[1].offset = 2 s.axesmanager[2].offset = 3 - s2 = s.rebin(scale(2, 2, 1) + s2 = s.rebin(scale(2, 2, 1)) assert s2.axesmanager[0].offset == 1.5 assert s2.axesmanager[1].offset == 2.5 assert s2.axesmanager[2].offset == s.axesmanager[2].offset From 1b9b117afb59340cbfb91ddc41d45ee72ad9cf4b Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Thu, 26 Jul 2018 14:38:57 +0100 Subject: [PATCH 173/211] =?UTF-8?q?revert=20formatting=20um=20into=20?= =?UTF-8?q?=C2=B5m.?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- hyperspy/axes.py | 14 ++---- hyperspy/tests/axes/test_conversion_units.py | 26 +++++----- hyperspy/tests/io/test_blockfile.py | 4 +- hyperspy/tests/io/test_bruker.py | 4 +- hyperspy/tests/io/test_fei.py | 20 ++++---- hyperspy/tests/io/test_tiff.py | 48 +++++++++---------- .../tests/signal/test_fourier_transform.py | 6 +-- hyperspy/tests/signal/test_tools.py | 8 ++-- 8 files changed, 62 insertions(+), 68 deletions(-) diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 8a7c95404b..08be9f2e27 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -197,12 +197,9 @@ def units(self): @units.setter def units(self, s): - if s == t.Undefined: - self._units = s - elif s == '': + if s == '': self._units = t.Undefined - else: - self._units = s.replace('um', 'µm').replace(' ', '') + self._units = s @add_gui_method(toolkey="DataAxis") @@ -636,12 +633,9 @@ def units(self): @units.setter def units(self, s): - if s == t.Undefined: - self._units = s - elif s == '': + if s == '': self._units = t.Undefined - else: - self._units = s.replace('um', 'µm').replace(' ', '') + self._units = s @add_gui_method(toolkey="AxesManager") diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index 6ac2263aca..53277432e4 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -39,12 +39,12 @@ def _set_units_scale_size(self, units=t.Undefined, scale=1.0, size=100, def test_units_setter(self): self.uc.units = ' m' - assert self.uc.units == 'm' + assert self.uc.units == ' m' self.uc.units = 'um' + assert self.uc.units == 'um' + self.uc.units = 'µm' assert self.uc.units == 'µm' - self.uc.units = ' µm' - assert self.uc.units == 'µm' - self.uc.units = ' km' + self.uc.units = 'km' assert self.uc.units == 'km' def test_ignore_conversion(self): @@ -74,7 +74,7 @@ def test_convert_to_units(self): self._set_units_scale_size('m', 1.0E-3) out = self.uc._convert_units('µm') assert out is None - assert self.uc.units == 'µm' + assert self.uc.units == 'um' nt.assert_almost_equal(self.uc.scale, 1E3) self._set_units_scale_size('µm', 0.5) @@ -92,7 +92,7 @@ def test_convert_to_units(self): self._set_units_scale_size('1/µm', 5) out = self.uc._convert_units('1/nm') assert out is None - assert self.uc.units == '1/nm' + assert self.uc.units == '1 / nm' nt.assert_almost_equal(self.uc.scale, 0.005) self._set_units_scale_size('eV', 5) @@ -142,19 +142,19 @@ def test_get_compact_unit(self): # typical TEM diffraction self._set_units_scale_size('1/m', 0.1E9, 1024) self.uc._convert_compact_units() - assert self.uc.units == '1/nm' + assert self.uc.units == '1 / nm' nt.assert_almost_equal(self.uc.scale, 0.1) # typical TEM diffraction self._set_units_scale_size('1/m', 0.01E9, 256) self.uc._convert_compact_units() - assert self.uc.units == '1/µm' + assert self.uc.units == '1 / um' nt.assert_almost_equal(self.uc.scale, 10.0) # high camera length diffraction self._set_units_scale_size('1/m', 0.1E9, 4096) self.uc._convert_compact_units() - assert self.uc.units == '1/nm' + assert self.uc.units == '1 / nm' nt.assert_almost_equal(self.uc.scale, 0.1) # typical EDS resolution @@ -244,7 +244,7 @@ def test_convert_to_compact_units(self): def test_convert_to_units(self): self.axis.convert_to_units(units='µm') nt.assert_almost_equal(self.axis.scale, 12E-6) - assert self.axis.units == 'µm' + assert self.axis.units == 'um' nt.assert_almost_equal(self.axis.offset, 0.005) def test_units_not_supported_by_pint_warning_raised(self): @@ -414,14 +414,14 @@ def test_convert_to_units_list(self): nt.assert_almost_equal(self.am['x'].scale, 1.5) assert self.am['x'].units == 'nm' nt.assert_almost_equal(self.am['y'].scale, 0.5E-3) - assert self.am['y'].units == 'µm' + assert self.am['y'].units == 'um' nt.assert_almost_equal(self.am['energy'].scale, 5E3) assert self.am['energy'].units == 'meV' def test_convert_to_units_list_same_units(self): self.am2.convert_units(units=['µm', 'eV', 'meV'], same_units=True) nt.assert_almost_equal(self.am2['x'].scale, 0.0015) - assert self.am2['x'].units == 'µm' + assert self.am2['x'].units == 'um' nt.assert_almost_equal(self.am2['energy'].scale, self.axes_list2[1]['scale']) assert self.am2['energy'].units == self.axes_list2[1]['units'] @@ -432,7 +432,7 @@ def test_convert_to_units_list_same_units(self): def test_convert_to_units_list_signal2D(self): self.am2.convert_units(units=['µm', 'eV', 'meV'], same_units=False) nt.assert_almost_equal(self.am2['x'].scale, 0.0015) - assert self.am2['x'].units == 'µm' + assert self.am2['x'].units == 'um' nt.assert_almost_equal(self.am2['energy'].scale, 2500) assert self.am2['energy'].units == 'meV' nt.assert_almost_equal(self.am2['energy2'].scale, 5.0) diff --git a/hyperspy/tests/io/test_blockfile.py b/hyperspy/tests/io/test_blockfile.py index 546bd9b331..0e88765c8e 100644 --- a/hyperspy/tests/io/test_blockfile.py +++ b/hyperspy/tests/io/test_blockfile.py @@ -113,10 +113,10 @@ def save_path(): 'scale': 64.0, 'size': 3, 'units': 'nm'}, 'axis-2': { 'name': 'dy', 'navigate': False, 'offset': 0.0, - 'scale': 160.61676839061997, 'size': 5, 'units': 'µm'}, + 'scale': 160.61676839061997, 'size': 5, 'units': 'um'}, 'axis-3': { 'name': 'dx', 'navigate': False, 'offset': 0.0, - 'scale': 160.61676839061997, 'size': 5, 'units': 'µm'}} + 'scale': 160.61676839061997, 'size': 5, 'units': 'um'}} def test_load1(): diff --git a/hyperspy/tests/io/test_bruker.py b/hyperspy/tests/io/test_bruker.py index 78d3f7795e..a579a3da59 100644 --- a/hyperspy/tests/io/test_bruker.py +++ b/hyperspy/tests/io/test_bruker.py @@ -89,7 +89,7 @@ def test_hyperspy_wrap(): hype.axes_manager[1].scale, 8.7367850619778, atol=1E-12) - assert hype.axes_manager[1].units == 'µm' + assert hype.axes_manager[1].units == 'um' assert_allclose(hype.axes_manager[2].scale, 0.010001) assert_allclose(hype.axes_manager[2].offset, -0.472397235) assert hype.axes_manager[2].units == 'keV' @@ -148,7 +148,7 @@ def test_hyperspy_wrap_downsampled(): hype.axes_manager[1].scale, 43.683925309889, atol=1E-12) - assert hype.axes_manager[1].units == 'µm' + assert hype.axes_manager[1].units == 'um' def test_get_mode(): diff --git a/hyperspy/tests/io/test_fei.py b/hyperspy/tests/io/test_fei.py index 773e815d33..72e3f4e1f1 100644 --- a/hyperspy/tests/io/test_fei.py +++ b/hyperspy/tests/io/test_fei.py @@ -72,10 +72,10 @@ def test_load_diffraction_point(self): assert ( s0.metadata.Acquisition_instrument.TEM.acquisition_mode == 'TEM') assert_allclose(s0.axes_manager[0].scale, 0.101571, rtol=1E-5) - assert s0.axes_manager[0].units == '1/nm' + assert s0.axes_manager[0].units == '1 / nm' assert (s0.axes_manager[0].name == 'x') assert_allclose(s0.axes_manager[1].scale, 0.101571, rtol=1E-5) - assert s0.axes_manager[1].units == '1/nm' + assert s0.axes_manager[1].units == '1 / nm' assert (s0.axes_manager[1].name == 'y') def test_load_diffraction_line_scan(self): @@ -100,12 +100,12 @@ def test_load_diffraction_line_scan(self): s0[1].metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') assert_allclose(s0[1].axes_manager[0].scale, 3.68864, rtol=1E-5) assert s0[1].axes_manager[0].units == 'nm' - assert s0[1].axes_manager[1].units == '1/nm' + assert s0[1].axes_manager[1].units == '1 / nm' assert (s0[1].axes_manager[0].name == 'x') assert_allclose(s0[1].axes_manager[1].scale, 0.174353, rtol=1E-5) assert_allclose(s0[1].axes_manager[2].scale, 0.174353, rtol=1E-5) - assert s0[1].axes_manager[2].units == '1/nm' - assert (s0[1].axes_manager[1].units == '1/nm') + assert s0[1].axes_manager[2].units == '1 / nm' + assert (s0[1].axes_manager[1].units == '1 / nm') assert (s0[1].axes_manager[1].name == 'x') assert (s0[1].axes_manager[2].name == 'y') @@ -132,7 +132,7 @@ def test_load_diffraction_area_scan(self): assert_allclose(s0[1].axes_manager[0].scale, 1.87390, rtol=1E-5) assert s0[1].axes_manager[0].units == 'nm' assert_allclose(s0[1].axes_manager[2].scale, 0.174353, rtol=1E-5) - assert s0[1].axes_manager[2].units == '1/nm' + assert s0[1].axes_manager[2].units == '1 / nm' assert (s0[0].axes_manager[0].name == 'x') assert (s0[0].axes_manager[1].name == 'y') assert (s0[0].axes_manager[2].name == 'Energy') @@ -143,7 +143,7 @@ def test_load_diffraction_area_scan(self): assert (s0[1].axes_manager[1].name == 'y') assert (s0[1].axes_manager[2].name == 'x') assert_allclose(s0[1].axes_manager[3].scale, 0.174353, rtol=1E-5) - assert (s0[1].axes_manager[3].units == '1/nm') + assert (s0[1].axes_manager[3].units == '1 / nm') assert (s0[1].axes_manager[3].name == 'y') def test_load_spectrum_point(self): @@ -288,9 +288,9 @@ def test_load_stack_image_preview(self): assert s2.data.shape == (5, 128, 128) assert_allclose(s2.axes_manager[1].scale, 0.042464, rtol=1E-5) assert s0.axes_manager[0].units is t.Undefined - assert s2.axes_manager[1].units == '1/nm' + assert s2.axes_manager[1].units == '1 / nm' assert_allclose(s2.axes_manager[2].scale, 0.042464, rtol=1E-5) - assert s2.axes_manager[2].units == '1/nm' + assert s2.axes_manager[2].units == '1 / nm' fname1 = os.path.join( self.dirpathold, '16x16x5_STEM_BF_DF_preview.emi') @@ -365,7 +365,7 @@ def test_load_units_scale(self): fname1 = os.path.join(self.dirpathold, '64x64_diffraction_acquire.emi') s1 = load(fname1) assert_allclose(s1.axes_manager[0].scale, 0.101571, rtol=1E-5) - assert s1.axes_manager[0].units == '1/nm' + assert s1.axes_manager[0].units == '1 / nm' assert_allclose(s1.metadata.Acquisition_instrument.TEM.camera_length, 490.0, rtol=1E-5) # STEM diffraction diff --git a/hyperspy/tests/io/test_tiff.py b/hyperspy/tests/io/test_tiff.py index a715a514a1..6a52d8ee65 100644 --- a/hyperspy/tests/io/test_tiff.py +++ b/hyperspy/tests/io/test_tiff.py @@ -71,8 +71,8 @@ def test_read_unit_from_imagej(): fname = os.path.join(MY_PATH, 'tiff_files', 'test_loading_image_saved_with_imageJ.tif') s = hs.load(fname) - assert s.axes_manager[0].units == 'µm' - assert s.axes_manager[1].units == 'µm' + assert s.axes_manager[0].units == 'um' + assert s.axes_manager[1].units == 'um' assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) @@ -83,8 +83,8 @@ def test_read_unit_from_imagej_stack(): s = hs.load(fname) assert s.data.shape == (2, 68, 68) assert s.axes_manager[0].units == t.Undefined - assert s.axes_manager[1].units == 'µm' - assert s.axes_manager[2].units == 'µm' + assert s.axes_manager[1].units == 'um' + assert s.axes_manager[2].units == 'um' assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) assert_allclose(s.axes_manager[2].scale, 0.16867, atol=1E-5) @@ -96,8 +96,8 @@ def test_read_unit_from_DM_stack(): s = hs.load(fname) assert s.data.shape == (2, 68, 68) assert s.axes_manager[0].units == 's' - assert s.axes_manager[1].units == 'µm' - assert s.axes_manager[2].units == 'µm' + assert s.axes_manager[1].units == 'um' + assert s.axes_manager[2].units == 'um' assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) assert_allclose(s.axes_manager[2].scale, 1.68674, atol=1E-5) @@ -108,8 +108,8 @@ def test_read_unit_from_DM_stack(): s2 = hs.load(fname2) _compare_signal_shape_data(s, s2) assert s2.axes_manager[0].units == s.axes_manager[0].units - assert s2.axes_manager[1].units == 'µm' - assert s2.axes_manager[2].units == 'µm' + assert s2.axes_manager[1].units == 'um' + assert s2.axes_manager[2].units == 'um' assert_allclose( s2.axes_manager[0].scale, s.axes_manager[0].scale, atol=1E-5) assert_allclose( @@ -158,8 +158,8 @@ def test_write_read_unit_imagej(): tmpdir, 'test_loading_image_saved_with_imageJ2.tif') s.save(fname2, export_scale=True, overwrite=True) s2 = hs.load(fname2) - assert s2.axes_manager[0].units == 'µm' - assert s2.axes_manager[1].units == 'µm' + assert s2.axes_manager[0].units == 'um' + assert s2.axes_manager[1].units == 'um' assert s.data.shape == s.data.shape @@ -183,8 +183,8 @@ def test_write_read_unit_imagej_with_description(): fname3 = os.path.join(tmpdir, 'description2.tif') s.save(fname3, export_scale=True, overwrite=True, description='test') s3 = hs.load(fname3) - assert s3.axes_manager[0].units == 'µm' - assert s3.axes_manager[1].units == 'µm' + assert s3.axes_manager[0].units == 'um' + assert s3.axes_manager[1].units == 'um' assert_allclose(s3.axes_manager[0].scale, 0.16867, atol=1E-5) assert_allclose(s3.axes_manager[1].scale, 0.16867, atol=1E-5) @@ -353,8 +353,8 @@ def test_write_scale_unit_image_stack(): _compare_signal_shape_data(s, s1) assert s1.axes_manager[0].units == 'pm' # only one unit can be read - assert s1.axes_manager[1].units == 'µm' - assert s1.axes_manager[2].units == 'µm' + assert s1.axes_manager[1].units == 'um' + assert s1.axes_manager[2].units == 'um' assert_allclose(s1.axes_manager[0].scale, 250.0) assert_allclose(s1.axes_manager[1].scale, s.axes_manager[1].scale) assert_allclose(s1.axes_manager[2].scale, s.axes_manager[2].scale) @@ -395,8 +395,8 @@ def test_saving_loading_stack_no_scale(): def test_read_FEI_SEM_scale_metadata_8bits(): fname = os.path.join(MY_PATH2, 'FEI-Helios-Ebeam-8bits.tif') s = hs.load(fname) - assert s.axes_manager[0].units == 'µm' - assert s.axes_manager[1].units == 'µm' + assert s.axes_manager[0].units == 'um' + assert s.axes_manager[1].units == 'um' assert_allclose(s.axes_manager[0].scale, 3.3724, rtol=1E-5) assert_allclose(s.axes_manager[1].scale, 3.3724, rtol=1E-5) assert s.data.dtype == 'uint8' @@ -406,8 +406,8 @@ def test_read_FEI_SEM_scale_metadata_8bits(): def test_read_FEI_SEM_scale_metadata_16bits(): fname = os.path.join(MY_PATH2, 'FEI-Helios-Ebeam-16bits.tif') s = hs.load(fname) - assert s.axes_manager[0].units == 'µm' - assert s.axes_manager[1].units == 'µm' + assert s.axes_manager[0].units == 'um' + assert s.axes_manager[1].units == 'um' assert_allclose(s.axes_manager[0].scale, 3.3724, rtol=1E-5) assert_allclose(s.axes_manager[1].scale, 3.3724, rtol=1E-5) assert s.data.dtype == 'uint16' @@ -439,8 +439,8 @@ def test_read_Zeiss_SEM_scale_metadata_1k_image(): fname = os.path.join(MY_PATH2, 'test_tiff_Zeiss_SEM_1k.tif') s = hs.load(fname) - assert s.axes_manager[0].units == 'µm' - assert s.axes_manager[1].units == 'µm' + assert s.axes_manager[0].units == 'um' + assert s.axes_manager[1].units == 'um' assert_allclose(s.axes_manager[0].scale, 2.615, rtol=1E-5) assert_allclose(s.axes_manager[1].scale, 2.615, rtol=1E-5) assert s.data.dtype == 'uint16' @@ -466,8 +466,8 @@ def test_read_BW_Zeiss_optical_scale_metadata(): s = hs.load(fname, force_read_resolution=True) assert s.data.dtype == np.uint16 assert s.data.shape == (10, 13) - assert s.axes_manager[0].units == 'µm' - assert s.axes_manager[1].units == 'µm' + assert s.axes_manager[0].units == 'um' + assert s.axes_manager[1].units == 'um' assert_allclose(s.axes_manager[0].scale, 169.333, rtol=1E-5) assert_allclose(s.axes_manager[1].scale, 169.333, rtol=1E-5) assert s.metadata.General.date == '2016-06-13' @@ -490,8 +490,8 @@ def test_read_BW_Zeiss_optical_scale_metadata2(): s = hs.load(fname, force_read_resolution=True) assert s.data.dtype == np.uint16 assert s.data.shape == (10, 13) - assert s.axes_manager[0].units == 'µm' - assert s.axes_manager[1].units == 'µm' + assert s.axes_manager[0].units == 'um' + assert s.axes_manager[1].units == 'um' assert_allclose(s.axes_manager[0].scale, 169.333, rtol=1E-5) assert_allclose(s.axes_manager[1].scale, 169.333, rtol=1E-5) assert s.metadata.General.date == '2016-06-13' diff --git a/hyperspy/tests/signal/test_fourier_transform.py b/hyperspy/tests/signal/test_fourier_transform.py index f4dadafd7f..a511cbea7e 100644 --- a/hyperspy/tests/signal/test_fourier_transform.py +++ b/hyperspy/tests/signal/test_fourier_transform.py @@ -33,8 +33,8 @@ def test_fft_signal2d(lazy): im.axes_manager.signal_axes[1].scale = 10. im_fft = im.fft() - assert im_fft.axes_manager.signal_axes[0].units == '1/nm' - assert im_fft.axes_manager.signal_axes[1].units == '1/nm' + assert im_fft.axes_manager.signal_axes[0].units == '1 / nm' + assert im_fft.axes_manager.signal_axes[1].units == '1 / nm' assert im_fft.axes_manager.signal_axes[0].scale == 1. / 5. / 10. assert im_fft.axes_manager.signal_axes[1].scale == 1. / 4. / 10. assert im_fft.axes_manager.signal_axes[0].offset == 0. @@ -93,7 +93,7 @@ def test_fft_signal1d(lazy): assert s_fft.axes_manager.signal_axes[0].scale == 1. / 5. / 6. s_ifft = s_fft.ifft() - assert s_ifft.axes_manager.signal_axes[0].units == '1/mrad' + assert s_ifft.axes_manager.signal_axes[0].units == '1 / mrad' assert s_ifft.axes_manager.signal_axes[0].scale == 6. assert isinstance(s_fft, ComplexSignal1D) assert isinstance(s_ifft, Signal1D) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index c35082cb47..cb704cc3aa 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -196,8 +196,8 @@ def test_crop_float_unit_convertion_signal2D(self): s.crop(1, 0.0, 5.0, convert_units=True) nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) nt.assert_almost_equal(s.axes_manager[1].scale, 0.01) - assert s.axes_manager[0].units == "µm" - assert s.axes_manager[1].units == "µm" + assert s.axes_manager[0].units == "um" + assert s.axes_manager[1].units == "um" nt.assert_allclose(s.data, d[:500, :500]) def test_crop_image_unit_convertion_signal2D(self): @@ -245,8 +245,8 @@ def test_crop_image_unit_convertion_signal2D(self): s.crop_image(0, 5.0, 0.0, 5.0, convert_units=True) nt.assert_almost_equal(s.axes_manager[0].scale, 0.01) nt.assert_almost_equal(s.axes_manager[1].scale, 0.01) - assert s.axes_manager[0].units == "µm" - assert s.axes_manager[1].units == "µm" + assert s.axes_manager[0].units == "um" + assert s.axes_manager[1].units == "um" nt.assert_allclose(s.data, d[:500, :500]) def test_split_axis0(self): From 52c586616cc5da6c1792b64c262526efaa816cb7 Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Thu, 26 Jul 2018 16:41:05 +0200 Subject: [PATCH 174/211] Fix more Test typos. --- hyperspy/tests/signal/test_eds_tem.py | 12 ++++++------ hyperspy/tests/signal/test_eels.py | 14 +++++++------- hyperspy/tests/signal/test_tools.py | 2 +- 3 files changed, 14 insertions(+), 14 deletions(-) diff --git a/hyperspy/tests/signal/test_eds_tem.py b/hyperspy/tests/signal/test_eds_tem.py index 4d625b2066..7697e60327 100644 --- a/hyperspy/tests/signal/test_eds_tem.py +++ b/hyperspy/tests/signal/test_eds_tem.py @@ -87,13 +87,13 @@ def test_rebin_live_time(self): def test_offset_after_rebin(self): s = self.signal - s.axesmanager[0].offset = 1 - s.axesmanager[1].offset = 2 - s.axesmanager[2].offset = 3 + s.axes_manager[0].offset = 1 + s.axes_manager[1].offset = 2 + s.axes_manager[2].offset = 3 s2 = s.rebin(scale(2, 2, 1)) - assert s2.axesmanager[0].offset == 1.5 - assert s2.axesmanager[1].offset == 2.5 - assert s2.axesmanager[2].offset == s.axesmanager[2].offset + assert s2.axes_manager[0].offset == 1.5 + assert s2.axes_manager[1].offset == 2.5 + assert s2.axes_manager[2].offset == s.axes_manager[2].offset def test_add_elements(self): s = self.signal diff --git a/hyperspy/tests/signal/test_eels.py b/hyperspy/tests/signal/test_eels.py index b9fc92de5a..cf8dc03c09 100644 --- a/hyperspy/tests/signal/test_eels.py +++ b/hyperspy/tests/signal/test_eels.py @@ -250,7 +250,7 @@ def test_running(self, extrapolate_lowloss): class TestRebin: def setup_method(self, method): # Create an empty spectrum - s = EELSSpectrum(np.ones((4, 2, 1024))) + s = signals.EELSSpectrum(np.ones((4, 2, 1024))) self.signal = s def test_rebin_without_dwell_time(self): @@ -267,10 +267,10 @@ def test_rebin_dwell_time(self): def test_offset_after_rebin(self): s = self.signal - s.axesmanager[0].offset = 1 - s.axesmanager[1].offset = 2 - s.axesmanager[2].offset = 3 + s.axes_manager[0].offset = 1 + s.axes_manager[1].offset = 2 + s.axes_manager[2].offset = 3 s2 = s.rebin(scale(2, 2, 1)) - assert s2.axesmanager[0].offset == 1.5 - assert s2.axesmanager[1].offset == 2.5 - assert s2.axesmanager[2].offset == s.axesmanager[2].offset + assert s2.axes_manager[0].offset == 1.5 + assert s2.axes_manager[1].offset == 2.5 + assert s2.axes_manager[2].offset == s.axes_manager[2].offset diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index bdbe6612f1..a1f022cc13 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -336,7 +336,7 @@ def test_rebin_const_variance(self): assert new_s.metadata.Signal.Noise_properties.variance == 0.3 def test_rebin_dtype(self): - s = hs.signals.Signal1D(np.arange(1000).reshape(10, 10, 10)) + s = signals.Signal1D(np.arange(1000).reshape(10, 10, 10)) s.change_dtype(np.uint8) s2 = s.rebin(scale=(3, 3, 1), crop=False) assert s.sum() == s2.sum() From 3b17c40c1e570abc6fd4288947867a366cf3718b Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Thu, 26 Jul 2018 15:43:47 +0100 Subject: [PATCH 175/211] Remove auto_convert_units reader parameter --- hyperspy/io.py | 12 +++---- hyperspy/io_plugins/README | 1 - hyperspy/io_plugins/blockfile.py | 1 - hyperspy/io_plugins/bruker.py | 3 +- hyperspy/io_plugins/dens.py | 1 - hyperspy/io_plugins/digital_micrograph.py | 1 - hyperspy/io_plugins/edax.py | 1 - hyperspy/io_plugins/emd.py | 1 - hyperspy/io_plugins/fei.py | 11 ++++++- hyperspy/io_plugins/hspy.py | 1 - hyperspy/io_plugins/image.py | 1 - hyperspy/io_plugins/mrc.py | 1 - hyperspy/io_plugins/mrcz.py | 1 - hyperspy/io_plugins/msa.py | 1 - hyperspy/io_plugins/netcdf.py | 1 - hyperspy/io_plugins/protochips.py | 1 - hyperspy/io_plugins/ripple.py | 1 - hyperspy/io_plugins/semper_unf.py | 1 - hyperspy/io_plugins/tiff.py | 1 - hyperspy/tests/io/test_blockfile.py | 35 +++++++++++++++------ hyperspy/tests/io/test_bruker.py | 4 +-- hyperspy/tests/io/test_edax.py | 6 ++-- hyperspy/tests/io/test_emd.py | 27 +++++++--------- hyperspy/tests/io/test_fei.py | 28 ++++++++--------- hyperspy/tests/io/test_tiff.py | 38 +++++++++++------------ 25 files changed, 91 insertions(+), 89 deletions(-) diff --git a/hyperspy/io.py b/hyperspy/io.py index 82f8e008d6..f30e08cfbc 100644 --- a/hyperspy/io.py +++ b/hyperspy/io.py @@ -49,7 +49,7 @@ def load(filenames=None, stack_axis=None, new_axis_name="stack_element", lazy=False, - convert_units=None, + convert_units=False, **kwds): """ Load potentially multiple supported file into an hyperspy structure. @@ -108,10 +108,9 @@ def load(filenames=None, Open the data lazily - i.e. without actually reading the data from the disk until required. Allows opening arbitrary-sized datasets. The default is `False`. - convert_units : {None, bool} + convert_units : {bool} If True, convert the units using the `convert_to_units` method of - the `axes_manager`. If False, does nothing. If None, use the default - setting of the file reader used. The default is None + the `axes_manager`. If False, does nothing. The default is False. print_info: bool For SEMPER unf- and EMD (Berkley)-files, if True (default is False) additional information read during loading is printed for a quick @@ -311,16 +310,13 @@ def load_single_file(filename, **kwds): return load_with_reader(filename=filename, reader=reader, **kwds) -def load_with_reader(filename, reader, signal_type=None, convert_units=None, +def load_with_reader(filename, reader, signal_type=None, convert_units=False, **kwds): lazy = kwds.get('lazy', False) file_data_list = reader.file_reader(filename, **kwds) objects = [] - convert_units = convert_units or ( - convert_units is None and reader.auto_convert_units) - for signal_dict in file_data_list: if 'metadata' in signal_dict: if "Signal" not in signal_dict["metadata"]: diff --git a/hyperspy/io_plugins/README b/hyperspy/io_plugins/README index fd11401f57..efad56e64a 100644 --- a/hyperspy/io_plugins/README +++ b/hyperspy/io_plugins/README @@ -13,7 +13,6 @@ All the read/write plugins must provide a python file containing: # Recognised file extension file_extensions = default_extension = # Index of the extension that will be used by default - auto_convert_units = # Convert automatically the units # Reading capabilities reads_images = reads_spectrum = diff --git a/hyperspy/io_plugins/blockfile.py b/hyperspy/io_plugins/blockfile.py index 80d01b32aa..8d79c7c898 100644 --- a/hyperspy/io_plugins/blockfile.py +++ b/hyperspy/io_plugins/blockfile.py @@ -38,7 +38,6 @@ # Recognised file extension file_extensions = ['blo', 'BLO'] default_extension = 0 -auto_convert_units = True # Writing capabilities: writes = [(2, 2), (2, 1), (2, 0)] magics = [0x0102] diff --git a/hyperspy/io_plugins/bruker.py b/hyperspy/io_plugins/bruker.py index 5dd51fa7d6..c62aa30bc3 100644 --- a/hyperspy/io_plugins/bruker.py +++ b/hyperspy/io_plugins/bruker.py @@ -35,7 +35,6 @@ # Recognised file extension file_extensions = ('bcf', 'spx') default_extension = 0 -auto_convert_units = True # Reading capabilities reads_images = True reads_spectrum = True @@ -1191,7 +1190,7 @@ def file_reader(filename, *args, **kwds): return spx_reader(filename, *args, **kwds) -def bcf_reader(filename, select_type=None, convert_units=None, index=None, # noqa +def bcf_reader(filename, select_type=None, index=None, # noqa downsample=1, cutoff_at_kV=None, instrument=None, lazy=False): """Reads a bruker bcf file and loads the data into the appropriate class, then wraps it into appropriate hyperspy required list of dictionaries diff --git a/hyperspy/io_plugins/dens.py b/hyperspy/io_plugins/dens.py index 6aa3fd5e2d..b70913ca74 100644 --- a/hyperspy/io_plugins/dens.py +++ b/hyperspy/io_plugins/dens.py @@ -32,7 +32,6 @@ # Recognised file extension file_extensions = ['dens', 'DENS'] default_extension = 0 -auto_convert_units = False # Writing capabilities writes = False diff --git a/hyperspy/io_plugins/digital_micrograph.py b/hyperspy/io_plugins/digital_micrograph.py index f1e6a3d2e4..8b6a907ccc 100644 --- a/hyperspy/io_plugins/digital_micrograph.py +++ b/hyperspy/io_plugins/digital_micrograph.py @@ -46,7 +46,6 @@ # Recognised file extension file_extensions = ('dm3', 'DM3', 'dm4', 'DM4') default_extension = 0 -auto_convert_units = False # Writing features writes = False # ---------------------- diff --git a/hyperspy/io_plugins/edax.py b/hyperspy/io_plugins/edax.py index e031a42a77..49da563ff7 100644 --- a/hyperspy/io_plugins/edax.py +++ b/hyperspy/io_plugins/edax.py @@ -46,7 +46,6 @@ # Recognised file extension file_extensions = ['spd', 'SPD', 'spc', 'SPC'] default_extension = 0 -auto_convert_units = True # Writing capabilities writes = False diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index ac3304118d..804e8a0687 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -49,7 +49,6 @@ # Recognised file extension file_extensions = ('emd', 'EMD') default_extension = 0 -auto_convert_units = True # Reading capabilities reads_images = True reads_spectrum = True diff --git a/hyperspy/io_plugins/fei.py b/hyperspy/io_plugins/fei.py index 6a1043f059..0168052ac6 100644 --- a/hyperspy/io_plugins/fei.py +++ b/hyperspy/io_plugins/fei.py @@ -44,7 +44,6 @@ # Recognised file extension file_extensions = ser_extensions + emi_extensions default_extension = 0 -auto_convert_units = True # Writing capabilities writes = False # ---------------------- @@ -559,6 +558,16 @@ def ser_reader(filename, objects=None, *args, **kwds): }) array_shape.append(data['ArraySizeX'][0]) + # FEI seems to use the international system of units (SI) for the + # spatial scale. However, we prefer to work in nm + for axis in axes: + if axis['units'] == 'meters': + axis['units'] = 'nm' + axis['scale'] *= 10 ** 9 + elif axis['units'] == '1/meters': + axis['units'] = '1 / nm' + axis['scale'] /= 10 ** 9 + # Remove Nones from array_shape caused by squeezing size 1 dimensions array_shape = [dim for dim in array_shape if dim is not None] lazy = kwds.pop('lazy', False) diff --git a/hyperspy/io_plugins/hspy.py b/hyperspy/io_plugins/hspy.py index fe21af14a9..9fa4054862 100644 --- a/hyperspy/io_plugins/hspy.py +++ b/hyperspy/io_plugins/hspy.py @@ -41,7 +41,6 @@ # Recognised file extension file_extensions = ['hspy', 'hdf5'] default_extension = 0 -auto_convert_units = False # Writing capabilities writes = True version = "3.0" diff --git a/hyperspy/io_plugins/image.py b/hyperspy/io_plugins/image.py index c25ce38b42..f81e3d2d22 100644 --- a/hyperspy/io_plugins/image.py +++ b/hyperspy/io_plugins/image.py @@ -30,7 +30,6 @@ file_extensions = ['png', 'bmp', 'dib', 'gif', 'jpeg', 'jpe', 'jpg', 'msp', 'pcx', 'ppm', "pbm", "pgm", 'xbm', 'spi', ] default_extension = 0 # png -auto_convert_units = True # Writing features writes = [(2, 0), ] # ---------------------- diff --git a/hyperspy/io_plugins/mrc.py b/hyperspy/io_plugins/mrc.py index 94eb54ac6f..a7a7ede94b 100644 --- a/hyperspy/io_plugins/mrc.py +++ b/hyperspy/io_plugins/mrc.py @@ -39,7 +39,6 @@ # Recognised file extension file_extensions = ['mrc', 'MRC', 'ALI', 'ali'] default_extension = 0 -auto_convert_units = True # Writing capabilities writes = False diff --git a/hyperspy/io_plugins/mrcz.py b/hyperspy/io_plugins/mrcz.py index a07f0101ab..8bf59b073e 100644 --- a/hyperspy/io_plugins/mrcz.py +++ b/hyperspy/io_plugins/mrcz.py @@ -29,7 +29,6 @@ # Recognised file extension file_extensions = ['mrc', 'MRC', 'mrcz', 'MRCZ'] default_extension = 2 -auto_convert_units = False # Writing capabilities: writes = True diff --git a/hyperspy/io_plugins/msa.py b/hyperspy/io_plugins/msa.py index f68b3c60a3..cd03d62643 100644 --- a/hyperspy/io_plugins/msa.py +++ b/hyperspy/io_plugins/msa.py @@ -39,7 +39,6 @@ full_support = False file_extensions = ('msa', 'ems', 'mas', 'emsa', 'EMS', 'MAS', 'EMSA', 'MSA') default_extension = 0 -auto_convert_units = False # Writing capabilities writes = [(1, 0), ] # ---------------------- diff --git a/hyperspy/io_plugins/netcdf.py b/hyperspy/io_plugins/netcdf.py index 6930e1db41..6c8a21df03 100644 --- a/hyperspy/io_plugins/netcdf.py +++ b/hyperspy/io_plugins/netcdf.py @@ -45,7 +45,6 @@ full_support = True file_extensions = ('nc', 'NC') default_extension = 0 -auto_convert_units = False # Writing features writes = False diff --git a/hyperspy/io_plugins/protochips.py b/hyperspy/io_plugins/protochips.py index 9e71efa4ea..5bffc52955 100644 --- a/hyperspy/io_plugins/protochips.py +++ b/hyperspy/io_plugins/protochips.py @@ -33,7 +33,6 @@ # Recognised file extension file_extensions = ['csv', 'CSV'] default_extension = 0 -auto_convert_units = False # Reading capabilities reads_images = False reads_spectrum = False diff --git a/hyperspy/io_plugins/ripple.py b/hyperspy/io_plugins/ripple.py index d0b795a73d..6ef645dea9 100644 --- a/hyperspy/io_plugins/ripple.py +++ b/hyperspy/io_plugins/ripple.py @@ -46,7 +46,6 @@ # Recognised file extension file_extensions = ['rpl', 'RPL'] default_extension = 0 -auto_convert_units = False # Writing capabilities writes = [(1, 0), (1, 1), (1, 2), (2, 0), (2, 1), ] # ---------------------- diff --git a/hyperspy/io_plugins/semper_unf.py b/hyperspy/io_plugins/semper_unf.py index 6542264eec..27c33ad985 100644 --- a/hyperspy/io_plugins/semper_unf.py +++ b/hyperspy/io_plugins/semper_unf.py @@ -96,7 +96,6 @@ # Recognised file extension file_extensions = ('unf', 'UNF') default_extension = 0 -auto_convert_units = False # Writing features writes = [(1, 0), (1, 1), (1, 2), (2, 0), (2, 1)] # All up to 3D # ---------------------- diff --git a/hyperspy/io_plugins/tiff.py b/hyperspy/io_plugins/tiff.py index 0d796514e4..d07b1c4479 100644 --- a/hyperspy/io_plugins/tiff.py +++ b/hyperspy/io_plugins/tiff.py @@ -40,7 +40,6 @@ full_support = False file_extensions = ['tif', 'tiff'] default_extension = 0 # tif -auto_convert_units = True # Writing features writes = [(2, 0), (2, 1)] # ---------------------- diff --git a/hyperspy/tests/io/test_blockfile.py b/hyperspy/tests/io/test_blockfile.py index 0e88765c8e..33a3b07a82 100644 --- a/hyperspy/tests/io/test_blockfile.py +++ b/hyperspy/tests/io/test_blockfile.py @@ -99,12 +99,26 @@ def save_path(): 'scale': 12.8, 'size': 2, 'units': 'nm'}, 'axis-2': { 'name': 'dy', 'navigate': False, 'offset': 0.0, - 'scale': 0.16061676839061997, 'size': 144, 'units': 'mm'}, + 'scale': 0.016061676839061997, 'size': 144, 'units': 'cm'}, 'axis-3': { 'name': 'dx', 'navigate': False, 'offset': 0.0, - 'scale': 0.16061676839061997, 'size': 144, 'units': 'mm'}} + 'scale': 0.016061676839061997, 'size': 144, 'units': 'cm'}} axes2 = { + 'axis-0': { + 'name': 'y', 'navigate': True, 'offset': 0.0, + 'scale': 64.0, 'size': 2, 'units': 'nm'}, + 'axis-1': { + 'name': 'x', 'navigate': True, 'offset': 0.0, + 'scale': 64.0, 'size': 3, 'units': 'nm'}, + 'axis-2': { + 'name': 'dy', 'navigate': False, 'offset': 0.0, + 'scale': 0.016061676839061997, 'size': 5, 'units': 'cm'}, + 'axis-3': { + 'name': 'dx', 'navigate': False, 'offset': 0.0, + 'scale': 0.016061676839061997, 'size': 5, 'units': 'cm'}} + +axes2_converted = { 'axis-0': { 'name': 'y', 'navigate': True, 'offset': 0.0, 'scale': 64.0, 'size': 2, 'units': 'nm'}, @@ -125,16 +139,19 @@ def test_load1(): assert s.axes_manager.as_dictionary() == axes1 -def test_load2(): - s = hs.load(FILE2) +@pytest.mark.parametrize(("convert_units"), (True, False)) +def test_load2(convert_units): + s = hs.load(FILE2, convert_units=convert_units) assert s.data.shape == (2, 3, 5, 5) - np.testing.assert_equal(s.axes_manager.as_dictionary(), axes2) + axes = axes2_converted if convert_units else axes2 + np.testing.assert_equal(s.axes_manager.as_dictionary(), axes) np.testing.assert_allclose(s.data, ref_data2) -def test_save_load_cycle(save_path): +@pytest.mark.parametrize(("convert_units"), (True, False)) +def test_save_load_cycle(save_path, convert_units): sig_reload = None - signal = hs.load(FILE2) + signal = hs.load(FILE2, convert_units=convert_units) serial = signal.original_metadata['blockfile_header']['Acquisition_time'] date, time, timezone = serial_date_to_ISO_format(serial) assert signal.metadata.General.original_filename == 'test2.blo' @@ -145,7 +162,7 @@ def test_save_load_cycle(save_path): signal.metadata.General.notes == "Precession angle : \r\nPrecession Frequency : \r\nCamera gamma : on") signal.save(save_path, overwrite=True) - sig_reload = hs.load(save_path) + sig_reload = hs.load(save_path, convert_units=convert_units) np.testing.assert_equal(signal.data, sig_reload.data) assert (signal.axes_manager.as_dictionary() == sig_reload.axes_manager.as_dictionary()) @@ -176,7 +193,7 @@ def test_different_x_y_scale_units(save_path): rtol=1E-5) assert_allclose(sig_reload.axes_manager[1].scale, 64.0, rtol=1E-5) - assert_allclose(sig_reload.axes_manager[2].scale, 160.616, + assert_allclose(sig_reload.axes_manager[2].scale, 0.0160616, rtol=1E-5) diff --git a/hyperspy/tests/io/test_bruker.py b/hyperspy/tests/io/test_bruker.py index a579a3da59..78d3f7795e 100644 --- a/hyperspy/tests/io/test_bruker.py +++ b/hyperspy/tests/io/test_bruker.py @@ -89,7 +89,7 @@ def test_hyperspy_wrap(): hype.axes_manager[1].scale, 8.7367850619778, atol=1E-12) - assert hype.axes_manager[1].units == 'um' + assert hype.axes_manager[1].units == 'µm' assert_allclose(hype.axes_manager[2].scale, 0.010001) assert_allclose(hype.axes_manager[2].offset, -0.472397235) assert hype.axes_manager[2].units == 'keV' @@ -148,7 +148,7 @@ def test_hyperspy_wrap_downsampled(): hype.axes_manager[1].scale, 43.683925309889, atol=1E-12) - assert hype.axes_manager[1].units == 'um' + assert hype.axes_manager[1].units == 'µm' def test_get_mode(): diff --git a/hyperspy/tests/io/test_edax.py b/hyperspy/tests/io/test_edax.py index 433698fa3f..c7ab8ea493 100644 --- a/hyperspy/tests/io/test_edax.py +++ b/hyperspy/tests/io/test_edax.py @@ -191,7 +191,8 @@ class TestSpdMap_070_eds: @classmethod def setup_class(cls): - cls.spd = load(os.path.join(TMP_DIR.name, "spd_map.spd")) + cls.spd = load(os.path.join(TMP_DIR.name, "spd_map.spd"), + convert_units=True) @classmethod def teardown_class(cls): @@ -315,7 +316,8 @@ class TestSpdMap_061_xrf: @classmethod def setup_class(cls): - cls.spd = load(os.path.join(TMP_DIR.name, "spc0_61-ipr333_xrf.spd")) + cls.spd = load(os.path.join(TMP_DIR.name, "spc0_61-ipr333_xrf.spd"), + convert_units=True) @classmethod def teardown_class(cls): diff --git a/hyperspy/tests/io/test_emd.py b/hyperspy/tests/io/test_emd.py index bd2fd03628..b5d613825d 100644 --- a/hyperspy/tests/io/test_emd.py +++ b/hyperspy/tests/io/test_emd.py @@ -104,12 +104,7 @@ def test_metadata_with_bytes_string(): f.close() assert isinstance(dim1_name, np.bytes_) assert isinstance(dim1_units, np.bytes_) - with assert_warns( - message="not supported for conversion.", - category=UserWarning): - signal = load(os.path.join(my_path, 'emd_files', filename)) - signal = load(os.path.join(my_path, 'emd_files', filename), - convert_units=False) + signal = load(os.path.join(my_path, 'emd_files', filename)) def test_data_numpy_object_dtype(): @@ -252,14 +247,14 @@ def test_save_and_read(self): np.testing.assert_equal(signal.axes_manager[1].name, 'y') np.testing.assert_equal(signal.axes_manager[2].name, 'z') np.testing.assert_equal(signal.axes_manager[0].scale, 2) - np.testing.assert_almost_equal(signal.axes_manager[1].scale, 3e3) - np.testing.assert_almost_equal(signal.axes_manager[2].scale, 4e6) + np.testing.assert_almost_equal(signal.axes_manager[1].scale, 3.0) + np.testing.assert_almost_equal(signal.axes_manager[2].scale, 4.0) np.testing.assert_equal(signal.axes_manager[0].offset, 10) - np.testing.assert_almost_equal(signal.axes_manager[1].offset, 20e3) - np.testing.assert_almost_equal(signal.axes_manager[2].offset, 30e6) + np.testing.assert_almost_equal(signal.axes_manager[1].offset, 20.0) + np.testing.assert_almost_equal(signal.axes_manager[2].offset, 30.0) np.testing.assert_equal(signal.axes_manager[0].units, 'nm') - np.testing.assert_equal(signal.axes_manager[1].units, 'nm') - np.testing.assert_equal(signal.axes_manager[2].units, 'nm') + np.testing.assert_equal(signal.axes_manager[1].units, 'µm') + np.testing.assert_equal(signal.axes_manager[2].units, 'mm') np.testing.assert_equal(signal.metadata.General.title, test_title) np.testing.assert_equal( signal.metadata.General.user.as_dictionary(), user) @@ -342,11 +337,11 @@ def test_fei_emd_image(self, lazy): fei_image = np.load(os.path.join(self.fei_files_path, 'fei_emd_image.npy')) assert signal.axes_manager[0].name == 'x' - assert signal.axes_manager[0].units == 'nm' - assert_allclose(signal.axes_manager[0].scale, 5.30241, rtol=1E-5) + assert signal.axes_manager[0].units == 'um' + assert_allclose(signal.axes_manager[0].scale, 0.00530241, rtol=1E-5) assert signal.axes_manager[1].name == 'y' - assert signal.axes_manager[1].units == 'nm' - assert_allclose(signal.axes_manager[1].scale, 5.30241, rtol=1E-5) + assert signal.axes_manager[1].units == 'um' + assert_allclose(signal.axes_manager[1].scale, 0.00530241, rtol=1E-5) assert_allclose(signal.data, fei_image) assert_deep_almost_equal(signal.metadata.as_dictionary(), md) assert isinstance(signal, Signal2D) diff --git a/hyperspy/tests/io/test_fei.py b/hyperspy/tests/io/test_fei.py index 72e3f4e1f1..d0cc6d0610 100644 --- a/hyperspy/tests/io/test_fei.py +++ b/hyperspy/tests/io/test_fei.py @@ -89,8 +89,8 @@ def test_load_diffraction_line_scan(self): s0[0].metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') assert_allclose(s0[0].axes_manager[0].scale, 3.68864, rtol=1E-5) assert s0[0].axes_manager[0].units == 'nm' - assert_allclose(s0[0].axes_manager[1].scale, 0.005, rtol=1E-5) - assert s0[0].axes_manager[1].units == 'keV' + assert_allclose(s0[0].axes_manager[1].scale, 5.0, rtol=1E-5) + assert s0[0].axes_manager[1].units == 'eV' assert (s0[0].axes_manager[0].name == 'x') assert (s0[0].axes_manager[1].name == 'Energy') # s0[1] contains diffraction patterns @@ -122,8 +122,8 @@ def test_load_diffraction_area_scan(self): assert s0[0].axes_manager[0].units == 'nm' assert_allclose(s0[0].axes_manager[1].scale, -1.87390, rtol=1E-5) assert s0[0].axes_manager[1].units == 'nm' - assert_allclose(s0[0].axes_manager[2].scale, 0.005, rtol=1E-5) - assert s0[0].axes_manager[2].units == 'keV' + assert_allclose(s0[0].axes_manager[2].scale, 5.0, rtol=1E-5) + assert s0[0].axes_manager[2].units == 'eV' # s0[1] contains diffraction patterns assert s0[1].data.shape == (5, 5, 256, 256) assert s0[1].axes_manager.signal_dimension == 2 @@ -187,8 +187,8 @@ def test_load_spectrum_line_scan(self): assert s0.axes_manager.signal_dimension == 1 assert ( s0.metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s0.axes_manager[0].scale, 123.034, rtol=1E-5) - assert s0.axes_manager[0].units == 'pm' + assert_allclose(s0.axes_manager[0].scale, 0.123034, rtol=1E-5) + assert s0.axes_manager[0].units == 'nm' assert_allclose(s0.axes_manager[1].scale, 0.2, rtol=1E-5) assert s0.axes_manager[1].units == 'eV' assert (s0.axes_manager[0].name == 'x') @@ -201,8 +201,8 @@ def test_load_spectrum_line_scan(self): assert s1.axes_manager.signal_dimension == 1 assert ( s1.metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s1.axes_manager[0].scale, 166.318, rtol=1E-5) - assert s1.axes_manager[0].units == 'pm' + assert_allclose(s1.axes_manager[0].scale, 0.166318, rtol=1E-5) + assert s1.axes_manager[0].units == 'nm' assert_allclose(s1.axes_manager[1].scale, 0.2, rtol=1E-5) assert s1.axes_manager[1].units == 'eV' assert (s0.axes_manager[0].name == 'x') @@ -215,10 +215,10 @@ def test_load_spectrum_area_scan(self): assert s0.axes_manager.signal_dimension == 1 assert ( s0.metadata.Acquisition_instrument.TEM.acquisition_mode == 'STEM') - assert_allclose(s0.axes_manager[0].scale, 120.539, rtol=1E-5) - assert s0.axes_manager[0].units == 'pm' - assert_allclose(s0.axes_manager[1].scale, -120.539, rtol=1E-5) - assert s0.axes_manager[1].units == 'pm' + assert_allclose(s0.axes_manager[0].scale, 0.120539, rtol=1E-5) + assert s0.axes_manager[0].units == 'nm' + assert_allclose(s0.axes_manager[1].scale, -0.120539, rtol=1E-5) + assert s0.axes_manager[1].units == 'nm' assert_allclose(s0.axes_manager[2].scale, 0.2, rtol=1E-5) assert s0.axes_manager[2].units == 'eV' assert (s0.axes_manager[2].name == 'Energy') @@ -237,8 +237,8 @@ def test_load_spectrum_area_scan_not_square(self): assert s0.axes_manager[0].units == 'nm' assert_allclose(s0.axes_manager[1].scale, -4.25819, rtol=1E-5) assert s0.axes_manager[1].units == 'nm' - assert_allclose(s0.axes_manager[2].scale, 0.005, rtol=1E-5) - assert s0.axes_manager[2].units == 'keV' + assert_allclose(s0.axes_manager[2].scale, 5.0, rtol=1E-5) + assert s0.axes_manager[2].units == 'eV' def test_load_search(self): fname0 = os.path.join(self.dirpathnew, '128x128-TEM_search.emi') diff --git a/hyperspy/tests/io/test_tiff.py b/hyperspy/tests/io/test_tiff.py index 6a52d8ee65..b09c187884 100644 --- a/hyperspy/tests/io/test_tiff.py +++ b/hyperspy/tests/io/test_tiff.py @@ -71,8 +71,8 @@ def test_read_unit_from_imagej(): fname = os.path.join(MY_PATH, 'tiff_files', 'test_loading_image_saved_with_imageJ.tif') s = hs.load(fname) - assert s.axes_manager[0].units == 'um' - assert s.axes_manager[1].units == 'um' + assert s.axes_manager[0].units == 'µm' + assert s.axes_manager[1].units == 'µm' assert_allclose(s.axes_manager[0].scale, 0.16867, atol=1E-5) assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) @@ -83,8 +83,8 @@ def test_read_unit_from_imagej_stack(): s = hs.load(fname) assert s.data.shape == (2, 68, 68) assert s.axes_manager[0].units == t.Undefined - assert s.axes_manager[1].units == 'um' - assert s.axes_manager[2].units == 'um' + assert s.axes_manager[1].units == 'µm' + assert s.axes_manager[2].units == 'µm' assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) assert_allclose(s.axes_manager[2].scale, 0.16867, atol=1E-5) @@ -96,8 +96,8 @@ def test_read_unit_from_DM_stack(): s = hs.load(fname) assert s.data.shape == (2, 68, 68) assert s.axes_manager[0].units == 's' - assert s.axes_manager[1].units == 'um' - assert s.axes_manager[2].units == 'um' + assert s.axes_manager[1].units == 'µm' + assert s.axes_manager[2].units == 'µm' assert_allclose(s.axes_manager[0].scale, 2.5, atol=1E-5) assert_allclose(s.axes_manager[1].scale, 0.16867, atol=1E-5) assert_allclose(s.axes_manager[2].scale, 1.68674, atol=1E-5) @@ -108,8 +108,8 @@ def test_read_unit_from_DM_stack(): s2 = hs.load(fname2) _compare_signal_shape_data(s, s2) assert s2.axes_manager[0].units == s.axes_manager[0].units - assert s2.axes_manager[1].units == 'um' - assert s2.axes_manager[2].units == 'um' + assert s2.axes_manager[1].units == 'µm' + assert s2.axes_manager[2].units == 'µm' assert_allclose( s2.axes_manager[0].scale, s.axes_manager[0].scale, atol=1E-5) assert_allclose( @@ -150,7 +150,7 @@ def test_read_unit_from_imagej_no_scale(): def test_write_read_unit_imagej(): fname = os.path.join(MY_PATH, 'tiff_files', 'test_loading_image_saved_with_imageJ.tif') - s = hs.load(fname) + s = hs.load(fname, convert_units=True) s.axes_manager[0].units = 'µm' s.axes_manager[1].units = 'µm' with tempfile.TemporaryDirectory() as tmpdir: @@ -158,8 +158,8 @@ def test_write_read_unit_imagej(): tmpdir, 'test_loading_image_saved_with_imageJ2.tif') s.save(fname2, export_scale=True, overwrite=True) s2 = hs.load(fname2) - assert s2.axes_manager[0].units == 'um' - assert s2.axes_manager[1].units == 'um' + assert s2.axes_manager[0].units == 'µm' + assert s2.axes_manager[1].units == 'µm' assert s.data.shape == s.data.shape @@ -182,7 +182,7 @@ def test_write_read_unit_imagej_with_description(): fname3 = os.path.join(tmpdir, 'description2.tif') s.save(fname3, export_scale=True, overwrite=True, description='test') - s3 = hs.load(fname3) + s3 = hs.load(fname3, convert_units=True) assert s3.axes_manager[0].units == 'um' assert s3.axes_manager[1].units == 'um' assert_allclose(s3.axes_manager[0].scale, 0.16867, atol=1E-5) @@ -349,7 +349,7 @@ def test_write_scale_unit_image_stack(): with tempfile.TemporaryDirectory() as tmpdir: fname = os.path.join(tmpdir, 'test_export_scale_unit_stack2.tif') s.save(fname, overwrite=True, export_scale=True) - s1 = hs.load(fname) + s1 = hs.load(fname, convert_units=True) _compare_signal_shape_data(s, s1) assert s1.axes_manager[0].units == 'pm' # only one unit can be read @@ -394,7 +394,7 @@ def test_saving_loading_stack_no_scale(): def test_read_FEI_SEM_scale_metadata_8bits(): fname = os.path.join(MY_PATH2, 'FEI-Helios-Ebeam-8bits.tif') - s = hs.load(fname) + s = hs.load(fname, convert_units=True) assert s.axes_manager[0].units == 'um' assert s.axes_manager[1].units == 'um' assert_allclose(s.axes_manager[0].scale, 3.3724, rtol=1E-5) @@ -405,7 +405,7 @@ def test_read_FEI_SEM_scale_metadata_8bits(): def test_read_FEI_SEM_scale_metadata_16bits(): fname = os.path.join(MY_PATH2, 'FEI-Helios-Ebeam-16bits.tif') - s = hs.load(fname) + s = hs.load(fname, convert_units=True) assert s.axes_manager[0].units == 'um' assert s.axes_manager[1].units == 'um' assert_allclose(s.axes_manager[0].scale, 3.3724, rtol=1E-5) @@ -438,7 +438,7 @@ def test_read_Zeiss_SEM_scale_metadata_1k_image(): 'unfolded': False}}} fname = os.path.join(MY_PATH2, 'test_tiff_Zeiss_SEM_1k.tif') - s = hs.load(fname) + s = hs.load(fname, convert_units=True) assert s.axes_manager[0].units == 'um' assert s.axes_manager[1].units == 'um' assert_allclose(s.axes_manager[0].scale, 2.615, rtol=1E-5) @@ -463,7 +463,7 @@ def test_read_RGB_Zeiss_optical_scale_metadata(): def test_read_BW_Zeiss_optical_scale_metadata(): fname = os.path.join(MY_PATH2, 'optical_Zeiss_AxioVision_BW.tif') - s = hs.load(fname, force_read_resolution=True) + s = hs.load(fname, force_read_resolution=True, convert_units=True) assert s.data.dtype == np.uint16 assert s.data.shape == (10, 13) assert s.axes_manager[0].units == 'um' @@ -487,7 +487,7 @@ def test_read_BW_Zeiss_optical_scale_metadata_convert_units_false(): def test_read_BW_Zeiss_optical_scale_metadata2(): fname = os.path.join(MY_PATH2, 'optical_Zeiss_AxioVision_BW.tif') - s = hs.load(fname, force_read_resolution=True) + s = hs.load(fname, force_read_resolution=True, convert_units=True) assert s.data.dtype == np.uint16 assert s.data.shape == (10, 13) assert s.axes_manager[0].units == 'um' @@ -530,7 +530,7 @@ def test_read_TVIPS_metadata(): 'signal_unfolded': False, 'unfolded': False}}} fname = os.path.join(MY_PATH2, 'TVIPS_bin4.tif') - s = hs.load(fname) + s = hs.load(fname, convert_units=True) assert s.data.dtype == np.uint8 assert s.data.shape == (1024, 1024) assert s.axes_manager[0].units == 'nm' From d4b9c45cccfe8d605c00cc69b0ad521976b34080 Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Thu, 26 Jul 2018 17:15:13 +0200 Subject: [PATCH 176/211] Missing = in rebin function on 4 tests. --- hyperspy/tests/signal/test_eds_tem.py | 2 +- hyperspy/tests/signal/test_eels.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/hyperspy/tests/signal/test_eds_tem.py b/hyperspy/tests/signal/test_eds_tem.py index 7697e60327..5493d2ebe9 100644 --- a/hyperspy/tests/signal/test_eds_tem.py +++ b/hyperspy/tests/signal/test_eds_tem.py @@ -90,7 +90,7 @@ def test_offset_after_rebin(self): s.axes_manager[0].offset = 1 s.axes_manager[1].offset = 2 s.axes_manager[2].offset = 3 - s2 = s.rebin(scale(2, 2, 1)) + s2 = s.rebin(scale = (2, 2, 1)) assert s2.axes_manager[0].offset == 1.5 assert s2.axes_manager[1].offset == 2.5 assert s2.axes_manager[2].offset == s.axes_manager[2].offset diff --git a/hyperspy/tests/signal/test_eels.py b/hyperspy/tests/signal/test_eels.py index cf8dc03c09..f36d2e5ea6 100644 --- a/hyperspy/tests/signal/test_eels.py +++ b/hyperspy/tests/signal/test_eels.py @@ -261,7 +261,7 @@ def test_rebin_dwell_time(self): s = self.signal s.metadata.dwell_time = 5.3 s.metadata.exposure = 10.2 - s2 = s.rebin(scale(2, 2, 8)) + s2 = s.rebin(scale = (2, 2, 8)) assert s2.metadata.dwell_time == (5.3 * 2 * 2) assert s2.metadata.dwell_time == (10.2 * 2 * 2) @@ -270,7 +270,7 @@ def test_offset_after_rebin(self): s.axes_manager[0].offset = 1 s.axes_manager[1].offset = 2 s.axes_manager[2].offset = 3 - s2 = s.rebin(scale(2, 2, 1)) + s2 = s.rebin(scale = (2, 2, 1)) assert s2.axes_manager[0].offset == 1.5 assert s2.axes_manager[1].offset == 2.5 assert s2.axes_manager[2].offset == s.axes_manager[2].offset From bb4d9c6fc909b36ec8c2201b644580c727db1a36 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Thu, 26 Jul 2018 22:16:32 +0100 Subject: [PATCH 177/211] Update baseline images for plot testing. --- ...test_plot_sig_nav_0-1-sig-complex_imag.png | Bin 18475 -> 18136 bytes ...test_plot_sig_nav_0-1-sig-complex_real.png | Bin 18475 -> 18136 bytes .../test_plot_sig_nav_0-1-sig-real.png | Bin 19174 -> 18771 bytes ...test_plot_sig_nav_1-1-nav-complex_imag.png | Bin 21579 -> 21569 bytes ...test_plot_sig_nav_1-1-nav-complex_real.png | Bin 21579 -> 21569 bytes .../test_plot_sig_nav_1-1-nav-real.png | Bin 19125 -> 19110 bytes ...test_plot_sig_nav_1-2-nav-complex_imag.png | Bin 24900 -> 24813 bytes ...test_plot_sig_nav_1-2-nav-complex_real.png | Bin 24900 -> 24824 bytes .../test_plot_sig_nav_1-2-nav-real.png | Bin 22671 -> 22592 bytes ...test_plot_sig_nav_2-1-nav-complex_imag.png | Bin 23361 -> 23225 bytes ...test_plot_sig_nav_2-1-nav-complex_real.png | Bin 23361 -> 23225 bytes .../test_plot_sig_nav_2-1-nav-real.png | Bin 20297 -> 20177 bytes 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name='', - units='m', scale=1E-6, - offset=5E-6) + units='nm', scale=1.0, + offset=5.0) s.metadata.General.title = title # workaround to be able to access the figure in case of complex 2d # signals From 434e3830780b8a5d3f5d4806b23b4404122d2ae0 Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Fri, 27 Jul 2018 09:14:25 +0200 Subject: [PATCH 178/211] Change dwell_time to exposure in test_eels. --- hyperspy/tests/signal/test_eels.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/tests/signal/test_eels.py b/hyperspy/tests/signal/test_eels.py index f36d2e5ea6..2f15b87ae7 100644 --- a/hyperspy/tests/signal/test_eels.py +++ b/hyperspy/tests/signal/test_eels.py @@ -263,7 +263,7 @@ def test_rebin_dwell_time(self): s.metadata.exposure = 10.2 s2 = s.rebin(scale = (2, 2, 8)) assert s2.metadata.dwell_time == (5.3 * 2 * 2) - assert s2.metadata.dwell_time == (10.2 * 2 * 2) + assert s2.metadata.exposure == (10.2 * 2 * 2) def test_offset_after_rebin(self): s = self.signal From bf59a4982f621cf1e7ce6be4d8a28413a50a80de Mon Sep 17 00:00:00 2001 From: k8macarthur Date: Fri, 27 Jul 2018 09:45:44 +0200 Subject: [PATCH 179/211] Split exposure and dwell_time into separate tests. --- hyperspy/tests/signal/test_eels.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/hyperspy/tests/signal/test_eels.py b/hyperspy/tests/signal/test_eels.py index 2f15b87ae7..c14e1cdb9e 100644 --- a/hyperspy/tests/signal/test_eels.py +++ b/hyperspy/tests/signal/test_eels.py @@ -260,10 +260,14 @@ def test_rebin_without_dwell_time(self): def test_rebin_dwell_time(self): s = self.signal s.metadata.dwell_time = 5.3 - s.metadata.exposure = 10.2 s2 = s.rebin(scale = (2, 2, 8)) assert s2.metadata.dwell_time == (5.3 * 2 * 2) - assert s2.metadata.exposure == (10.2 * 2 * 2) + + def test_rebin_exposure(self): + s = self.signal + s.metadata.exposure = 10.2 + s2 = s.rebin(scale = (2, 2, 8)) + assert s2.metadata.exposure == (10.2 * 2 * 2) def test_offset_after_rebin(self): s = self.signal From 0efeaab12be7a689244552e7bdbad65b7bcaee67 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Mon, 30 Jul 2018 16:30:29 +0100 Subject: [PATCH 180/211] Fix auto_update line and performance issue with the SpikesRemovalTool. --- hyperspy/drawing/signal1d.py | 9 +++++---- hyperspy/signal_tools.py | 17 +++++++++-------- 2 files changed, 14 insertions(+), 12 deletions(-) diff --git a/hyperspy/drawing/signal1d.py b/hyperspy/drawing/signal1d.py index 2fab748d88..4e4333d434 100644 --- a/hyperspy/drawing/signal1d.py +++ b/hyperspy/drawing/signal1d.py @@ -143,7 +143,7 @@ def update(self): marker.update() for line in self.ax_lines + self.right_ax_lines: # save on figure rendering and do it at the end - line.update(render_figure=False) + line._auto_update_line(render_figure=False) if self.ax.figure.canvas.supports_blit: self.ax.hspy_fig._update_animated() else: @@ -327,9 +327,10 @@ def _auto_update_line(self, *args, **kwargs): """ if self.auto_update: - # if markers are plotted, we don't render the figure now but when - # once the markers have been updated - kwargs['render_figure'] = (len(self.ax.hspy_fig.ax_markers) == 0) + if 'render_figure' not in kwargs.keys(): + # if markers are plotted, we don't render the figure now but + # when once the markers have been updated + kwargs['render_figure'] = (len(self.ax.hspy_fig.ax_markers) == 0) self.update(self, *args, **kwargs) def update(self, force_replot=False, render_figure=True): diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index 699feab4a2..a0f06a743f 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -920,14 +920,15 @@ def find(self, back=False): self._reset_line() ncoordinates = len(self.coordinates) spike = self.detect_spike() - while not spike and ( - (self.index < ncoordinates - 1 and back is False) or - (self.index > 0 and back is True)): - if back is False: - self.index += 1 - else: - self.index -= 1 - spike = self.detect_spike() + with self.signal.axes_manager.events.indices_changed.suppress(): + while not spike and ( + (self.index < ncoordinates - 1 and back is False) or + (self.index > 0 and back is True)): + if back is False: + self.index += 1 + else: + self.index -= 1 + spike = self.detect_spike() if spike is False: m = SimpleMessage() From 018dce390c7ddb9bc6a46e8f9df1056d11b81302 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 31 Jul 2018 13:07:20 +0100 Subject: [PATCH 181/211] Fix blit support with method using a ModifiableSpanSelector and plotting a line (for example) at the same time. Fix disconnect mpl event when turning off a ModifiableSpanSelector. --- hyperspy/drawing/_widgets/range.py | 24 ++++++++++++------------ 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/hyperspy/drawing/_widgets/range.py b/hyperspy/drawing/_widgets/range.py index c583fa75f4..067165db1a 100644 --- a/hyperspy/drawing/_widgets/range.py +++ b/hyperspy/drawing/_widgets/range.py @@ -378,19 +378,20 @@ def set_initial(self, initial_range=None): if initial_range is not None: self.range = initial_range - for cid in self.cids: - self.canvas.mpl_disconnect(cid) + self.disconnect_events() # And connect to the new ones - self.cids.append( - self.canvas.mpl_connect('button_press_event', self.mm_on_press)) - self.cids.append( - self.canvas.mpl_connect('button_release_event', - self.mm_on_release)) - self.cids.append( - self.canvas.mpl_connect('draw_event', self.update_background)) + self.connect_event('button_press_event', self.mm_on_press) + self.connect_event('button_release_event', self.mm_on_release) + self.connect_event('draw_event', self.update_background) + self.rect.set_visible(True) self.rect.contains = self.contains + def update(self, *args): + # Override the SpanSelector `update` method to blit properly all + # artirts before we go to "modify mode" in `set_initial`. + self.draw_patch() + def draw_patch(self, *args): """Update the patch drawing. """ @@ -591,9 +592,8 @@ def mm_on_release(self, event): self.on_move_cid = None def turn_off(self): - for cid in self.cids: - self.canvas.mpl_disconnect(cid) + self.disconnect_events() if self.on_move_cid is not None: - self.canvas.mpl_disconnect(cid) + self.canvas.mpl_disconnect(self.on_move_cid) self.ax.patches.remove(self.rect) self.ax.figure.canvas.draw_idle() From fb0b38be5be04a9f105cc4d295c388ac69323797 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 31 Jul 2018 14:53:28 +0100 Subject: [PATCH 182/211] Limit `ss_left_value` and `ss_right_value` of `SpanSelectorInSignal1D` to min and max of signal axis. --- hyperspy/signal_tools.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index a0f06a743f..85f5e876f2 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -75,9 +75,14 @@ def span_selector_switch(self, on): def update_span_selector_traits(self, *args, **kwargs): if not self.signal._plot.is_active: return - self.ss_left_value = self.span_selector.rect.get_x() - self.ss_right_value = self.ss_left_value + \ - self.span_selector.rect.get_width() + x0 = self.span_selector.rect.get_x() + if x0 < self.axis.low_value: + x0 = self.axis.low_value + self.ss_left_value = x0 + x1 = self.ss_left_value + self.span_selector.rect.get_width() + if x1 > self.axis.high_value: + x1 = self.axis.high_value + self.ss_right_value = x1 def reset_span_selector(self): self.span_selector_switch(False) From 60adbfbfe356ea668fab56f120580cb94bb883d4 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 31 Jul 2018 15:55:38 +0100 Subject: [PATCH 183/211] Fix numpy indexing deprecation warning. Add lazy test for tiff io. --- hyperspy/io_plugins/tiff.py | 2 +- hyperspy/tests/io/test_tiff.py | 6 ++++-- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/hyperspy/io_plugins/tiff.py b/hyperspy/io_plugins/tiff.py index 7a5e8740be..1df234e439 100644 --- a/hyperspy/io_plugins/tiff.py +++ b/hyperspy/io_plugins/tiff.py @@ -261,7 +261,7 @@ def _load_data(TF, filename, is_rgb, sl=None, memmap=False, **kwds): if is_rgb: dc = rgb_tools.regular_array2rgbx(dc) if sl is not None: - dc = dc[sl] + dc = dc[tuple(sl)] return dc diff --git a/hyperspy/tests/io/test_tiff.py b/hyperspy/tests/io/test_tiff.py index 82eb5f50e6..529545de98 100644 --- a/hyperspy/tests/io/test_tiff.py +++ b/hyperspy/tests/io/test_tiff.py @@ -4,6 +4,7 @@ import numpy as np import traits.api as t from numpy.testing import assert_allclose +import pytest import hyperspy.api as hs from hyperspy.misc.test_utils import assert_deep_almost_equal @@ -90,10 +91,11 @@ def test_read_unit_from_imagej_stack(): assert_allclose(s.axes_manager[2].scale, 0.16867, atol=1E-5) -def test_read_unit_from_DM_stack(): +@pytest.mark.parametrize("lazy", [True, False]) +def test_read_unit_from_DM_stack(lazy): fname = os.path.join(MY_PATH, 'tiff_files', 'test_loading_image_saved_with_DM_stack.tif') - s = hs.load(fname) + s = hs.load(fname, lazy=lazy) assert s.data.shape == (2, 68, 68) assert s.axes_manager[0].units == 's' assert s.axes_manager[1].units == 'µm' From 6c913b8b11f1d6f514f5f673466fe0fa870d2503 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Thu, 2 Aug 2018 22:16:28 +0100 Subject: [PATCH 184/211] Fix issue with title as list for some dm files. --- hyperspy/io_plugins/digital_micrograph.py | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/hyperspy/io_plugins/digital_micrograph.py b/hyperspy/io_plugins/digital_micrograph.py index 8294c6ad7a..2b9d822813 100644 --- a/hyperspy/io_plugins/digital_micrograph.py +++ b/hyperspy/io_plugins/digital_micrograph.py @@ -548,10 +548,15 @@ def names(self): @property def title(self): - if "Name" in self.imdict: - return self.imdict.Name - else: - return '' + title = self.imdict.get_item("Name") + if isinstance(title, list) and len(title) >0: + # take the first item of the list hoping for the best... + title = title[0] + if not isinstance(title, str): + # We only want a string, if this is not the case, set to default + _logger.info("Title can't be imported.") + title = '' + return title @property def record_by(self): From abf2549ef566774124dba3200e9ea80894c284b9 Mon Sep 17 00:00:00 2001 From: Magnus Nord Date: Tue, 7 Aug 2018 10:08:06 +0200 Subject: [PATCH 185/211] docstring, get_core_loss_eels_signal: add info about setting random seed For getting exactly the same noise every time, which can be useful for testing fitting routines. Also add unit test for checking this --- hyperspy/datasets/artificial_data.py | 13 +++++++++++++ hyperspy/tests/datasets/test_artificial_data.py | 7 +++++++ 2 files changed, 20 insertions(+) diff --git a/hyperspy/datasets/artificial_data.py b/hyperspy/datasets/artificial_data.py index fa116cb32a..c2f5c795a8 100644 --- a/hyperspy/datasets/artificial_data.py +++ b/hyperspy/datasets/artificial_data.py @@ -49,6 +49,9 @@ def get_core_loss_eels_signal(add_powerlaw=False): Similar to a Mn-L32 edge from a perovskite oxide. + Some random noise is also added to the spectrum, to simulate + experimental noise. + Parameters ---------- add_powerlaw : bool @@ -70,6 +73,16 @@ def get_core_loss_eels_signal(add_powerlaw=False): >>> s = ad.get_core_loss_eels_signal(add_powerlaw=True) >>> s.plot() + To make the noise the same for multiple spectra, which can + be useful for testing fitting routines + + >>> np.random.seed(seed=10) + >>> s1 = ad.get_core_loss_eels_signal() + >>> np.random.seed(seed=10) + >>> s2 = ad.get_core_loss_eels_signal() + >>> (s1.data == s2.data).all() + True + See also -------- get_low_loss_eels_model : get a low loss signal diff --git a/hyperspy/tests/datasets/test_artificial_data.py b/hyperspy/tests/datasets/test_artificial_data.py index e57bb83ca4..4825b37d60 100644 --- a/hyperspy/tests/datasets/test_artificial_data.py +++ b/hyperspy/tests/datasets/test_artificial_data.py @@ -1,3 +1,4 @@ +import numpy as np import hyperspy.datasets.artificial_data as ad @@ -13,6 +14,12 @@ def test_get_core_loss_eels_signal(): assert s1.metadata.Signal.signal_type == 'EELS' assert s1.data.sum() > s.data.sum() + np.random.seed(seed=10) + s2 = ad.get_core_loss_eels_signal() + np.random.seed(seed=10) + s3 = ad.get_core_loss_eels_signal() + assert (s2.data == s3.data).all() + def test_get_core_loss_eels_model(): m = ad.get_core_loss_eels_model(add_powerlaw=False) From 9312df982efe7bf1772e28cb474fc10b8b3bd560 Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Wed, 8 Aug 2018 10:22:34 +0200 Subject: [PATCH 186/211] Merge branch 'enh_rmbck_plot_rest' of github.com:AEljarrat/hyperspy into enh_rmbck_plot_rest --- hyperspy/signal_tools.py | 28 +--------------------------- 1 file changed, 1 insertion(+), 27 deletions(-) diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index 69ed865742..1c1ac0b28b 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -761,33 +761,7 @@ def bg_to_plot(self, axes_manager=None, fill_with=np.nan): return to_return def rm_to_plot(self, axes_manager=None, fill_with=np.nan): - # First try to update the estimation - self.background_estimator.estimate_parameters( - self.signal, self.ss_left_value, self.ss_right_value, - only_current=True) - - if self.bg_line_range == 'from_left_range': - bg_array = np.zeros(self.axis.axis.shape) - bg_array[:] = fill_with - from_index = self.axis.value2index(self.ss_left_value) - bg_array[from_index:] = self.background_estimator.function( - self.axis.axis[from_index:]) - elif self.bg_line_range == 'full': - bg_array = self.background_estimator.function(self.axis.axis) - elif self.bg_line_range == 'ss_range': - bg_array = np.zeros(self.axis.axis.shape) - bg_array[:] = fill_with - from_index = self.axis.value2index(self.ss_left_value) - to_index = self.axis.value2index(self.ss_right_value) - bg_array[from_index:] = self.background_estimator.function( - self.axis.axis[from_index:to_index]) - - if self.signal.metadata.Signal.binned is True: - bg_array *= self.axis.scale - - to_return = self.signal() - bg_array - - return to_return + return self.signal() - self.bg_line.line.get_ydata() def span_selector_changed(self): if self.ss_left_value is np.nan or self.ss_right_value is np.nan or\ From 83f7c898eaedbcfe04b0c8e20e597f048832e37b Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Wed, 8 Aug 2018 12:01:36 +0200 Subject: [PATCH 187/211] NEW test for the remainder line --- .../tests/signal/test_remove_background.py | 53 +++++++++++++++++++ 1 file changed, 53 insertions(+) diff --git a/hyperspy/tests/signal/test_remove_background.py b/hyperspy/tests/signal/test_remove_background.py index 3151a864cb..99401e99d6 100644 --- a/hyperspy/tests/signal/test_remove_background.py +++ b/hyperspy/tests/signal/test_remove_background.py @@ -3,7 +3,9 @@ from hyperspy import signals from hyperspy import components1d from hyperspy.decorators import lazifyTestClass +from hyperspy.misc.test_utils import update_close_figure +from hyperspy._signals.signal1d import BackgroundRemoval @lazifyTestClass class TestRemoveBackground1DGaussian: @@ -59,3 +61,54 @@ def test_background_remove_pl_int(self): background_type='PowerLaw', show_progressbar=None) assert np.allclose(s1.data, np.zeros(len(s1.data)), atol=60) + +#@update_close_figure +def test_BackgroundRemoval_gui(): + # create a signal + axd = {'name':'some', + 'units':'axis', + 'scale':0.1, + 'offset':-10., + 'size':512} + s = signals.Signal1D(np.random.rand(axd['size']), axes=[axd,]) + s = signals.BaseSignal(np.ones((2,2))).T * s + + m = s.create_model() + vpm = components1d.VolumePlasmonDrude() + zlp = components1d.Gaussian(1000.) + m.append(vpm) + m.append(zlp) + s = m.as_signal(show_progressbar=False) + + # Remove Background using CLI + import warnings + with warnings.catch_warnings(): + warnings.simplefilter("ignore") + bck_cli = s.remove_background(signal_range=(1., 2.)) + + # Remove Background GUI + br = BackgroundRemoval(s, + background_type='Power Law', + polynomial_order=2, + fast=True, + plot_remainder=True, + show_progressbar=None) + + # Interact with GUI... + Ei = 1. + Ef = 2. + br.ss_left_value = Ei + br.ss_right_value = Ef + br.span_selector_changed() + + # ... extracting remainder line + bck_gui = bck_cli.deepcopy() + for si in s: + idx = s.axes_manager.indices + bck_gui.data[idx] = np.nan_to_num( + s._plot.signal_plot.ax_lines[2].data_function()) + bck_cli.crop_signal1D(Ei) + bck_gui.crop_signal1D(Ei) + + # compare + assert np.allclose(bck_cli.data, bck_gui.data) From eee78f4da434c5b8b218d91ce1aab41074f7200b Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Wed, 8 Aug 2018 12:09:44 +0200 Subject: [PATCH 188/211] Update the docs to reflect the change --- doc/user_guide/signal1d.rst | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/doc/user_guide/signal1d.rst b/doc/user_guide/signal1d.rst index 9570ff6659..e39a2ccecb 100644 --- a/doc/user_guide/signal1d.rst +++ b/doc/user_guide/signal1d.rst @@ -49,7 +49,8 @@ Background removal ------------------ The :py:meth:`~.signal.Signal1D.remove_background` method provides -background removal capabilities through both a CLI and a GUI. Current +background removal capabilities through both a CLI and a GUI. The GUI displays +an interactive preview of the remainder after background subtraction. Current background type supported are power law, offset, polynomial and gaussian. By default the background is estimated, but a full fit can also be used. The full fit is more accurate, but slower. From 2007cdde5ce7ffe1406afebdace4c0c43d308a70 Mon Sep 17 00:00:00 2001 From: jlaehne Date: Wed, 15 Aug 2018 09:23:06 +0200 Subject: [PATCH 189/211] Corrected typo in warning when hyperspy_gui_traitsui is not installed --- hyperspy/api.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/api.py b/hyperspy/api.py index 8dfc6e3bc1..8e49040057 100644 --- a/hyperspy/api.py +++ b/hyperspy/api.py @@ -21,4 +21,4 @@ if preferences.GUIs.warn_if_guis_are_missing: _logger.warning( "The traitsui GUI elements are not available, probably because the " - "hyperspy_gui_traitui package is not installed.") + "hyperspy_gui_traitsui package is not installed.") From 60e2bb3e6d1c171575945e9b4f00b3704be26d29 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 22 Aug 2018 12:23:35 +0100 Subject: [PATCH 190/211] Replace ValueError with a warning when plotting with X-rays markers and no elements are present in the metadata. --- hyperspy/_signals/eds.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/_signals/eds.py b/hyperspy/_signals/eds.py index 9384a0ac72..a7a91015d5 100644 --- a/hyperspy/_signals/eds.py +++ b/hyperspy/_signals/eds.py @@ -912,7 +912,7 @@ def _plot_xray_lines(self, xray_lines=False, only_lines=("a", "b"), only_one=only_one, only_lines=only_lines) else: - raise ValueError( + _logger.warning( "No elements defined, set them with `add_elements`") xray_lines, xray_not_here = self._get_xray_lines_in_spectral_range( xray_lines) From d8d153fbe333f3ee8572128e4455839e64fb884d Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 22 Aug 2018 12:24:10 +0100 Subject: [PATCH 191/211] `_logger.warn` is deprecated, user `_logger.warning` instead. --- hyperspy/_signals/eds.py | 2 +- hyperspy/io_plugins/blockfile.py | 2 +- hyperspy/io_plugins/mrc.py | 2 +- hyperspy/io_plugins/msa.py | 4 ++-- hyperspy/io_plugins/netcdf.py | 12 ++++++------ hyperspy/signal_tools.py | 14 +++++++------- 6 files changed, 18 insertions(+), 18 deletions(-) diff --git a/hyperspy/_signals/eds.py b/hyperspy/_signals/eds.py index a7a91015d5..699535eb90 100644 --- a/hyperspy/_signals/eds.py +++ b/hyperspy/_signals/eds.py @@ -917,7 +917,7 @@ def _plot_xray_lines(self, xray_lines=False, only_lines=("a", "b"), xray_lines, xray_not_here = self._get_xray_lines_in_spectral_range( xray_lines) for xray in xray_not_here: - _logger.warn("%s is not in the data energy range." % xray) + _logger.warning("%s is not in the data energy range." % xray) xray_lines = np.unique(xray_lines) self.add_xray_lines_markers(xray_lines) if background_windows is not None: diff --git a/hyperspy/io_plugins/blockfile.py b/hyperspy/io_plugins/blockfile.py index 6eff03833c..5c9a7c4f08 100644 --- a/hyperspy/io_plugins/blockfile.py +++ b/hyperspy/io_plugins/blockfile.py @@ -168,7 +168,7 @@ def file_reader(filename, endianess='<', mmap_mode=None, header['Note'] = note.decode("latin1").strip("\x00") except: # Not sure about the encoding so, if it fails, we carry on - _logger.warn( + _logger.warning( "Reading the Note metadata of this file failed. " "You can help improving " "HyperSpy by reporting the issue in " diff --git a/hyperspy/io_plugins/mrc.py b/hyperspy/io_plugins/mrc.py index 100c93dcd0..5c66e9ebc3 100644 --- a/hyperspy/io_plugins/mrc.py +++ b/hyperspy/io_plugins/mrc.py @@ -150,7 +150,7 @@ def file_reader(filename, endianess='<', **kwds): if f.tell() == 1024 + std_header['NEXT']: _logger.debug("The FEI header was correctly loaded") else: - _logger.warn("There was a problem reading the extended header") + _logger.warning("There was a problem reading the extended header") f.seek(1024 + std_header['NEXT']) fei_header = None NX, NY, NZ = std_header['NX'], std_header['NY'], std_header['NZ'] diff --git a/hyperspy/io_plugins/msa.py b/hyperspy/io_plugins/msa.py index d9bf0de59a..00cb7639b6 100644 --- a/hyperspy/io_plugins/msa.py +++ b/hyperspy/io_plugins/msa.py @@ -232,13 +232,13 @@ def parse_msa_string(string, filename=None): mapped.set_item('General.time', time.time().isoformat()) except: if 'TIME' in parameters and parameters['TIME']: - _logger.warn('The time information could not be retrieved') + _logger.warning('The time information could not be retrieved') try: date = dt.strptime(parameters['DATE'], "%d-%b-%Y") mapped.set_item('General.date', date.date().isoformat()) except: if 'DATE' in parameters and parameters['DATE']: - _logger.warn('The date information could not be retrieved') + _logger.warning('The date information could not be retrieved') except: warnings.warn("I couldn't read the date information due to" "an unexpected error. Please report this error to " diff --git a/hyperspy/io_plugins/netcdf.py b/hyperspy/io_plugins/netcdf.py index a89aa6c195..d49952667e 100644 --- a/hyperspy/io_plugins/netcdf.py +++ b/hyperspy/io_plugins/netcdf.py @@ -130,8 +130,8 @@ def nc_hyperspy_reader_0dot1(ncfile, filename, *args, **kwds): else: calibration_dict[attrib[0]] = value else: - _logger.warn("Warning: the attribute '%s' is not defined in the " - "file '%s'", attrib[0], filename) + _logger.warning("Warning: the attribute '%s' is not defined in " + "the file '%s'", attrib[0], filename) for attrib in acquisition2netcdf.items(): if hasattr(dc, attrib[1]): value = eval('dc.' + attrib[1]) @@ -140,14 +140,14 @@ def nc_hyperspy_reader_0dot1(ncfile, filename, *args, **kwds): else: acquisition_dict[attrib[0]] = value else: - _logger.warn("Warning: the attribute '%s' is not defined in the " - "file '%s'", attrib[0], filename) + _logger.warning("Warning: the attribute '%s' is not defined in " + "the file '%s'", attrib[0], filename) for attrib in treatments2netcdf.items(): if hasattr(dc, attrib[1]): treatments_dict[attrib[0]] = eval('dc.' + attrib[1]) else: - _logger.warn("Warning: the attribute '%s' is not defined in the " - "file '%s'", attrib[0], filename) + _logger.warning("Warning: the attribute '%s' is not defined in " + "the file '%s'", attrib[0], filename) original_metadata = {'record_by': ncfile.type, 'calibration': calibration_dict, 'acquisition': acquisition_dict, diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index 699feab4a2..c4ead9a72a 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -211,12 +211,12 @@ def _update_calibration(self, *args, **kwargs): def apply(self): if np.isnan(self.ss_left_value) or np.isnan(self.ss_right_value): - _logger.warn("Select a range by clicking on the signal figure " - "and dragging before pressing Apply.") + _logger.warning("Select a range by clicking on the signal figure " + "and dragging before pressing Apply.") return elif self.left_value is t.Undefined or self.right_value is t.Undefined: - _logger.warn("Select the new left and right values before " - "pressing apply.") + _logger.warning("Select the new left and right values before " + "pressing apply.") return axis = self.axis axis.scale = self.scale @@ -387,13 +387,13 @@ def _decrease_window_length_fired(self): if nwl > self.polynomial_order: self.window_length = nwl else: - _logger.warn( + _logger.warning( "The window length must be greater than the polynomial order") def _polynomial_order_changed(self, old, new): if self.window_length <= new: self.window_length = new + 2 if new % 2 else new + 1 - _logger.warn( + _logger.warning( "Polynomial order must be < window length. " "Window length set to %i.", self.window_length) self.update_lines() @@ -404,7 +404,7 @@ def _window_length_changed(self, old, new): def _differential_order_changed(self, old, new): if new > self.polynomial_order: self.polynomial_order += 1 - _logger.warn( + _logger.warning( "Differential order must be <= polynomial order. " "Polynomial order set to %i.", self.polynomial_order) super( From 5433be43c481603c906e08c08a842e250b733091 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 22 Aug 2018 12:29:21 +0100 Subject: [PATCH 192/211] Catch `AttributeError` when plotting X-rays marker lines and beam energy is not present. --- hyperspy/_signals/eds.py | 18 ++++++++++++++---- 1 file changed, 14 insertions(+), 4 deletions(-) diff --git a/hyperspy/_signals/eds.py b/hyperspy/_signals/eds.py index 699535eb90..fbce571323 100644 --- a/hyperspy/_signals/eds.py +++ b/hyperspy/_signals/eds.py @@ -146,8 +146,12 @@ def _get_xray_lines_in_spectral_range(self, xray_lines): ax = self.axes_manager.signal_axes[0] low_value = ax.low_value high_value = ax.high_value - if self._get_beam_energy() < high_value: - high_value = self._get_beam_energy() + try: + if self._get_beam_energy() < high_value: + high_value = self._get_beam_energy() + except AttributeError: + # in case the beam energy is not defined in the metadata + pass xray_lines_in_range = [] xray_lines_not_in_range = [] for xray_line in xray_lines: @@ -283,7 +287,7 @@ def _get_xray_lines(self, xray_lines=None, only_one=None, only_lines=only_lines) else: raise ValueError( - "Not X-ray line, set them with `add_elements`") + "Not X-ray line, set them with `add_elements`.") return xray_lines def set_lines(self, @@ -468,7 +472,11 @@ def _get_lines_from_elements(self, """ only_lines = utils_eds._parse_only_lines(only_lines) - beam_energy = self._get_beam_energy() + try: + beam_energy = self._get_beam_energy() + except: + # Fall back to the high_value of the energy axis + beam_energy = self.axes_manager.signal_axes[0].high_value lines = [] elements = [el if isinstance(el, str) else el.decode() for el in elements] @@ -914,6 +922,8 @@ def _plot_xray_lines(self, xray_lines=False, only_lines=("a", "b"), else: _logger.warning( "No elements defined, set them with `add_elements`") + # No X-rays lines, nothing to do then + return xray_lines, xray_not_here = self._get_xray_lines_in_spectral_range( xray_lines) for xray in xray_not_here: From cc72dd547ab12701608e888a93a161e1b6eb8b90 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 22 Aug 2018 13:13:22 +0100 Subject: [PATCH 193/211] Add tests. --- hyperspy/tests/drawing/test_plot_markers.py | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/hyperspy/tests/drawing/test_plot_markers.py b/hyperspy/tests/drawing/test_plot_markers.py index 2e53f608b6..1a66a56857 100644 --- a/hyperspy/tests/drawing/test_plot_markers.py +++ b/hyperspy/tests/drawing/test_plot_markers.py @@ -464,6 +464,7 @@ def test_plot_line_markers(mpl_cleanup): def test_plot_line_markers_close(): return _test_plot_line_markers() + @pytest.mark.mpl_image_compare( baseline_dir=baseline_dir, tolerance=default_tol, style=style_pytest_mpl) def test_plot_eds_lines(): @@ -472,4 +473,16 @@ def test_plot_eds_lines(): s.plot(True) s.axes_manager.navigation_axes[0].index = 1 return s._plot.signal_plot.figure - + + +@update_close_figure +def test_plot_eds_markers_close(): + s = EDS_TEM_Spectrum() + s.plot(True) + return s + + +def test_plot_eds_markers_no_energy(): + s = EDS_TEM_Spectrum() + del s.metadata.Acquisition_instrument.TEM.beam_energy + s.plot(True) From f75a69f88b8d59b2750fc527a27f3106025897c6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Wed, 22 Aug 2018 16:57:02 +0200 Subject: [PATCH 194/211] fix typo --- hyperspy/drawing/signal1d.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/drawing/signal1d.py b/hyperspy/drawing/signal1d.py index 4e4333d434..ae99da36e7 100644 --- a/hyperspy/drawing/signal1d.py +++ b/hyperspy/drawing/signal1d.py @@ -329,7 +329,7 @@ def _auto_update_line(self, *args, **kwargs): if self.auto_update: if 'render_figure' not in kwargs.keys(): # if markers are plotted, we don't render the figure now but - # when once the markers have been updated + # once the markers have been updated kwargs['render_figure'] = (len(self.ax.hspy_fig.ax_markers) == 0) self.update(self, *args, **kwargs) From fdb5cfca94e5301c0815c9b6bfb894b18317e705 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Thu, 23 Aug 2018 12:00:27 +0100 Subject: [PATCH 195/211] Fix wrong baseline images for model plot testing: the "scatter" data was duplicated and this seems to have been fixed in matplotlib 2.2.3. --- .../test_fit_EELS_convolved_False.png | Bin 36795 -> 34590 bytes .../test_fit_EELS_convolved_True.png | Bin 39647 -> 37831 bytes ...t_gaussian_eelsmodel_False-False-False.png | Bin 38108 -> 38084 bytes ...ot_gaussian_eelsmodel_False-False-True.png | Bin 38043 -> 38012 bytes ...ot_gaussian_eelsmodel_False-True-False.png | Bin 40552 -> 40399 bytes ...lot_gaussian_eelsmodel_False-True-True.png | Bin 40086 -> 39935 bytes ...ot_gaussian_eelsmodel_True-False-False.png | Bin 38736 -> 38826 bytes ...lot_gaussian_eelsmodel_True-False-True.png | Bin 38252 -> 38335 bytes 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if exists is False and item.split('.')[-1] not in ignore_parameters: + if exists is False and item.split( + '.')[-1] not in ignore_parameters: missing_parameters.append(item) if missing_parameters: _logger.info("Missing parameters {}".format(missing_parameters)) diff --git a/hyperspy/io_plugins/tiff.py b/hyperspy/io_plugins/tiff.py index 1df234e439..c3545ac3e6 100644 --- a/hyperspy/io_plugins/tiff.py +++ b/hyperspy/io_plugins/tiff.py @@ -201,7 +201,7 @@ def file_reader(filename, record_by='image', force_read_resolution=False, elif name in ['depth', 'image series', 'time']: scales[i], units[i] = scales_d['z'], units_d['z'] offsets[i] = offsets_d['z'] - except: + except BaseException: _logger.info("Scale and units could not be imported") axes = [{'size': size, @@ -428,7 +428,7 @@ def _get_dm_kwargs_extratag(signal, scales, units, offsets): if md.has_item('Signal.quantity'): try: intensity_units = md.Signal.quantity - except: + except BaseException: _logger.info("The units of the 'intensity axes' couldn't be" "retrieved, please report the bug.") intensity_units = "" @@ -439,7 +439,7 @@ def _get_dm_kwargs_extratag(signal, scales, units, offsets): dic = md.Signal.Noise_properties.Variance_linear_model intensity_offset = dic.gain_offset intensity_scale = dic.gain_factor - except: + except BaseException: _logger.info("The scale or the offset of the 'intensity axes'" "couldn't be retrieved, please report the bug.") intensity_offset = 0.0 @@ -489,7 +489,7 @@ def _imagej_description(version='1.11a', **kwargs): def _decode_string(string): try: string = string.decode('utf8') - except: + except BaseException: # Sometimes the strings are encoded in latin-1 instead of utf8 string = string.decode('latin-1', errors='ignore') return string From 6d16d26f2d9a625fac829283e5fa046ea7928c6e Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Thu, 23 Aug 2018 15:10:00 +0100 Subject: [PATCH 197/211] Set matplotlib >= 2.2.3 requirement. --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 23c05adb58..d7422929f1 100644 --- a/setup.py +++ b/setup.py @@ -47,7 +47,7 @@ import hyperspy.Release as Release install_req = ['scipy>=0.15', - 'matplotlib>=1.2, !=2.1.0, !=2.1.1', + 'matplotlib>=2.2.3', 'numpy>=1.10, !=1.13.0', 'traits>=4.5.0', 'natsort', From 82180c200a817cfe2000f097ffd61a4b075574d7 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Thu, 23 Aug 2018 15:18:54 +0100 Subject: [PATCH 198/211] Simplify getting title, thanks francisco-dlp. --- hyperspy/io_plugins/digital_micrograph.py | 11 ++--------- 1 file changed, 2 insertions(+), 9 deletions(-) diff --git a/hyperspy/io_plugins/digital_micrograph.py b/hyperspy/io_plugins/digital_micrograph.py index 2b9d822813..b1738ea1ad 100644 --- a/hyperspy/io_plugins/digital_micrograph.py +++ b/hyperspy/io_plugins/digital_micrograph.py @@ -548,15 +548,8 @@ def names(self): @property def title(self): - title = self.imdict.get_item("Name") - if isinstance(title, list) and len(title) >0: - # take the first item of the list hoping for the best... - title = title[0] - if not isinstance(title, str): - # We only want a string, if this is not the case, set to default - _logger.info("Title can't be imported.") - title = '' - return title + title = self.imdict.get_item("Name", "") + return title if title else "" @property def record_by(self): From 6e792f2ea171aba06dd764c15fffd7f9b207bc37 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Thu, 23 Aug 2018 16:24:47 +0200 Subject: [PATCH 199/211] Add comment --- hyperspy/io_plugins/digital_micrograph.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/hyperspy/io_plugins/digital_micrograph.py b/hyperspy/io_plugins/digital_micrograph.py index b1738ea1ad..4ebe7d4152 100644 --- a/hyperspy/io_plugins/digital_micrograph.py +++ b/hyperspy/io_plugins/digital_micrograph.py @@ -549,6 +549,9 @@ def names(self): @property def title(self): title = self.imdict.get_item("Name", "") + # ``if title else ""`` below is there to account for when Name + # contains an empty list. + # See https://github.com/hyperspy/hyperspy/issues/1937 return title if title else "" @property From a211472ccb9fd894c218af3833e255d564bc56ae Mon Sep 17 00:00:00 2001 From: autopep8 Date: Thu, 23 Aug 2018 17:23:02 +0200 Subject: [PATCH 200/211] Automatic style corrections courtesy of autopep8 --- hyperspy/_signals/eds.py | 2 +- hyperspy/io_plugins/blockfile.py | 2 +- hyperspy/io_plugins/msa.py | 12 ++++++------ 3 files changed, 8 insertions(+), 8 deletions(-) diff --git a/hyperspy/_signals/eds.py b/hyperspy/_signals/eds.py index fbce571323..781bc0f5f2 100644 --- a/hyperspy/_signals/eds.py +++ b/hyperspy/_signals/eds.py @@ -474,7 +474,7 @@ def _get_lines_from_elements(self, only_lines = utils_eds._parse_only_lines(only_lines) try: beam_energy = self._get_beam_energy() - except: + except BaseException: # Fall back to the high_value of the energy axis beam_energy = self.axes_manager.signal_axes[0].high_value lines = [] diff --git a/hyperspy/io_plugins/blockfile.py b/hyperspy/io_plugins/blockfile.py index 5c9a7c4f08..285a0c2c44 100644 --- a/hyperspy/io_plugins/blockfile.py +++ b/hyperspy/io_plugins/blockfile.py @@ -166,7 +166,7 @@ def file_reader(filename, endianess='<', mmap_mode=None, # It seems it uses "\x00" for padding, so we remove it try: header['Note'] = note.decode("latin1").strip("\x00") - except: + except BaseException: # Not sure about the encoding so, if it fails, we carry on _logger.warning( "Reading the Note metadata of this file failed. " diff --git a/hyperspy/io_plugins/msa.py b/hyperspy/io_plugins/msa.py index 00cb7639b6..4c057262ff 100644 --- a/hyperspy/io_plugins/msa.py +++ b/hyperspy/io_plugins/msa.py @@ -198,13 +198,13 @@ def parse_msa_string(string, filename=None): if clean_par in keywords: try: parameters[parameter] = keywords[clean_par]['dtype'](value) - except: + except BaseException: # Normally the offending mispelling is a space in the scientic # notation, e.g. 2.0 E-06, so we try to correct for it try: parameters[parameter] = keywords[clean_par]['dtype']( value.replace(' ', '')) - except: + except BaseException: _logger.exception( "The %s keyword value, %s could not be converted to " "the right type", parameter, value) @@ -230,16 +230,16 @@ def parse_msa_string(string, filename=None): try: time = dt.strptime(parameters['TIME'], "%H:%M") mapped.set_item('General.time', time.time().isoformat()) - except: + except BaseException: if 'TIME' in parameters and parameters['TIME']: _logger.warning('The time information could not be retrieved') try: date = dt.strptime(parameters['DATE'], "%d-%b-%Y") mapped.set_item('General.date', date.date().isoformat()) - except: + except BaseException: if 'DATE' in parameters and parameters['DATE']: _logger.warning('The date information could not be retrieved') - except: + except BaseException: warnings.warn("I couldn't read the date information due to" "an unexpected error. Please report this error to " "the developers") @@ -335,7 +335,7 @@ def file_writer(filename, signal, format=None, separator=', ', if md.has_item("General.time"): time = dt.strptime(md.General.time, "%H:%M:%S") loc_kwds['TIME'] = time.strftime("%H:%M") - except: + except BaseException: warnings.warn( "I couldn't write the date information due to" "an unexpected error. 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zxi%@u??g^c4r2H^r`Wmis>ksU{a_({1f;uHI^o;pHKo$ol}G&jk5%S#e42zdJ+K}A zk)M|buh=?>F{2oP=(1r8UIxX;xi-?_#x@-tL3~nRh(HmFMC0gd2D?&5TG|x7P7D!a z=qppaFGZLQMIiCBd*xc_6|G;4*_j7`k67J1Yy#{H1J@WwR(t)i}&8A+jys)I(3RY2pUX3 z+HG0~!Fz1raO`UA@B45R`4uu*tb#B1;GEb071()QR7FLle{8I{b8KuZXtaAH@dzv& z3W2qSlWK$&lL2xJ7&3eWj!FOl=Ka{<%+Tf1iKtIyaBF1yO#;$0IIRhMZP*>w(AbDc zb;kO4Z+5ob>C$#YInp3N^74TB`d}$m&;!|Yb1Q2Dr_9}Ca->TLgqf(~x}=seB-VB% zNVH7hxoZ%=!fIYN((A35ixe2Uca=Dvi*i9|C(wvtLP7xHKgnx)AS;tVMT6)EI*9dk zFGr?&*@ydAuP!3Wuq6)nJ3N0Tq4CsQ@kTHjjs5(TksG9d6_&PI>sE8Uy0Wq$*+zCS zdddN2z8E#5@UJhtS%b>IUbt|xy$hXPMZNDp={$w@C8c%i_@89Rnd6FT;22$ykrtKA z{`}BAIY~Aiz&8L!U2esUJy-M5ys-b(pBQ=y!HxZ^cKJ%fAJc6ciK)0xZa;=H^2`=4ZC(YAdR*BPU74 zp@D{kYWhc61dVtsiiJ1P z-~?ptd3kx85w%F2I}nuNZ&^;8z1h;lqx&E0QZba1pn0O*j1(iQy4KCN_{(hzUWEFP z2^1%U8yckcRt4k)4+Y!Wiu{-=jaAsTO%j>=b{dVjJR3b}1c8&1H=^ot&wjuFxlbY{ zUHe6?WjN{kjsl_J;NZ|^Mq=V?Bt4|-F!(;XCp;=jNkyf&;ZBuSU>^es&ZlVUgMMcGVcog>e{(d)j{2P0s#w-40 zSQXG@okC5Lu}b|kF<~eB?c;*U5&Y)n=47fxF`9=W#5gG>u=2VO7k!8DF#95oBP$kN zxsuxHS3$^o?pw9%f~M$dtpNMxrE&(&NDwGSngP9gkvD(K(mF9cJEPV$N`yURTH%yi4qiwU!kOLl?u-vg5Ef{Vm{|VNn6_)@2 From 0951c79f4028f1b535e59497e9ad11afabb04d34 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Fri, 24 Aug 2018 09:13:31 +0100 Subject: [PATCH 202/211] Update user guide. --- doc/user_guide/io.rst | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/doc/user_guide/io.rst b/doc/user_guide/io.rst index c23dca4ddc..18a42325fa 100644 --- a/doc/user_guide/io.rst +++ b/doc/user_guide/io.rst @@ -77,10 +77,8 @@ analysing large files. To load a file without loading it to memory simply set The units of the navigation and signal axes can be converted automatically during loading using the ``convert_units`` parameter. If `True`, the -``convert_to_units`` method of the ``axes_manager`` will be used for the conversion. -If `None` (default), the default setting of the file reader will be used to -determine if the units need to be converted. If `False`, the units will not be -converted, regardless of the reader default setting. +``convert_to_units`` method of the ``axes_manager`` will be used for the conversion +and if set to `False`, the units will not be converted. The default is `False`. .. code-block:: python From 10c0c9c5ea442aa37f8938f46421b1bfc720b765 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Fri, 24 Aug 2018 10:47:32 +0100 Subject: [PATCH 203/211] Update baseline image for failing tests following previous merge with upstream. --- .../test_plot_data_changed_event_1.png | Bin 11890 -> 13206 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/hyperspy/tests/drawing/plot_signal/test_plot_data_changed_event_1.png b/hyperspy/tests/drawing/plot_signal/test_plot_data_changed_event_1.png index 2d4609fff5f971ba9bc5145cec880e86a4c5bdde..8585955d906a69fc189dd142a4536dbead94d381 100644 GIT binary patch literal 13206 zcmb_@1zc6>*8V00!~l~J5al342qGXQa8&AmN`oS$NGsiWlrc#UBA}FXhk)b(ERIS^ zD;?4$-SDlg;~nSz?)~5Y{l4)x4#SDP-~GO8J?nX%wdR59MTK3o%(MuC?7}I^sv`(F z9zn=@X{g{8k%rE%@PpFfEKZXK{&><{zYo7}w^h9CfFN{N(Z6IVGRYS3qPU~nB}WY# zQ%9Gp_9n>9tB$reY#eV`Tw`}Ov3Ibrv1UKXf0AE_kKNqS(N;o0;Li{6+t`~4aO{`e 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z$yVS5W17Ay`L7F@sR%7L3mq!V0LJymq0r0h&Q1w~P#y)SV0$Yan~L1+agCt2ffJ0k z>-sLf;RW7c{G&{*=OTlSHh?A`usMOW$f6mU(PBbpCmV$ur>3s>_3 zjy+k;o8VM{L&bhSOH9g{YNiZClNdix9d7&Kfsowv+ikAo;)Rr)96dnRCaJn3aWEm= z4k64(-AR^I*y6-^hK+1VPyshkTqnDXi1SfHeX^rTaXD6Xk5}`^?b(96ud|--eW^-a zuxfaeU8i_fF;*MRrlG%a_6@5N9s*~I^4a6FXypO+HwqnXas4sg->M*nZh)4iB-nH& ztVgE&czjnJ^$iVE;ot^DEBWQ2J$0HbK(tWiRyskQGowE1>gsyHGuCWq2D0GH^J9R+ zjZ=MZI2GJx`2(c%1wF<#X#l*{S5t` z96hs+P^8oY(*qOAD}p)EE+DiL7edvRar&z2GyQHSW#SN6t72v)=fHm~0z3p&;8E`w z3VmqZa4X|nn=n(~RadlgFU-&sR~1c@!-94kz6jv)R7HtTbD}oy>ZE(AE`d;j_NYPA zo(g!@CTgM04j)`0{ztnY;g}{va)?owgePf^JIQJSvxnN-=rHWsUnrvs^ZB*EE40du z0wGM#c=b&UecD236Px{dUzL%bT5BgATwM zD?_a5rLMVKYV_Nu;K$o4xtxQ9goJMQ_PlgX+yyeBs-{Mo7&KOxpdKzh_$=HsknBA2 zEIblm4DPXWXVg9Zli;B9Rj|*1c@znq8tga~;s_)O-WkjwD!8fHsZbOuFeSU Date: Fri, 24 Aug 2018 19:29:43 +0100 Subject: [PATCH 204/211] Fix typos, simplify updating EELS metadata and fix one bug. --- hyperspy/_signals/eels.py | 21 ++++++++------------- hyperspy/misc/array_tools.py | 8 ++------ hyperspy/tests/signal/test_eels.py | 9 +++++++-- 3 files changed, 17 insertions(+), 21 deletions(-) diff --git a/hyperspy/_signals/eels.py b/hyperspy/_signals/eels.py index f1902a55ca..ac030efad5 100644 --- a/hyperspy/_signals/eels.py +++ b/hyperspy/_signals/eels.py @@ -1350,20 +1350,15 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): for axis in m.axes_manager.navigation_axes]) mdeels = m.metadata m.get_dimensions_from_data() - if "Acquisition_instrument" in m.metadata: - mdeels = m.metadat.Acquisition_instrument - if "Acquisition_instrument.TEM.Detector.EELS.dwell_time" in m.metadata: - mdeels.TEM.Detector.EELS.dwell_time *= time_factor - elif "Acquisition_instrument.TEM.Detector.EELS.exposure" in m.metadata: - mdeels.TEM.Detector.EELS.exposure *= time_factor - elif "Acquisition_instrument.TEM.Detector.Camera.exposure" in m.metadata: - mdeels.TEM.Detector.Camera.exposure *= time_factor - elif "dwell_time" in m.metadata: - m.metadata.dwell_time *= time_factor - elif "exposure" in m.metadata: - m.metadata.exposure *= time_factor + if m.metadata.get_item("Acquisition_instrument.TEM.Detector.EELS"): + mdeels = m.metadata.Acquisition_instrument.TEM.Detector.EELS + if "dwell_time" in mdeels: + mdeels.dwell_time *= time_factor + if "exposure" in mdeels: + mdeels.exposure *= time_factor else: - _logger.info('No dwell_time could be found in the metadata so this has not been updated.') + _logger.info('No dwell_time could be found in the metadata so ' + 'this has not been updated.') if out is None: return m else: diff --git a/hyperspy/misc/array_tools.py b/hyperspy/misc/array_tools.py index c6e903d416..320158a60e 100644 --- a/hyperspy/misc/array_tools.py +++ b/hyperspy/misc/array_tools.py @@ -169,7 +169,7 @@ def rebin(a, new_shape=None, scale=None, crop=True): if np.issubdtype(a.dtype, np.integer): # The _linear_bin function below requires a float dtype # because of the default numpy casting rule ('same_kind'). - a.astype("float", casting="safe", copy=False) + a = a.astype("float", casting="safe", copy=False) return _linear_bin(a, scale, crop) else: _logger.debug("Using standard rebin with lazy support") @@ -200,7 +200,7 @@ def rebin(a, new_shape=None, scale=None, crop=True): try: return da.coarsen(np.sum, a, {i: int(f) for i, f in enumerate(scale)}) - # we provide slightly better error message in hypersy context + # we provide slightly better error message in hyperspy context except ValueError: raise ValueError("Rebinning does not align with data dask chunks." " Rebin fewer dimensions at a time to avoid this" @@ -297,10 +297,6 @@ def _linear_bin(dat, scale, crop=True): if not hasattr(_linear_bin_loop, "__numba__"): _logger.warning("Install numba to speed up the computation of `rebin`") - all_integer = np.all([isinstance(n, numbers.Integral) for n in scale]) - dtype = (dat.dtype if (all_integer or "complex" in dat.dtype.name) - else "float") - for axis, s in enumerate(scale): # For each iteration of linear_bin the axis being interated over has to # be switched to axis[0] in order to carry out the interation loop. diff --git a/hyperspy/tests/signal/test_eels.py b/hyperspy/tests/signal/test_eels.py index c14e1cdb9e..8bb3c37edd 100644 --- a/hyperspy/tests/signal/test_eels.py +++ b/hyperspy/tests/signal/test_eels.py @@ -259,9 +259,14 @@ def test_rebin_without_dwell_time(self): def test_rebin_dwell_time(self): s = self.signal - s.metadata.dwell_time = 5.3 + s.metadata.add_node("Acquisition_instrument.TEM.Detector.EELS") + s_mdEELS = s.metadata.Acquisition_instrument.TEM.Detector.EELS + s_mdEELS.dwell_time = 0.1 + s_mdEELS.exposure = 0.5 s2 = s.rebin(scale = (2, 2, 8)) - assert s2.metadata.dwell_time == (5.3 * 2 * 2) + s2_mdEELS = s2.metadata.Acquisition_instrument.TEM.Detector.EELS + assert s2_mdEELS.dwell_time == (0.1 * 2 * 2) + assert s2_mdEELS.exposure == (0.5 * 2 * 2) def test_rebin_exposure(self): s = self.signal From 7a4174e3afc23c111393410c3a39c615619db0ee Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Fri, 24 Aug 2018 14:58:38 -0400 Subject: [PATCH 205/211] add information about changing indices directly, and using this for model fitting --- doc/user_guide/getting_started.rst | 11 +++++++++++ doc/user_guide/model.rst | 15 +++++++++++++++ 2 files changed, 26 insertions(+) diff --git a/doc/user_guide/getting_started.rst b/doc/user_guide/getting_started.rst index 17234848c3..92f858df84 100644 --- a/doc/user_guide/getting_started.rst +++ b/doc/user_guide/getting_started.rst @@ -397,6 +397,17 @@ axes) you could use the navigation sliders: Navigation sliders ipywidgets GUI. +Alternatively, the "current position" can be changed programmatically by +directly accessing ``indices`` attribute of a Signal's +:py:class:`~.axes.AxesManager`. This is particularly useful if trying to set +a specific location with which to initialize a model's parameters to +sensible values before preforming a fit over an entire spectrum image. The +``indices`` must be provided as a tuple, with the same length as the number of +navigation dimensions: + +.. code-block:: python + + >>> s.axes_manager.indices = (5, 4) .. _saving: diff --git a/doc/user_guide/model.rst b/doc/user_guide/model.rst index f878ecd4c7..ea128ed987 100644 --- a/doc/user_guide/model.rst +++ b/doc/user_guide/model.rst @@ -911,6 +911,21 @@ To fit the model to all the elements of a multidimensional dataset use store the result of the fit internally and move to the next position until reaching the end of the dataset. +.. NOTE:: + + Sometimes this method can fail, especially in the case of a TEM spectrum + image of a particle surrounded by vacuum (since in that case the + top-left pixel will typically be an empty signal). To get sensible + starting parameters, you can do a single + :py:meth:`~.model.BaseModel.fit` after changing the active position + within the spectrum image (either using the plotting GUI or by directly + modifying ``s.axes_manager.indices`` as in :ref:`Setting_axis_properties`). + After doing this, you can initialize the model at every pixel to the + values from the single pixel fit using + ``m.assign_current_values_to_all()``, and then use + :py:meth:`~.model.BaseModel.multifit` to perform the fit over the entire + spectrum image. + Sometimes one may like to store and fetch the value of the parameters at a given position manually. This is possible using :py:meth:`~.model.BaseModel.store_current_values` and From 29a5b7df307e3d07e4ec9e59a058c778609f9d69 Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Fri, 24 Aug 2018 14:59:08 -0400 Subject: [PATCH 206/211] update intersphinx link for matplotlib --- doc/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/conf.py b/doc/conf.py index acc539edca..75408ad06d 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -232,7 +232,7 @@ # Add the hyperspy website to the intersphinx domains intersphinx_mapping = {'hyperspyweb': ('http://hyperspy.org/', None), - 'matplotlib': ('http://matplotlib.org', None)} + 'matplotlib': ('https://matplotlib.org', None)} def setup(app): From a0d35b06cde69e078abf3fee2457060145aeaf4e Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Fri, 24 Aug 2018 14:59:51 -0400 Subject: [PATCH 207/211] update a number of broken inter-documentation sphinx links --- doc/user_guide/model.rst | 152 ++++++++++++++++++++------------------- 1 file changed, 78 insertions(+), 74 deletions(-) diff --git a/doc/user_guide/model.rst b/doc/user_guide/model.rst index ea128ed987..b8bd00a0c0 100644 --- a/doc/user_guide/model.rst +++ b/doc/user_guide/model.rst @@ -18,10 +18,10 @@ the :py:class:`~.model.BaseModel` class is available for both kinds. Models can be created and fit to experimental data in both one and two dimensions i.e. spectra and images respectively. Most of the syntax is identical in either case. A one-dimensional model is created when a model -is created for a :py:class:`~._signals.signal1D.Signal1D` whereas a two- -dimensional model is created for a :py:class:`._signals.signal2D.Signal2D`. +is created for a :py:class:`~._signals.signal1d.Signal1D` whereas a two- +dimensional model is created for a :py:class:`~._signals.signal2d.Signal2D`. At present plotting and gradient fitting methods tools for are not yet -provided for the :py:class:`~.models.model2D.Model2D` class. +provided for the :py:class:`~.models.model2d.Model2D` class. .. versionadded:: 0.7 Binned/unbinned signals @@ -42,18 +42,18 @@ model depends on this parameter. See :ref:`signal.binned` for more details. Creating a model ---------------- -A :py:class:`~.models.model1D.Model1D` can be created for data in the -:py:class:`~._signals.signal1D.Signal1D` class using the -:py:meth:`~._signals.signal1D.Signal1D.create_model` method: +A :py:class:`~.models.model1d.Model1D` can be created for data in the +:py:class:`~._signals.signal1d.Signal1D` class using the +:py:meth:`~._signals.signal1d.Signal1D.create_model` method: .. code-block:: python >>> s = hs.signals.Signal1D(np.arange(300).reshape(30, 10)) >>> m = s.create_model() # Creates the 1D-Model and assign it to m -Similarly A :py:class:`~.models.model2D.Model2D` can be created for data in the -:py:class:`~._signals.signal2D.Signal2D` class using the -:py:meth:`~._signals.signal2D.Signal2D.create_model` method: +Similarly A :py:class:`~.models.model2d.Model2D` can be created for data in the +:py:class:`~._signals.signal2d.Signal2D` class using the +:py:meth:`~._signals.signal2d.Signal2D.create_model` method: .. code-block:: python @@ -92,7 +92,7 @@ The following components are currently available for one-dimensional models: * :py:class:`~._components.exponential.Exponential` * :py:class:`~._components.scalable_fixed_pattern.ScalableFixedPattern` * :py:class:`~._components.gaussian.Gaussian` -* :py:class:`~._components.gaussian.GaussianHF` +* :py:class:`~._components.gaussianhf.GaussianHF` * :py:class:`~._components.lorentzian.Lorentzian` * :py:class:`~._components.voigt.Voigt` * :py:class:`~._components.polynomial.Polynomial` @@ -125,7 +125,8 @@ Specifying custom components The easiest way to turn a mathematical expression into a component is using the :py:class:`~._components.expression.Expression` component. For example, the -following is all you need to create a `Gaussian` component with more sensible +following is all you need to create a +:py:class:`~._components.gaussian.Gaussian` component with more sensible parameters for spectroscopy than the one that ships with HyperSpy: .. code-block:: python @@ -240,9 +241,9 @@ mailing list `. .. versionchanged:: 0.8.1 printing current model components -To print the current components in a model use :py:attr:`components`. A -table with component number, attribute name, component name and -component type will be printed: +To print the current components in a model use +:py:attr:`~.model.BaseModel.components`. A table with component number, +attribute name, component name and component type will be printed: .. code-block:: python @@ -254,11 +255,12 @@ component type will be printed: In fact, components may be created automatically in some cases. For example, if -the `Signal1D` is recognised as EELS data, a power-law background component will -automatically be placed in the model. To add a component first we have to create -an instance of the component. Once the instance has been created we can add the -component to the model using the :py:meth:`append` method, e.g. for a type of -data that can be modelled using gaussians we might proceed as follows: +the :py:class:`~._signals.signal1d.Signal1D` is recognised as EELS data, a +power-law background component will automatically be placed in the model. To +add a component first we have to create an instance of the component. Once +the instance has been created we can add the component to the model using +the :py:meth:`~.model.BaseModel.append` method, e.g. for a type of data that +can be modelled using Gaussians we might proceed as follows: .. code-block:: python @@ -273,14 +275,14 @@ data that can be modelled using gaussians we might proceed as follows: >>> gaussian3 = hs.model.components1D.Gaussian() # Create a third gaussian -We could use the append method twice to add the two gaussians, but when -adding multiple components it is handier to use the extend method that enables -adding a list of components at once. +We could use the :py:meth:`~.model.BaseModel.append` method twice to add the +two gaussians, but when adding multiple components it is handier to use the +extend method that enables adding a list of components at once. .. code-block:: python - >>> m.extend((gaussian2, gaussian3)) # note the double brackets! + >>> m.extend((gaussian2, gaussian3)) # note the double parentheses! >>> m.components # | Attribute Name | Component Name | Component Type ---- | -------------------- | ------------------- | --------------------- @@ -333,7 +335,7 @@ index in the model. >>> m["Long Hydrogen name"] -.. versionadded:: 0.8.1 :py:attr:`components` attribute +.. versionadded:: 0.8.1 :py:attr:`~.model.BaseModel.components` attribute In addition, the components can be accessed in the :py:attr:`~.model.BaseModel.components` `Model` attribute. This is specially @@ -353,15 +355,14 @@ enables tab completion. It is possible to "switch off" a component by setting its -:py:attr:`~.component.Component.active` to `False`. When a component is +``active`` attribute to ``False``. When a component is switched off, to all effects it is as if it was not part of the model. To -switch it on simply set the :py:attr:`~.component.Component.active` attribute -back to `True`. +switch it on simply set the ``active`` attribute back to ``True``. .. versionadded:: 0.7.1 :py:attr:`~.component.Component.active_is_multidimensional` In multidimensional signals it is possible to store the value of the -:py:attr:`~.component.Component.active` attribute at each navigation index. +``active`` attribute at each navigation index. To enable this feature for a given component set the :py:attr:`~.component.Component.active_is_multidimensional` attribute to `True`. @@ -400,8 +401,8 @@ Often it is useful to consider only part of the model - for example at a particular location (i.e. a slice in the navigation space) or energy range (i.e. a slice in the signal space). This can be done using exactly the same syntax that we use for signal indexing (:ref:`signal.indexing`). -:py:attr:`~.model.red_chisq` and :py:attr:`~.model.dof` are automatically -recomputed for the resulting slices. +:py:attr:`~.model.BaseModel.red_chisq` and :py:attr:`~.model.BaseModel.dof` +are automatically recomputed for the resulting slices. .. code-block:: python @@ -420,11 +421,10 @@ Getting and setting parameter values and attributes :py:meth:`~.model.BaseModel.print_current_values` prints the value of the parameters of the components in the current coordinates. -:py:attr:`~.component.Component.parameters` contains a list of the parameters +The :py:attr:`~.component.Component.parameters` attribute of a +:py:class:`~.component.Component` contains a list of the parameters of a component and :py:attr:`~.component.Component.free_parameters` lists only -the free parameters. - -The value of a particular parameter can be accessed in the +the free parameters. The value of a particular parameter can be accessed in the :py:attr:`~.component.Parameter.value`. If a model contains several components with the same parameters, it is possible @@ -453,13 +453,13 @@ Example: array([ 40., 20., 20., 20., 20., 20., 20., 20., 20., 20.]) -To set the `free` state of a parameter change the -:py:attr:`~.component.Parameter.free` attribute. To change the `free` state of -all parameters in a component to `True` use +To set the ``free`` state of a parameter change the +:py:attr:`~.component.Parameter.free` attribute. To change the ``free`` state +of all parameters in a component to `True` use :py:meth:`~.component.Component.set_parameters_free`, and :py:meth:`~.component.Component.set_parameters_not_free` for setting them to -`False`. Specific parameter-names can also be specified by using -`parameter_name_list`, shown in the example: +``False``. Specific parameter-names can also be specified by using +``parameter_name_list``, shown in the example: .. code-block:: python @@ -478,9 +478,8 @@ all parameters in a component to `True` use Similar functions exist for :py:class:`~.model.BaseModel`: :py:meth:`~.model.BaseModel.set_parameters_free` and :py:meth:`~.model.BaseModel.set_parameters_not_free`. Which sets the -:py:attr:`~.component.Parameter.free` states for the parameters in components -in a model. Specific components and parameter-names can also be specified. For -example: +``free`` states for the parameters in components in a model. Specific +components and parameter-names can also be specified. For example: .. code-block:: python @@ -819,13 +818,14 @@ is possible to display the individual components by calling To disable this feature call :py:meth:`~.model.BaseModel.disable_plot_components`. -.. versionadded:: 0.7.1 :py:meth:`~.model.Model.suspend_update` and - :py:meth:`~.model.Model.resume_update` +.. versionadded:: 0.7.1 :py:meth:`~.model.BaseModel.suspend_update` +.. and :py:meth:`~.model.Model.resume_update` By default the model plot is automatically updated when any parameter value changes. It is possible to suspend this feature with -:py:meth:`~.model.BaseModel.suspend_update`. To resume it use -:py:meth:`~.model.BaseModel.resume_update`. +:py:meth:`~.model.BaseModel.suspend_update`. + +.. To resume it use :py:meth:`~.model.BaseModel.resume_update`. .. _model.starting: @@ -840,11 +840,11 @@ by hand. .. versionadded:: 0.7 In addition, it is possible to fit a given component independently using - the :py:meth:`~.model.Model.fit_component` method. + the :py:meth:`~.model.BaseModel.fit_component` method. .. versionadded:: 0.8.5 - :py:meth:`~.model.Model.gui`, + :py:meth:`~.model.BaseModel.gui`, .. versionchanged:: 1.3 All :meth:`notebook_interaction` methods renamed to :meth:`gui`. The @@ -854,7 +854,7 @@ by hand. If running in a Jupyter Notebook, interactive widgets can be used to conveniently adjust the parameter values by running -:py:meth:`~.model.Model.gui` for :py:class:`~.model.Model`, +:py:meth:`~.model.BaseModel.gui` for :py:class:`~.model.BaseModel`, :py:class:`~.component.Component` and :py:class:`~.component.Parameter`. @@ -869,13 +869,13 @@ conveniently adjust the parameter values by running .. versionadded:: 0.6 - :py:meth:`~.model.Model.enable_adjust_position` and - :py:meth:`~.model.Model.disable_adjust_position` + :py:meth:`~.models.model1d.Model1D.enable_adjust_position` and + :py:meth:`~.models.model1d.Model1D.disable_adjust_position` -Also, :py:meth:`~.model.BaseModel.enable_adjust_position` provides an +Also, :py:meth:`~.models.model1d.Model1D.enable_adjust_position` provides an interactive way of setting the position of the components with a well-defined position. -:py:meth:`~.model.BaseModel.disable_adjust_position` disables the tool. +:py:meth:`~.models.model1d.Model1D.disable_adjust_position` disables the tool. .. figure:: images/model_adjust_position.png @@ -893,9 +893,9 @@ Exclude data from the fitting process The following :py:class:`~.model.BaseModel` methods can be used to exclude undesired spectral channels from the fitting process: -* :py:meth:`~.model.BaseModel.set_signal_range` -* :py:meth:`~.model.BaseModel.remove_signal_range` -* :py:meth:`~.model.BaseModel.reset_signal_range` +* :py:meth:`~.models.model1d.Model1D.set_signal_range` +* :py:meth:`~.models.model1d.Model1D.remove_signal_range` +* :py:meth:`~.models.model1d.Model1D.reset_signal_range` Fitting multidimensional datasets ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ @@ -935,7 +935,7 @@ given position manually. This is possible using Visualising the result of the fit ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -The :py:class:`~.model.BaseModel` :py:meth:`~.models.BaseModel.plot_results`, +The :py:class:`~.model.BaseModel` :py:meth:`~.model.BaseModel.plot_results`, :py:class:`~.component.Component` :py:meth:`~.component.Component.plot` and :py:class:`~.component.Parameter` :py:meth:`~.component.Parameter.plot` methods can be used to visualise the result of the fit **when fitting multidimensional @@ -948,11 +948,13 @@ Storing models .. versionadded:: 1.0 :py:class:`~.signal.ModelManager` Multiple models can be stored in the same signal. In particular, when -:py:meth:`~.model.store` is called, a full "frozen" copy of the model is stored -in :py:attr:`~.signal.models`. The stored models can be recreated at any time -by calling :py:meth:`~.signal.models.restore` with the stored model name as an -argument. To remove a model from storage, simply call -:py:meth:`~.signal.models.remove` +:py:meth:`~.model.BaseModel.store` is called, a full "frozen" copy of the model +is stored in stored in the signal's :py:class:`~.signal.ModelManager`, +which can be accessed in the ``models`` attribute (i.e. ``s.models``) +The stored models can be recreated at any time by calling +:py:meth:`~.signal.ModelManager.restore` with the stored +model name as an argument. To remove a model from storage, simply call +:py:meth:`~.signal.ModelManager.remove`. The stored models can be either given a name, or assigned one automatically. The automatic naming follows alphabetical scheme, with the sequence being (a, @@ -965,12 +967,13 @@ b, ..., z, aa, ab, ..., az, ba, ...). .. WARNING:: - Modifying a signal in-place (e.g. :py:meth:`~.signal.map`, - :py:meth:`~.signal.crop`, :py:meth:`~.signal.align1D`, - :py:meth:`~.signal.align2D` and similar) will invalidate all stored models. - This is done intentionally. + Modifying a signal in-place (e.g. :py:meth:`~.signal.BaseSignal.map`, + :py:meth:`~.signal.BaseSignal.crop`, + :py:meth:`~._signals.signal1d.Signal1D.align1D`, + :py:meth:`~._signals.signal2d.Signal2D.align2D` and similar) + will invalidate all stored models. This is done intentionally. -Current stored models can be listed by calling :py:attr:`~.signal.models`: +Current stored models can be listed by calling ``s.models``: .. code-block:: python @@ -1008,10 +1011,10 @@ Saving and loading the result of the fit ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. versionadded:: 1.0 -To save a model, a convenience function :py:meth:`~.model.save` is provided, -which stores the current model into its signal and saves the signal. As -described in :ref:`storing_models`, more than just one model can be saved with -one signal. +To save a model, a convenience function :py:meth:`~.model.BaseModel.save` is +provided, which stores the current model into its signal and saves the +signal. As described in :ref:`storing_models-label`, more than just one +model can be saved with one signal. .. code-block:: python @@ -1040,7 +1043,7 @@ For older versions of HyperSpy (before 0.9), the instructions were as follows: can be done in the form of an IPython notebook or a Python script. 3. (Optional) Comment out or delete the fitting commands (e.g. - ``multifit``). + :py:meth:`~.model.BaseModel.multifit`). To recreate the model: @@ -1201,8 +1204,9 @@ The current strategy "database" can be plotted using the :py:meth:`~.samfire.Samfire.plot` method. Whilst SAMFire is running, each pixel is checked by a ``goodness_test``, -which is by default :py:class:`~.fit_tests.red_chisq_test`, checking the -reduced chi-squared to be in the bounds of [0, 2]. +which is by default +:py:class:`~.samfire_utils.goodness_of_fit_tests.red_chisq.red_chisq_test`, +checking the reduced chi-squared to be in the bounds of [0, 2]. This tolerance can (and most likely should!) be changed appropriately for the data as follows: From a49120f4485502dfc8da865537698858c907fe29 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Tue, 28 Aug 2018 10:52:37 +0200 Subject: [PATCH 208/211] Automatic style corrections courtesy of autopep8 --- doc/conf.py | 2 +- hyperspy/_signals/eds.py | 6 ++++-- hyperspy/signal.py | 3 ++- hyperspy/tests/signal/test_eds_tem.py | 2 +- hyperspy/tests/signal/test_eels.py | 10 ++++++---- hyperspy/tests/signal/test_tools.py | 4 ++-- 6 files changed, 16 insertions(+), 11 deletions(-) diff --git a/doc/conf.py b/doc/conf.py index 75408ad06d..4d2f6e021b 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -232,7 +232,7 @@ # Add the hyperspy website to the intersphinx domains intersphinx_mapping = {'hyperspyweb': ('http://hyperspy.org/', None), - 'matplotlib': ('https://matplotlib.org', None)} + 'matplotlib': ('https://matplotlib.org', None)} def setup(app): diff --git a/hyperspy/_signals/eds.py b/hyperspy/_signals/eds.py index 0125403f17..34263a0f24 100644 --- a/hyperspy/_signals/eds.py +++ b/hyperspy/_signals/eds.py @@ -195,13 +195,15 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): elif "Acquisition_instrument.TEM.Detector.EDS.real_time" in m.metadata: aimd.TEM.Detector.EDS.real_time *= time_factor else: - _logger.info("real_time could not be found in the metadata and has not been updated.") + _logger.info( + "real_time could not be found in the metadata and has not been updated.") if "Acquisition_instrument.SEM.Detector.EDS.live_time" in m.metadata: aimd.SEM.Detector.EDS.live_time *= time_factor elif "Acquisition_instrument.TEM.Detector.EDS.live_time" in m.metadata: aimd.TEM.Detector.EDS.live_time *= time_factor else: - _logger.info("Live_time could not be found in the metadata and has not been updated.") + _logger.info( + "Live_time could not be found in the metadata and has not been updated.") if out is None: return m diff --git a/hyperspy/signal.py b/hyperspy/signal.py index 0f866fbc4d..f311a854d2 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2388,7 +2388,8 @@ def rebin(self, new_shape=None, scale=None, crop=True, out=None): s.data = data s.get_dimensions_from_data() for i, factor in enumerate(factors): - s.axes_manager[i].offset += ((factor-1) * s.axes_manager[i].scale)/2 + s.axes_manager[i].offset += ((factor - 1) + * s.axes_manager[i].scale) / 2 for axis, axis_src in zip(s.axes_manager._axes, self.axes_manager._axes): axis.scale = axis_src.scale * factors[axis.index_in_array] diff --git a/hyperspy/tests/signal/test_eds_tem.py b/hyperspy/tests/signal/test_eds_tem.py index 5493d2ebe9..63349e5d67 100644 --- a/hyperspy/tests/signal/test_eds_tem.py +++ b/hyperspy/tests/signal/test_eds_tem.py @@ -90,7 +90,7 @@ def test_offset_after_rebin(self): s.axes_manager[0].offset = 1 s.axes_manager[1].offset = 2 s.axes_manager[2].offset = 3 - s2 = s.rebin(scale = (2, 2, 1)) + s2 = s.rebin(scale=(2, 2, 1)) assert s2.axes_manager[0].offset == 1.5 assert s2.axes_manager[1].offset == 2.5 assert s2.axes_manager[2].offset == s.axes_manager[2].offset diff --git a/hyperspy/tests/signal/test_eels.py b/hyperspy/tests/signal/test_eels.py index 8bb3c37edd..bc21bdf4c2 100644 --- a/hyperspy/tests/signal/test_eels.py +++ b/hyperspy/tests/signal/test_eels.py @@ -247,6 +247,8 @@ def test_running(self, extrapolate_lowloss): s_ll.axes_manager[0].offset = -50 s.fourier_ratio_deconvolution(s_ll, extrapolate_lowloss=extrapolate_lowloss) + + class TestRebin: def setup_method(self, method): # Create an empty spectrum @@ -255,7 +257,7 @@ def setup_method(self, method): def test_rebin_without_dwell_time(self): s = self.signal - s.rebin(scale=(2,2,1)) + s.rebin(scale=(2, 2, 1)) def test_rebin_dwell_time(self): s = self.signal @@ -263,7 +265,7 @@ def test_rebin_dwell_time(self): s_mdEELS = s.metadata.Acquisition_instrument.TEM.Detector.EELS s_mdEELS.dwell_time = 0.1 s_mdEELS.exposure = 0.5 - s2 = s.rebin(scale = (2, 2, 8)) + s2 = s.rebin(scale=(2, 2, 8)) s2_mdEELS = s2.metadata.Acquisition_instrument.TEM.Detector.EELS assert s2_mdEELS.dwell_time == (0.1 * 2 * 2) assert s2_mdEELS.exposure == (0.5 * 2 * 2) @@ -271,7 +273,7 @@ def test_rebin_dwell_time(self): def test_rebin_exposure(self): s = self.signal s.metadata.exposure = 10.2 - s2 = s.rebin(scale = (2, 2, 8)) + s2 = s.rebin(scale=(2, 2, 8)) assert s2.metadata.exposure == (10.2 * 2 * 2) def test_offset_after_rebin(self): @@ -279,7 +281,7 @@ def test_offset_after_rebin(self): s.axes_manager[0].offset = 1 s.axes_manager[1].offset = 2 s.axes_manager[2].offset = 3 - s2 = s.rebin(scale = (2, 2, 1)) + s2 = s.rebin(scale=(2, 2, 1)) assert s2.axes_manager[0].offset == 1.5 assert s2.axes_manager[1].offset == 2.5 assert s2.axes_manager[2].offset == s.axes_manager[2].offset diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 9d2a54d44e..3cba3fcc0d 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -175,7 +175,7 @@ def test_crop_float_unit_convertion_signal2D(self): s.axes_manager[1].name = 'y' s.axes_manager[1].scale = 0.01 s.axes_manager[1].units = 'µm' - s.crop(0, 0.0, 0.5, convert_units=True) # also convert the other axis + s.crop(0, 0.0, 0.5, convert_units=True) # also convert the other axis s.crop(1, 0.0, 500.0, convert_units=True) nt.assert_almost_equal(s.axes_manager[0].scale, 10.0) nt.assert_almost_equal(s.axes_manager[1].scale, 10.0) @@ -216,7 +216,7 @@ def test_crop_image_unit_convertion_signal2D(self): assert s.axes_manager[0].units == 'µm' assert s.axes_manager[1].units == 'µm' nt.assert_allclose(s.data, d[:50, :50]) - + # Should convert the unit to nm d = np.arange(512 * 512).reshape(512, 512) s = signals.Signal2D(d) From d921ccaec8cb70554dd544b5fc8cd6cd4e644545 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Tue, 28 Aug 2018 14:56:23 +0200 Subject: [PATCH 209/211] Automatic style corrections courtesy of autopep8 --- hyperspy/_signals/signal2d.py | 8 ++--- hyperspy/axes.py | 32 +++++++++---------- hyperspy/datasets/artificial_data.py | 16 +++++----- hyperspy/drawing/_widgets/circle.py | 2 +- hyperspy/drawing/_widgets/label.py | 2 +- hyperspy/drawing/_widgets/range.py | 2 +- hyperspy/drawing/signal1d.py | 5 +-- hyperspy/io_plugins/dens.py | 1 + hyperspy/io_plugins/edax.py | 2 +- hyperspy/io_plugins/emd.py | 14 ++++---- hyperspy/io_plugins/ripple.py | 2 +- hyperspy/misc/elements.py | 9 +++--- hyperspy/misc/holography/reconstruct.py | 23 ++++++++++--- hyperspy/misc/slicing.py | 2 +- hyperspy/model.py | 2 +- hyperspy/models/model1d.py | 2 +- hyperspy/tests/axes/test_conversion_units.py | 2 +- hyperspy/tests/io/test_blockfile.py | 1 + hyperspy/tests/io/test_dens.py | 2 +- hyperspy/tests/io/test_ripple.py | 2 +- hyperspy/tests/misc/test_date_time_tools.py | 1 + hyperspy/tests/misc/test_utils.py | 6 ++-- hyperspy/tests/model/test_fit_component.py | 12 +++---- hyperspy/tests/model/test_model.py | 9 ++++-- hyperspy/tests/mva/test_decomposition.py | 3 +- .../tests/signal/test_fourier_transform.py | 20 ++++++------ 26 files changed, 102 insertions(+), 80 deletions(-) diff --git a/hyperspy/_signals/signal2d.py b/hyperspy/_signals/signal2d.py index 0dc5de72da..891113c330 100644 --- a/hyperspy/_signals/signal2d.py +++ b/hyperspy/_signals/signal2d.py @@ -279,7 +279,7 @@ def create_model(self, dictionary=None): Parameters ---------- dictionary : {None, dict}, optional - A dictionary to be used to recreate a model. Usually generated + A dictionary to be used to recreate a model. Usually generated using :meth:`hyperspy.model.as_dictionary` Returns @@ -625,7 +625,7 @@ def crop_image(self, top=None, bottom=None, converted to indices. convert_units : bool Default is False - If True, convert the signal units using the 'convert_to_units' + If True, convert the signal units using the 'convert_to_units' method of the 'axes_manager'. If False, does nothing. See also: @@ -657,8 +657,8 @@ def add_ramp(self, ramp_x, ramp_y, offset=0): Notes ----- - The fulcrum of the linear ramp is at the origin and the slopes are - given in units of the axis with the according scale taken into + The fulcrum of the linear ramp is at the origin and the slopes are + given in units of the axis with the according scale taken into account. Both are available via the `axes_manager` of the signal. """ diff --git a/hyperspy/axes.py b/hyperspy/axes.py index 08be9f2e27..61bd8c6a8c 100644 --- a/hyperspy/axes.py +++ b/hyperspy/axes.py @@ -41,8 +41,8 @@ FACTOR_DOCSTRING = \ """factor : float (default: 0.25) - 'factor' is an adjustable value used to determine the prefix of - the units. The product `factor * scale * size` is passed to the + 'factor' is an adjustable value used to determine the prefix of + the units. The product `factor * scale * size` is passed to the pint `to_compact` method to determine the prefix.""" @@ -96,7 +96,7 @@ def _ignore_conversion(self, units): return False def _convert_compact_units(self, factor=0.25, inplace=True): - """ Convert units to "human-readable" units, which means with a + """ Convert units to "human-readable" units, which means with a convenient prefix. Parameters @@ -135,8 +135,8 @@ def _convert_units(self, converted_units, inplace=True): return scale, offset, units def convert_to_units(self, units=None, inplace=True, factor=0.25): - """ Convert the scale and the units of the current axis. If the unit - of measure is not supported by the pint library, the scale and units + """ Convert the scale and the units of the current axis. If the unit + of measure is not supported by the pint library, the scale and units are not modified. Parameters @@ -144,11 +144,11 @@ def convert_to_units(self, units=None, inplace=True, factor=0.25): units : {str | None} Default = None If str, the axis will be converted to the provided units. - If `"auto"`, automatically determine the optimal units to avoid - using too large or too small numbers. This can be tweaked by the + If `"auto"`, automatically determine the optimal units to avoid + using too large or too small numbers. This can be tweaked by the `factor` argument. inplace : bool - If `True`, convert the axis in place. if `False` return the + If `True`, convert the axis in place. if `False` return the `scale`, `offset` and `units`. %s """ @@ -1003,8 +1003,8 @@ def _on_offset_changed(self): def convert_units(self, axes=None, units=None, same_units=True, factor=0.25): - """ Convert the scale and the units of the selected axes. If the unit - of measure is not supported by the pint library, the scale and units + """ Convert the scale and the units of the selected axes. If the unit + of measure is not supported by the pint library, the scale and units are not changed. Parameters @@ -1020,16 +1020,16 @@ def convert_units(self, axes=None, units=None, same_units=True, units : {list of string of the same length than axes | str | None} Default = None If list, the selected axes will be converted to the provided units. - If str, the navigation or signal axes will be converted to the + If str, the navigation or signal axes will be converted to the provided units. - If `None`, the scale and the units are converted to the appropriate - scale and units to avoid displaying scalebar with >3 digits or too + If `None`, the scale and the units are converted to the appropriate + scale and units to avoid displaying scalebar with >3 digits or too small number. This can be tweaked by the `factor` argument. same_units : bool If `True`, force to keep the same units if the units of - the axes differs. It only applies for the same kind of axis, - `navigation` or `signal`. By default the converted units of the - first axis is used for all axes. If `False`, convert all axes + the axes differs. It only applies for the same kind of axis, + `navigation` or `signal`. By default the converted units of the + first axis is used for all axes. If `False`, convert all axes individually. %s """ diff --git a/hyperspy/datasets/artificial_data.py b/hyperspy/datasets/artificial_data.py index 4487de94b0..168ee76537 100644 --- a/hyperspy/datasets/artificial_data.py +++ b/hyperspy/datasets/artificial_data.py @@ -31,7 +31,7 @@ def get_low_loss_eels_signal(): data = zero_loss.function(x) data += plasmon.function(x) - data += np.random.random(size=len(x))*0.7 + data += np.random.random(size=len(x)) * 0.7 s = EELSSpectrum(data) s.axes_manager[0].offset = x[0] @@ -40,7 +40,7 @@ def get_low_loss_eels_signal(): s.axes_manager[0].name = 'Electron energy loss' s.axes_manager[0].units = 'eV' s.set_microscope_parameters( - beam_energy=200, convergence_angle=26, collection_angle=20) + beam_energy=200, convergence_angle=26, collection_angle=20) return s @@ -75,7 +75,7 @@ def get_core_loss_eels_signal(): data = arctan.function(x) data += mn_l3_g.function(x) data += mn_l2_g.function(x) - data += np.random.random(size=len(x))*0.7 + data += np.random.random(size=len(x)) * 0.7 s = EELSSpectrum(data) s.axes_manager[0].offset = x[0] @@ -83,7 +83,7 @@ def get_core_loss_eels_signal(): s.axes_manager[0].name = 'Electron energy loss' s.axes_manager[0].units = 'eV' s.set_microscope_parameters( - beam_energy=200, convergence_angle=26, collection_angle=20) + beam_energy=200, convergence_angle=26, collection_angle=20) return s @@ -117,7 +117,7 @@ def get_low_loss_eels_line_scan_signal(): data = np.zeros((12, len(x))) for i in range(12): data[i] += data_signal - data[i] += np.random.random(size=len(x))*0.7 + data[i] += np.random.random(size=len(x)) * 0.7 s = EELSSpectrum(data) s.axes_manager.signal_axes[0].offset = x[0] @@ -128,7 +128,7 @@ def get_low_loss_eels_line_scan_signal(): s.axes_manager.navigation_axes[0].name = 'Probe position' s.axes_manager.navigation_axes[0].units = 'nm' s.set_microscope_parameters( - beam_energy=200, convergence_angle=26, collection_angle=20) + beam_energy=200, convergence_angle=26, collection_angle=20) return s @@ -173,7 +173,7 @@ def get_core_loss_eels_line_scan_signal(): data[i] += arctan_fe.function(x) * fe_intensity[i] data[i] += fe_l3_g.function(x) * fe_intensity[i] data[i] += fe_l2_g.function(x) * fe_intensity[i] - data[i] += np.random.random(size=len(x))*0.7 + data[i] += np.random.random(size=len(x)) * 0.7 s = EELSSpectrum(data) s.axes_manager.signal_axes[0].offset = x[0] @@ -183,7 +183,7 @@ def get_core_loss_eels_line_scan_signal(): s.axes_manager.navigation_axes[0].name = 'Probe position' s.axes_manager.navigation_axes[0].units = 'nm' s.set_microscope_parameters( - beam_energy=200, convergence_angle=26, collection_angle=20) + beam_energy=200, convergence_angle=26, collection_angle=20) return s diff --git a/hyperspy/drawing/_widgets/circle.py b/hyperspy/drawing/_widgets/circle.py index 8208f2116b..ead4031403 100644 --- a/hyperspy/drawing/_widgets/circle.py +++ b/hyperspy/drawing/_widgets/circle.py @@ -156,7 +156,7 @@ def _update_patch_size(self): if ri > 0: # Add the inner circle if len(self.patch) == 1: - # Need to remove the previous patch before using + # Need to remove the previous patch before using # `_add_patch_to` self.ax.artists.remove(self.patch[0]) self.patch = [] diff --git a/hyperspy/drawing/_widgets/label.py b/hyperspy/drawing/_widgets/label.py index 3569d4f880..277ad70165 100644 --- a/hyperspy/drawing/_widgets/label.py +++ b/hyperspy/drawing/_widgets/label.py @@ -24,7 +24,7 @@ class LabelWidget(Widget1DBase): - """A draggable text widget. Adds the attributes 'string' and 'bbox'. + """A draggable text widget. Adds the attributes 'string' and 'bbox'. These are all arguments for matplotlib's Text artist. The default y-coordinate of the label is set to 0.9. """ diff --git a/hyperspy/drawing/_widgets/range.py b/hyperspy/drawing/_widgets/range.py index 067165db1a..b16c16899a 100644 --- a/hyperspy/drawing/_widgets/range.py +++ b/hyperspy/drawing/_widgets/range.py @@ -388,7 +388,7 @@ def set_initial(self, initial_range=None): self.rect.contains = self.contains def update(self, *args): - # Override the SpanSelector `update` method to blit properly all + # Override the SpanSelector `update` method to blit properly all # artirts before we go to "modify mode" in `set_initial`. self.draw_patch() diff --git a/hyperspy/drawing/signal1d.py b/hyperspy/drawing/signal1d.py index ae99da36e7..d22d836315 100644 --- a/hyperspy/drawing/signal1d.py +++ b/hyperspy/drawing/signal1d.py @@ -328,9 +328,10 @@ def _auto_update_line(self, *args, **kwargs): """ if self.auto_update: if 'render_figure' not in kwargs.keys(): - # if markers are plotted, we don't render the figure now but + # if markers are plotted, we don't render the figure now but # once the markers have been updated - kwargs['render_figure'] = (len(self.ax.hspy_fig.ax_markers) == 0) + kwargs['render_figure'] = ( + len(self.ax.hspy_fig.ax_markers) == 0) self.update(self, *args, **kwargs) def update(self, force_replot=False, render_figure=True): diff --git a/hyperspy/io_plugins/dens.py b/hyperspy/io_plugins/dens.py index b70913ca74..22f97817cf 100644 --- a/hyperspy/io_plugins/dens.py +++ b/hyperspy/io_plugins/dens.py @@ -35,6 +35,7 @@ # Writing capabilities writes = False + def _cnv_time(timestr): try: t = datetime.strptime(timestr.decode(), '%H:%M:%S.%f') diff --git a/hyperspy/io_plugins/edax.py b/hyperspy/io_plugins/edax.py index 126f25fcb7..29c2ef163f 100644 --- a/hyperspy/io_plugins/edax.py +++ b/hyperspy/io_plugins/edax.py @@ -843,7 +843,7 @@ def spd_reader(filename, list list with dictionary of signal information to be passed back to hyperspy.io.load_with_reader - """ + """ with open(filename, 'rb') as f: spd_header = np.fromfile(f, dtype=get_spd_dtype_list(endianess), diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index 8cfaf99c68..f287f71961 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -54,7 +54,7 @@ reads_spectrum = True reads_spectrum_image = True # Writing features -writes = True # Only Berkeley emd +writes = True # Only Berkeley emd EMD_VERSION = '0.2' # ---------------------- @@ -798,7 +798,7 @@ def _read_image(self, image_group, image_sub_group_key): 'metadata': md, 'original_metadata': original_metadata, 'mapping': self._get_mapping(map_selected_element=False, - parse_individual_EDS_detector_metadata=False)} + parse_individual_EDS_detector_metadata=False)} def _parse_frame_time(self, original_metadata, factor=1): try: @@ -969,7 +969,7 @@ def _read_stream(key): original_metadata = stream.original_metadata original_metadata.update(self.original_metadata) self.dictionaries.append({'data': stream.spectrum_image, - 'axes': axes, + 'axes': axes, 'metadata': md, 'original_metadata': original_metadata, 'mapping': self._get_mapping( @@ -1004,15 +1004,15 @@ def _get_metadata_dict(self, om): meta_gen['original_filename'] = os.path.split(self.filename)[1] if self.detector_name is not None: meta_gen['title'] = self.detector_name - # We have only one entry in the original_metadata, so we can't use - # the mapping of the original_metadata to set the date and time in + # We have only one entry in the original_metadata, so we can't use + # the mapping of the original_metadata to set the date and time in # the metadata: need to set it manually here try: if 'AcquisitionStartDatetime' in om['Acquisition'].keys(): - unix_time = om['Acquisition']['AcquisitionStartDatetime']['DateTime'] + unix_time = om['Acquisition']['AcquisitionStartDatetime']['DateTime'] # Workaround when the 'AcquisitionStartDatetime' key is missing # This timestamp corresponds to when the data is stored - elif (not isinstance(om['CustomProperties'], str) and + elif (not isinstance(om['CustomProperties'], str) and 'Detectors[BM-Ceta].TimeStamp' in om['CustomProperties'].keys()): unix_time = float( om['CustomProperties']['Detectors[BM-Ceta].TimeStamp']['value']) / 1E6 diff --git a/hyperspy/io_plugins/ripple.py b/hyperspy/io_plugins/ripple.py index 6ef645dea9..e44035a3ff 100644 --- a/hyperspy/io_plugins/ripple.py +++ b/hyperspy/io_plugins/ripple.py @@ -509,7 +509,7 @@ def file_reader(filename, rpl_info=None, encoding="latin-1", if 'live-time' in rpl_info: mp.set_item('Acquisition_instrument.TEM.Detector.EDS.live_time', rpl_info['live-time']) - + units = [t.Undefined if unit == '' else unit for unit in units] axes = [] diff --git a/hyperspy/misc/elements.py b/hyperspy/misc/elements.py index 045c04af50..d5ce6ef2ab 100644 --- a/hyperspy/misc/elements.py +++ b/hyperspy/misc/elements.py @@ -3585,11 +3585,12 @@ # read dictionary of atomic numbers from HyperSpy, and add the elements that # do not currently exist in the database (in case anyone is doing EDS on # Ununpentium...) -atomic_number2name = dict((p.General_properties.Z, e) for (e, p) in elements_db) +atomic_number2name = dict((p.General_properties.Z, e) + for (e, p) in elements_db) atomic_number2name.update({93: 'Np', 94: 'Pu', 95: 'Am', 96: 'Cm', 97: 'Bk', 98: 'Cf', 99: 'Es', 100: 'Fm', 101: 'Md', 102: 'No', 103: 'Lr', 104: 'Rf', 105: 'Db', 106: 'Sg', - 107:'Bh', 108: 'Hs', 109: 'Mt', 110: 'Ds', + 107: 'Bh', 108: 'Hs', 109: 'Mt', 110: 'Ds', 111: 'Rg', 112: 'Cp', 113: 'Uut', 114: 'Uuq', - 115: 'Uup', 116: 'Uuh', 117: 'Uus', 118: 'Uuo', - 119: 'Uue'}) \ No newline at end of file + 115: 'Uup', 116: 'Uuh', 117: 'Uus', 118: 'Uuo', + 119: 'Uue'}) diff --git a/hyperspy/misc/holography/reconstruct.py b/hyperspy/misc/holography/reconstruct.py index 46677420fd..7fcdebaa14 100644 --- a/hyperspy/misc/holography/reconstruct.py +++ b/hyperspy/misc/holography/reconstruct.py @@ -49,28 +49,41 @@ def estimate_sideband_position( """ sb_position = (0, 0) f_freq = freq_array(holo_data.shape, holo_sampling) - # If aperture radius of centerband is not given, it will be set to 5 % of the Nyquist frequ.: + # If aperture radius of centerband is not given, it will be set to 5 % of + # the Nyquist frequ.: if central_band_mask_radius is None: central_band_mask_radius = 0.05 * np.max(f_freq) # A small aperture masking out the centerband. ap_cb = 1.0 - aperture_function(f_freq, central_band_mask_radius, 1e-6) if not high_cf: # Cut out higher frequencies, if necessary: - ap_cb *= aperture_function(f_freq, np.max(f_freq) / (2 * np.sqrt(2)), 1e-6) + ap_cb *= aperture_function(f_freq, + np.max(f_freq) / (2 * np.sqrt(2)), + 1e-6) # Imitates 0: fft_holo = fft2(holo_data) / np.prod(holo_data.shape) fft_filtered = fft_holo * ap_cb # Sideband position in pixels referred to unshifted FFT - cb_position = (fft_filtered.shape[0] // 2, fft_filtered.shape[1] // 2) # cb: center band + cb_position = ( + fft_filtered.shape[0] // + 2, + fft_filtered.shape[1] // + 2) # cb: center band if sb == 'lower': fft_sb = np.abs(fft_filtered[:cb_position[0], :]) - sb_position = np.asarray(np.unravel_index(fft_sb.argmax(), fft_sb.shape)) + sb_position = np.asarray( + np.unravel_index( + fft_sb.argmax(), + fft_sb.shape)) elif sb == 'upper': fft_sb = np.abs(fft_filtered[cb_position[0]:, :]) sb_position = (np.unravel_index(fft_sb.argmax(), fft_sb.shape)) sb_position = np.asarray(np.add(sb_position, (cb_position[0], 0))) elif sb == 'left': fft_sb = np.abs(fft_filtered[:, :cb_position[1]]) - sb_position = np.asarray(np.unravel_index(fft_sb.argmax(), fft_sb.shape)) + sb_position = np.asarray( + np.unravel_index( + fft_sb.argmax(), + fft_sb.shape)) elif sb == 'right': fft_sb = np.abs(fft_filtered[:, cb_position[1]:]) sb_position = (np.unravel_index(fft_sb.argmax(), fft_sb.shape)) diff --git a/hyperspy/misc/slicing.py b/hyperspy/misc/slicing.py index 5712d8a220..64c728f959 100644 --- a/hyperspy/misc/slicing.py +++ b/hyperspy/misc/slicing.py @@ -165,7 +165,7 @@ def make_slice_navigation_decision(flags, isnav): class SpecialSlicers(object): def __init__(self, obj, isNavigation): - """Create a slice of the signal. The indexing supports integer, + """Create a slice of the signal. The indexing supports integer, decimal numbers or strings (containing a decimal number and an units). >>> s = hs.signals.Signal1D(np.arange(10)) diff --git a/hyperspy/model.py b/hyperspy/model.py index 6573050722..66a39ddb26 100644 --- a/hyperspy/model.py +++ b/hyperspy/model.py @@ -64,6 +64,7 @@ class DummyComponentsContainer: components.__dict__.update(components1d.__dict__) components.__dict__.update(components2d.__dict__) + def reconstruct_component(comp_dictionary, **init_args): _id = comp_dictionary['_id_name'] try: @@ -814,7 +815,6 @@ def fetch_values_from_array(self, array, array_std=None): self.p0 = array self._fetch_values_from_p0(p_std=array_std) - def _fetch_values_from_p0(self, p_std=None): """Fetch the parameter values from the output of the optimizer `self.p0` diff --git a/hyperspy/models/model1d.py b/hyperspy/models/model1d.py index dff1fac50f..ca24228cf8 100644 --- a/hyperspy/models/model1d.py +++ b/hyperspy/models/model1d.py @@ -54,7 +54,7 @@ def __init__(self, model, component, signal_range=None, self.only_current = only_current if signal_range == "interactive": if (not hasattr(self.model, '_plot') or self.model._plot is None or - not self.model._plot.is_active): + not self.model._plot.is_active): self.model.plot() self.span_selector_switch(on=True) diff --git a/hyperspy/tests/axes/test_conversion_units.py b/hyperspy/tests/axes/test_conversion_units.py index 53277432e4..91fe09c45f 100644 --- a/hyperspy/tests/axes/test_conversion_units.py +++ b/hyperspy/tests/axes/test_conversion_units.py @@ -104,7 +104,7 @@ def test_convert_to_units(self): def test_convert_to_units_not_in_place(self): self._set_units_scale_size(t.Undefined, 1.0) out = self.uc.convert_to_units('nm', inplace=False) - assert out == None # unit conversion is ignored + assert out is None # unit conversion is ignored assert self.uc.units == t.Undefined nt.assert_almost_equal(self.uc.scale, 1.0) diff --git a/hyperspy/tests/io/test_blockfile.py b/hyperspy/tests/io/test_blockfile.py index 33a3b07a82..483502581f 100644 --- a/hyperspy/tests/io/test_blockfile.py +++ b/hyperspy/tests/io/test_blockfile.py @@ -52,6 +52,7 @@ def save_path(): # Force files release (required in Windows) gc.collect() + ref_data2 = np.array( [[[[20, 23, 25, 25, 27], [29, 23, 23, 0, 29], diff --git a/hyperspy/tests/io/test_dens.py b/hyperspy/tests/io/test_dens.py index 3b4d8f7d24..bd7aff8b4c 100644 --- a/hyperspy/tests/io/test_dens.py +++ b/hyperspy/tests/io/test_dens.py @@ -56,7 +56,7 @@ def test_read_convert_units(): assert_allclose(s.axes_manager[0].scale, 0.33) assert_allclose(s.axes_manager[0].offset, 50077.68) assert s.axes_manager[0].units == 's' - + s = hs.load(file1, convert_units=False) assert_allclose(s.axes_manager[0].scale, 0.33) assert_allclose(s.axes_manager[0].offset, 50077.68) diff --git a/hyperspy/tests/io/test_ripple.py b/hyperspy/tests/io/test_ripple.py index b24672fc37..cd66eca25d 100644 --- a/hyperspy/tests/io/test_ripple.py +++ b/hyperspy/tests/io/test_ripple.py @@ -195,7 +195,7 @@ def test_data(pdict): assert saxis.offset == taxis.offset assert saxis.units == taxis.units assert saxis.name == taxis.name - except: + except BaseException: raise finally: # As of v0.8.5 the data in the ripple files are loaded as memmaps diff --git a/hyperspy/tests/misc/test_date_time_tools.py b/hyperspy/tests/misc/test_date_time_tools.py index 66fae68239..580d538ee2 100644 --- a/hyperspy/tests/misc/test_date_time_tools.py +++ b/hyperspy/tests/misc/test_date_time_tools.py @@ -39,6 +39,7 @@ def _get_example(date, time, time_zone=None): dt = parser.parse(iso) return md, dt, iso + md1, dt1, iso1 = _get_example('2014-12-27', '00:00:00', 'UTC') serial1 = 42000.00 diff --git a/hyperspy/tests/misc/test_utils.py b/hyperspy/tests/misc/test_utils.py index a4d583db10..594e9c5605 100644 --- a/hyperspy/tests/misc/test_utils.py +++ b/hyperspy/tests/misc/test_utils.py @@ -10,7 +10,7 @@ def test_signal_range_from_roi(): left, right = signal_range_from_roi((20, 50)) assert left == 20 assert right == 50 - + def test_slugify(): assert slugify('a') == 'a' @@ -21,7 +21,7 @@ def test_slugify(): assert slugify('a', valid_variable_name=True) == 'a' assert slugify('1a', valid_variable_name=True) == 'Number_1a' assert slugify('1', valid_variable_name=True) == 'Number_1' - + assert slugify('a', valid_variable_name=False) == 'a' assert slugify('1a', valid_variable_name=False) == '1a' - assert slugify('1', valid_variable_name=False) == '1' \ No newline at end of file + assert slugify('1', valid_variable_name=False) == '1' diff --git a/hyperspy/tests/model/test_fit_component.py b/hyperspy/tests/model/test_fit_component.py index 31809b8f6f..ee18bfea75 100644 --- a/hyperspy/tests/model/test_fit_component.py +++ b/hyperspy/tests/model/test_fit_component.py @@ -154,24 +154,24 @@ def test_fit_multiple_component(self): rtol=self.rtol, atol=10e-3) + class TestFitSI: def setup_method(self, method): - s = Signal1D(np.random.random((2,2,8))) + s = Signal1D(np.random.random((2, 2, 8))) m = s.create_model() G = Gaussian() m.append(G) self.model = m self.G = G - + def test_fit_spectrum_image(self): m = self.model G = self.G - m.fit_component(G, signal_range=(2,7), only_current=False) - m.axes_manager.indices = (0,0) + m.fit_component(G, signal_range=(2, 7), only_current=False) + m.axes_manager.indices = (0, 0) A = G.A.value - m.axes_manager.indices = (1,1) + m.axes_manager.indices = (1, 1) B = G.A.value assert not A == B - \ No newline at end of file diff --git a/hyperspy/tests/model/test_model.py b/hyperspy/tests/model/test_model.py index 755bde0b5a..443c2cce7d 100644 --- a/hyperspy/tests/model/test_model.py +++ b/hyperspy/tests/model/test_model.py @@ -1001,20 +1001,22 @@ def test_set_1(self): assert (self.comps[0].offset.map["values"] != 2).all() assert (self.comps[1].offset.map["values"] == 2).all() + def test_fetch_values_from_arrays(): m = hs.signals.Signal1D(np.arange(10)).create_model() gaus = hs.model.components1D.Gaussian(A=100, sigma=10, centre=3) m.append(gaus) values = np.array([1.2, 3.4, 5.6]) - stds = values -1 + stds = values - 1 m.fetch_values_from_array(values, array_std=stds) parameters = sorted(gaus.free_parameters, key=lambda x: x.name) for v, s, p in zip(values, stds, parameters): assert p.value == v assert p.std == s + def sets_second_parameter_to_two(model, parameters, data, weights=None): - return np.abs(parameters[1]-2) + return np.abs(parameters[1] - 2) class TestCustomOptimisation: @@ -1040,7 +1042,7 @@ def test_no_gradient(self): self.m.fit(method='custom', min_function=lambda *args: 1, grad=True - ) + ) def test_custom_gradient_function(self): from unittest import mock @@ -1054,6 +1056,7 @@ def test_custom_gradient_function(self): assert all([args[0] is self.m for args, kwargs in gradf.call_args_list]) + class TestAsSignal: def setup_method(self, method): diff --git a/hyperspy/tests/mva/test_decomposition.py b/hyperspy/tests/mva/test_decomposition.py index 73f9831003..a4f07a3b5a 100644 --- a/hyperspy/tests/mva/test_decomposition.py +++ b/hyperspy/tests/mva/test_decomposition.py @@ -283,10 +283,9 @@ class TestNonFloatTypeError: def setup_method(self, method): self.s_int = signals.Signal1D( (np.random.random((20, 100)) * 20).astype('int')) - self.s_float= signals.Signal1D(np.random.random((20, 100))) + self.s_float = signals.Signal1D(np.random.random((20, 100))) def test_decomposition_error(self): self.s_float.decomposition() with pytest.raises(TypeError): self.s_int.decomposition() - diff --git a/hyperspy/tests/signal/test_fourier_transform.py b/hyperspy/tests/signal/test_fourier_transform.py index a511cbea7e..4516d65e28 100644 --- a/hyperspy/tests/signal/test_fourier_transform.py +++ b/hyperspy/tests/signal/test_fourier_transform.py @@ -54,15 +54,15 @@ def test_fft_signal2d(lazy): assert isinstance(im_fft, ComplexSignal2D) assert isinstance(im_ifft, Signal2D) - assert_allclose(im.data, im_ifft.data, atol=1e-3) + assert_allclose(im.data, im_ifft.data, atol=1e-3) im_fft = im.inav[0].fft() im_ifft = im_fft.ifft() - assert_allclose(im.inav[0].data, im_ifft.data, atol=1e-3) + assert_allclose(im.inav[0].data, im_ifft.data, atol=1e-3) im_fft = im.inav[0, 0].fft() im_ifft = im_fft.ifft() - assert_allclose(im.inav[0, 0].data, im_ifft.data, atol=1e-3) + assert_allclose(im.inav[0, 0].data, im_ifft.data, atol=1e-3) assert_allclose(im_fft.data, np.fft.fft2(im.inav[0, 0]).data) im_fft = im.inav[0, 0].fft(shifted=True) @@ -76,7 +76,8 @@ def test_fft_signal2d(lazy): assert im_ifft.metadata.has_item('Signal.FFT') is False assert_allclose(im.inav[0, 0].data, im_ifft.data, atol=1e-3) - assert_allclose(im_fft.data, np.fft.fftshift(np.fft.fft2(im.inav[0, 0]).data)) + assert_allclose(im_fft.data, np.fft.fftshift( + np.fft.fft2(im.inav[0, 0]).data)) @pytest.mark.parametrize('lazy', [True, False]) @@ -97,25 +98,26 @@ def test_fft_signal1d(lazy): assert s_ifft.axes_manager.signal_axes[0].scale == 6. assert isinstance(s_fft, ComplexSignal1D) assert isinstance(s_ifft, Signal1D) - assert_allclose(s.data, s_ifft.data, atol=1e-3) + assert_allclose(s.data, s_ifft.data, atol=1e-3) s_fft = s.inav[0].fft() s_ifft = s_fft.ifft() - assert_allclose(s.inav[0].data, s_ifft.data, atol=1e-3) + assert_allclose(s.inav[0].data, s_ifft.data, atol=1e-3) s_fft = s.inav[0, 0].fft() s_ifft = s_fft.ifft() - assert_allclose(s.inav[0, 0].data, s_ifft.data, atol=1e-3) + assert_allclose(s.inav[0, 0].data, s_ifft.data, atol=1e-3) s_fft = s.inav[0, 0, 0].fft() s_ifft = s_fft.ifft() - assert_allclose(s.inav[0, 0, 0].data, s_ifft.data, atol=1e-3) + assert_allclose(s.inav[0, 0, 0].data, s_ifft.data, atol=1e-3) assert_allclose(np.fft.fft(s.inav[0, 0, 0].data), s_fft.data) s_fft = s.inav[0, 0, 0].fft(shifted=True) s_ifft = s_fft.ifft(shifted=True) assert_allclose(s.inav[0, 0, 0].data, s_ifft.data, atol=1e-3) - assert_allclose(np.fft.fftshift(np.fft.fft(s.inav[0, 0, 0].data)), s_fft.data) + assert_allclose(np.fft.fftshift( + np.fft.fft(s.inav[0, 0, 0].data)), s_fft.data) def test_nul_signal(): 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the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# HyperSpy is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with HyperSpy. If not, see . + +import numpy as np +import pytest + +from hyperspy import signals, components1d +from hyperspy._signals.signal1d import BackgroundRemoval + + +BASELINE_DIR = "plot_signal_tools" +DEFAULT_TOL = 2.0 +STYLE_PYTEST_MPL = 'default' + + +@pytest.mark.mpl_image_compare(baseline_dir=BASELINE_DIR, + tolerance=DEFAULT_TOL, style=STYLE_PYTEST_MPL) +def test_plot_BackgroundRemoval(): + pl = components1d.PowerLaw() + pl.A.value = 1e10 + pl.r.value = 3 + s = signals.Signal1D(pl.function(np.arange(100, 200))) + s.axes_manager[0].offset = 100 + + br = BackgroundRemoval(s, + background_type='Power Law', + polynomial_order=2, + fast=True, + plot_remainder=True, + show_progressbar=None) + + br.span_selector.set_initial((105, 115)) + br.span_selector.onmove_callback() + + return br.signal._plot.signal_plot.figure + diff --git a/hyperspy/tests/signal/test_remove_background.py b/hyperspy/tests/signal/test_remove_background.py index 99401e99d6..c33e5163e8 100644 --- a/hyperspy/tests/signal/test_remove_background.py +++ b/hyperspy/tests/signal/test_remove_background.py @@ -3,10 +3,9 @@ from hyperspy import signals from hyperspy import components1d from hyperspy.decorators import lazifyTestClass -from hyperspy.misc.test_utils import update_close_figure - from hyperspy._signals.signal1d import BackgroundRemoval + @lazifyTestClass class TestRemoveBackground1DGaussian: @@ -62,7 +61,7 @@ def test_background_remove_pl_int(self): show_progressbar=None) assert np.allclose(s1.data, np.zeros(len(s1.data)), atol=60) -#@update_close_figure + def test_BackgroundRemoval_gui(): # create a signal axd = {'name':'some', @@ -111,4 +110,4 @@ def test_BackgroundRemoval_gui(): bck_gui.crop_signal1D(Ei) # compare - assert np.allclose(bck_cli.data, bck_gui.data) + assert np.allclose(bck_cli.data, bck_gui.data) \ No newline at end of file From 5c5f297d2685e5285e17864e3d2f42cc33d95f49 Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Tue, 28 Aug 2018 17:29:52 +0200 Subject: [PATCH 211/211] RM remove confusing test as suggested by @ericpre --- .../tests/signal/test_remove_background.py | 53 ------------------- 1 file changed, 53 deletions(-) diff --git a/hyperspy/tests/signal/test_remove_background.py b/hyperspy/tests/signal/test_remove_background.py index c33e5163e8..43ff8e6405 100644 --- a/hyperspy/tests/signal/test_remove_background.py +++ b/hyperspy/tests/signal/test_remove_background.py @@ -3,8 +3,6 @@ from hyperspy import signals from hyperspy import components1d from hyperspy.decorators import lazifyTestClass -from hyperspy._signals.signal1d import BackgroundRemoval - @lazifyTestClass class TestRemoveBackground1DGaussian: @@ -60,54 +58,3 @@ def test_background_remove_pl_int(self): background_type='PowerLaw', show_progressbar=None) assert np.allclose(s1.data, np.zeros(len(s1.data)), atol=60) - - -def test_BackgroundRemoval_gui(): - # create a signal - axd = {'name':'some', - 'units':'axis', - 'scale':0.1, - 'offset':-10., - 'size':512} - s = signals.Signal1D(np.random.rand(axd['size']), axes=[axd,]) - s = signals.BaseSignal(np.ones((2,2))).T * s - - m = s.create_model() - vpm = components1d.VolumePlasmonDrude() - zlp = components1d.Gaussian(1000.) - m.append(vpm) - m.append(zlp) - s = m.as_signal(show_progressbar=False) - - # Remove Background using CLI - import warnings - with warnings.catch_warnings(): - warnings.simplefilter("ignore") - bck_cli = s.remove_background(signal_range=(1., 2.)) - - # Remove Background GUI - br = BackgroundRemoval(s, - background_type='Power Law', - polynomial_order=2, - fast=True, - plot_remainder=True, - show_progressbar=None) - - # Interact with GUI... - Ei = 1. - Ef = 2. - br.ss_left_value = Ei - br.ss_right_value = Ef - br.span_selector_changed() - - # ... extracting remainder line - bck_gui = bck_cli.deepcopy() - for si in s: - idx = s.axes_manager.indices - bck_gui.data[idx] = np.nan_to_num( - s._plot.signal_plot.ax_lines[2].data_function()) - bck_cli.crop_signal1D(Ei) - bck_gui.crop_signal1D(Ei) - - # compare - assert np.allclose(bck_cli.data, bck_gui.data) \ No newline at end of file

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z<;;xf+AUH|Y9%lUWelwVDiAUx$pI!777?%?E9v&xL`_XiE)^+#?VZ=xff=*nqPyuC z{r&1NS-@OdJLE-p!3Ag%zKVqP!F>!JAcN^#foRV0d0<_Jv`_Hfedu|wDD8dAkL_EL{9b9bW zG+d=!Uiw3bM@6+wSzdp#o3Jo3Aqb$?PoMZlwfxseaJ&>oAYU+M1zMgdr31xw8~@-V z={3w$;u6sQ|Eoo+(Wh-{t869$7XrT(aI<0TgF8%%T z!mmPv{9>c!YPT7Qfiwhq+k?UMSmQHbTe?*kg2Dkm6D3$I&_L(ED}#S8pMYI}c$DaX zztq2zNpm)+Wnw}FO%0+Y^4kz$CQ`fsK^buT-7k+F0qhY_{^S7f34@q~bEg~rvWbJ;n9(x!zg1$$Z+qgK5J|1 z(FQlm)%Eo+7vi2c3Co?4e|i`~^lM%~&fR?XI5|524nDH+-wIqW5ZiPB!jSk^uTWa9 z4+m7$)c(2C0{;jT4-aX$on1HP8tq*HEeLv?au|4x*v<*ziQOPX?AHW-jHDnzvK>p` zU3-;1X}||m%*5c*Bz*W#($ZIH)ET1qTOCBv>MFI20oB z^MHZ|&RGvo8*w1RUT9Y!9T4h|i zhx$O<5s{IxxdK9|YNtuQwGS1f)MhR`;F_Mb-tC;P8Y+wPuThRa5q55g(Ymo?a4(;si&B{7+qyhwTNyh%}^FaLa-0|QXF4cX-KwuVL zO1Hi1Ird%*KuW;Z9;zQtF@P^4S-vg)ppP{$=|CKBH|CVVwx`UzNK47-}no Date: Wed, 27 Jun 2018 15:17:21 +0100 Subject: [PATCH 086/211] Fix issue with velox emd file containing EDS maps (velox >= 2.3?): read detector metadata only when necessary. --- hyperspy/io_plugins/emd.py | 25 ++++++++++++++----------- 1 file changed, 14 insertions(+), 11 deletions(-) diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index 1144c6e06c..f92c64a66e 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -677,7 +677,8 @@ def _read_image(self, image_group, image_sub_group_key): image_sub_group = image_group[image_sub_group_key] original_metadata = _parse_metadata(image_group, image_sub_group_key) original_metadata.update(self.original_metadata) - self.detector_name = _parse_detector_name(original_metadata) + if 'Detector' in original_metadata['BinaryResult'].keys(): + self.detector_name = _parse_detector_name(original_metadata) read_stack = (self.load_SI_image_stack or self.im_type == 'Image') h5data = image_sub_group['Data'] @@ -747,9 +748,10 @@ def _read_image(self, image_group, image_sub_group_key): md = self._get_metadata_dict(original_metadata) md['Signal']['signal_type'] = 'image' - original_metadata['DetectorMetadata'] = _get_detector_metadata_dict( - original_metadata, - self.detector_name) + if self.detector_name is not None: + original_metadata['DetectorMetadata'] = _get_detector_metadata_dict( + original_metadata, + self.detector_name) if hasattr(self, 'map_label_dict'): if image_sub_group_key in self.map_label_dict: md['General']['title'] = self.map_label_dict[image_sub_group_key] @@ -928,7 +930,7 @@ def _read_stream(key): original_metadata = stream.original_metadata original_metadata.update(self.original_metadata) self.dictionaries.append({'data': stream.spectrum_image, - 'axes': axes, + 'axes': axes, 'metadata': md, 'original_metadata': original_metadata, 'mapping': self._get_mapping( @@ -962,22 +964,23 @@ def _get_metadata_dict(self, om): meta_gen['original_filename'] = os.path.split(self.filename)[1] if self.detector_name is not None: meta_gen['title'] = self.detector_name - # We have only one entry in the original_metadata, so we can't use the - # mapping of the original_metadata to set the date and time in the - # metadata: need to set it manually here + # We have only one entry in the original_metadata, so we can't use + # the mapping of the original_metadata to set the date and time in + # the metadata: need to set it manually here try: if 'AcquisitionStartDatetime' in om['Acquisition'].keys(): - unix_time = om['Acquisition']['AcquisitionStartDatetime']['DateTime'] + unix_time = om['Acquisition']['AcquisitionStartDatetime']['DateTime'] # Workaround when the 'AcquisitionStartDatetime' key is missing # This timestamp corresponds to when the data is stored - elif 'Detectors[BM-Ceta].TimeStamp' in om['CustomProperties'].keys(): + elif (not isinstance(om['CustomProperties'], str) and + 'Detectors[BM-Ceta].TimeStamp' in om['CustomProperties'].keys()): unix_time = float( om['CustomProperties']['Detectors[BM-Ceta].TimeStamp']['value']) / 1E6 date, time = self._convert_datetime(unix_time).split('T') meta_gen['date'] = date meta_gen['time'] = time meta_gen['time_zone'] = self._get_local_time_zone() - except (KeyError, UnboundLocalError): + except (UnboundLocalError): pass meta_sig = {} From 43a56759e8736e8f87e58cafbfe5d5c97f3ab045 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Fri, 29 Jun 2018 09:28:06 +0200 Subject: [PATCH 087/211] Fix wrong rechunking on reduce operations --- hyperspy/_signals/lazy.py | 28 +++++++++++++++++++++++++++- 1 file changed, 27 insertions(+), 1 deletion(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index f629342578..8885e1514f 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -184,6 +184,7 @@ def _lazy_data(self, axis=None, rechunk=True, dtype=None): if isinstance(self.data, da.Array): res = self.data if self.data.chunks != new_chunks and rechunk: + _logger.info("Rechunking.\nOriginal chunks: %s\nFinal chunks: %s " % (self.data.chunks, new_chunks)) res = self.data.rechunk(new_chunks) else: if isinstance(self.data, np.ma.masked_array): @@ -210,7 +211,32 @@ def get_dask_function(numpy_name): ar_axes = tuple(ax.index_in_array for ax in axes) if len(ar_axes) == 1: ar_axes = ar_axes[0] - current_data = self._lazy_data(axis=axes) + # Optimize chunking for task + + # Find the axes that will not be reduced + nr_axes = [axis for axis in self.axes_manager._axes if axis not in axes] + # Find if any of those axes are signal axes + intersection = set(self.axes_manager.signal_axes) & set(nr_axes) + # If any of the non-reduced axes is a signal axis or there a no axes that won't be reduced, + # we set the standard chunking + # for the current signal and navigation axes configuration that, in most situation, + # will lead to no changes in chunking + chunking_axes = [] + if intersection or not nr_axes: + chunking_axes = None + else: + # Only navigation axes will not be reduced. Fit as many as possible in a chunk until + # reaching the reccomended 100MB / chunk value + axes_size = 0 + typesize = self.data.dtype.itemsize / 1e6 # in MB + i = 0 + while axes_size < 100: + chunking_axes.append(nr_axes[i]) + axes_size += chunking_axes[-1].size * typesize + + # Get the (rechunked if needed) data + current_data = self._lazy_data(axis=chunking_axes) + # Apply reducing function new_data = function(current_data, axis=ar_axes) if not new_data.ndim: new_data = new_data.reshape((1, )) From 2ae7ae2772b27ee19af3828f4a68857ba0af7966 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Fri, 29 Jun 2018 09:28:06 +0200 Subject: [PATCH 088/211] Automatic style corrections courtesy of autopep8 --- hyperspy/_signals/lazy.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index 8885e1514f..bc5db9604b 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -184,7 +184,9 @@ def _lazy_data(self, axis=None, rechunk=True, dtype=None): if isinstance(self.data, da.Array): res = self.data if self.data.chunks != new_chunks and rechunk: - _logger.info("Rechunking.\nOriginal chunks: %s\nFinal chunks: %s " % (self.data.chunks, new_chunks)) + _logger.info( + "Rechunking.\nOriginal chunks: %s\nFinal chunks: %s " % + (self.data.chunks, new_chunks)) res = self.data.rechunk(new_chunks) else: if isinstance(self.data, np.ma.masked_array): @@ -214,7 +216,8 @@ def get_dask_function(numpy_name): # Optimize chunking for task # Find the axes that will not be reduced - nr_axes = [axis for axis in self.axes_manager._axes if axis not in axes] + nr_axes = [ + axis for axis in self.axes_manager._axes if axis not in axes] # Find if any of those axes are signal axes intersection = set(self.axes_manager.signal_axes) & set(nr_axes) # If any of the non-reduced axes is a signal axis or there a no axes that won't be reduced, @@ -228,7 +231,7 @@ def get_dask_function(numpy_name): # Only navigation axes will not be reduced. Fit as many as possible in a chunk until # reaching the reccomended 100MB / chunk value axes_size = 0 - typesize = self.data.dtype.itemsize / 1e6 # in MB + typesize = self.data.dtype.itemsize / 1e6 # in MB i = 0 while axes_size < 100: chunking_axes.append(nr_axes[i]) From 6b2f5d38a6687bcce4d1fcbbf528302f694022de Mon Sep 17 00:00:00 2001 From: autopep8 Date: Mon, 2 Jul 2018 10:12:27 +0200 Subject: [PATCH 089/211] Automatic style corrections courtesy of autopep8 --- doc/conf.py | 2 +- hyperspy/_components/volume_plasmon_drude.py | 2 +- hyperspy/_signals/eels.py | 2 +- hyperspy/_signals/hologram_image.py | 50 ++++++---- hyperspy/_signals/signal1d.py | 32 +++--- hyperspy/drawing/_widgets/range.py | 2 +- hyperspy/drawing/marker.py | 4 +- hyperspy/external/astroML/histtools.py | 4 +- hyperspy/io.py | 32 +++--- hyperspy/io_plugins/emd.py | 11 ++- hyperspy/misc/eels/tools.py | 4 +- hyperspy/misc/holography/tools.py | 9 +- hyperspy/misc/utils.py | 4 +- hyperspy/signal.py | 15 ++- hyperspy/tests/drawing/test_plot_markers.py | 4 +- hyperspy/tests/drawing/test_plot_signal1d.py | 10 +- hyperspy/tests/io/test_emd.py | 16 ++- hyperspy/tests/io/test_io.py | 2 +- hyperspy/tests/io/test_mrcz.py | 4 +- hyperspy/tests/signal/test_hologram_image.py | 98 ++++++++++++++----- .../signal/test_kramers_kronig_transform.py | 6 +- hyperspy/tests/signal/test_map_method.py | 8 +- hyperspy/tests/utils/test_roi.py | 9 +- hyperspy/ui_registry.py | 1 + 24 files changed, 202 insertions(+), 129 deletions(-) diff --git a/doc/conf.py b/doc/conf.py index acc539edca..4b41b84212 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -232,7 +232,7 @@ # Add the hyperspy website to the intersphinx domains intersphinx_mapping = {'hyperspyweb': ('http://hyperspy.org/', None), - 'matplotlib': ('http://matplotlib.org', None)} + 'matplotlib': ('http://matplotlib.org', None)} def setup(app): diff --git a/hyperspy/_components/volume_plasmon_drude.py b/hyperspy/_components/volume_plasmon_drude.py index 56bd27adf7..ee33306c96 100644 --- a/hyperspy/_components/volume_plasmon_drude.py +++ b/hyperspy/_components/volume_plasmon_drude.py @@ -23,7 +23,7 @@ class VolumePlasmonDrude(Component): - r"""Drude volume plasmon energy loss function component, the energy loss + r"""Drude volume plasmon energy loss function component, the energy loss function is defined as: .. math:: diff --git a/hyperspy/_signals/eels.py b/hyperspy/_signals/eels.py index f936ad61dc..ceb9e4dc97 100644 --- a/hyperspy/_signals/eels.py +++ b/hyperspy/_signals/eels.py @@ -1207,7 +1207,7 @@ def kramers_kronig_analysis(self, K = (Im / eaxis).sum(axis=axis.index_in_array, keepdims=True) \ * axis.scale K = (K / (np.pi / 2) / (1 - 1. / n ** 2)) - #K = (K / (np.pi / 2) / (1 - 1. / n ** 2)).reshape( + # K = (K / (np.pi / 2) / (1 - 1. / n ** 2)).reshape( # np.insert(K.shape, axis.index_in_array, 1)) # Calculate the thickness only if possible and required if zlp is not None and (full_output is True or diff --git a/hyperspy/_signals/hologram_image.py b/hyperspy/_signals/hologram_image.py index 0f631b8ec2..9847e9e65e 100644 --- a/hyperspy/_signals/hologram_image.py +++ b/hyperspy/_signals/hologram_image.py @@ -448,7 +448,7 @@ def reconstruct_phase(self, ) try: ht = self.metadata.Acquisition_instrument.TEM.beam_energy - except: + except BaseException: raise AttributeError("Please define the beam energy." "You can do this e.g. by using the " "set_microscope_parameters method") @@ -665,13 +665,15 @@ def statistics(self, # (exception: reference nav_dim=1): # Parsing sideband position: - (sb_position, sb_position_temp) = _parse_sb_position(self, None, sb_position, sb, high_cf, parallel) + (sb_position, sb_position_temp) = _parse_sb_position( + self, None, sb_position, sb, high_cf, parallel) # Calculate carrier frequency in 1/px and fringe sampling: - fourier_sampling = 1./np.array(self.axes_manager.signal_shape) + fourier_sampling = 1. / np.array(self.axes_manager.signal_shape) if single_values: carrier_freq_px = calculate_carrier_frequency(_first_nav_pixel_data(self), - sb_position=_first_nav_pixel_data(sb_position), + sb_position=_first_nav_pixel_data( + sb_position), scale=fourier_sampling) else: carrier_freq_px = self.map(calculate_carrier_frequency, @@ -685,7 +687,8 @@ def statistics(self, ureg = UnitRegistry() try: - units = ureg.parse_expression(str(self.axes_manager.signal_axes[0].units)) + units = ureg.parse_expression( + str(self.axes_manager.signal_axes[0].units)) except UndefinedUnitError: raise ValueError('Signal axes units should be defined.') @@ -699,39 +702,42 @@ def statistics(self, ) if single_values: carrier_freq_units = calculate_carrier_frequency(_first_nav_pixel_data(self), - sb_position=_first_nav_pixel_data(sb_position), - scale=f_sampling_units) + sb_position=_first_nav_pixel_data( + sb_position), + scale=f_sampling_units) else: carrier_freq_units = self.map(calculate_carrier_frequency, - sb_position=sb_position, - scale=f_sampling_units, - inplace=False, - ragged=False, - show_progressbar=show_progressbar, - parallel=parallel) + sb_position=sb_position, + scale=f_sampling_units, + inplace=False, + ragged=False, + show_progressbar=show_progressbar, + parallel=parallel) fringe_spacing = np.divide(1., carrier_freq_units) # Calculate carrier frequency in mrad: try: ht = self.metadata.Acquisition_instrument.TEM.beam_energy - except: + except BaseException: raise AttributeError("Please define the beam energy." "You can do this e.g. by using the " "set_microscope_parameters method.") momentum = 2 * constants.m_e * constants.elementary_charge * ht * \ - 1000 * (1 + constants.elementary_charge * ht * - 1000 / (2 * constants.m_e * constants.c ** 2)) + 1000 * (1 + constants.elementary_charge * ht * + 1000 / (2 * constants.m_e * constants.c ** 2)) wavelength = constants.h / np.sqrt(momentum) * 1e9 # in nm - carrier_freq_quantity = wavelength * ureg('nm') * carrier_freq_units / units * ureg('rad') + carrier_freq_quantity = wavelength * \ + ureg('nm') * carrier_freq_units / units * ureg('rad') carrier_freq_mrad = carrier_freq_quantity.to('mrad').magnitude # Calculate fringe contrast: if fringe_contrast_algorithm == 'fourier': if single_values: fringe_contrast = estimate_fringe_contrast_fourier(_first_nav_pixel_data(self), - sb_position=_first_nav_pixel_data(sb_position), - apodization=apodization) + sb_position=_first_nav_pixel_data( + sb_position), + apodization=apodization) else: fringe_contrast = self.map(estimate_fringe_contrast_fourier, sb_position=sb_position, @@ -742,11 +748,13 @@ def statistics(self, parallel=parallel) elif fringe_contrast_algorithm == 'statistical': if single_values: - fringe_contrast = _first_nav_pixel_data(self).std() / _first_nav_pixel_data(self).mean() + fringe_contrast = _first_nav_pixel_data( + self).std() / _first_nav_pixel_data(self).mean() else: fringe_contrast = _estimate_fringe_contrast_statistical(self) else: - raise ValueError("fringe_contrast_algorithm can only be set to fourier or statistical.") + raise ValueError( + "fringe_contrast_algorithm can only be set to fourier or statistical.") return {'Fringe contrast': fringe_contrast, 'Fringe sampling (px)': fringe_sampling, diff --git a/hyperspy/_signals/signal1d.py b/hyperspy/_signals/signal1d.py index e6e54f9597..2704297f7e 100644 --- a/hyperspy/_signals/signal1d.py +++ b/hyperspy/_signals/signal1d.py @@ -62,19 +62,19 @@ def find_peaks_ohaver(y, x=None, slope_thresh=0., amp_thresh=None, medfilt_radius=5, maxpeakn=30000, peakgroup=10, subchannel=True,): """Find peaks along a 1D line. - + Function to locate the positive peaks in a noisy x-y data set. Detects peaks by looking for downward zero-crossings in the first derivative that exceed 'slope_thresh'. Returns an array containing position, height, and width of each peak. Sorted by position. - 'slope_thresh' and 'amp_thresh', control sensitivity: higher values - will neglect wider peaks (slope) and smaller features (amp), + 'slope_thresh' and 'amp_thresh', control sensitivity: higher values + will neglect wider peaks (slope) and smaller features (amp), respectively. - + Parameters ---------- - + y : array 1D input array, e.g. a spectrum x : array (optional) @@ -93,10 +93,10 @@ def find_peaks_ohaver(y, x=None, slope_thresh=0., amp_thresh=None, if 0, no filter will be applied; default is set to 5. peakgroup : int (optional) - number of points around the "top part" of the peak that - are taken to estimate the peak height; for spikes or - very narrow peaks, keep PeakGroup=1 or 2; for broad or - noisy peaks, make PeakGroup larger to reduce the effect + number of points around the "top part" of the peak that + are taken to estimate the peak height; for spikes or + very narrow peaks, keep PeakGroup=1 or 2; for broad or + noisy peaks, make PeakGroup larger to reduce the effect of noise; default is set to 10. maxpeakn : int (optional) @@ -106,9 +106,9 @@ def find_peaks_ohaver(y, x=None, slope_thresh=0., amp_thresh=None, default is set to True. Returns ------- - P : structured array of shape (npeaks) + P : structured array of shape (npeaks) contains fields: 'position', 'width', and 'height' for each peak. - + Examples -------- >>> x = np.arange(0,50,0.01) @@ -1263,12 +1263,12 @@ def find_peaks1D_ohaver(self, xdim=None, slope_thresh=0, amp_thresh=None, peak. 'slope_thresh' and 'amp_thresh', control sensitivity: higher - values will neglect broad peaks (slope) and smaller features (amp), + values will neglect broad peaks (slope) and smaller features (amp), respectively. - peakgroup is the number of points around the top of the peak - that are taken to estimate the peak height. For spikes or very - narrow peaks, keep PeakGroup=1 or 2; for broad or noisy peaks, + peakgroup is the number of points around the top of the peak + that are taken to estimate the peak height. For spikes or very + narrow peaks, keep PeakGroup=1 or 2; for broad or noisy peaks, make PeakGroup larger to reduce the effect of noise. Parameters @@ -1291,7 +1291,7 @@ def find_peaks1D_ohaver(self, xdim=None, slope_thresh=0, amp_thresh=None, default is set to 5. peakgroup : int (optional) - number of points around the "top part" of the peak + number of points around the "top part" of the peak that are taken to estimate the peak height; default is set to 10 diff --git a/hyperspy/drawing/_widgets/range.py b/hyperspy/drawing/_widgets/range.py index 5b01dcde53..48210fb3d5 100644 --- a/hyperspy/drawing/_widgets/range.py +++ b/hyperspy/drawing/_widgets/range.py @@ -64,7 +64,7 @@ def set_on(self, value): self.disconnect() try: self.ax.figure.canvas.draw_idle() - except: # figure does not exist + except BaseException: # figure does not exist pass if value is False: self.ax = None diff --git a/hyperspy/drawing/marker.py b/hyperspy/drawing/marker.py index 60f12f9006..b687753bec 100644 --- a/hyperspy/drawing/marker.py +++ b/hyperspy/drawing/marker.py @@ -177,8 +177,8 @@ def plot(self, render_figure=True): render_figure : bool, optional, default True If True, will render the figure after adding the marker. If False, the marker will be added to the plot, but will the figure - will not be rendered. This is useful when plotting many markers, - since rendering the figure after adding each marker will slow + will not be rendered. This is useful when plotting many markers, + since rendering the figure after adding each marker will slow things down. """ if self.ax is None: diff --git a/hyperspy/external/astroML/histtools.py b/hyperspy/external/astroML/histtools.py index c81b699a07..998115ba96 100644 --- a/hyperspy/external/astroML/histtools.py +++ b/hyperspy/external/astroML/histtools.py @@ -381,8 +381,8 @@ def dasky_scotts_bin_width(data, return_bins=True): See Also -------- - knuth_bin_width, - freedman_bin_width, + knuth_bin_width, + freedman_bin_width, astroML.plotting.hist """ if not isinstance(data, da.Array): diff --git a/hyperspy/io.py b/hyperspy/io.py index eae1fca3e1..5c783de193 100644 --- a/hyperspy/io.py +++ b/hyperspy/io.py @@ -123,33 +123,33 @@ def load(filenames=None, bcf is parsed into array with depth cutoff at coresponding given energy. This allows to conserve the memory, with cutting-off unused spectra's tail, or force enlargement of the spectra size. - select_type: {'spectrum_image', 'image', 'single_spectrum', None} - If `None` (default), all data are loaded. - For Bruker bcf and FEI emd files: if one of 'spectrum_image', 'image' or - 'single_spectrum', the loader return single_spectrumns either only the - spectrum image or only the images (including EDS map for FEI emd files) + select_type: {'spectrum_image', 'image', 'single_spectrum', None} + If `None` (default), all data are loaded. + For Bruker bcf and FEI emd files: if one of 'spectrum_image', 'image' or + 'single_spectrum', the loader return single_spectrumns either only the + spectrum image or only the images (including EDS map for FEI emd files) or only the single spectra (for FEI emd files). first_frame : int (default 0) - Only for FEI emd files: load only the data acquired after the specified + Only for FEI emd files: load only the data acquired after the specified fname. last_frame : None or int (default None) - Only for FEI emd files: load only the data acquired up to specified + Only for FEI emd files: load only the data acquired up to specified fname. If None, load up the data to the end. sum_frames : bool (default is True) Only for FEI emd files: load each EDS frame individually. sum_EDS_detectors : bool (default is True) - Only for FEI emd files: load each frame individually. If True, the signal - from the different detector are summed. If False, a distinct signal is + Only for FEI emd files: load each frame individually. If True, the signal + from the different detector are summed. If False, a distinct signal is returned for each EDS detectors. rebin_energy : int, a multiple of the length of the energy dimension (default 1) - Only for FEI emd files: rebin the energy axis by the integer provided + Only for FEI emd files: rebin the energy axis by the integer provided during loading in order to save memory space. SI_data_dtype : numpy.dtype - Only for FEI emd files: set the dtype of the spectrum image data in - order to save memory space. If None, the default dtype from the FEI emd + Only for FEI emd files: set the dtype of the spectrum image data in + order to save memory space. If None, the default dtype from the FEI emd file is used. load_SI_image_stack : bool (default False) - Load the stack of STEM images acquired simultaneously as the EDS + Load the stack of STEM images acquired simultaneously as the EDS spectrum image. dataset_name : string or list, optional For filetypes which support several datasets in the same file, this @@ -505,11 +505,11 @@ def save(filename, signal, overwrite=None, **kwds): ensure_directory(filename) is_file = os.path.isfile(filename) if overwrite is None: - write = overwrite_method(filename) # Ask what to do + write = overwrite_method(filename) # Ask what to do elif overwrite is True or (overwrite is False and not is_file): - write = True # Write the file + write = True # Write the file elif overwrite is False and is_file: - write = False # Don't write the file + write = False # Don't write the file else: raise ValueError("`overwrite` parameter can only be None, True or " "False.") diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index 7acac8ec9b..131358170a 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -393,10 +393,10 @@ def load_from_emd(cls, filename, lazy=False, dataset_name=None): dataset_read_list.append(temp_dataset_name) else: raise IOError( - "Dataset with name {0} not found in the file. " - "Possible datasets are {1}.".format( - temp_dataset_name, - ', '.join(dataset_in_file_list))) + "Dataset with name {0} not found in the file. " + "Possible datasets are {1}.".format( + temp_dataset_name, + ', '.join(dataset_in_file_list))) else: dataset_read_list = dataset_in_file_list for dataset_read in dataset_read_list: @@ -948,7 +948,8 @@ def _read_stream(key): def _get_dispersion_offset(self, original_metadata): try: - for detectorname, detector in original_metadata['Detectors'].items(): + for detectorname, detector in original_metadata['Detectors'].items( + ): if original_metadata['BinaryResult']['Detector'] in detector['DetectorName']: dispersion = float( detector['Dispersion']) / 1000.0 * self.rebin_energy diff --git a/hyperspy/misc/eels/tools.py b/hyperspy/misc/eels/tools.py index b4b2a45ed4..d8c5634c95 100644 --- a/hyperspy/misc/eels/tools.py +++ b/hyperspy/misc/eels/tools.py @@ -249,14 +249,14 @@ def eels_constant(s, zlp, t): # Mapped parameters try: e0 = s.metadata.Acquisition_instrument.TEM.beam_energy - except: + except BaseException: raise AttributeError("Please define the beam energy." "You can do this e.g. by using the " "set_microscope_parameters method") try: beta = s.metadata.Acquisition_instrument.\ TEM.Detector.EELS.collection_angle - except: + except BaseException: raise AttributeError("Please define the collection semi-angle." "You can do this e.g. by using the " "set_microscope_parameters method") diff --git a/hyperspy/misc/holography/tools.py b/hyperspy/misc/holography/tools.py index 75c43f0077..704b71f3af 100644 --- a/hyperspy/misc/holography/tools.py +++ b/hyperspy/misc/holography/tools.py @@ -47,11 +47,14 @@ def calculate_carrier_frequency(holo_data, sb_position, scale): np.array((0, shape[1])), np.array((shape[0], shape[1])), np.array((shape[0], 0))] - origin_index = np.argmin([np.linalg.norm(origin-sb_position) for origin in origins]) - return np.linalg.norm(np.multiply(origins[origin_index]-sb_position, scale)) + origin_index = np.argmin( + [np.linalg.norm(origin - sb_position) for origin in origins]) + return np.linalg.norm(np.multiply( + origins[origin_index] - sb_position, scale)) -def estimate_fringe_contrast_fourier(holo_data, sb_position, apodization='hanning'): +def estimate_fringe_contrast_fourier( + holo_data, sb_position, apodization='hanning'): """ Estimates average fringe contrast of a hologram by dividing amplitude of maximum pixel of sideband by amplitude of FFT's origin. diff --git a/hyperspy/misc/utils.py b/hyperspy/misc/utils.py index 1018788321..a0f3498c8b 100644 --- a/hyperspy/misc/utils.py +++ b/hyperspy/misc/utils.py @@ -152,7 +152,7 @@ def slugify(value, valid_variable_name=False): try: # Convert to unicode using the default encoding value = str(value) - except: + except BaseException: # Try latin1. If this does not work an exception is raised. value = str(value, "latin1") value = unicodedata.normalize('NFKD', value).encode('ascii', 'ignore') @@ -593,7 +593,7 @@ def ensure_unicode(stuff, encoding='utf8', encoding2='latin-1'): string = stuff try: string = string.decode(encoding) - except: + except BaseException: string = string.decode(encoding2, errors='ignore') return string diff --git a/hyperspy/signal.py b/hyperspy/signal.py index 3f0251fdd3..d03a64f369 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -3260,16 +3260,19 @@ def fft(self, shifted=False, **kwargs): im_fft = self._deepcopy_with_new_data(da.fft.fftshift( da.fft.fftn(self.data, axes=axes, **kwargs), axes=axes)) else: - im_fft = self._deepcopy_with_new_data(da.fft.fftn(self.data, axes=axes, **kwargs)) + im_fft = self._deepcopy_with_new_data( + da.fft.fftn(self.data, axes=axes, **kwargs)) else: if shifted: im_fft = self._deepcopy_with_new_data(np.fft.fftshift( np.fft.fftn(self.data, axes=axes, **kwargs), axes=axes)) else: - im_fft = self._deepcopy_with_new_data(np.fft.fftn(self.data, axes=axes, **kwargs)) + im_fft = self._deepcopy_with_new_data( + np.fft.fftn(self.data, axes=axes, **kwargs)) im_fft.change_dtype("complex") - im_fft.metadata.General.title = 'FFT of {}'.format(im_fft.metadata.General.title) + im_fft.metadata.General.title = 'FFT of {}'.format( + im_fft.metadata.General.title) im_fft.metadata.set_item('Signal.FFT.shifted', shifted) ureg = UnitRegistry() @@ -3334,7 +3337,8 @@ def ifft(self, shifted=None, **kwargs): if isinstance(self.data, da.Array): if shifted: fft_data_shifted = da.fft.ifftshift(self.data, axes=axes) - im_ifft = self._deepcopy_with_new_data(da.fft.ifftn(fft_data_shifted, axes=axes, **kwargs)) + im_ifft = self._deepcopy_with_new_data( + da.fft.ifftn(fft_data_shifted, axes=axes, **kwargs)) else: im_ifft = self._deepcopy_with_new_data(da.fft.ifftn( self.data, axes=axes, **kwargs)) @@ -3346,7 +3350,8 @@ def ifft(self, shifted=None, **kwargs): im_ifft = self._deepcopy_with_new_data(np.fft.ifftn( self.data, axes=axes, **kwargs)) - im_ifft.metadata.General.title = 'iFFT of {}'.format(im_ifft.metadata.General.title) + im_ifft.metadata.General.title = 'iFFT of {}'.format( + im_ifft.metadata.General.title) im_ifft.metadata.Signal.__delattr__('FFT') im_ifft = im_ifft.real diff --git a/hyperspy/tests/drawing/test_plot_markers.py b/hyperspy/tests/drawing/test_plot_markers.py index 2e53f608b6..f55d67b54a 100644 --- a/hyperspy/tests/drawing/test_plot_markers.py +++ b/hyperspy/tests/drawing/test_plot_markers.py @@ -464,12 +464,12 @@ def test_plot_line_markers(mpl_cleanup): def test_plot_line_markers_close(): return _test_plot_line_markers() + @pytest.mark.mpl_image_compare( baseline_dir=baseline_dir, tolerance=default_tol, style=style_pytest_mpl) def test_plot_eds_lines(): a = EDS_TEM_Spectrum() - s = stack([a, a*5]) + s = stack([a, a * 5]) s.plot(True) s.axes_manager.navigation_axes[0].index = 1 return s._plot.signal_plot.figure - diff --git a/hyperspy/tests/drawing/test_plot_signal1d.py b/hyperspy/tests/drawing/test_plot_signal1d.py index e1c4b89ebb..794ec147fc 100644 --- a/hyperspy/tests/drawing/test_plot_signal1d.py +++ b/hyperspy/tests/drawing/test_plot_signal1d.py @@ -145,21 +145,21 @@ def test_plot_spectra_sync(self, mpl_cleanup, figure): def test_plot_spectra_legend_pick(self, mpl_cleanup): x = np.linspace(0., 2., 512) n = np.arange(1, 5) - x_pow_n = x[None,:]**n[:,None] + x_pow_n = x[None, :]**n[:, None] s = hs.signals.Signal1D(x_pow_n) - my_legend = [r'x^'+str(io) for io in n] + my_legend = [r'x^' + str(io) for io in n] f = plt.figure() ax = hs.plot.plot_spectra(s, legend=my_legend, fig=f) leg = ax.get_legend() leg_artists = leg.get_lines() click = plt.matplotlib.backend_bases.MouseEvent( - 'button_press_event',f.canvas,0,0,'left') + 'button_press_event', f.canvas, 0, 0, 'left') for artist, li in zip(leg_artists, ax.lines[::-1]): plt.matplotlib.backends.backend_agg.FigureCanvasBase.pick_event( - f.canvas, click, artist) + f.canvas, click, artist) assert not li.get_visible() plt.matplotlib.backends.backend_agg.FigureCanvasBase.pick_event( - f.canvas, click, artist) + f.canvas, click, artist) @update_close_figure diff --git a/hyperspy/tests/io/test_emd.py b/hyperspy/tests/io/test_emd.py index 780914a256..782da419fe 100644 --- a/hyperspy/tests/io/test_emd.py +++ b/hyperspy/tests/io/test_emd.py @@ -130,9 +130,9 @@ def setup_method(self): f.attrs.create('version_minor', 2) dataset_name_list = [ - '/experimental/science_data_0', - '/experimental/science_data_1', - '/processed/science_data_0'] + '/experimental/science_data_0', + '/experimental/science_data_1', + '/processed/science_data_0'] data_size_list = [(50, 50), (20, 10), (16, 32)] for dataset_name, data_size in zip(dataset_name_list, data_size_list): @@ -580,7 +580,10 @@ def test_fei_si_4detectors(self, lazy, sum_EDS_detectors): # TODO: add parsing azimuth_angle def test_fei_emd_ceta_camera(self): - signal = load(os.path.join(self.fei_files_path, '1532 Camera Ceta.emd')) + signal = load( + os.path.join( + self.fei_files_path, + '1532 Camera Ceta.emd')) assert_allclose(signal.data, np.zeros((64, 64))) assert isinstance(signal, Signal2D) date, time = self._convert_datetime(1512055942.914275).split('T') @@ -588,7 +591,10 @@ def test_fei_emd_ceta_camera(self): assert signal.metadata.General.time == time assert signal.metadata.General.time_zone == self._get_local_time_zone() - signal = load(os.path.join(self.fei_files_path, '1854 Camera Ceta.emd')) + signal = load( + os.path.join( + self.fei_files_path, + '1854 Camera Ceta.emd')) assert_allclose(signal.data, np.zeros((64, 64))) assert isinstance(signal, Signal2D) diff --git a/hyperspy/tests/io/test_io.py b/hyperspy/tests/io/test_io.py index 1e59d299eb..a2abce110b 100644 --- a/hyperspy/tests/io/test_io.py +++ b/hyperspy/tests/io/test_io.py @@ -51,7 +51,7 @@ def _clean_file(self): os.remove(FULLFILENAME) def _check_file_is_written(self, filename): - # Check that we have a different hash, in case the file have different + # Check that we have a different hash, in case the file have different # content from the original, the hash will be different. return not self.s_file_hashed == self._hash_file(filename) diff --git a/hyperspy/tests/io/test_mrcz.py b/hyperspy/tests/io/test_mrcz.py index 7dd1d8c4ce..0e3ecbe9ef 100644 --- a/hyperspy/tests/io/test_mrcz.py +++ b/hyperspy/tests/io/test_mrcz.py @@ -25,7 +25,7 @@ try: import blosc blosc_installed = True -except: +except BaseException: blosc_installed = False from hyperspy.io import load, save @@ -112,7 +112,7 @@ def compareSaveLoad(self, testShape, dtype='int8', compressor=None, except IOError: sleep(0.001) print("Time to save file: {} s".format( - perf_counter() - (t_stop - MAX_ASYNC_TIME))) + perf_counter() - (t_stop - MAX_ASYNC_TIME))) sleep(0.005) reSignal = load(mrcName) diff --git a/hyperspy/tests/signal/test_hologram_image.py b/hyperspy/tests/signal/test_hologram_image.py index 7d576ea4d4..697ecd01ab 100644 --- a/hyperspy/tests/signal/test_hologram_image.py +++ b/hyperspy/tests/signal/test_hologram_image.py @@ -331,8 +331,8 @@ def test_statistics(parallel, lazy, single_values, fringe_contrast_algorithm): ht = ref_holo.metadata.Acquisition_instrument.TEM.beam_energy momentum = 2 * constants.m_e * constants.elementary_charge * ht * \ - 1000 * (1 + constants.elementary_charge * ht * - 1000 / (2 * constants.m_e * constants.c ** 2)) + 1000 * (1 + constants.elementary_charge * ht * + 1000 / (2 * constants.m_e * constants.c ** 2)) wavelength = constants.h / np.sqrt(momentum) * 1e9 # in nm ref_carrier_freq_mrad = ref_carrier_freq_nm * 1000 * wavelength @@ -346,30 +346,73 @@ def test_statistics(parallel, lazy, single_values, fringe_contrast_algorithm): single_values=single_values, fringe_contrast_algorithm=fringe_contrast_algorithm) if single_values: - # Fringe contrast in experimental conditions can be only an estimate therefore tolerance is 10%: - assert_allclose(stats['Fringe contrast'], REF_FRINGE_CONTRAST, rtol=0.1) - - assert_allclose(stats['Fringe sampling (px)'], REF_FRINGE_SAMPLING, rtol=RTOL) - assert_allclose(stats['Fringe spacing (nm)'], REF_FRINGE_SPACING, rtol=RTOL) - assert_allclose(stats['Carrier frequency (1 / nm)'], ref_carrier_freq_nm, rtol=RTOL) - assert_allclose(stats['Carrier frequency (1/px)'], ref_carrier_freq, rtol=RTOL) - assert_allclose(stats['Carrier frequency (mrad)'], ref_carrier_freq_mrad, rtol=RTOL) + # Fringe contrast in experimental conditions can be only an estimate + # therefore tolerance is 10%: + assert_allclose( + stats['Fringe contrast'], + REF_FRINGE_CONTRAST, + rtol=0.1) + + assert_allclose( + stats['Fringe sampling (px)'], + REF_FRINGE_SAMPLING, + rtol=RTOL) + assert_allclose( + stats['Fringe spacing (nm)'], + REF_FRINGE_SPACING, + rtol=RTOL) + assert_allclose( + stats['Carrier frequency (1 / nm)'], + ref_carrier_freq_nm, + rtol=RTOL) + assert_allclose( + stats['Carrier frequency (1/px)'], + ref_carrier_freq, + rtol=RTOL) + assert_allclose( + stats['Carrier frequency (mrad)'], + ref_carrier_freq_mrad, + rtol=RTOL) else: - ref_fringe_contrast_stack = np.repeat(REF_FRINGE_CONTRAST, 6).reshape((3, 2)) - ref_fringe_sampling_stack = np.repeat(REF_FRINGE_SAMPLING, 6).reshape((3, 2)) - ref_fringe_spacing_stack = np.repeat(REF_FRINGE_SPACING, 6).reshape((3, 2)) - ref_carrier_freq_nm_stack = np.repeat(ref_carrier_freq_nm, 6).reshape((3, 2)) + ref_fringe_contrast_stack = np.repeat( + REF_FRINGE_CONTRAST, 6).reshape((3, 2)) + ref_fringe_sampling_stack = np.repeat( + REF_FRINGE_SAMPLING, 6).reshape((3, 2)) + ref_fringe_spacing_stack = np.repeat( + REF_FRINGE_SPACING, 6).reshape((3, 2)) + ref_carrier_freq_nm_stack = np.repeat( + ref_carrier_freq_nm, 6).reshape((3, 2)) ref_carrier_freq_stack = np.repeat(ref_carrier_freq, 6).reshape((3, 2)) - ref_carrier_freq_mrad_stack = np.repeat(ref_carrier_freq_mrad, 6).reshape((3, 2)) - - # Fringe contrast in experimental conditions can be only an estimate therefore tolerance is 10%: - assert_allclose(stats['Fringe contrast'].data, ref_fringe_contrast_stack, rtol=0.1) - - assert_allclose(stats['Fringe sampling (px)'].data, ref_fringe_sampling_stack, rtol=RTOL) - assert_allclose(stats['Fringe spacing (nm)'].data, ref_fringe_spacing_stack, rtol=RTOL) - assert_allclose(stats['Carrier frequency (1 / nm)'].data, ref_carrier_freq_nm_stack, rtol=RTOL) - assert_allclose(stats['Carrier frequency (1/px)'].data, ref_carrier_freq_stack, rtol=RTOL) - assert_allclose(stats['Carrier frequency (mrad)'].data, ref_carrier_freq_mrad_stack, rtol=RTOL) + ref_carrier_freq_mrad_stack = np.repeat( + ref_carrier_freq_mrad, 6).reshape((3, 2)) + + # Fringe contrast in experimental conditions can be only an estimate + # therefore tolerance is 10%: + assert_allclose( + stats['Fringe contrast'].data, + ref_fringe_contrast_stack, + rtol=0.1) + + assert_allclose( + stats['Fringe sampling (px)'].data, + ref_fringe_sampling_stack, + rtol=RTOL) + assert_allclose( + stats['Fringe spacing (nm)'].data, + ref_fringe_spacing_stack, + rtol=RTOL) + assert_allclose( + stats['Carrier frequency (1 / nm)'].data, + ref_carrier_freq_nm_stack, + rtol=RTOL) + assert_allclose( + stats['Carrier frequency (1/px)'].data, + ref_carrier_freq_stack, + rtol=RTOL) + assert_allclose( + stats['Carrier frequency (mrad)'].data, + ref_carrier_freq_mrad_stack, + rtol=RTOL) # 2. Test raises: holo_raise = hs.signals.HologramImage(np.random.random(20).reshape((5, 4))) @@ -387,7 +430,12 @@ def test_statistics(parallel, lazy, single_values, fringe_contrast_algorithm): # 2c. Test raise for wrong value of `fringe_contrast_algorithm` with pytest.raises(ValueError): - holo_raise.statistics(sb_position=(1, 1), fringe_contrast_algorithm='pure_guess') + holo_raise.statistics( + sb_position=( + 1, + 1), + fringe_contrast_algorithm='pure_guess') + if __name__ == '__main__': diff --git a/hyperspy/tests/signal/test_kramers_kronig_transform.py b/hyperspy/tests/signal/test_kramers_kronig_transform.py index 03e623a5af..0505bdeab0 100644 --- a/hyperspy/tests/signal/test_kramers_kronig_transform.py +++ b/hyperspy/tests/signal/test_kramers_kronig_transform.py @@ -144,9 +144,9 @@ def test_thicness_input_array(self): t=self.thickness.data) def test_single_spectrum_dielectric(self): - s_in = self.s.inav[0,0] - z = self.zlp.inav[0,0] - t = self.thickness.data[0,0] + s_in = self.s.inav[0, 0] + z = self.zlp.inav[0, 0] + t = self.thickness.data[0, 0] cdf = s_in.kramers_kronig_analysis(zlp=z, iterations=1, n=1000.) s_out = cdf.get_electron_energy_loss_spectrum(z, t) assert np.allclose(s_out.data, s_in.data[1:], rtol=0.01) diff --git a/hyperspy/tests/signal/test_map_method.py b/hyperspy/tests/signal/test_map_method.py index 280ce7ad96..83a9d916d5 100644 --- a/hyperspy/tests/signal/test_map_method.py +++ b/hyperspy/tests/signal/test_map_method.py @@ -66,7 +66,7 @@ def test_variable_sigma(self, parallel): def test_variable_sigma_navdim0(self, parallel): s = self.im - sigma = hs.signals.BaseSignal(np.array([1,])) + sigma = hs.signals.BaseSignal(np.array([1, ])) sigma.axes_manager.set_signal_dimension(0) s.map(gaussian_filter, @@ -81,8 +81,6 @@ def test_variable_sigma_navdim0(self, parallel): [12.42207377, 13., 13.57792623], [14.15585247, 14.7337787, 15.31170493]]])) - - @pytest.mark.parametrize('parallel', [pytest.param(True, marks=pytest.mark.parallel), False]) def test_axes_argument(self, parallel): @@ -151,7 +149,7 @@ def test_variable_signal_parameter(self, parallel): s.events.data_changed.connect(m.data_changed) s.map(lambda A, B: A - B, B=s, show_progressbar=None, parallel=parallel, ragged=self.ragged) - np.testing.assert_allclose( s.data, np.zeros_like(s.data) ) + np.testing.assert_allclose(s.data, np.zeros_like(s.data)) assert m.data_changed.called @pytest.mark.parametrize('parallel', @@ -162,7 +160,7 @@ def test_constant_signal_parameter(self, parallel): s.events.data_changed.connect(m.data_changed) s.map(lambda A, B: A - B, B=s.inav[0], show_progressbar=None, parallel=parallel, ragged=self.ragged) - np.testing.assert_allclose( s.data, np.array( + np.testing.assert_allclose(s.data, np.array( ([[0., 0., 0.], [3., 3., 3.]]))) assert m.data_changed.called diff --git a/hyperspy/tests/utils/test_roi.py b/hyperspy/tests/utils/test_roi.py index fd4f664c90..f366ae952f 100644 --- a/hyperspy/tests/utils/test_roi.py +++ b/hyperspy/tests/utils/test_roi.py @@ -122,7 +122,8 @@ def test_span_spectrum_nav_boundary_roi(self, mpl_cleanup): w2.set_bounds(width=30.0) # above max width assert w2._size[0] == 12 - w2.set_bounds(x=10, width=20) # the combination of the two is not valid + # the combination of the two is not valid + w2.set_bounds(x=10, width=20) assert w2._pos[0] == 0 assert w2._size[0] == 12 @@ -211,11 +212,13 @@ def test_rect_image_boundary_roi(self, mpl_cleanup): with pytest.raises(ValueError): w2.height = 101 - w2.set_bounds(x=10, width=20) # the combination of the two is not valid + # the combination of the two is not valid + w2.set_bounds(x=10, width=20) assert w2._pos[0] == 0.0 assert w2._size[0] == 20.0 - w2.set_bounds(y=40, height=60) # the combination of the two is not valid + # the combination of the two is not valid + w2.set_bounds(y=40, height=60) assert w2._pos[1] == 0 assert w2._size[1] == 80 diff --git a/hyperspy/ui_registry.py b/hyperspy/ui_registry.py index a81b1a0dca..ba02d68079 100644 --- a/hyperspy/ui_registry.py +++ b/hyperspy/ui_registry.py @@ -174,6 +174,7 @@ def pg(self, display=True, toolkit=None, **kwargs): toolkit=toolkit, **kwargs) return pg + DISPLAY_DT = """display: bool If True, display the user interface widgets. If False, return the widgets container in a dictionary, usually for customisation or testing.""" From aaafdeb5606f3f4dfb893cd66d2e0817c8448b4c Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Sun, 29 Apr 2018 00:20:42 +0100 Subject: [PATCH 090/211] Fix #1524: test time zone only on system where the locale is set to 'en_BG' or 'en_US'. --- hyperspy/tests/misc/test_date_time_tools.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/hyperspy/tests/misc/test_date_time_tools.py b/hyperspy/tests/misc/test_date_time_tools.py index 1be49df4e5..66fae68239 100644 --- a/hyperspy/tests/misc/test_date_time_tools.py +++ b/hyperspy/tests/misc/test_date_time_tools.py @@ -102,7 +102,9 @@ def test_update_date_time_in_metadata(): md12 = dtt.update_date_time_in_metadata(dt1, md.deepcopy()) assert_deep_almost_equal(md12.General.date, md1.General.date) assert_deep_almost_equal(md12.General.time, md1.General.time) - assert md12.General.time_zone in ('UTC', 'Coordinated Universal Time') + import locale + if locale.getlocale()[0] in ['en_GB', 'en_US']: + assert md12.General.time_zone in ('UTC', 'Coordinated Universal Time') md13 = dtt.update_date_time_in_metadata(iso2, md.deepcopy()) assert_deep_almost_equal(md13.General.date, md2.General.date) From 59f67c5c8fcee0885b6f7d4be8338911d4ca996c Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 8 May 2018 22:39:15 +0100 Subject: [PATCH 091/211] Set axes_manager to line before adding line to figure. Update line only when necessary to avoid raising a blitting error. --- hyperspy/signal_tools.py | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index 9758e2e812..9545f9ba9d 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -299,13 +299,13 @@ def turn_diff_line_on(self, diff_order): self.signal._plot.signal_plot.create_right_axis() self.smooth_diff_line = drawing.signal1d.Signal1DLine() + self.smooth_diff_line.axes_manager = self.signal.axes_manager self.smooth_diff_line.data_function = self.diff_model2plot self.smooth_diff_line.set_line_properties( color=self.line_color_rgb, type='line') self.signal._plot.signal_plot.add_line(self.smooth_diff_line, ax='right') - self.smooth_diff_line.axes_manager = self.signal.axes_manager def _line_color_ipy_changed(self): if hasattr(self, "line_color"): @@ -320,13 +320,14 @@ def turn_diff_line_off(self): self.smooth_diff_line = None def _differential_order_changed(self, old, new): - if old == 0: - self.turn_diff_line_on(new) - self.smooth_diff_line.plot() if new == 0: self.turn_diff_line_off() return - self.smooth_diff_line.update(force_replot=False) + if old == 0: + self.turn_diff_line_on(new) + self.smooth_diff_line.plot() + else: + self.smooth_diff_line.update(force_replot=False) def _line_color_changed(self, old, new): self.smooth_line.line_properties = { From ecd7bef10838abddca20c00ae1ee74ddc9f24a39 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 8 May 2018 22:44:41 +0100 Subject: [PATCH 092/211] Make `is_active` a property of MPL_HyperExplorer. --- hyperspy/drawing/mpl_he.py | 3 ++- hyperspy/model.py | 2 +- hyperspy/models/model1d.py | 10 +++------- hyperspy/signal.py | 4 ++-- hyperspy/signal_tools.py | 20 ++++++++------------ 5 files changed, 16 insertions(+), 23 deletions(-) diff --git a/hyperspy/drawing/mpl_he.py b/hyperspy/drawing/mpl_he.py index 6a15e4803e..98bbbfa13e 100644 --- a/hyperspy/drawing/mpl_he.py +++ b/hyperspy/drawing/mpl_he.py @@ -146,8 +146,9 @@ def close_navigator_plot(self): if self.navigator_plot: self.navigator_plot.close() + @property def is_active(self): - if self.signal_plot and self.signal_plot.figure: + if self.signal_plot and self.signal_plot.figure is not None: return True else: return False diff --git a/hyperspy/model.py b/hyperspy/model.py index 00b61b4a85..5202eab6f2 100644 --- a/hyperspy/model.py +++ b/hyperspy/model.py @@ -549,7 +549,7 @@ def _as_signal_iter(self, component_list=None, out_of_range_to_nan=True, @property def _plot_active(self): - if self._plot is not None and self._plot.is_active() is True: + if self._plot is not None and self._plot.is_active: return True else: return False diff --git a/hyperspy/models/model1d.py b/hyperspy/models/model1d.py index 891e41b9c7..35d94df7c4 100644 --- a/hyperspy/models/model1d.py +++ b/hyperspy/models/model1d.py @@ -53,11 +53,8 @@ def __init__(self, model, component, signal_range=None, self.fit_kwargs = kwargs self.only_current = only_current if signal_range == "interactive": - if not hasattr(self.model, '_plot'): - self.model.plot() - elif self.model._plot is None: - self.model.plot() - elif self.model._plot.is_active() is False: + if (not hasattr(self.model, '_plot') or self.model._plot is None or + not self.model._plot.is_active): self.model.plot() self.span_selector_switch(on=True) @@ -778,8 +775,7 @@ def enable_adjust_position( disable_adjust_position """ - if (self._plot is None or - self._plot.is_active() is False): + if self._plot is None or not self._plot.is_active: self.plot() if self._position_widgets: self.disable_adjust_position() diff --git a/hyperspy/signal.py b/hyperspy/signal.py index 1e729ccf15..e56d420d12 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2136,12 +2136,12 @@ def save(self, filename=None, overwrite=None, extension=None, def _replot(self): if self._plot is not None: - if self._plot.is_active() is True: + if self._plot.is_active: self.plot() def update_plot(self): if self._plot is not None: - if self._plot.is_active() is True: + if self._plot.is_active: if self._plot.signal_plot is not None: self._plot.signal_plot.update() if self._plot.navigator_plot is not None: diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index 9545f9ba9d..affe57be61 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -57,7 +57,7 @@ def on_disabling_span_selector(self): pass def span_selector_switch(self, on): - if not self.signal._plot.is_active(): + if not self.signal._plot.is_active: return if on is True: @@ -73,7 +73,7 @@ def span_selector_switch(self, on): self.span_selector = None def update_span_selector_traits(self, *args, **kwargs): - if not self.signal._plot.is_active(): + if not self.signal._plot.is_active: return self.ss_left_value = self.span_selector.rect.get_x() self.ss_right_value = self.ss_left_value + \ @@ -135,7 +135,7 @@ def draw(self): self.signal._plot.signal_plot.figure.canvas.draw_idle() def switch_on_off(self, obj, trait_name, old, new): - if not self.signal._plot.is_active(): + if not self.signal._plot.is_active: return if new is True and old is False: @@ -152,7 +152,7 @@ def switch_on_off(self, obj, trait_name, old, new): self.draw() def update_position(self, *args, **kwargs): - if not self.signal._plot.is_active(): + if not self.signal._plot.is_active: return self.position = self.axes_manager.coordinates[0] @@ -269,8 +269,7 @@ def __init__(self, signal): self.plot() def plot(self): - if self.signal._plot is None or not \ - self.signal._plot.is_active(): + if self.signal._plot is None or not self.signal._plot.is_active: self.signal.plot() hse = self.signal._plot l1 = hse.signal_plot.ax_lines[0] @@ -343,7 +342,7 @@ def diff_model2plot(self, axes_manager=None): return smoothed def close(self): - if self.signal._plot.is_active(): + if self.signal._plot.is_active: if self.differential_order != 0: self.turn_diff_line_off() self.smooth_line.close() @@ -608,11 +607,8 @@ def __init__(self, signal, signal_range=None): self.signal = signal self.axis = self.signal.axes_manager.signal_axes[0] self.span_selector = None - if not hasattr(self.signal, '_plot'): - self.signal.plot() - elif self.signal._plot is None: - self.signal.plot() - elif self.signal._plot.is_active() is False: + if (not hasattr(self.signal, '_plot') or self.signal._plot is None or + not self.signal._plot.is_active): self.signal.plot() self.span_selector_switch(on=True) From 37bc406f6d2b4b5925939a5bd5ff77bf9440595e Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 9 May 2018 10:40:50 +0100 Subject: [PATCH 093/211] Changing the line color of the smoothing tool raises an matplotlib AttributeError when running from a script with canvas supporting blit. This is due to a too early call of `draw_artist`, which occurs before the figure has been rendered. Catch the error and just pass. --- hyperspy/signal_tools.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index affe57be61..699feab4a2 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -334,7 +334,12 @@ def _line_color_changed(self, old, new): if self.smooth_diff_line is not None: self.smooth_diff_line.line_properties = { 'color': self.line_color_rgb} - self.update_lines() + try: + # it seems that changing the properties can be done before the + # first rendering event, which can cause issue with blitting + self.update_lines() + except AttributeError: + pass def diff_model2plot(self, axes_manager=None): smoothed = np.diff(self.model2plot(axes_manager), @@ -607,8 +612,8 @@ def __init__(self, signal, signal_range=None): self.signal = signal self.axis = self.signal.axes_manager.signal_axes[0] self.span_selector = None - if (not hasattr(self.signal, '_plot') or self.signal._plot is None or - not self.signal._plot.is_active): + if (not hasattr(self.signal, '_plot') or self.signal._plot is None or + not self.signal._plot.is_active): self.signal.plot() self.span_selector_switch(on=True) From d487650435a0c2c33f1df63c1afbb84d5f7c3e20 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Mon, 2 Jul 2018 11:05:42 +0100 Subject: [PATCH 094/211] Fix issue with figure rendering for signal1D. --- hyperspy/drawing/signal1d.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/hyperspy/drawing/signal1d.py b/hyperspy/drawing/signal1d.py index 49a011151e..2fab748d88 100644 --- a/hyperspy/drawing/signal1d.py +++ b/hyperspy/drawing/signal1d.py @@ -141,11 +141,13 @@ def _on_close(self): def update(self): for marker in self.ax_markers: marker.update() - if self.ax_markers: - if self.ax.figure.canvas.supports_blit: - self.ax.hspy_fig._update_animated() - else: - self.ax.figure.canvas.draw_idle() + for line in self.ax_lines + self.right_ax_lines: + # save on figure rendering and do it at the end + line.update(render_figure=False) + if self.ax.figure.canvas.supports_blit: + self.ax.hspy_fig._update_animated() + else: + self.ax.figure.canvas.draw_idle() class Signal1DLine(object): From a286d368911ce9c0d2ea542a2f2bb731394850bc Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Mon, 2 Jul 2018 16:13:14 +0200 Subject: [PATCH 095/211] Add chunks keyword argument for hspy saving --- doc/user_guide/io.rst | 18 ++++++++++++++++++ hyperspy/io_plugins/hspy.py | 16 +++++++++++----- 2 files changed, 29 insertions(+), 5 deletions(-) diff --git a/doc/user_guide/io.rst b/doc/user_guide/io.rst index 790d92e548..d1cca31b18 100644 --- a/doc/user_guide/io.rst +++ b/doc/user_guide/io.rst @@ -278,7 +278,25 @@ intensity`): , ] +.. versionadded:: 1.3.1 + ``chunks`` keyword argument +By default, the data is saved in chunks that are optimised to contain at least one full signal. It is +possible to customise the chunk shape using the ``chunks`` keyword. For example, to save the data with +``(20, 20, 256)`` chunks instead of the default ``(7, 7, 2048)`` chunks for this signal: + +.. code-block:: python + >>> s = hs.signals.Signal1D(np.random.random((100, 100, 2048))) + >>> s.save("test_chunks", chunks=(20, 20, 256), overwrite=True) + +Note that currently it is not possible to pass different customised chunk shapes to all signals and +arrays contained in a signal and its metadata. Therefore, the value of ``chunks`` provided on saving +will be applied to all arrays contained in the signal. + +By passing ``True`` to ``chunks`` the chunk shape is guessed using ``h5py``'s ``guess_chunks`` function +what, for large signal spaces usually leads to smaller chunks as ``guess_chunks`` does not impose the +constrain of storing at least one signal per chunks. For example, for the signal in the example above +passing ``chunks=True`` results in ``(7, 7, 256)`` chunks. Extra saving arguments ^^^^^^^^^^^^^^^^^^^^^^^ diff --git a/hyperspy/io_plugins/hspy.py b/hyperspy/io_plugins/hspy.py index 816de1a6ae..a488e6c5c4 100644 --- a/hyperspy/io_plugins/hspy.py +++ b/hyperspy/io_plugins/hspy.py @@ -527,11 +527,14 @@ def get_signal_chunks(shape, dtype, signal_axes=None): return tuple(int(x) for x in chunks) -def overwrite_dataset(group, data, key, signal_axes=None, **kwds): - if signal_axes is None: - chunks = True - else: - chunks = get_signal_chunks(data.shape, data.dtype, signal_axes) +def overwrite_dataset(group, data, key, signal_axes=None, chunks=None, **kwds): + if chunks is None: + if signal_axes is None: + # Use automatic h5py chunking + chunks = True + else: + # Optimise the chunking to contain at least one signal per chunk + chunks = get_signal_chunks(data.shape, data.dtype, signal_axes) maxshape = tuple(None for _ in data.shape) @@ -546,6 +549,8 @@ def overwrite_dataset(group, data, key, signal_axes=None, **kwds): chunks=chunks, shuffle=True,)) + # If chunks is True, the `chunks` attribute of `dset` below + # contains the chunk shape guessed by h5py dset = group.require_dataset(key, **these_kwds) got_data = True except TypeError: @@ -556,6 +561,7 @@ def overwrite_dataset(group, data, key, signal_axes=None, **kwds): # just a reference to already created thing pass else: + _logger.info("Chunks used for saving: %s" % str(dset.chunks)) if isinstance(data, da.Array): da.store(data.rechunk(dset.chunks), dset) elif data.flags.c_contiguous: From 2f74fae9bb1473b98f5d161cba6f09f0f753c2cf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Mon, 2 Jul 2018 16:25:18 +0200 Subject: [PATCH 096/211] Add rechunk kwarg to rebin, change_dtype and transpose --- hyperspy/_signals/lazy.py | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index f629342578..d63b3e4eb9 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -170,12 +170,12 @@ def _get_dask_chunks(self, axis=None, dtype=None): def _make_lazy(self, axis=None, rechunk=False, dtype=None): self.data = self._lazy_data(axis=axis, rechunk=rechunk, dtype=dtype) - def change_dtype(self, dtype): + def change_dtype(self, dtype, rechunk=True): from hyperspy.misc import rgb_tools if not isinstance(dtype, np.dtype) and (dtype not in rgb_tools.rgb_dtypes): dtype = np.dtype(dtype) - self._make_lazy(rechunk=True, dtype=dtype) + self._make_lazy(rechunk=rechunk, dtype=dtype) super().change_dtype(dtype) change_dtype.__doc__ = BaseSignal.change_dtype.__doc__ @@ -185,6 +185,7 @@ def _lazy_data(self, axis=None, rechunk=True, dtype=None): res = self.data if self.data.chunks != new_chunks and rechunk: res = self.data.rechunk(new_chunks) + will be applied to all arrays contained in the signal. else: if isinstance(self.data, np.ma.masked_array): data = np.where(self.data.mask, np.nan, self.data) @@ -230,7 +231,7 @@ def get_dask_function(numpy_name): def swap_axes(self, *args): raise lazyerror - def rebin(self, new_shape=None, scale=None, crop=False, out=None): + def rebin(self, new_shape=None, scale=None, crop=False, out=None, rechunk=True): factors = self._validate_rebin_args_and_get_factors( new_shape=new_shape, scale=scale) @@ -246,7 +247,7 @@ def rebin(self, new_shape=None, scale=None, crop=False, out=None): "original signal shape") axis = {ax.index_in_array: ax for ax in self.axes_manager._axes}[factors.argmax()] - self._make_lazy(axis=axis) + self._make_lazy(axis=axis, rechunk=rechunk) return super().rebin(new_shape=new_shape, scale=scale, crop=crop, out=out) rebin.__doc__ = BaseSignal.rebin.__doc__ @@ -844,7 +845,7 @@ def post(a): return np.concatenate(a, axis=1).T def transpose(self, *args, **kwargs): res = super().transpose(*args, **kwargs) - res._make_lazy(rechunk=True) + res._make_lazy(rechunk=kwargs.get("rechunk", True)) return res transpose.__doc__ = BaseSignal.transpose.__doc__ From d36b83b8a2829612e8e6d15e3e9b083b57ad60fd Mon Sep 17 00:00:00 2001 From: autopep8 Date: Mon, 2 Jul 2018 16:25:18 +0200 Subject: [PATCH 097/211] Automatic style corrections courtesy of autopep8 --- hyperspy/_signals/lazy.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index d63b3e4eb9..8efd86b19b 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -231,7 +231,8 @@ def get_dask_function(numpy_name): def swap_axes(self, *args): raise lazyerror - def rebin(self, new_shape=None, scale=None, crop=False, out=None, rechunk=True): + def rebin(self, new_shape=None, scale=None, + crop=False, out=None, rechunk=True): factors = self._validate_rebin_args_and_get_factors( new_shape=new_shape, scale=scale) From f31464e7ae99ba8b76ee9c9c3bf2920d1d77d9ea Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Mon, 2 Jul 2018 17:03:12 +0200 Subject: [PATCH 098/211] Add rechunk kwargs to more methods In particular: * All reductions * integrate_simpson * diff * get_histogram * print_summary_statistics --- hyperspy/_signals/lazy.py | 20 ++++++++++---------- hyperspy/docstrings/signal.py | 3 ++- hyperspy/signal.py | 9 ++++++--- 3 files changed, 18 insertions(+), 14 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index 8efd86b19b..94d17f8da5 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -196,7 +196,7 @@ def _lazy_data(self, axis=None, rechunk=True, dtype=None): return res def _apply_function_on_data_and_remove_axis(self, function, axes, - out=None): + out=None, **kwargs): def get_dask_function(numpy_name): # Translate from the default numpy to dask functions translations = {'amax': 'max', 'amin': 'min'} @@ -211,7 +211,7 @@ def get_dask_function(numpy_name): ar_axes = tuple(ax.index_in_array for ax in axes) if len(ar_axes) == 1: ar_axes = ar_axes[0] - current_data = self._lazy_data(axis=axes) + current_data = self._lazy_data(axis=axes, kwargs.get("rechunk", True)) new_data = function(current_data, axis=ar_axes) if not new_data.ndim: new_data = new_data.reshape((1, )) @@ -259,7 +259,7 @@ def __array__(self, dtype=None): def _make_sure_data_is_contiguous(self, log=None): self._make_lazy(rechunk=True) - def diff(self, axis, order=1, out=None): + def diff(self, axis, order=1, out=None, rechunk=True): arr_axis = self.axes_manager[axis].index_in_array def dask_diff(arr, n, axis): @@ -281,7 +281,7 @@ def dask_diff(arr, n, axis): else: return arr[slice1] - arr[slice2] - current_data = self._lazy_data(axis=axis) + current_data = self._lazy_data(axis=axis, rechunk=rechunk) new_data = dask_diff(current_data, order, arr_axis) if not new_data.ndim: new_data = new_data.reshape((1, )) @@ -305,11 +305,11 @@ def dask_diff(arr, n, axis): diff.__doc__ = BaseSignal.diff.__doc__ - def integrate_simpson(self, axis, out=None): + def integrate_simpson(self, axis, out=None, rechunk=True): axis = self.axes_manager[axis] from scipy import integrate axis = self.axes_manager[axis] - data = self._lazy_data(axis=axis) + data = self._lazy_data(axis=axis, rechunk=rechunk) new_data = data.map_blocks( integrate.simps, x=axis.axis, @@ -359,13 +359,13 @@ def valuemin(self, axis, out=None): valuemin.__doc__ = BaseSignal.valuemin.__doc__ - def get_histogram(self, bins='freedman', out=None, **kwargs): + def get_histogram(self, bins='freedman', out=None, rechunk=True, **kwargs): if 'range_bins' in kwargs: _logger.warning("'range_bins' argument not supported for lazy " "signals") del kwargs['range_bins'] from hyperspy.signals import Signal1D - data = self._lazy_data().flatten() + data = self._lazy_data(rechunk=rechunk).flatten() hist, bin_edges = dasky_histogram(data, bins=bins, **kwargs) if out is None: hist_spec = Signal1D(hist) @@ -408,8 +408,8 @@ def _estimate_poissonian_noise_variance(dc, gain_factor, gain_offset, # _get_signal_signal.__doc__ = BaseSignal._get_signal_signal.__doc__ - def _calculate_summary_statistics(self): - data = self._lazy_data() + def _calculate_summary_statistics(self, rechunk=True): + data = self._lazy_data(rechunk=rechunk) _raveled = data.ravel() _mean, _std, _min, _q1, _q2, _q3, _max = da.compute( da.nanmean(data), diff --git a/hyperspy/docstrings/signal.py b/hyperspy/docstrings/signal.py index 1e5f592c44..2f72edaa17 100644 --- a/hyperspy/docstrings/signal.py +++ b/hyperspy/docstrings/signal.py @@ -36,4 +36,5 @@ cause a peak of memory usage and requires considerable processing times for large datasets and/or low specification hardware. See the `transposing` section of the HyperSpy user guide - for more information.""" + for more information. When operating on lazy signals, if `True` + the chunks are optimised for the new axes configuration.""" diff --git a/hyperspy/signal.py b/hyperspy/signal.py index e56d420d12..219b20936f 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -4213,7 +4213,7 @@ def set_signal_origin(self, origin): """ self.metadata.Signal.signal_origin = origin - def print_summary_statistics(self, formatter="%.3g"): + def print_summary_statistics(self, formatter="%.3g", rechunk=True): """Prints the five-number summary statistics of the data, the mean and the standard deviation. @@ -4225,13 +4225,16 @@ def print_summary_statistics(self, formatter="%.3g"): ---------- formatter : bool Number formatter. + rechunk: bool + Only has effect when operating on lazy signal. If `True` (default), + the data may be automatically rechunked before performing this operation. See Also -------- get_histogram """ - _mean, _std, _min, _q1, _q2, _q3, _max = self._calculate_summary_statistics() + _mean, _std, _min, _q1, _q2, _q3, _max = self._calculate_summary_statistics(rechunk=rechunk) print(underline("Summary statistics")) print("mean:\t" + formatter % _mean) print("std:\t" + formatter % _std) @@ -4242,7 +4245,7 @@ def print_summary_statistics(self, formatter="%.3g"): print("Q3:\t" + formatter % _q3) print("max:\t" + formatter % _max) - def _calculate_summary_statistics(self): + def _calculate_summary_statistics(self, **kwargs): data = self.data data = data[~np.isnan(data)] _mean = np.nanmean(data) From 45d87e23a8bdacfdfc46487f50200cbfcb13b2e6 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Mon, 2 Jul 2018 17:03:12 +0200 Subject: [PATCH 099/211] Automatic style corrections courtesy of autopep8 --- hyperspy/docstrings/signal.py | 6 +-- hyperspy/signal.py | 91 ++++++++++++++++++----------------- 2 files changed, 49 insertions(+), 48 deletions(-) diff --git a/hyperspy/docstrings/signal.py b/hyperspy/docstrings/signal.py index 2f72edaa17..8c67e9c5d2 100644 --- a/hyperspy/docstrings/signal.py +++ b/hyperspy/docstrings/signal.py @@ -31,10 +31,10 @@ OPTIMIZE_ARG = \ """optimize : bool, default is False - If True, the location of the data in memory is optimised for the - fastest iteration over the navigation axes. This operation can + If True, the location of the data in memory is optimised for the + fastest iteration over the navigation axes. This operation can cause a peak of memory usage and requires considerable processing times for large datasets and/or low specification hardware. - See the `transposing` section of the HyperSpy user guide + See the `transposing` section of the HyperSpy user guide for more information. When operating on lazy signals, if `True` the chunks are optimised for the new axes configuration.""" diff --git a/hyperspy/signal.py b/hyperspy/signal.py index 219b20936f..ab02ae5ea1 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2779,7 +2779,7 @@ def _ma_workaround(self, s, function, axes, ar_axes, out): return s def _apply_function_on_data_and_remove_axis(self, function, axes, - out=None): + out=None, **kwargs): axes = self.axes_manager[axes] if not np.iterable(axes): axes = (axes,) @@ -2790,7 +2790,7 @@ def _apply_function_on_data_and_remove_axis(self, function, axes, ar_axes = tuple(ax.index_in_array for ax in axes) if len(ar_axes) == 0: - # no axes is provided, so no operation needs to be done but we + # no axes is provided, so no operation needs to be done but we # still need to finished the execution of the function properly. if out: out.data[:] = self.data @@ -2824,7 +2824,7 @@ def _apply_function_on_data_and_remove_axis(self, function, axes, s._remove_axis([ax.index_in_axes_manager for ax in axes]) return s - def sum(self, axis=None, out=None): + def sum(self, axis=None, out=None, rechunk=True): """Sum the data over the given axes. Parameters @@ -2852,11 +2852,11 @@ def sum(self, axis=None, out=None): """ if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.sum, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.sum, axis, out=out, rechunk=rechunk) sum.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) - def max(self, axis=None, out=None): + def max(self, axis=None, out=None, rechunk=True): """Returns a signal with the maximum of the signal along at least one axis. @@ -2885,11 +2885,11 @@ def max(self, axis=None, out=None): """ if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.max, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.max, axis, out=out, rechunk=rechunk) max.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) - def min(self, axis=None, out=None): + def min(self, axis=None, out=None, rechunk=True): """Returns a signal with the minimum of the signal along at least one axis. @@ -2918,11 +2918,11 @@ def min(self, axis=None, out=None): """ if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.min, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.min, axis, out=out, rechunk=rechunk) min.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) - def mean(self, axis=None, out=None): + def mean(self, axis=None, out=None, rechunk=True): """Returns a signal with the average of the signal along at least one axis. @@ -2951,11 +2951,11 @@ def mean(self, axis=None, out=None): """ if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.mean, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.mean, axis, out=out, rechunk=rechunk) mean.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) - def std(self, axis=None, out=None): + def std(self, axis=None, out=None, rechunk=True): """Returns a signal with the standard deviation of the signal along at least one axis. @@ -2984,11 +2984,11 @@ def std(self, axis=None, out=None): """ if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.std, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.std, axis, out=out, rechunk=rechunk) std.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) - def var(self, axis=None, out=None): + def var(self, axis=None, out=None, rechunk=True): """Returns a signal with the variances of the signal along at least one axis. @@ -3017,58 +3017,58 @@ def var(self, axis=None, out=None): """ if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.var, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.var, axis, out=out, rechunk=rechunk) var.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) - def nansum(self, axis=None, out=None): + def nansum(self, axis=None, out=None, rechunk=True): """%s """ if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.nansum, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.nansum, axis, out=out, rechunk=rechunk) nansum.__doc__ %= (NAN_FUNC.format('sum', sum.__doc__)) - def nanmax(self, axis=None, out=None): + def nanmax(self, axis=None, out=None, rechunk=True): """%s """ if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.nanmax, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.nanmax, axis, out=out, rechunk=rechunk) nanmax.__doc__ %= (NAN_FUNC.format('max', max.__doc__)) - def nanmin(self, axis=None, out=None): + def nanmin(self, axis=None, out=None, rechunk=True): """%s""" if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.nanmin, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.nanmin, axis, out=out, rechunk=rechunk) nanmin.__doc__ %= (NAN_FUNC.format('min', min.__doc__)) - def nanmean(self, axis=None, out=None): + def nanmean(self, axis=None, out=None, rechunk=True): """%s """ if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.nanmean, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.nanmean, axis, out=out, rechunk=rechunk) nanmean.__doc__ %= (NAN_FUNC.format('mean', mean.__doc__)) - def nanstd(self, axis=None, out=None): + def nanstd(self, axis=None, out=None, rechunk=True): """%s""" if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.nanstd, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.nanstd, axis, out=out, rechunk=rechunk) nanstd.__doc__ %= (NAN_FUNC.format('std', std.__doc__)) - def nanvar(self, axis=None, out=None): + def nanvar(self, axis=None, out=None, rechunk=True): """%s""" if axis is None: axis = self.axes_manager.navigation_axes - return self._apply_function_on_data_and_remove_axis(np.nanvar, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.nanvar, axis, out=out, rechunk=rechunk) nanvar.__doc__ %= (NAN_FUNC.format('var', var.__doc__)) def diff(self, axis, order=1, out=None): @@ -3225,7 +3225,7 @@ def integrate1D(self, axis, out=None): return self.sum(axis=axis, out=out) integrate1D.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG) - def indexmin(self, axis, out=None): + def indexmin(self, axis, out=None, rechunk=True): """Returns a signal with the index of the minimum along an axis. Parameters @@ -3252,10 +3252,10 @@ def indexmin(self, axis, out=None): (64,64) """ - return self._apply_function_on_data_and_remove_axis(np.argmin, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.argmin, axis, out=out, rechunk=rechunk) - def indexmax(self, axis, out=None): + def indexmax(self, axis, out=None, rechunk=True): """Returns a signal with the index of the maximum along an axis. Parameters @@ -3282,8 +3282,8 @@ def indexmax(self, axis, out=None): (64,64) """ - return self._apply_function_on_data_and_remove_axis(np.argmax, axis, - out=out) + return self._apply_function_on_data_and_remove_axis( + np.argmax, axis, out=out, rechunk=rechunk) indexmax.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG) def valuemax(self, axis, out=None): @@ -4234,7 +4234,8 @@ def print_summary_statistics(self, formatter="%.3g", rechunk=True): get_histogram """ - _mean, _std, _min, _q1, _q2, _q3, _max = self._calculate_summary_statistics(rechunk=rechunk) + _mean, _std, _min, _q1, _q2, _q3, _max = self._calculate_summary_statistics( + rechunk=rechunk) print(underline("Summary statistics")) print("mean:\t" + formatter % _mean) print("std:\t" + formatter % _std) From c7e2f76793863f615f0148bf82b78c3548f70dee Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Mon, 2 Jul 2018 17:15:01 +0200 Subject: [PATCH 100/211] Lazy transpose translates optimise to rechunk --- hyperspy/_signals/lazy.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index 94d17f8da5..6876e1c6eb 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -846,7 +846,7 @@ def post(a): return np.concatenate(a, axis=1).T def transpose(self, *args, **kwargs): res = super().transpose(*args, **kwargs) - res._make_lazy(rechunk=kwargs.get("rechunk", True)) + res._make_lazy(rechunk=kwargs["optimize"]) return res transpose.__doc__ = BaseSignal.transpose.__doc__ From ace3f984c6657660f334ff1f7f960c98fab49d02 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Mon, 2 Jul 2018 17:25:33 +0200 Subject: [PATCH 101/211] Add docstring --- hyperspy/docstrings/signal.py | 5 +++++ hyperspy/signal.py | 30 +++++++++++++++++++----------- 2 files changed, 24 insertions(+), 11 deletions(-) diff --git a/hyperspy/docstrings/signal.py b/hyperspy/docstrings/signal.py index 8c67e9c5d2..b1368347cf 100644 --- a/hyperspy/docstrings/signal.py +++ b/hyperspy/docstrings/signal.py @@ -38,3 +38,8 @@ See the `transposing` section of the HyperSpy user guide for more information. When operating on lazy signals, if `True` the chunks are optimised for the new axes configuration.""" + +RECHUNK_ARG = \ + """rechunk: bool + Only has effect when operating on lazy signal. If `True` (default), + the data may be automatically rechunked before performing this operation.""" diff --git a/hyperspy/signal.py b/hyperspy/signal.py index ab02ae5ea1..846e9667fc 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -50,7 +50,7 @@ from hyperspy.misc.slicing import SpecialSlicers, FancySlicing from hyperspy.misc.utils import slugify from hyperspy.docstrings.signal import ( - ONE_AXIS_PARAMETER, MANY_AXIS_PARAMETER, OUT_ARG, NAN_FUNC, OPTIMIZE_ARG) + ONE_AXIS_PARAMETER, MANY_AXIS_PARAMETER, OUT_ARG, NAN_FUNC, OPTIMIZE_ARG, RECHUNK_ARG) from hyperspy.docstrings.plot import BASE_PLOT_DOCSTRING, KWARGS_DOCSTRING from hyperspy.events import Events, Event from hyperspy.interactive import interactive @@ -2831,6 +2831,7 @@ def sum(self, axis=None, out=None, rechunk=True): ---------- axis %s %s + %s Returns ------- @@ -2854,7 +2855,7 @@ def sum(self, axis=None, out=None, rechunk=True): axis = self.axes_manager.navigation_axes return self._apply_function_on_data_and_remove_axis( np.sum, axis, out=out, rechunk=rechunk) - sum.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) + sum.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) def max(self, axis=None, out=None, rechunk=True): """Returns a signal with the maximum of the signal along at least one @@ -2864,6 +2865,7 @@ def max(self, axis=None, out=None, rechunk=True): ---------- axis %s %s + %s Returns ------- @@ -2887,7 +2889,7 @@ def max(self, axis=None, out=None, rechunk=True): axis = self.axes_manager.navigation_axes return self._apply_function_on_data_and_remove_axis( np.max, axis, out=out, rechunk=rechunk) - max.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) + max.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) def min(self, axis=None, out=None, rechunk=True): """Returns a signal with the minimum of the signal along at least one @@ -2897,6 +2899,7 @@ def min(self, axis=None, out=None, rechunk=True): ---------- axis %s %s + %s Returns ------- @@ -2920,7 +2923,7 @@ def min(self, axis=None, out=None, rechunk=True): axis = self.axes_manager.navigation_axes return self._apply_function_on_data_and_remove_axis( np.min, axis, out=out, rechunk=rechunk) - min.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) + min.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) def mean(self, axis=None, out=None, rechunk=True): """Returns a signal with the average of the signal along at least one @@ -2930,6 +2933,7 @@ def mean(self, axis=None, out=None, rechunk=True): ---------- axis %s %s + %s Returns ------- @@ -2953,7 +2957,7 @@ def mean(self, axis=None, out=None, rechunk=True): axis = self.axes_manager.navigation_axes return self._apply_function_on_data_and_remove_axis( np.mean, axis, out=out, rechunk=rechunk) - mean.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) + mean.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) def std(self, axis=None, out=None, rechunk=True): """Returns a signal with the standard deviation of the signal along @@ -2963,6 +2967,7 @@ def std(self, axis=None, out=None, rechunk=True): ---------- axis %s %s + %s Returns ------- @@ -2986,7 +2991,7 @@ def std(self, axis=None, out=None, rechunk=True): axis = self.axes_manager.navigation_axes return self._apply_function_on_data_and_remove_axis( np.std, axis, out=out, rechunk=rechunk) - std.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) + std.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) def var(self, axis=None, out=None, rechunk=True): """Returns a signal with the variances of the signal along at least one @@ -2996,6 +3001,7 @@ def var(self, axis=None, out=None, rechunk=True): ---------- axis %s %s + %s Returns ------- @@ -3019,7 +3025,7 @@ def var(self, axis=None, out=None, rechunk=True): axis = self.axes_manager.navigation_axes return self._apply_function_on_data_and_remove_axis( np.var, axis, out=out, rechunk=rechunk) - var.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG) + var.__doc__ %= (MANY_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) def nansum(self, axis=None, out=None, rechunk=True): """%s @@ -3232,6 +3238,7 @@ def indexmin(self, axis, out=None, rechunk=True): ---------- axis %s %s + %s Returns ------- @@ -3254,6 +3261,7 @@ def indexmin(self, axis, out=None, rechunk=True): """ return self._apply_function_on_data_and_remove_axis( np.argmin, axis, out=out, rechunk=rechunk) + indexmin.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) def indexmax(self, axis, out=None, rechunk=True): """Returns a signal with the index of the maximum along an axis. @@ -3262,6 +3270,7 @@ def indexmax(self, axis, out=None, rechunk=True): ---------- axis %s %s + %s Returns ------- @@ -3284,7 +3293,7 @@ def indexmax(self, axis, out=None, rechunk=True): """ return self._apply_function_on_data_and_remove_axis( np.argmax, axis, out=out, rechunk=rechunk) - indexmax.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG) + indexmax.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) def valuemax(self, axis, out=None): """Returns a signal with the value of coordinates of the maximum along an axis. @@ -4225,9 +4234,7 @@ def print_summary_statistics(self, formatter="%.3g", rechunk=True): ---------- formatter : bool Number formatter. - rechunk: bool - Only has effect when operating on lazy signal. If `True` (default), - the data may be automatically rechunked before performing this operation. + %s See Also -------- @@ -4245,6 +4252,7 @@ def print_summary_statistics(self, formatter="%.3g", rechunk=True): print("median:\t" + formatter % _q2) print("Q3:\t" + formatter % _q3) print("max:\t" + formatter % _max) + print_summary_statistics.__doc__ %= (RECHUNK_ARG) def _calculate_summary_statistics(self, **kwargs): data = self.data From 7a5025bf8a4b2df6f766714b611eba4b1bd7adee Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Mon, 2 Jul 2018 17:33:40 +0200 Subject: [PATCH 102/211] Fix some issues and typos --- hyperspy/_signals/lazy.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index 6876e1c6eb..a2d0289c0d 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -185,7 +185,6 @@ def _lazy_data(self, axis=None, rechunk=True, dtype=None): res = self.data if self.data.chunks != new_chunks and rechunk: res = self.data.rechunk(new_chunks) - will be applied to all arrays contained in the signal. else: if isinstance(self.data, np.ma.masked_array): data = np.where(self.data.mask, np.nan, self.data) @@ -196,7 +195,7 @@ def _lazy_data(self, axis=None, rechunk=True, dtype=None): return res def _apply_function_on_data_and_remove_axis(self, function, axes, - out=None, **kwargs): + out=None, rechunk=True): def get_dask_function(numpy_name): # Translate from the default numpy to dask functions translations = {'amax': 'max', 'amin': 'min'} @@ -211,7 +210,7 @@ def get_dask_function(numpy_name): ar_axes = tuple(ax.index_in_array for ax in axes) if len(ar_axes) == 1: ar_axes = ar_axes[0] - current_data = self._lazy_data(axis=axes, kwargs.get("rechunk", True)) + current_data = self._lazy_data(axis=axes, rechunk=rechunk) new_data = function(current_data, axis=ar_axes) if not new_data.ndim: new_data = new_data.reshape((1, )) @@ -844,7 +843,7 @@ def post(a): return np.concatenate(a, axis=1).T target.factors = target.factors * rbH.ravel()[:, np.newaxis] target.loadings = target.loadings * raG.ravel()[:, np.newaxis] - def transpose(self, *args, **kwargs): + def transpose(self, signal_axes=None, navigation_axes=None, optimize=False): res = super().transpose(*args, **kwargs) res._make_lazy(rechunk=kwargs["optimize"]) return res From f457b6e4ba432d8a5c3dd6d931059cc8459c8754 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Mon, 2 Jul 2018 17:33:40 +0200 Subject: [PATCH 103/211] Automatic style corrections courtesy of autopep8 --- hyperspy/_signals/lazy.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index a2d0289c0d..24c223f1d8 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -843,9 +843,13 @@ def post(a): return np.concatenate(a, axis=1).T target.factors = target.factors * rbH.ravel()[:, np.newaxis] target.loadings = target.loadings * raG.ravel()[:, np.newaxis] - def transpose(self, signal_axes=None, navigation_axes=None, optimize=False): - res = super().transpose(*args, **kwargs) - res._make_lazy(rechunk=kwargs["optimize"]) + def transpose(self, signal_axes=None, + navigation_axes=None, optimize=False): + res = super().transpose( + signal_axes=signal_axes, + navigation_axes=navigation_axes, + optimize=False) + res._make_lazy(rechunk=optimize) return res transpose.__doc__ = BaseSignal.transpose.__doc__ From d44af2848b38c75245dfd42d9f4e9a4751f47ce8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Mon, 2 Jul 2018 17:47:07 +0200 Subject: [PATCH 104/211] Don't compute chunks unnecessarily --- hyperspy/_signals/lazy.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index 24c223f1d8..5984e7e4e3 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -180,17 +180,19 @@ def change_dtype(self, dtype, rechunk=True): change_dtype.__doc__ = BaseSignal.change_dtype.__doc__ def _lazy_data(self, axis=None, rechunk=True, dtype=None): - new_chunks = self._get_dask_chunks(axis=axis, dtype=dtype) if isinstance(self.data, da.Array): res = self.data - if self.data.chunks != new_chunks and rechunk: + if rechunk: + new_chunks = self._get_dask_chunks(axis=axis, dtype=dtype) + if self.data.chunks != new_chunks: res = self.data.rechunk(new_chunks) else: if isinstance(self.data, np.ma.masked_array): data = np.where(self.data.mask, np.nan, self.data) else: data = self.data - res = da.from_array(data, chunks=new_chunks) + chunks = self._get_dask_chunks(axis=axis, dtype=dtype) + res = da.from_array(data, chunks=chunks) assert isinstance(res, da.Array) return res From 102a97c7dcfd5fc358bfb055a04496742e4b5fb4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Mon, 2 Jul 2018 17:48:29 +0200 Subject: [PATCH 105/211] Remove unnecessary lazy transpose --- hyperspy/_signals/lazy.py | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index 5984e7e4e3..6fa2d7299e 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -845,16 +845,6 @@ def post(a): return np.concatenate(a, axis=1).T target.factors = target.factors * rbH.ravel()[:, np.newaxis] target.loadings = target.loadings * raG.ravel()[:, np.newaxis] - def transpose(self, signal_axes=None, - navigation_axes=None, optimize=False): - res = super().transpose( - signal_axes=signal_axes, - navigation_axes=navigation_axes, - optimize=False) - res._make_lazy(rechunk=optimize) - return res - transpose.__doc__ = BaseSignal.transpose.__doc__ - def _reshuffle_mixed_blocks(array, ndim, sshape, nav_chunks): """Reshuffles dask block-shuffled array From 78c422df24c63bab4bd1b3a6e2d18de50c6ed3b5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Mon, 2 Jul 2018 17:50:27 +0200 Subject: [PATCH 106/211] Fix tab typo --- hyperspy/_signals/lazy.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index 6fa2d7299e..e5127e5405 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -184,8 +184,8 @@ def _lazy_data(self, axis=None, rechunk=True, dtype=None): res = self.data if rechunk: new_chunks = self._get_dask_chunks(axis=axis, dtype=dtype) - if self.data.chunks != new_chunks: - res = self.data.rechunk(new_chunks) + if self.data.chunks != new_chunks: + res = self.data.rechunk(new_chunks) else: if isinstance(self.data, np.ma.masked_array): data = np.where(self.data.mask, np.nan, self.data) From 2577097f8f337da7af0a6b968ea40f8b5fe163f8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Mon, 2 Jul 2018 18:38:11 +0200 Subject: [PATCH 107/211] Add optimize argument to swap_axes and roll_axis --- hyperspy/_signals/lazy.py | 3 --- hyperspy/signal.py | 19 +++++++------ hyperspy/tests/signal/test_tools.py | 42 +++++++++++------------------ 3 files changed, 26 insertions(+), 38 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index e5127e5405..0add1c0638 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -229,9 +229,6 @@ def get_dask_function(numpy_name): s._remove_axis([ax.index_in_axes_manager for ax in axes]) return s - def swap_axes(self, *args): - raise lazyerror - def rebin(self, new_shape=None, scale=None, crop=False, out=None, rechunk=True): factors = self._validate_rebin_args_and_get_factors( diff --git a/hyperspy/signal.py b/hyperspy/signal.py index 846e9667fc..c9777e6377 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2188,12 +2188,13 @@ def crop(self, axis, start=None, end=None): self.squeeze() self.events.data_changed.trigger(obj=self) - def swap_axes(self, axis1, axis2): + def swap_axes(self, axis1, axis2, optimize=False): """Swaps the axes. Parameters ---------- axis1, axis2 %s + %s Returns ------- @@ -2213,12 +2214,13 @@ def swap_axes(self, axis1, axis2): am._axes[axis2] = c1 am._update_attributes() am._update_trait_handlers(remove=False) - s._make_sure_data_is_contiguous() + if optimize: + s._make_sure_data_is_contiguous() return s - swap_axes.__doc__ %= ONE_AXIS_PARAMETER + swap_axes.__doc__ %= (ONE_AXIS_PARAMETER, OPTIMIZE_ARG) - def rollaxis(self, axis, to_axis): + def rollaxis(self, axis, to_axis, optimize=False): """Roll the specified axis backwards, until it lies in a given position. Parameters @@ -2227,6 +2229,7 @@ def rollaxis(self, axis, to_axis): The positions of the other axes do not change relative to one another. to_axis %s The axis is rolled until it lies before this other axis. + %s Returns ------- @@ -2263,10 +2266,11 @@ def rollaxis(self, axis, to_axis): index=axis, to_index=to_index) s.axes_manager._update_attributes() - s._make_sure_data_is_contiguous() + if optimize: + s._make_sure_data_is_contiguous() return s - rollaxis.__doc__ %= (ONE_AXIS_PARAMETER, ONE_AXIS_PARAMETER) + rollaxis.__doc__ %= (ONE_AXIS_PARAMETER, ONE_AXIS_PARAMETER, OPTIMIZE_ARG) @property def _data_aligned_with_axes(self): @@ -4513,8 +4517,7 @@ def add_gaussian_noise(self, std): self.data += noise self.events.data_changed.trigger(obj=self) - def transpose(self, signal_axes=None, - navigation_axes=None, optimize=False): + def transpose(self, signal_axes=None, navigation_axes=None, optimize=False): """Transposes the signal to have the required signal and navigation axes. diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index c235ed79fb..059d3e80e4 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -338,15 +338,20 @@ def test_rebin_const_variance(self): def test_swap_axes_simple(self): s = self.signal if s._lazy: - pytest.skip("LazyS do not support axes swapping") + chunks = s.data.chunks assert s.swap_axes(0, 1).data.shape == (4, 2, 6) assert s.swap_axes(0, 2).axes_manager.shape == (6, 2, 4) - assert s.swap_axes(0, 2).data.flags['C_CONTIGUOUS'] + if not s._lazy: + assert not s.swap_axes(0, 2).data.flags['C_CONTIGUOUS'] + assert s.swap_axes(0, 2, optimize=True).data.flags['C_CONTIGUOUS'] + else: + cks = s.data.chunks + assert s.swap_axes(0, 1).data.chunks == (cks[1], cks[0], cks[2]) + # This data shape does not require rechunking + assert s.swap_axes(0, 1, optimize=True).data.chunks == (cks[1], cks[0], cks[2]) def test_swap_axes_iteration(self): s = self.signal - if s._lazy: - pytest.skip("LazyS do not support axes swapping") s = s.swap_axes(0, 2) assert s.axes_manager._getitem_tuple[:2] == (0, 0) s.axes_manager.indices = (2, 1) @@ -508,31 +513,21 @@ def test_rollaxis_str(self): assert self.s.rollaxis("z", "x").data.shape == (4, 3, 5, 6) def test_unfold_spectrum(self): - if self.s._lazy: - pytest.skip("LazyS do not support folding") self.s.unfold() assert self.s.data.shape == (60, 6) def test_unfold_spectrum_returns_true(self): - if self.s._lazy: - pytest.skip("LazyS do not support folding") assert self.s.unfold() def test_unfold_spectrum_signal_returns_false(self): - if self.s._lazy: - pytest.skip("LazyS do not support folding") assert not self.s.unfold_signal_space() def test_unfold_image(self): - if self.s._lazy: - pytest.skip("LazyS do not support folding") im = self.s.to_signal2D() im.unfold() assert im.data.shape == (30, 12) def test_image_signal_unfolded_deepcopy(self): - if self.s._lazy: - pytest.skip("LazyS do not support folding") im = self.s.to_signal2D() im.unfold() # The following could fail if the constructor was not taking the fact @@ -541,21 +536,15 @@ def test_image_signal_unfolded_deepcopy(self): im.deepcopy() def test_image_signal_unfolded_false(self): - if self.s._lazy: - pytest.skip("LazyS do not support folding") im = self.s.to_signal2D() assert not im.metadata._HyperSpy.Folding.signal_unfolded def test_image_signal_unfolded_true(self): - if self.s._lazy: - pytest.skip("LazyS do not support folding") im = self.s.to_signal2D() im.unfold() assert im.metadata._HyperSpy.Folding.signal_unfolded def test_image_signal_unfolded_back_to_false(self): - if self.s._lazy: - pytest.skip("LazyS do not support folding") im = self.s.to_signal2D() im.unfold() im.fold() @@ -884,7 +873,7 @@ def test_transpose_shortcut(self): def test_optimize(self): if self.s._lazy: - pytest.skip("LazyS do not support optimizations") + pytest.skip("LazyS optimization is tested in test_lazy_tranpose_rechunk") t = self.s.transpose(signal_axes=['f', 'a', 'b'], optimize=False) assert t.data.base is self.s.data @@ -895,12 +884,11 @@ def test_optimize(self): def test_lazy_transpose_rechunks(): ar = da.ones((50, 50, 256, 256), chunks=(5, 5, 256, 256)) s = signals.Signal2D(ar).as_lazy() - s1 = s.T - chunks = s1.data.chunks - assert len(chunks[0]) != 1 - assert len(chunks[1]) != 1 - assert len(chunks[2]) == 1 - assert len(chunks[3]) == 1 + s1 = s.T # By default it does not rechunk + cks = s.data.chunks + assert s1.data.chunks == (cks[2], cks[3], cks[0], cks[1]) + s2 = s.transpose(optimize=True) + assert s2.data.chunks != s1.data.chunks def test_lazy_changetype_rechunk(): From 5dc81ce9d8a5b001dbe27f8f9219e33a87a0e684 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Mon, 2 Jul 2018 18:38:11 +0200 Subject: [PATCH 108/211] Automatic style corrections courtesy of autopep8 --- hyperspy/signal.py | 3 ++- hyperspy/tests/signal/test_tools.py | 11 +++++++---- 2 files changed, 9 insertions(+), 5 deletions(-) diff --git a/hyperspy/signal.py b/hyperspy/signal.py index c9777e6377..fe7deb2ed8 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -4517,7 +4517,8 @@ def add_gaussian_noise(self, std): self.data += noise self.events.data_changed.trigger(obj=self) - def transpose(self, signal_axes=None, navigation_axes=None, optimize=False): + def transpose(self, signal_axes=None, + navigation_axes=None, optimize=False): """Transposes the signal to have the required signal and navigation axes. diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 059d3e80e4..8674f86857 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -348,7 +348,9 @@ def test_swap_axes_simple(self): cks = s.data.chunks assert s.swap_axes(0, 1).data.chunks == (cks[1], cks[0], cks[2]) # This data shape does not require rechunking - assert s.swap_axes(0, 1, optimize=True).data.chunks == (cks[1], cks[0], cks[2]) + assert s.swap_axes( + 0, 1, optimize=True).data.chunks == ( + cks[1], cks[0], cks[2]) def test_swap_axes_iteration(self): s = self.signal @@ -873,7 +875,8 @@ def test_transpose_shortcut(self): def test_optimize(self): if self.s._lazy: - pytest.skip("LazyS optimization is tested in test_lazy_tranpose_rechunk") + pytest.skip( + "LazyS optimization is tested in test_lazy_tranpose_rechunk") t = self.s.transpose(signal_axes=['f', 'a', 'b'], optimize=False) assert t.data.base is self.s.data @@ -884,11 +887,11 @@ def test_optimize(self): def test_lazy_transpose_rechunks(): ar = da.ones((50, 50, 256, 256), chunks=(5, 5, 256, 256)) s = signals.Signal2D(ar).as_lazy() - s1 = s.T # By default it does not rechunk + s1 = s.T # By default it does not rechunk cks = s.data.chunks assert s1.data.chunks == (cks[2], cks[3], cks[0], cks[1]) s2 = s.transpose(optimize=True) - assert s2.data.chunks != s1.data.chunks + assert s2.data.chunks != s1.data.chunks def test_lazy_changetype_rechunk(): From 239ed0038dc099d5d38c65c122445e36158db1de Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Mon, 2 Jul 2018 18:56:32 +0200 Subject: [PATCH 109/211] Add chunking section to UG --- doc/user_guide/big_data.rst | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/doc/user_guide/big_data.rst b/doc/user_guide/big_data.rst index f4193fe520..e706022849 100644 --- a/doc/user_guide/big_data.rst +++ b/doc/user_guide/big_data.rst @@ -106,6 +106,17 @@ Practical tips Despite the limitations detailed below, most HyperSpy operations can be performed lazily. Important points of note are: +Chunking +^^^^^^^^ + +.. versionadded:: 1.3.2 + +By default, HyperSpy tries to optimize the chunking for most operations. However, +it is sometimes possible to manually set a more optimal chunking manually. Therefore, +many operations take a ``rechunk`` or ``optimize`` keyword argument to disable +automatic rechunking. + + Computing lazy signals ^^^^^^^^^^^^^^^^^^^^^^ @@ -139,7 +150,7 @@ once, and only pass it for all other plots. Pay attention to the transpose >>> s >>> # for fastest results, just pick one signal space pixel - >>> nav = s.isig[256, 256].T + >>> nav = s.transpose(optimize=True).inav[256, 256] >>> # Alternatively, sum as per default behaviour >>> nav = s.sum(s.axes_manager.signal_axes).T >>> nav From 5125807dc0db54a512c86e9ccac281fb2f45c5b5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 08:50:38 +0200 Subject: [PATCH 110/211] Leave dask determine the chunking --- hyperspy/_signals/lazy.py | 55 ++++++++++++++++++--------------------- 1 file changed, 26 insertions(+), 29 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index bc5db9604b..f638cb141d 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -180,14 +180,33 @@ def change_dtype(self, dtype): change_dtype.__doc__ = BaseSignal.change_dtype.__doc__ def _lazy_data(self, axis=None, rechunk=True, dtype=None): - new_chunks = self._get_dask_chunks(axis=axis, dtype=dtype) + """Return the data as a dask array, rechunked if necessary. + + Parameters + ---------- + axis: None, DataAxis or tuple of data axes + The data axis that must not be broken into chunks when `rechunk` + is `True`. If None, it defaults to the current signal axes. + rechunk: bool, "dask_auto" + If `True`, it rechunks the data if necessary making sure that the + axes in ``axis`` are not split into chunks. If `False` it does + not rechunk at least the data is not a dask array, in which case + it chunks as if rechunk was `True`. If "dask_auto", rechunk if + necessary using dask's automatic chunk guessing. + + """ + if rechunk == "dask_auto": + new_chunks = "auto" + else: + new_chunks = self._get_dask_chunks(axis=axis, dtype=dtype) if isinstance(self.data, da.Array): res = self.data if self.data.chunks != new_chunks and rechunk: _logger.info( - "Rechunking.\nOriginal chunks: %s\nFinal chunks: %s " % - (self.data.chunks, new_chunks)) + "Rechunking.\nOriginal chunks: %s" % str(self.data.chunks)) res = self.data.rechunk(new_chunks) + _logger.info( + "Final chunks: %s " % str(res.chunks)) else: if isinstance(self.data, np.ma.masked_array): data = np.where(self.data.mask, np.nan, self.data) @@ -213,32 +232,10 @@ def get_dask_function(numpy_name): ar_axes = tuple(ax.index_in_array for ax in axes) if len(ar_axes) == 1: ar_axes = ar_axes[0] - # Optimize chunking for task - - # Find the axes that will not be reduced - nr_axes = [ - axis for axis in self.axes_manager._axes if axis not in axes] - # Find if any of those axes are signal axes - intersection = set(self.axes_manager.signal_axes) & set(nr_axes) - # If any of the non-reduced axes is a signal axis or there a no axes that won't be reduced, - # we set the standard chunking - # for the current signal and navigation axes configuration that, in most situation, - # will lead to no changes in chunking - chunking_axes = [] - if intersection or not nr_axes: - chunking_axes = None - else: - # Only navigation axes will not be reduced. Fit as many as possible in a chunk until - # reaching the reccomended 100MB / chunk value - axes_size = 0 - typesize = self.data.dtype.itemsize / 1e6 # in MB - i = 0 - while axes_size < 100: - chunking_axes.append(nr_axes[i]) - axes_size += chunking_axes[-1].size * typesize - - # Get the (rechunked if needed) data - current_data = self._lazy_data(axis=chunking_axes) + # For reduce operations the actual signal and navigation + # axes configuration does not matter. Hence we leave + # dask guess the chunks + current_data = self._lazy_data(rechunk="dask_auto") # Apply reducing function new_data = function(current_data, axis=ar_axes) if not new_data.ndim: From e3d9b9d3ad5c1310fc0d21ad1e4c3b60a8268e58 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 09:36:57 +0200 Subject: [PATCH 111/211] Add test --- hyperspy/tests/signal/test_tools.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index c235ed79fb..65ea8d7ae2 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -919,6 +919,10 @@ def test_lazy_changetype_rechunk(): chunks_newest = s.data.chunks assert chunks_newest == chunks_new +def test_lazy_reduce_rechunk(): + s = signals.Signal1D(da.ones((10, 100), chunks=(1, 2))).as_lazy() + assert s.sum().data.chunks == ((100,),) # The data has been rechunked + def test_spikes_removal_tool(): s = signals.Signal1D(np.ones((2, 3, 30))) From 698ccd18b03cba0e65bbbfe1af9a15eab347362a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 10:31:18 +0200 Subject: [PATCH 112/211] Add tests --- hyperspy/tests/signal/test_tools.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 21e37fe8ce..f8b3043f37 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -912,7 +912,11 @@ def test_lazy_changetype_rechunk(): def test_lazy_reduce_rechunk(): s = signals.Signal1D(da.ones((10, 100), chunks=(1, 2))).as_lazy() - assert s.sum().data.chunks == ((100,),) # The data has been rechunked + reduce_methods = (s.sum, s.mean, s.max, s.std, s.var, s.nansum, s.nanmax, s.nanmin, + s.nanmean, s.nanstd, s.nanvar, s.indexmin, s.indexmax, ) + for rm in reduce_methods: + assert rm(axis=s.axes_manager.navigation_axes).data.chunks == ((100,),) # The data has been rechunked + assert rm(axis=s.axes_manager.navigation_axes, rechunk=False).data.chunks == ((2,) * 50,) # The data has not been rechunked def test_spikes_removal_tool(): From 4b3e5ab854b7207ae7a5b25e084bf2b2983cd525 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Tue, 3 Jul 2018 10:31:18 +0200 Subject: [PATCH 113/211] Automatic style corrections courtesy of autopep8 --- hyperspy/tests/signal/test_tools.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index f8b3043f37..be860ef0f9 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -910,13 +910,18 @@ def test_lazy_changetype_rechunk(): chunks_newest = s.data.chunks assert chunks_newest == chunks_new + def test_lazy_reduce_rechunk(): s = signals.Signal1D(da.ones((10, 100), chunks=(1, 2))).as_lazy() reduce_methods = (s.sum, s.mean, s.max, s.std, s.var, s.nansum, s.nanmax, s.nanmin, - s.nanmean, s.nanstd, s.nanvar, s.indexmin, s.indexmax, ) + s.nanmean, s.nanstd, s.nanvar, s.indexmin, s.indexmax,) for rm in reduce_methods: - assert rm(axis=s.axes_manager.navigation_axes).data.chunks == ((100,),) # The data has been rechunked - assert rm(axis=s.axes_manager.navigation_axes, rechunk=False).data.chunks == ((2,) * 50,) # The data has not been rechunked + assert rm( + axis=s.axes_manager.navigation_axes).data.chunks == ( + (100,),) # The data has been rechunked + assert rm( + axis=s.axes_manager.navigation_axes, rechunk=False).data.chunks == ( + (2,) * 50,) # The data has not been rechunked def test_spikes_removal_tool(): From 3c891be96930d1258b61ba0fd45d81ac94a23daf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 10:48:58 +0200 Subject: [PATCH 114/211] Add rechunk to valuemin and valuemax too --- hyperspy/_signals/lazy.py | 8 ++++---- hyperspy/tests/signal/test_tools.py | 7 ++++--- 2 files changed, 8 insertions(+), 7 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index 959d9c9cdb..af96a71bac 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -355,8 +355,8 @@ def integrate_simpson(self, axis, out=None, rechunk=True): integrate_simpson.__doc__ = BaseSignal.integrate_simpson.__doc__ - def valuemax(self, axis, out=None): - idx = self.indexmax(axis) + def valuemax(self, axis, out=None, rechunk=True): + idx = self.indexmax(axis, rechunk=rechunk) old_data = idx.data data = old_data.map_blocks( lambda x: self.axes_manager[axis].index2value(x)) @@ -369,8 +369,8 @@ def valuemax(self, axis, out=None): valuemax.__doc__ = BaseSignal.valuemax.__doc__ - def valuemin(self, axis, out=None): - idx = self.indexmin(axis) + def valuemin(self, axis, out=None, rechunk=True): + idx = self.indexmin(axis, rechunk=rechunk) old_data = idx.data data = old_data.map_blocks( lambda x: self.axes_manager[axis].index2value(x)) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index be860ef0f9..7abb64ac69 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -914,13 +914,14 @@ def test_lazy_changetype_rechunk(): def test_lazy_reduce_rechunk(): s = signals.Signal1D(da.ones((10, 100), chunks=(1, 2))).as_lazy() reduce_methods = (s.sum, s.mean, s.max, s.std, s.var, s.nansum, s.nanmax, s.nanmin, - s.nanmean, s.nanstd, s.nanvar, s.indexmin, s.indexmax,) + s.nanmean, s.nanstd, s.nanvar, s.indexmin, s.indexmax, s.valuemax, + s.valuemin) for rm in reduce_methods: assert rm( - axis=s.axes_manager.navigation_axes).data.chunks == ( + axis=0).data.chunks == ( (100,),) # The data has been rechunked assert rm( - axis=s.axes_manager.navigation_axes, rechunk=False).data.chunks == ( + axis=0, rechunk=False).data.chunks == ( (2,) * 50,) # The data has not been rechunked From bd7c58faa5197609698f785e0cc422bad61fd842 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 11:11:34 +0200 Subject: [PATCH 115/211] Update dask requirement, thanks @ericpre! --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 356b4461b6..23c05adb58 100644 --- a/setup.py +++ b/setup.py @@ -58,7 +58,7 @@ 'h5py', 'python-dateutil', 'ipyparallel', - 'dask[array]>=0.14.3', + 'dask[array]>=0.18', 'scikit-image>=0.13', 'pint>0.7', 'statsmodels', From 3ac0103ac9cdb02c88de9ff001bf057a13f5c965 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 11:27:20 +0200 Subject: [PATCH 116/211] Use dask auto rechunking for summary statistics --- hyperspy/_signals/lazy.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index af96a71bac..6827fd79b5 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -433,6 +433,10 @@ def _estimate_poissonian_noise_variance(dc, gain_factor, gain_offset, # _get_signal_signal.__doc__ = BaseSignal._get_signal_signal.__doc__ def _calculate_summary_statistics(self, rechunk=True): + if rechunk is True: + # Use dask auto rechunk instead of HyperSpy's one, what should be + # better for these operations + rechunk = "dask_auto" data = self._lazy_data(rechunk=rechunk) _raveled = data.ravel() _mean, _std, _min, _q1, _q2, _q3, _max = da.compute( From 4d1b8c560a880100db3a7b9d1e1e820ab7c4a0f8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 11:36:12 +0200 Subject: [PATCH 117/211] Remove rechunk argument from integrate_simpson that always requires rechunking --- hyperspy/_signals/lazy.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index 6827fd79b5..7b6c71fb4f 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -329,11 +329,11 @@ def dask_diff(arr, n, axis): diff.__doc__ = BaseSignal.diff.__doc__ - def integrate_simpson(self, axis, out=None, rechunk=True): + def integrate_simpson(self, axis, out=None): axis = self.axes_manager[axis] from scipy import integrate axis = self.axes_manager[axis] - data = self._lazy_data(axis=axis, rechunk=rechunk) + data = self._lazy_data(axis=axis, rechunk=True) new_data = data.map_blocks( integrate.simps, x=axis.axis, From 8f9d0a0784705f9818377bac753860a650d03c61 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 11:49:39 +0200 Subject: [PATCH 118/211] Add diff rechunk test and add rechunk to derivative --- hyperspy/signal.py | 12 +++++++----- hyperspy/tests/signal/test_tools.py | 7 +++++++ 2 files changed, 14 insertions(+), 5 deletions(-) diff --git a/hyperspy/signal.py b/hyperspy/signal.py index fe7deb2ed8..af2ef61774 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -3081,7 +3081,7 @@ def nanvar(self, axis=None, out=None, rechunk=True): np.nanvar, axis, out=out, rechunk=rechunk) nanvar.__doc__ %= (NAN_FUNC.format('var', var.__doc__)) - def diff(self, axis, order=1, out=None): + def diff(self, axis, order=1, out=None, rechunk=True): """Returns a signal with the n-th order discrete difference along given axis. @@ -3091,6 +3091,7 @@ def diff(self, axis, order=1, out=None): order : int the order of the derivative %s + %s See also -------- @@ -3120,9 +3121,9 @@ def diff(self, axis, order=1, out=None): return s else: out.events.data_changed.trigger(obj=out) - diff.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG) + diff.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) - def derivative(self, axis, order=1, out=None): + def derivative(self, axis, order=1, out=None, rechunk=True): """Numerical derivative along the given axis. Currently only the first order finite difference method is implemented. @@ -3135,6 +3136,7 @@ def derivative(self, axis, order=1, out=None): derivative i.e. `order=2` does not use second order finite differences method.) %s + %s Returns ------- @@ -3149,7 +3151,7 @@ def derivative(self, axis, order=1, out=None): """ - der = self.diff(order=order, axis=axis, out=out) + der = self.diff(order=order, axis=axis, out=out, rechunk=rechunk) der = out or der axis = self.axes_manager[axis] der.data /= axis.scale ** order @@ -3157,7 +3159,7 @@ def derivative(self, axis, order=1, out=None): return der else: out.events.data_changed.trigger(obj=out) - derivative.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG) + derivative.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) def integrate_simpson(self, axis, out=None): """Returns a signal with the result of calculating the integral diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 7abb64ac69..b621fe9b9e 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -924,6 +924,13 @@ def test_lazy_reduce_rechunk(): axis=0, rechunk=False).data.chunks == ( (2,) * 50,) # The data has not been rechunked +def test_lazy_diff_rechunk(): + s = signals.Signal1D(da.ones((10, 100), chunks=(1, 2))).as_lazy() + for rm in (s.derivative, s.diff): + assert rm(axis=-1).data.chunks == ((10,), (99,)) # The data has been rechunked + assert rm(axis=-1, rechunk=False).data.chunks == ((1,) * 10, (1,) * 99) # The data has not been rechunked + + def test_spikes_removal_tool(): s = signals.Signal1D(np.ones((2, 3, 30))) From 8f9cd6522f2db1f19814ddeee2e5d22158de267e Mon Sep 17 00:00:00 2001 From: autopep8 Date: Tue, 3 Jul 2018 11:49:39 +0200 Subject: [PATCH 119/211] Automatic style corrections courtesy of autopep8 --- hyperspy/tests/signal/test_tools.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index b621fe9b9e..c3b2fc4ff4 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -924,12 +924,14 @@ def test_lazy_reduce_rechunk(): axis=0, rechunk=False).data.chunks == ( (2,) * 50,) # The data has not been rechunked + def test_lazy_diff_rechunk(): s = signals.Signal1D(da.ones((10, 100), chunks=(1, 2))).as_lazy() for rm in (s.derivative, s.diff): - assert rm(axis=-1).data.chunks == ((10,), (99,)) # The data has been rechunked - assert rm(axis=-1, rechunk=False).data.chunks == ((1,) * 10, (1,) * 99) # The data has not been rechunked - + # The data has been rechunked + assert rm(axis=-1).data.chunks == ((10,), (99,)) + assert rm(axis=-1, rechunk=False).data.chunks == ((1,) * + 10, (1,) * 99) # The data has not been rechunked def test_spikes_removal_tool(): From 69978a3170a76e483d5200dcd2bb327faa1847cd Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 3 Jul 2018 10:50:12 +0100 Subject: [PATCH 120/211] Change logger level from "warning" to "info" when data are made contiguous. --- hyperspy/_signals/lazy.py | 2 +- hyperspy/signal.py | 12 +++++------- 2 files changed, 6 insertions(+), 8 deletions(-) diff --git a/hyperspy/_signals/lazy.py b/hyperspy/_signals/lazy.py index f638cb141d..59a6ac1250 100644 --- a/hyperspy/_signals/lazy.py +++ b/hyperspy/_signals/lazy.py @@ -280,7 +280,7 @@ def rebin(self, new_shape=None, scale=None, crop=False, out=None): def __array__(self, dtype=None): return self.data.__array__(dtype=dtype) - def _make_sure_data_is_contiguous(self, log=None): + def _make_sure_data_is_contiguous(self): self._make_lazy(rechunk=True) def diff(self, axis, order=1, out=None): diff --git a/hyperspy/signal.py b/hyperspy/signal.py index e56d420d12..0b56b7d793 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -2692,13 +2692,11 @@ def fold(self): if isinstance(variance, BaseSignal): variance.fold() - def _make_sure_data_is_contiguous(self, log=None): + def _make_sure_data_is_contiguous(self): if self.data.flags['C_CONTIGUOUS'] is False: - if log: - _logger.warning("{0!r} data is replaced by its optimized copy " - ", see optimize parameter of " - "``Basesignal.transpose`` for more " - "information.".format(self)) + _logger.info("{0!r} data is replaced by its optimized copy, see " + "optimize parameter of ``Basesignal.transpose`` " + "for more information.".format(self)) self.data = np.ascontiguousarray(self.data) def _iterate_signal(self): @@ -4648,7 +4646,7 @@ def transpose(self, signal_axes=None, optimize=optimize) res.metadata.set_item('Signal.Noise_properties.variance', var) if optimize: - res._make_sure_data_is_contiguous(log=True) + res._make_sure_data_is_contiguous() if res.metadata.has_item('Markers'): # The markers might fail if the navigation dimensions are changed # so the safest is simply to not carry them over from the From fb59435ae8d3603ffc71e8b4eb17b4cec496cddf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 11:57:10 +0200 Subject: [PATCH 121/211] Add rebin rechunk test --- hyperspy/tests/signal/test_tools.py | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index c3b2fc4ff4..73617da5c7 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -312,17 +312,16 @@ def test_rebin(self): assert var.data.shape == (1, 2, 6) from hyperspy.misc.array_tools import rebin - if self.signal._lazy: - from distutils.version import LooseVersion - import dask - if LooseVersion(np.__version__) >= "1.12.0" and \ - LooseVersion(dask.__version__) <= "0.13.0": - pytest.skip("Dask not up to date with new numpy") - np.testing.assert_array_equal(rebin(self.signal.data, scale=(2, 2, 1)), var.data) np.testing.assert_array_equal(rebin(self.signal.data, scale=(2, 2, 1)), new_s.data) + if self.signal._lazy: + new_s = self.signal.rebin(scale=(2, 2, 1), rechunk=False) + np.testing.assert_array_equal(rebin(self.signal.data, scale=(2, 2, 1)), + var.data) + np.testing.assert_array_equal(rebin(self.signal.data, scale=(2, 2, 1)), + new_s.data) def test_rebin_no_variance(self): new_s = self.signal.rebin(scale=(2, 2, 1)) From 8c993155cbcc87ff1e53e84df31cff8e100b0930 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Tue, 3 Jul 2018 11:57:10 +0200 Subject: [PATCH 122/211] Automatic style corrections courtesy of autopep8 --- hyperspy/tests/signal/test_tools.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 73617da5c7..00b9a832d9 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -319,9 +319,9 @@ def test_rebin(self): if self.signal._lazy: new_s = self.signal.rebin(scale=(2, 2, 1), rechunk=False) np.testing.assert_array_equal(rebin(self.signal.data, scale=(2, 2, 1)), - var.data) + var.data) np.testing.assert_array_equal(rebin(self.signal.data, scale=(2, 2, 1)), - new_s.data) + new_s.data) def test_rebin_no_variance(self): new_s = self.signal.rebin(scale=(2, 2, 1)) From d44646b22f27d095171e7cb9568fe4104ae5c204 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 11:59:23 +0200 Subject: [PATCH 123/211] Add print_summary_stats rechunk test --- hyperspy/tests/signal/test_tools.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 00b9a832d9..54f273689b 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -605,6 +605,9 @@ def _run_single(self, f, s, kwargs): def test_get_histogram(self): self._run_single(self.s.get_histogram, self.s, {}) + if self.s._lazy: + self._run_single(self.s.get_histogram, self.s, {"rechunk": False}) + def test_sum(self): self._run_single(self.s.sum, self.s, dict(axis=('x', 'z'))) From 1dd24e3a52e329b7a41f7ac182d3c168e71a5bc9 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Tue, 3 Jul 2018 11:59:23 +0200 Subject: [PATCH 124/211] Automatic style corrections courtesy of autopep8 --- hyperspy/tests/signal/test_tools.py | 1 - 1 file changed, 1 deletion(-) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 54f273689b..902cd9ccfc 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -608,7 +608,6 @@ def test_get_histogram(self): if self.s._lazy: self._run_single(self.s.get_histogram, self.s, {"rechunk": False}) - def test_sum(self): self._run_single(self.s.sum, self.s, dict(axis=('x', 'z'))) self._run_single(self.s.sum, self.s.get_current_signal(), From 8af2cda74253a96e05d2491fe23de234b086ed08 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 12:03:09 +0200 Subject: [PATCH 125/211] Add print_summary_stats test --- hyperspy/tests/signal/test_tools.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 902cd9ccfc..5334a7f10a 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -158,6 +158,12 @@ def test_print_summary(self): # Just test if it doesn't raise an exception self.signal._print_summary() + def test_print_summary_statistics(self): + # Just test if it doesn't raise an exception + self.signal.print_summary_statistics() + if self.signal._lazy: + self.signal.print_summary_statistics(rechunk=False) + def test_numpy_unfunc_one_arg_titled(self): self.signal.metadata.General.title = "yes" result = np.exp(self.signal) From e85dbf5c2f275a4984f7e4c2e4db32448af4f397 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 12:15:28 +0200 Subject: [PATCH 126/211] Add dtype rechunk False test --- hyperspy/tests/signal/test_tools.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 5334a7f10a..1e379dde9d 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -917,6 +917,16 @@ def test_lazy_changetype_rechunk(): chunks_newest = s.data.chunks assert chunks_newest == chunks_new +def test_lazy_changetype_rechunk_False(): + ar = da.ones((50, 50, 256, 256), chunks=(5, 5, 256, 256), dtype='uint8') + s = signals.Signal2D(ar).as_lazy() + s._make_lazy(rechunk=True) + assert s.data.dtype is np.dtype('uint8') + chunks_old = s.data.chunks + s.change_dtype('float', rechunk=False) + assert s.data.dtype is np.dtype('float') + assert chunks_old == s.data.chunks + def test_lazy_reduce_rechunk(): s = signals.Signal1D(da.ones((10, 100), chunks=(1, 2))).as_lazy() From 5aee5c7181ad49f36a7dc3a7d79d28689d100f32 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Tue, 3 Jul 2018 12:15:28 +0200 Subject: [PATCH 127/211] Automatic style corrections courtesy of autopep8 --- hyperspy/tests/signal/test_tools.py | 1 + 1 file changed, 1 insertion(+) diff --git a/hyperspy/tests/signal/test_tools.py b/hyperspy/tests/signal/test_tools.py index 1e379dde9d..fb4d8eb6cf 100644 --- a/hyperspy/tests/signal/test_tools.py +++ b/hyperspy/tests/signal/test_tools.py @@ -917,6 +917,7 @@ def test_lazy_changetype_rechunk(): chunks_newest = s.data.chunks assert chunks_newest == chunks_new + def test_lazy_changetype_rechunk_False(): ar = da.ones((50, 50, 256, 256), chunks=(5, 5, 256, 256), dtype='uint8') s = signals.Signal2D(ar).as_lazy() From 46049fad541e12eedf1d689ab52682bc9fd9a795 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 12:22:55 +0200 Subject: [PATCH 128/211] Bump patch version --- hyperspy/Release.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hyperspy/Release.py b/hyperspy/Release.py index b9d12f50cb..110a856837 100644 --- a/hyperspy/Release.py +++ b/hyperspy/Release.py @@ -25,7 +25,7 @@ # When running setup.py the ".dev" string will be replaced (if possible) # by the output of "git describe" if git is available or the git # hash if .git is present. -version = "1.3.1" +version = "1.3.2" description = "Multidimensional data analysis toolbox" license = 'GPL v3' From 62a157b8a884b33571eea74747b5a12d6ac5be1f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 13:11:00 +0200 Subject: [PATCH 129/211] Add rechunk kwarg docstring to some method thanks @ericpre --- hyperspy/signal.py | 17 +++++++++++------ 1 file changed, 11 insertions(+), 6 deletions(-) diff --git a/hyperspy/signal.py b/hyperspy/signal.py index af2ef61774..a4ca3b8256 100644 --- a/hyperspy/signal.py +++ b/hyperspy/signal.py @@ -3301,13 +3301,14 @@ def indexmax(self, axis, out=None, rechunk=True): np.argmax, axis, out=out, rechunk=rechunk) indexmax.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) - def valuemax(self, axis, out=None): + def valuemax(self, axis, out=None, rechunk=True): """Returns a signal with the value of coordinates of the maximum along an axis. Parameters ---------- axis %s %s + %s Returns ------- @@ -3335,15 +3336,16 @@ def valuemax(self, axis, out=None): else: out.data[:] = data out.events.data_changed.trigger(obj=out) - valuemax.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG) + valuemax.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) - def valuemin(self, axis, out=None): + def valuemin(self, axis, out=None, rechunk=True): """Returns a signal with the value of coordinates of the minimum along an axis. Parameters ---------- axis %s %s + %s Returns ------- @@ -3362,7 +3364,7 @@ def valuemin(self, axis, out=None): else: out.data[:] = data out.events.data_changed.trigger(obj=out) - valuemin.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG) + valuemin.__doc__ %= (ONE_AXIS_PARAMETER, OUT_ARG, RECHUNK_ARG) def get_histogram(self, bins='freedman', range_bins=None, out=None, **kwargs): @@ -3384,6 +3386,7 @@ def get_histogram(self, bins='freedman', range_bins=None, out=None, the minimum and maximum range for the histogram. If not specified, it will be (x.min(), x.max()) %s + %s **kwargs other keyword arguments (weight and density) are described in np.histogram(). @@ -3446,7 +3449,7 @@ def get_histogram(self, bins='freedman', range_bins=None, out=None, return hist_spec else: out.events.data_changed.trigger(obj=out) - get_histogram.__doc__ %= OUT_ARG + get_histogram.__doc__ %= (OUT_ARG, RECHUNK_ARG) def map(self, function, show_progressbar=None, @@ -3753,7 +3756,7 @@ def __deepcopy__(self, memo): def deepcopy(self): return copy.deepcopy(self) - def change_dtype(self, dtype): + def change_dtype(self, dtype, rechunk=True): """Change the data type. Parameters @@ -3769,6 +3772,7 @@ def change_dtype(self, dtype): conversion the signal dimension becomes 2. The dtype of images of dtype rgbx8(rgbx16) can only be changed to uint8(uint16) and the signal dimension becomes 1. + %s Examples @@ -3822,6 +3826,7 @@ def change_dtype(self, dtype): else: self.data = self.data.astype(dtype) self._assign_subclass() + change_dtype.__doc__ %= (RECHUNK_ARG) def estimate_poissonian_noise_variance(self, expected_value=None, From 977104a3f9a9e41291898fcf13ecf0d1e4b66daf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 14:22:58 +0200 Subject: [PATCH 130/211] Update CHANGES.rst --- CHANGES.rst | 12 +- doc/api/hyperspy._components.rst | 96 ++++++++-------- doc/api/hyperspy._signals.rst | 60 +++++----- doc/api/hyperspy.datasets.rst | 8 +- doc/api/hyperspy.docstrings.rst | 20 +++- doc/api/hyperspy.drawing._markers.rst | 36 +++--- doc/api/hyperspy.drawing._widgets.rst | 36 +++--- doc/api/hyperspy.drawing.rst | 52 ++++----- doc/api/hyperspy.external.astroML.rst | 12 +- doc/api/hyperspy.external.mpfit.rst | 16 +-- doc/api/hyperspy.external.rst | 8 +- doc/api/hyperspy.io_plugins.rst | 72 ++++++------ doc/api/hyperspy.learn.rst | 24 ++-- doc/api/hyperspy.misc.eds.rst | 12 +- doc/api/hyperspy.misc.eels.rst | 28 ++--- doc/api/hyperspy.misc.holography.rst | 8 +- doc/api/hyperspy.misc.io.rst | 12 +- doc/api/hyperspy.misc.machine_learning.rst | 16 +-- doc/api/hyperspy.misc.rst | 72 ++++++------ doc/api/hyperspy.models.rst | 28 ++--- doc/api/hyperspy.rst | 92 +++++++-------- ...py.samfire_utils.goodness_of_fit_tests.rst | 16 +-- doc/api/hyperspy.samfire_utils.rst | 32 +++--- doc/api/hyperspy.samfire_utils.segmenters.rst | 8 +- doc/api/hyperspy.samfire_utils.weights.rst | 8 +- doc/api/hyperspy.tests.axes.rst | 12 +- doc/api/hyperspy.tests.component.rst | 16 +-- doc/api/hyperspy.tests.datasets.rst | 8 +- doc/api/hyperspy.tests.drawing.rst | 52 ++++++--- doc/api/hyperspy.tests.io.rst | 72 ++++++------ doc/api/hyperspy.tests.misc.rst | 32 +++--- doc/api/hyperspy.tests.model.rst | 64 +++++------ doc/api/hyperspy.tests.mva.rst | 24 ++-- doc/api/hyperspy.tests.rst | 16 +-- doc/api/hyperspy.tests.samfire.rst | 32 +++--- doc/api/hyperspy.tests.signal.rst | 108 ++++++++---------- doc/api/hyperspy.tests.utils.rst | 28 ++--- doc/api/hyperspy.utils.rst | 40 +++---- 38 files changed, 661 insertions(+), 627 deletions(-) diff --git a/CHANGES.rst b/CHANGES.rst index 686cba91f0..cd906595a4 100644 --- a/CHANGES.rst +++ b/CHANGES.rst @@ -8,6 +8,16 @@ We only cover here the main highlights, for a detailed list of all the changes see `the commits in the GITHUB milestones `_. +.. _changes_1.3.2: +v1.3.2 +++++++ + +This is a maintenance release. Follow the following links for details on all +the `bugs fixed +`_ +and `enhancements `_. + + .. _changes_1.3.1: v1.3.1 ++++++ @@ -15,7 +25,7 @@ v1.3.1 This is a maintenance release. Follow the following links for details on all the `bugs fixed `_ -and `enhancements `_. +and `enhancements `_. Starting with this version, the HyperSpy WinPython Bundle distribution is no longer released in sync with HyperSpy. For HyperSpy WinPython Bundle diff --git a/doc/api/hyperspy._components.rst b/doc/api/hyperspy._components.rst index c6097d35e6..e9d3b91f04 100644 --- a/doc/api/hyperspy._components.rst +++ b/doc/api/hyperspy._components.rst @@ -1,187 +1,187 @@ -hyperspy\.\_components package -============================== +hyperspy.\_components package +============================= Submodules ---------- -hyperspy\.\_components\.arctan module -------------------------------------- +hyperspy.\_components.arctan module +----------------------------------- .. automodule:: hyperspy._components.arctan :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.bleasdale module ----------------------------------------- +hyperspy.\_components.bleasdale module +-------------------------------------- .. automodule:: hyperspy._components.bleasdale :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.eels\_cl\_edge module ---------------------------------------------- +hyperspy.\_components.eels\_cl\_edge module +------------------------------------------- .. automodule:: hyperspy._components.eels_cl_edge :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.eels\_double\_power\_law module -------------------------------------------------------- +hyperspy.\_components.eels\_double\_power\_law module +----------------------------------------------------- .. automodule:: hyperspy._components.eels_double_power_law :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.eels\_vignetting module ------------------------------------------------ +hyperspy.\_components.eels\_vignetting module +--------------------------------------------- .. automodule:: hyperspy._components.eels_vignetting :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.error\_function module ----------------------------------------------- +hyperspy.\_components.error\_function module +-------------------------------------------- .. automodule:: hyperspy._components.error_function :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.exponential module ------------------------------------------- +hyperspy.\_components.exponential module +---------------------------------------- .. automodule:: hyperspy._components.exponential :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.expression module ------------------------------------------ +hyperspy.\_components.expression module +--------------------------------------- .. automodule:: hyperspy._components.expression :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.gaussian module ---------------------------------------- +hyperspy.\_components.gaussian module +------------------------------------- .. automodule:: hyperspy._components.gaussian :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.gaussian2d module ------------------------------------------ +hyperspy.\_components.gaussian2d module +--------------------------------------- .. automodule:: hyperspy._components.gaussian2d :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.gaussianhf module ------------------------------------------ +hyperspy.\_components.gaussianhf module +--------------------------------------- .. automodule:: hyperspy._components.gaussianhf :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.heaviside module ----------------------------------------- +hyperspy.\_components.heaviside module +-------------------------------------- .. automodule:: hyperspy._components.heaviside :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.logistic module ---------------------------------------- +hyperspy.\_components.logistic module +------------------------------------- .. automodule:: hyperspy._components.logistic :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.lorentzian module ------------------------------------------ +hyperspy.\_components.lorentzian module +--------------------------------------- .. automodule:: hyperspy._components.lorentzian :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.offset module -------------------------------------- +hyperspy.\_components.offset module +----------------------------------- .. automodule:: hyperspy._components.offset :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.pes\_core\_line\_shape module ------------------------------------------------------ +hyperspy.\_components.pes\_core\_line\_shape module +--------------------------------------------------- .. automodule:: hyperspy._components.pes_core_line_shape :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.pes\_see module ---------------------------------------- +hyperspy.\_components.pes\_see module +------------------------------------- .. automodule:: hyperspy._components.pes_see :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.polynomial module ------------------------------------------ +hyperspy.\_components.polynomial module +--------------------------------------- .. automodule:: hyperspy._components.polynomial :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.power\_law module ------------------------------------------ +hyperspy.\_components.power\_law module +--------------------------------------- .. automodule:: hyperspy._components.power_law :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.rc module ---------------------------------- +hyperspy.\_components.rc module +------------------------------- .. automodule:: hyperspy._components.rc :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.scalable\_fixed\_pattern module -------------------------------------------------------- +hyperspy.\_components.scalable\_fixed\_pattern module +----------------------------------------------------- .. automodule:: hyperspy._components.scalable_fixed_pattern :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.voigt module ------------------------------------- +hyperspy.\_components.voigt module +---------------------------------- .. automodule:: hyperspy._components.voigt :members: :undoc-members: :show-inheritance: -hyperspy\.\_components\.volume\_plasmon\_drude module ------------------------------------------------------ +hyperspy.\_components.volume\_plasmon\_drude module +--------------------------------------------------- .. automodule:: hyperspy._components.volume_plasmon_drude :members: diff --git a/doc/api/hyperspy._signals.rst b/doc/api/hyperspy._signals.rst index e15eba8643..fe1aca32b2 100644 --- a/doc/api/hyperspy._signals.rst +++ b/doc/api/hyperspy._signals.rst @@ -1,115 +1,115 @@ -hyperspy\.\_signals package -=========================== +hyperspy.\_signals package +========================== Submodules ---------- -hyperspy\.\_signals\.common\_signal1d module --------------------------------------------- +hyperspy.\_signals.common\_signal1d module +------------------------------------------ .. automodule:: hyperspy._signals.common_signal1d :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.common\_signal2d module --------------------------------------------- +hyperspy.\_signals.common\_signal2d module +------------------------------------------ .. automodule:: hyperspy._signals.common_signal2d :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.complex\_signal module -------------------------------------------- +hyperspy.\_signals.complex\_signal module +----------------------------------------- .. automodule:: hyperspy._signals.complex_signal :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.complex\_signal1d module ---------------------------------------------- +hyperspy.\_signals.complex\_signal1d module +------------------------------------------- .. automodule:: hyperspy._signals.complex_signal1d :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.complex\_signal2d module ---------------------------------------------- +hyperspy.\_signals.complex\_signal2d module +------------------------------------------- .. automodule:: hyperspy._signals.complex_signal2d :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.dielectric\_function module ------------------------------------------------- +hyperspy.\_signals.dielectric\_function module +---------------------------------------------- .. automodule:: hyperspy._signals.dielectric_function :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.eds module -------------------------------- +hyperspy.\_signals.eds module +----------------------------- .. automodule:: hyperspy._signals.eds :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.eds\_sem module ------------------------------------- +hyperspy.\_signals.eds\_sem module +---------------------------------- .. automodule:: hyperspy._signals.eds_sem :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.eds\_tem module ------------------------------------- +hyperspy.\_signals.eds\_tem module +---------------------------------- .. automodule:: hyperspy._signals.eds_tem :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.eels module --------------------------------- +hyperspy.\_signals.eels module +------------------------------ .. automodule:: hyperspy._signals.eels :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.hologram\_image module -------------------------------------------- +hyperspy.\_signals.hologram\_image module +----------------------------------------- .. automodule:: hyperspy._signals.hologram_image :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.lazy module --------------------------------- +hyperspy.\_signals.lazy module +------------------------------ .. automodule:: hyperspy._signals.lazy :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.signal1d module ------------------------------------- +hyperspy.\_signals.signal1d module +---------------------------------- .. automodule:: hyperspy._signals.signal1d :members: :undoc-members: :show-inheritance: -hyperspy\.\_signals\.signal2d module ------------------------------------- +hyperspy.\_signals.signal2d module +---------------------------------- .. automodule:: hyperspy._signals.signal2d :members: diff --git a/doc/api/hyperspy.datasets.rst b/doc/api/hyperspy.datasets.rst index 420d310dba..86e5207e22 100644 --- a/doc/api/hyperspy.datasets.rst +++ b/doc/api/hyperspy.datasets.rst @@ -1,11 +1,11 @@ -hyperspy\.datasets package -========================== +hyperspy.datasets package +========================= Submodules ---------- -hyperspy\.datasets\.example\_signals module -------------------------------------------- +hyperspy.datasets.example\_signals module +----------------------------------------- .. automodule:: hyperspy.datasets.example_signals :members: diff --git a/doc/api/hyperspy.docstrings.rst b/doc/api/hyperspy.docstrings.rst index 87b8577747..e2d8cf8f3e 100644 --- a/doc/api/hyperspy.docstrings.rst +++ b/doc/api/hyperspy.docstrings.rst @@ -1,25 +1,33 @@ -hyperspy\.docstrings package -============================ +hyperspy.docstrings package +=========================== Submodules ---------- -hyperspy\.docstrings\.plot module ---------------------------------- +hyperspy.docstrings.plot module +------------------------------- .. automodule:: hyperspy.docstrings.plot :members: :undoc-members: :show-inheritance: -hyperspy\.docstrings\.signal module ------------------------------------ +hyperspy.docstrings.signal module +--------------------------------- .. automodule:: hyperspy.docstrings.signal :members: :undoc-members: :show-inheritance: +hyperspy.docstrings.signal1d module +----------------------------------- + +.. automodule:: hyperspy.docstrings.signal1d + :members: + :undoc-members: + :show-inheritance: + Module contents --------------- diff --git a/doc/api/hyperspy.drawing._markers.rst b/doc/api/hyperspy.drawing._markers.rst index 5c6549bad8..13580c14cf 100644 --- a/doc/api/hyperspy.drawing._markers.rst +++ b/doc/api/hyperspy.drawing._markers.rst @@ -1,67 +1,67 @@ -hyperspy\.drawing\.\_markers package -==================================== +hyperspy.drawing.\_markers package +================================== Submodules ---------- -hyperspy\.drawing\.\_markers\.horizontal\_line module ------------------------------------------------------ +hyperspy.drawing.\_markers.horizontal\_line module +-------------------------------------------------- .. automodule:: hyperspy.drawing._markers.horizontal_line :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_markers\.horizontal\_line\_segment module --------------------------------------------------------------- +hyperspy.drawing.\_markers.horizontal\_line\_segment module +----------------------------------------------------------- .. automodule:: hyperspy.drawing._markers.horizontal_line_segment :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_markers\.line\_segment module --------------------------------------------------- +hyperspy.drawing.\_markers.line\_segment module +----------------------------------------------- .. automodule:: hyperspy.drawing._markers.line_segment :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_markers\.point module ------------------------------------------- +hyperspy.drawing.\_markers.point module +--------------------------------------- .. automodule:: hyperspy.drawing._markers.point :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_markers\.rectangle module ----------------------------------------------- +hyperspy.drawing.\_markers.rectangle module +------------------------------------------- .. automodule:: hyperspy.drawing._markers.rectangle :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_markers\.text module ------------------------------------------ +hyperspy.drawing.\_markers.text module +-------------------------------------- .. automodule:: hyperspy.drawing._markers.text :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_markers\.vertical\_line module ---------------------------------------------------- +hyperspy.drawing.\_markers.vertical\_line module +------------------------------------------------ .. automodule:: hyperspy.drawing._markers.vertical_line :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_markers\.vertical\_line\_segment module ------------------------------------------------------------- +hyperspy.drawing.\_markers.vertical\_line\_segment module +--------------------------------------------------------- .. automodule:: hyperspy.drawing._markers.vertical_line_segment :members: diff --git a/doc/api/hyperspy.drawing._widgets.rst b/doc/api/hyperspy.drawing._widgets.rst index 7a096de27c..0856c349bb 100644 --- a/doc/api/hyperspy.drawing._widgets.rst +++ b/doc/api/hyperspy.drawing._widgets.rst @@ -1,67 +1,67 @@ -hyperspy\.drawing\.\_widgets package -==================================== +hyperspy.drawing.\_widgets package +================================== Submodules ---------- -hyperspy\.drawing\.\_widgets\.circle module -------------------------------------------- +hyperspy.drawing.\_widgets.circle module +---------------------------------------- .. automodule:: hyperspy.drawing._widgets.circle :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_widgets\.horizontal\_line module ------------------------------------------------------ +hyperspy.drawing.\_widgets.horizontal\_line module +-------------------------------------------------- .. automodule:: hyperspy.drawing._widgets.horizontal_line :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_widgets\.label module ------------------------------------------- +hyperspy.drawing.\_widgets.label module +--------------------------------------- .. automodule:: hyperspy.drawing._widgets.label :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_widgets\.line2d module -------------------------------------------- +hyperspy.drawing.\_widgets.line2d module +---------------------------------------- .. automodule:: hyperspy.drawing._widgets.line2d :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_widgets\.range module ------------------------------------------- +hyperspy.drawing.\_widgets.range module +--------------------------------------- .. automodule:: hyperspy.drawing._widgets.range :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_widgets\.rectangles module ------------------------------------------------ +hyperspy.drawing.\_widgets.rectangles module +-------------------------------------------- .. automodule:: hyperspy.drawing._widgets.rectangles :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_widgets\.scalebar module ---------------------------------------------- +hyperspy.drawing.\_widgets.scalebar module +------------------------------------------ .. automodule:: hyperspy.drawing._widgets.scalebar :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.\_widgets\.vertical\_line module ---------------------------------------------------- +hyperspy.drawing.\_widgets.vertical\_line module +------------------------------------------------ .. automodule:: hyperspy.drawing._widgets.vertical_line :members: diff --git a/doc/api/hyperspy.drawing.rst b/doc/api/hyperspy.drawing.rst index 0f1cba2cf6..1549573f96 100644 --- a/doc/api/hyperspy.drawing.rst +++ b/doc/api/hyperspy.drawing.rst @@ -1,5 +1,5 @@ -hyperspy\.drawing package -========================= +hyperspy.drawing package +======================== Subpackages ----------- @@ -12,96 +12,96 @@ Subpackages Submodules ---------- -hyperspy\.drawing\.figure module --------------------------------- +hyperspy.drawing.figure module +------------------------------ .. automodule:: hyperspy.drawing.figure :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.image module -------------------------------- +hyperspy.drawing.image module +----------------------------- .. automodule:: hyperspy.drawing.image :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.marker module --------------------------------- +hyperspy.drawing.marker module +------------------------------ .. automodule:: hyperspy.drawing.marker :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.mpl\_he module ---------------------------------- +hyperspy.drawing.mpl\_he module +------------------------------- .. automodule:: hyperspy.drawing.mpl_he :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.mpl\_hie module ----------------------------------- +hyperspy.drawing.mpl\_hie module +-------------------------------- .. automodule:: hyperspy.drawing.mpl_hie :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.mpl\_hse module ----------------------------------- +hyperspy.drawing.mpl\_hse module +-------------------------------- .. automodule:: hyperspy.drawing.mpl_hse :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.signal module --------------------------------- +hyperspy.drawing.signal module +------------------------------ .. automodule:: hyperspy.drawing.signal :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.signal1d module ----------------------------------- +hyperspy.drawing.signal1d module +-------------------------------- .. automodule:: hyperspy.drawing.signal1d :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.tiles module -------------------------------- +hyperspy.drawing.tiles module +----------------------------- .. automodule:: hyperspy.drawing.tiles :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.utils module -------------------------------- +hyperspy.drawing.utils module +----------------------------- .. automodule:: hyperspy.drawing.utils :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.widget module --------------------------------- +hyperspy.drawing.widget module +------------------------------ .. automodule:: hyperspy.drawing.widget :members: :undoc-members: :show-inheritance: -hyperspy\.drawing\.widgets module ---------------------------------- +hyperspy.drawing.widgets module +------------------------------- .. automodule:: hyperspy.drawing.widgets :members: diff --git a/doc/api/hyperspy.external.astroML.rst b/doc/api/hyperspy.external.astroML.rst index 8ee8c7ebb5..18bbdc523b 100644 --- a/doc/api/hyperspy.external.astroML.rst +++ b/doc/api/hyperspy.external.astroML.rst @@ -1,19 +1,19 @@ -hyperspy\.external\.astroML package -=================================== +hyperspy.external.astroML package +================================= Submodules ---------- -hyperspy\.external\.astroML\.bayesian\_blocks module ----------------------------------------------------- +hyperspy.external.astroML.bayesian\_blocks module +------------------------------------------------- .. automodule:: hyperspy.external.astroML.bayesian_blocks :members: :undoc-members: :show-inheritance: -hyperspy\.external\.astroML\.histtools module ---------------------------------------------- +hyperspy.external.astroML.histtools module +------------------------------------------ .. automodule:: hyperspy.external.astroML.histtools :members: diff --git a/doc/api/hyperspy.external.mpfit.rst b/doc/api/hyperspy.external.mpfit.rst index e319806e0f..90c8abcf3d 100644 --- a/doc/api/hyperspy.external.mpfit.rst +++ b/doc/api/hyperspy.external.mpfit.rst @@ -1,27 +1,27 @@ -hyperspy\.external\.mpfit package -================================= +hyperspy.external.mpfit package +=============================== Submodules ---------- -hyperspy\.external\.mpfit\.mpfit module ---------------------------------------- +hyperspy.external.mpfit.mpfit module +------------------------------------ .. automodule:: hyperspy.external.mpfit.mpfit :members: :undoc-members: :show-inheritance: -hyperspy\.external\.mpfit\.mpfitexpr module -------------------------------------------- +hyperspy.external.mpfit.mpfitexpr module +---------------------------------------- .. automodule:: hyperspy.external.mpfit.mpfitexpr :members: :undoc-members: :show-inheritance: -hyperspy\.external\.mpfit\.test\_mpfit module ---------------------------------------------- +hyperspy.external.mpfit.test\_mpfit module +------------------------------------------ .. automodule:: hyperspy.external.mpfit.test_mpfit :members: diff --git a/doc/api/hyperspy.external.rst b/doc/api/hyperspy.external.rst index 3f1508080b..0cd44aea9f 100644 --- a/doc/api/hyperspy.external.rst +++ b/doc/api/hyperspy.external.rst @@ -1,5 +1,5 @@ -hyperspy\.external package -========================== +hyperspy.external package +========================= Subpackages ----------- @@ -12,8 +12,8 @@ Subpackages Submodules ---------- -hyperspy\.external\.progressbar module --------------------------------------- +hyperspy.external.progressbar module +------------------------------------ .. automodule:: hyperspy.external.progressbar :members: diff --git a/doc/api/hyperspy.io_plugins.rst b/doc/api/hyperspy.io_plugins.rst index eb9864e422..608fe4377c 100644 --- a/doc/api/hyperspy.io_plugins.rst +++ b/doc/api/hyperspy.io_plugins.rst @@ -1,139 +1,139 @@ -hyperspy\.io\_plugins package -============================= +hyperspy.io\_plugins package +============================ Submodules ---------- -hyperspy\.io\_plugins\.bcf module ---------------------------------- +hyperspy.io\_plugins.bcf module +------------------------------- .. automodule:: hyperspy.io_plugins.bcf :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.blockfile module ---------------------------------------- +hyperspy.io\_plugins.blockfile module +------------------------------------- .. automodule:: hyperspy.io_plugins.blockfile :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.dens module ----------------------------------- +hyperspy.io\_plugins.dens module +-------------------------------- .. automodule:: hyperspy.io_plugins.dens :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.digital\_micrograph module -------------------------------------------------- +hyperspy.io\_plugins.digital\_micrograph module +----------------------------------------------- .. automodule:: hyperspy.io_plugins.digital_micrograph :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.edax module ----------------------------------- +hyperspy.io\_plugins.edax module +-------------------------------- .. automodule:: hyperspy.io_plugins.edax :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.emd module ---------------------------------- +hyperspy.io\_plugins.emd module +------------------------------- .. automodule:: hyperspy.io_plugins.emd :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.fei module ---------------------------------- +hyperspy.io\_plugins.fei module +------------------------------- .. automodule:: hyperspy.io_plugins.fei :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.hspy module ----------------------------------- +hyperspy.io\_plugins.hspy module +-------------------------------- .. automodule:: hyperspy.io_plugins.hspy :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.image module ------------------------------------ +hyperspy.io\_plugins.image module +--------------------------------- .. automodule:: hyperspy.io_plugins.image :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.mrc module ---------------------------------- +hyperspy.io\_plugins.mrc module +------------------------------- .. automodule:: hyperspy.io_plugins.mrc :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.msa module ---------------------------------- +hyperspy.io\_plugins.msa module +------------------------------- .. automodule:: hyperspy.io_plugins.msa :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.netcdf module ------------------------------------- +hyperspy.io\_plugins.netcdf module +---------------------------------- .. automodule:: hyperspy.io_plugins.netcdf :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.protochips module ----------------------------------------- +hyperspy.io\_plugins.protochips module +-------------------------------------- .. automodule:: hyperspy.io_plugins.protochips :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.ripple module ------------------------------------- +hyperspy.io\_plugins.ripple module +---------------------------------- .. automodule:: hyperspy.io_plugins.ripple :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.semper\_unf module ------------------------------------------ +hyperspy.io\_plugins.semper\_unf module +--------------------------------------- .. automodule:: hyperspy.io_plugins.semper_unf :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.tiff module ----------------------------------- +hyperspy.io\_plugins.tiff module +-------------------------------- .. automodule:: hyperspy.io_plugins.tiff :members: :undoc-members: :show-inheritance: -hyperspy\.io\_plugins\.unbcf\_fast module ------------------------------------------ +hyperspy.io\_plugins.unbcf\_fast module +--------------------------------------- .. automodule:: hyperspy.io_plugins.unbcf_fast :members: diff --git a/doc/api/hyperspy.learn.rst b/doc/api/hyperspy.learn.rst index 4e35f10a6d..41199f7663 100644 --- a/doc/api/hyperspy.learn.rst +++ b/doc/api/hyperspy.learn.rst @@ -1,43 +1,43 @@ -hyperspy\.learn package -======================= +hyperspy.learn package +====================== Submodules ---------- -hyperspy\.learn\.mlpca module ------------------------------ +hyperspy.learn.mlpca module +--------------------------- .. automodule:: hyperspy.learn.mlpca :members: :undoc-members: :show-inheritance: -hyperspy\.learn\.mva module ---------------------------- +hyperspy.learn.mva module +------------------------- .. automodule:: hyperspy.learn.mva :members: :undoc-members: :show-inheritance: -hyperspy\.learn\.onmf module ----------------------------- +hyperspy.learn.onmf module +-------------------------- .. automodule:: hyperspy.learn.onmf :members: :undoc-members: :show-inheritance: -hyperspy\.learn\.rpca module ----------------------------- +hyperspy.learn.rpca module +-------------------------- .. automodule:: hyperspy.learn.rpca :members: :undoc-members: :show-inheritance: -hyperspy\.learn\.svd\_pca module --------------------------------- +hyperspy.learn.svd\_pca module +------------------------------ .. automodule:: hyperspy.learn.svd_pca :members: diff --git a/doc/api/hyperspy.misc.eds.rst b/doc/api/hyperspy.misc.eds.rst index a03988231a..b4329eb20b 100644 --- a/doc/api/hyperspy.misc.eds.rst +++ b/doc/api/hyperspy.misc.eds.rst @@ -1,19 +1,19 @@ -hyperspy\.misc\.eds package -=========================== +hyperspy.misc.eds package +========================= Submodules ---------- -hyperspy\.misc\.eds\.ffast\_mac module --------------------------------------- +hyperspy.misc.eds.ffast\_mac module +----------------------------------- .. automodule:: hyperspy.misc.eds.ffast_mac :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.eds\.utils module ---------------------------------- +hyperspy.misc.eds.utils module +------------------------------ .. automodule:: hyperspy.misc.eds.utils :members: diff --git a/doc/api/hyperspy.misc.eels.rst b/doc/api/hyperspy.misc.eels.rst index c54169c3d3..ae428b2c3b 100644 --- a/doc/api/hyperspy.misc.eels.rst +++ b/doc/api/hyperspy.misc.eels.rst @@ -1,51 +1,51 @@ -hyperspy\.misc\.eels package -============================ +hyperspy.misc.eels package +========================== Submodules ---------- -hyperspy\.misc\.eels\.base\_gos module --------------------------------------- +hyperspy.misc.eels.base\_gos module +----------------------------------- .. automodule:: hyperspy.misc.eels.base_gos :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.eels\.eelsdb module ------------------------------------ +hyperspy.misc.eels.eelsdb module +-------------------------------- .. automodule:: hyperspy.misc.eels.eelsdb :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.eels\.effective\_angle module ---------------------------------------------- +hyperspy.misc.eels.effective\_angle module +------------------------------------------ .. automodule:: hyperspy.misc.eels.effective_angle :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.eels\.hartree\_slater\_gos module -------------------------------------------------- +hyperspy.misc.eels.hartree\_slater\_gos module +---------------------------------------------- .. automodule:: hyperspy.misc.eels.hartree_slater_gos :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.eels\.hydrogenic\_gos module --------------------------------------------- +hyperspy.misc.eels.hydrogenic\_gos module +----------------------------------------- .. automodule:: hyperspy.misc.eels.hydrogenic_gos :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.eels\.tools module ----------------------------------- +hyperspy.misc.eels.tools module +------------------------------- .. automodule:: hyperspy.misc.eels.tools :members: diff --git a/doc/api/hyperspy.misc.holography.rst b/doc/api/hyperspy.misc.holography.rst index b7d75af806..3aaee10114 100644 --- a/doc/api/hyperspy.misc.holography.rst +++ b/doc/api/hyperspy.misc.holography.rst @@ -1,11 +1,11 @@ -hyperspy\.misc\.holography package -================================== +hyperspy.misc.holography package +================================ Submodules ---------- -hyperspy\.misc\.holography\.reconstruct module ----------------------------------------------- +hyperspy.misc.holography.reconstruct module +------------------------------------------- .. automodule:: hyperspy.misc.holography.reconstruct :members: diff --git a/doc/api/hyperspy.misc.io.rst b/doc/api/hyperspy.misc.io.rst index c368b511d0..0bd0fc63a7 100644 --- a/doc/api/hyperspy.misc.io.rst +++ b/doc/api/hyperspy.misc.io.rst @@ -1,19 +1,19 @@ -hyperspy\.misc\.io package -========================== +hyperspy.misc.io package +======================== Submodules ---------- -hyperspy\.misc\.io\.tools module --------------------------------- +hyperspy.misc.io.tools module +----------------------------- .. automodule:: hyperspy.misc.io.tools :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.io\.utils\_readfile module ------------------------------------------- +hyperspy.misc.io.utils\_readfile module +--------------------------------------- .. automodule:: hyperspy.misc.io.utils_readfile :members: diff --git a/doc/api/hyperspy.misc.machine_learning.rst b/doc/api/hyperspy.misc.machine_learning.rst index d7846761db..7560c72d16 100644 --- a/doc/api/hyperspy.misc.machine_learning.rst +++ b/doc/api/hyperspy.misc.machine_learning.rst @@ -1,27 +1,27 @@ -hyperspy\.misc\.machine\_learning package -========================================= +hyperspy.misc.machine\_learning package +======================================= Submodules ---------- -hyperspy\.misc\.machine\_learning\.import\_sklearn module ---------------------------------------------------------- +hyperspy.misc.machine\_learning.import\_sklearn module +------------------------------------------------------ .. automodule:: hyperspy.misc.machine_learning.import_sklearn :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.machine\_learning\.orthomax module --------------------------------------------------- +hyperspy.misc.machine\_learning.orthomax module +----------------------------------------------- .. automodule:: hyperspy.misc.machine_learning.orthomax :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.machine\_learning\.tools module ------------------------------------------------ +hyperspy.misc.machine\_learning.tools module +-------------------------------------------- .. automodule:: hyperspy.misc.machine_learning.tools :members: diff --git a/doc/api/hyperspy.misc.rst b/doc/api/hyperspy.misc.rst index 3360d10d17..495c3a4da3 100644 --- a/doc/api/hyperspy.misc.rst +++ b/doc/api/hyperspy.misc.rst @@ -1,5 +1,5 @@ -hyperspy\.misc package -====================== +hyperspy.misc package +===================== Subpackages ----------- @@ -15,136 +15,136 @@ Subpackages Submodules ---------- -hyperspy\.misc\.array\_tools module ------------------------------------ +hyperspy.misc.array\_tools module +--------------------------------- .. automodule:: hyperspy.misc.array_tools :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.config\_dir module ----------------------------------- +hyperspy.misc.config\_dir module +-------------------------------- .. automodule:: hyperspy.misc.config_dir :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.date\_time\_tools module ----------------------------------------- +hyperspy.misc.date\_time\_tools module +-------------------------------------- .. automodule:: hyperspy.misc.date_time_tools :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.elements module -------------------------------- +hyperspy.misc.elements module +----------------------------- .. automodule:: hyperspy.misc.elements :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.example\_signals\_loading module ------------------------------------------------- +hyperspy.misc.example\_signals\_loading module +---------------------------------------------- .. automodule:: hyperspy.misc.example_signals_loading :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.export\_dictionary module ------------------------------------------ +hyperspy.misc.export\_dictionary module +--------------------------------------- .. automodule:: hyperspy.misc.export_dictionary :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.ipython\_tools module -------------------------------------- +hyperspy.misc.ipython\_tools module +----------------------------------- .. automodule:: hyperspy.misc.ipython_tools :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.material module -------------------------------- +hyperspy.misc.material module +----------------------------- .. automodule:: hyperspy.misc.material :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.math\_tools module ----------------------------------- +hyperspy.misc.math\_tools module +-------------------------------- .. automodule:: hyperspy.misc.math_tools :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.physical\_constants module ------------------------------------------- +hyperspy.misc.physical\_constants module +---------------------------------------- .. automodule:: hyperspy.misc.physical_constants :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.physics\_tools module -------------------------------------- +hyperspy.misc.physics\_tools module +----------------------------------- .. automodule:: hyperspy.misc.physics_tools :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.rgb\_tools module ---------------------------------- +hyperspy.misc.rgb\_tools module +------------------------------- .. automodule:: hyperspy.misc.rgb_tools :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.signal\_tools module ------------------------------------- +hyperspy.misc.signal\_tools module +---------------------------------- .. automodule:: hyperspy.misc.signal_tools :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.slicing module ------------------------------- +hyperspy.misc.slicing module +---------------------------- .. automodule:: hyperspy.misc.slicing :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.test\_utils module ----------------------------------- +hyperspy.misc.test\_utils module +-------------------------------- .. automodule:: hyperspy.misc.test_utils :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.tv\_denoise module ----------------------------------- +hyperspy.misc.tv\_denoise module +-------------------------------- .. automodule:: hyperspy.misc.tv_denoise :members: :undoc-members: :show-inheritance: -hyperspy\.misc\.utils module ----------------------------- +hyperspy.misc.utils module +-------------------------- .. automodule:: hyperspy.misc.utils :members: diff --git a/doc/api/hyperspy.models.rst b/doc/api/hyperspy.models.rst index 1d26905f46..250634da22 100644 --- a/doc/api/hyperspy.models.rst +++ b/doc/api/hyperspy.models.rst @@ -1,51 +1,51 @@ -hyperspy\.models package -======================== +hyperspy.models package +======================= Submodules ---------- -hyperspy\.models\.edsmodel module ---------------------------------- +hyperspy.models.edsmodel module +------------------------------- .. automodule:: hyperspy.models.edsmodel :members: :undoc-members: :show-inheritance: -hyperspy\.models\.edssemmodel module ------------------------------------- +hyperspy.models.edssemmodel module +---------------------------------- .. automodule:: hyperspy.models.edssemmodel :members: :undoc-members: :show-inheritance: -hyperspy\.models\.edstemmodel module ------------------------------------- +hyperspy.models.edstemmodel module +---------------------------------- .. automodule:: hyperspy.models.edstemmodel :members: :undoc-members: :show-inheritance: -hyperspy\.models\.eelsmodel module ----------------------------------- +hyperspy.models.eelsmodel module +-------------------------------- .. automodule:: hyperspy.models.eelsmodel :members: :undoc-members: :show-inheritance: -hyperspy\.models\.model1d module --------------------------------- +hyperspy.models.model1d module +------------------------------ .. automodule:: hyperspy.models.model1d :members: :undoc-members: :show-inheritance: -hyperspy\.models\.model2d module --------------------------------- +hyperspy.models.model2d module +------------------------------ .. automodule:: hyperspy.models.model2d :members: diff --git a/doc/api/hyperspy.rst b/doc/api/hyperspy.rst index 2cd0f9b1d0..251db25e2e 100644 --- a/doc/api/hyperspy.rst +++ b/doc/api/hyperspy.rst @@ -23,184 +23,184 @@ Subpackages Submodules ---------- -hyperspy\.Release module ------------------------- +hyperspy.Release module +----------------------- .. automodule:: hyperspy.Release :members: :undoc-members: :show-inheritance: -hyperspy\.\_lazy\_signals module --------------------------------- +hyperspy.\_lazy\_signals module +------------------------------- .. automodule:: hyperspy._lazy_signals :members: :undoc-members: :show-inheritance: -hyperspy\.api module --------------------- +hyperspy.api module +------------------- .. automodule:: hyperspy.api :members: :undoc-members: :show-inheritance: -hyperspy\.api\_nogui module ---------------------------- +hyperspy.api\_nogui module +-------------------------- .. automodule:: hyperspy.api_nogui :members: :undoc-members: :show-inheritance: -hyperspy\.axes module ---------------------- +hyperspy.axes module +-------------------- .. automodule:: hyperspy.axes :members: :undoc-members: :show-inheritance: -hyperspy\.component module --------------------------- +hyperspy.component module +------------------------- .. automodule:: hyperspy.component :members: :undoc-members: :show-inheritance: -hyperspy\.components1d module ------------------------------ +hyperspy.components1d module +---------------------------- .. automodule:: hyperspy.components1d :members: :undoc-members: :show-inheritance: -hyperspy\.components2d module ------------------------------ +hyperspy.components2d module +---------------------------- .. automodule:: hyperspy.components2d :members: :undoc-members: :show-inheritance: -hyperspy\.conftest module -------------------------- +hyperspy.conftest module +------------------------ .. automodule:: hyperspy.conftest :members: :undoc-members: :show-inheritance: -hyperspy\.decorators module ---------------------------- +hyperspy.decorators module +-------------------------- .. automodule:: hyperspy.decorators :members: :undoc-members: :show-inheritance: -hyperspy\.defaults\_parser module ---------------------------------- +hyperspy.defaults\_parser module +-------------------------------- .. automodule:: hyperspy.defaults_parser :members: :undoc-members: :show-inheritance: -hyperspy\.events module ------------------------ +hyperspy.events module +---------------------- .. automodule:: hyperspy.events :members: :undoc-members: :show-inheritance: -hyperspy\.exceptions module ---------------------------- +hyperspy.exceptions module +-------------------------- .. automodule:: hyperspy.exceptions :members: :undoc-members: :show-inheritance: -hyperspy\.interactive module ----------------------------- +hyperspy.interactive module +--------------------------- .. automodule:: hyperspy.interactive :members: :undoc-members: :show-inheritance: -hyperspy\.io module -------------------- +hyperspy.io module +------------------ .. automodule:: hyperspy.io :members: :undoc-members: :show-inheritance: -hyperspy\.logger module ------------------------ +hyperspy.logger module +---------------------- .. automodule:: hyperspy.logger :members: :undoc-members: :show-inheritance: -hyperspy\.model module ----------------------- +hyperspy.model module +--------------------- .. automodule:: hyperspy.model :members: :undoc-members: :show-inheritance: -hyperspy\.roi module --------------------- +hyperspy.roi module +------------------- .. automodule:: hyperspy.roi :members: :undoc-members: :show-inheritance: -hyperspy\.samfire module ------------------------- +hyperspy.samfire module +----------------------- .. automodule:: hyperspy.samfire :members: :undoc-members: :show-inheritance: -hyperspy\.signal module ------------------------ +hyperspy.signal module +---------------------- .. automodule:: hyperspy.signal :members: :undoc-members: :show-inheritance: -hyperspy\.signal\_tools module ------------------------------- +hyperspy.signal\_tools module +----------------------------- .. automodule:: hyperspy.signal_tools :members: :undoc-members: :show-inheritance: -hyperspy\.signals module ------------------------- +hyperspy.signals module +----------------------- .. automodule:: hyperspy.signals :members: :undoc-members: :show-inheritance: -hyperspy\.ui\_registry module ------------------------------ +hyperspy.ui\_registry module +---------------------------- .. automodule:: hyperspy.ui_registry :members: diff --git a/doc/api/hyperspy.samfire_utils.goodness_of_fit_tests.rst b/doc/api/hyperspy.samfire_utils.goodness_of_fit_tests.rst index e48249719b..ec1c265553 100644 --- a/doc/api/hyperspy.samfire_utils.goodness_of_fit_tests.rst +++ b/doc/api/hyperspy.samfire_utils.goodness_of_fit_tests.rst @@ -1,27 +1,27 @@ -hyperspy\.samfire\_utils\.goodness\_of\_fit\_tests package -========================================================== +hyperspy.samfire\_utils.goodness\_of\_fit\_tests package +======================================================== Submodules ---------- -hyperspy\.samfire\_utils\.goodness\_of\_fit\_tests\.information\_theory module ------------------------------------------------------------------------------- +hyperspy.samfire\_utils.goodness\_of\_fit\_tests.information\_theory module +--------------------------------------------------------------------------- .. automodule:: hyperspy.samfire_utils.goodness_of_fit_tests.information_theory :members: :undoc-members: :show-inheritance: -hyperspy\.samfire\_utils\.goodness\_of\_fit\_tests\.red\_chisq module ---------------------------------------------------------------------- +hyperspy.samfire\_utils.goodness\_of\_fit\_tests.red\_chisq module +------------------------------------------------------------------ .. automodule:: hyperspy.samfire_utils.goodness_of_fit_tests.red_chisq :members: :undoc-members: :show-inheritance: -hyperspy\.samfire\_utils\.goodness\_of\_fit\_tests\.test\_general module ------------------------------------------------------------------------- +hyperspy.samfire\_utils.goodness\_of\_fit\_tests.test\_general module +--------------------------------------------------------------------- .. automodule:: hyperspy.samfire_utils.goodness_of_fit_tests.test_general :members: diff --git a/doc/api/hyperspy.samfire_utils.rst b/doc/api/hyperspy.samfire_utils.rst index 69a25b767b..75a9a7091d 100644 --- a/doc/api/hyperspy.samfire_utils.rst +++ b/doc/api/hyperspy.samfire_utils.rst @@ -1,5 +1,5 @@ -hyperspy\.samfire\_utils package -================================ +hyperspy.samfire\_utils package +=============================== Subpackages ----------- @@ -13,56 +13,56 @@ Subpackages Submodules ---------- -hyperspy\.samfire\_utils\.fit\_tests module -------------------------------------------- +hyperspy.samfire\_utils.fit\_tests module +----------------------------------------- .. automodule:: hyperspy.samfire_utils.fit_tests :members: :undoc-members: :show-inheritance: -hyperspy\.samfire\_utils\.global\_strategies module ---------------------------------------------------- +hyperspy.samfire\_utils.global\_strategies module +------------------------------------------------- .. automodule:: hyperspy.samfire_utils.global_strategies :members: :undoc-members: :show-inheritance: -hyperspy\.samfire\_utils\.local\_strategies module --------------------------------------------------- +hyperspy.samfire\_utils.local\_strategies module +------------------------------------------------ .. automodule:: hyperspy.samfire_utils.local_strategies :members: :undoc-members: :show-inheritance: -hyperspy\.samfire\_utils\.samfire\_kernel module ------------------------------------------------- +hyperspy.samfire\_utils.samfire\_kernel module +---------------------------------------------- .. automodule:: hyperspy.samfire_utils.samfire_kernel :members: :undoc-members: :show-inheritance: -hyperspy\.samfire\_utils\.samfire\_pool module ----------------------------------------------- +hyperspy.samfire\_utils.samfire\_pool module +-------------------------------------------- .. automodule:: hyperspy.samfire_utils.samfire_pool :members: :undoc-members: :show-inheritance: -hyperspy\.samfire\_utils\.samfire\_worker module ------------------------------------------------- +hyperspy.samfire\_utils.samfire\_worker module +---------------------------------------------- .. automodule:: hyperspy.samfire_utils.samfire_worker :members: :undoc-members: :show-inheritance: -hyperspy\.samfire\_utils\.strategy module ------------------------------------------ +hyperspy.samfire\_utils.strategy module +--------------------------------------- .. automodule:: hyperspy.samfire_utils.strategy :members: diff --git a/doc/api/hyperspy.samfire_utils.segmenters.rst b/doc/api/hyperspy.samfire_utils.segmenters.rst index 6d9a7409e0..256982e28f 100644 --- a/doc/api/hyperspy.samfire_utils.segmenters.rst +++ b/doc/api/hyperspy.samfire_utils.segmenters.rst @@ -1,11 +1,11 @@ -hyperspy\.samfire\_utils\.segmenters package -============================================ +hyperspy.samfire\_utils.segmenters package +========================================== Submodules ---------- -hyperspy\.samfire\_utils\.segmenters\.histogram module ------------------------------------------------------- +hyperspy.samfire\_utils.segmenters.histogram module +--------------------------------------------------- .. automodule:: hyperspy.samfire_utils.segmenters.histogram :members: diff --git a/doc/api/hyperspy.samfire_utils.weights.rst b/doc/api/hyperspy.samfire_utils.weights.rst index da803d8dd2..75963d9d86 100644 --- a/doc/api/hyperspy.samfire_utils.weights.rst +++ b/doc/api/hyperspy.samfire_utils.weights.rst @@ -1,11 +1,11 @@ -hyperspy\.samfire\_utils\.weights package -========================================= +hyperspy.samfire\_utils.weights package +======================================= Submodules ---------- -hyperspy\.samfire\_utils\.weights\.red\_chisq module ----------------------------------------------------- +hyperspy.samfire\_utils.weights.red\_chisq module +------------------------------------------------- .. automodule:: hyperspy.samfire_utils.weights.red_chisq :members: diff --git a/doc/api/hyperspy.tests.axes.rst b/doc/api/hyperspy.tests.axes.rst index e161fbfd75..4014e89c4f 100644 --- a/doc/api/hyperspy.tests.axes.rst +++ b/doc/api/hyperspy.tests.axes.rst @@ -1,19 +1,19 @@ -hyperspy\.tests\.axes package -============================= +hyperspy.tests.axes package +=========================== Submodules ---------- -hyperspy\.tests\.axes\.test\_axes\_manager module -------------------------------------------------- +hyperspy.tests.axes.test\_axes\_manager module +---------------------------------------------- .. automodule:: hyperspy.tests.axes.test_axes_manager :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.axes\.test\_data\_axis module ----------------------------------------------- +hyperspy.tests.axes.test\_data\_axis module +------------------------------------------- .. automodule:: hyperspy.tests.axes.test_data_axis :members: diff --git a/doc/api/hyperspy.tests.component.rst b/doc/api/hyperspy.tests.component.rst index ee965f3d28..0704370663 100644 --- a/doc/api/hyperspy.tests.component.rst +++ b/doc/api/hyperspy.tests.component.rst @@ -1,27 +1,27 @@ -hyperspy\.tests\.component package -================================== +hyperspy.tests.component package +================================ Submodules ---------- -hyperspy\.tests\.component\.test\_component\_active\_array module ------------------------------------------------------------------ +hyperspy.tests.component.test\_component\_active\_array module +-------------------------------------------------------------- .. automodule:: hyperspy.tests.component.test_component_active_array :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.component\.test\_component\_set\_parameters module -------------------------------------------------------------------- +hyperspy.tests.component.test\_component\_set\_parameters module +---------------------------------------------------------------- .. automodule:: hyperspy.tests.component.test_component_set_parameters :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.component\.test\_gaussianhf module ---------------------------------------------------- +hyperspy.tests.component.test\_gaussianhf module +------------------------------------------------ .. automodule:: hyperspy.tests.component.test_gaussianhf :members: diff --git a/doc/api/hyperspy.tests.datasets.rst b/doc/api/hyperspy.tests.datasets.rst index db08253d48..f08f9306b3 100644 --- a/doc/api/hyperspy.tests.datasets.rst +++ b/doc/api/hyperspy.tests.datasets.rst @@ -1,11 +1,11 @@ -hyperspy\.tests\.datasets package -================================= +hyperspy.tests.datasets package +=============================== Submodules ---------- -hyperspy\.tests\.datasets\.test\_eelsdb module ----------------------------------------------- +hyperspy.tests.datasets.test\_eelsdb module +------------------------------------------- .. automodule:: hyperspy.tests.datasets.test_eelsdb :members: diff --git a/doc/api/hyperspy.tests.drawing.rst b/doc/api/hyperspy.tests.drawing.rst index 1204def46e..cfa1e6de8c 100644 --- a/doc/api/hyperspy.tests.drawing.rst +++ b/doc/api/hyperspy.tests.drawing.rst @@ -1,67 +1,83 @@ -hyperspy\.tests\.drawing package -================================ +hyperspy.tests.drawing package +============================== Submodules ---------- -hyperspy\.tests\.drawing\.test\_figure\_title module ----------------------------------------------------- +hyperspy.tests.drawing.test\_figure\_title module +------------------------------------------------- .. automodule:: hyperspy.tests.drawing.test_figure_title :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.drawing\.test\_mpl\_testing\_setup module ----------------------------------------------------------- +hyperspy.tests.drawing.test\_mpl\_testing\_setup module +------------------------------------------------------- .. automodule:: hyperspy.tests.drawing.test_mpl_testing_setup :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.drawing\.test\_plot\_markers module ----------------------------------------------------- +hyperspy.tests.drawing.test\_plot\_markers module +------------------------------------------------- .. automodule:: hyperspy.tests.drawing.test_plot_markers :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.drawing\.test\_plot\_mva module ------------------------------------------------- +hyperspy.tests.drawing.test\_plot\_model module +----------------------------------------------- + +.. automodule:: hyperspy.tests.drawing.test_plot_model + :members: + :undoc-members: + :show-inheritance: + +hyperspy.tests.drawing.test\_plot\_mva module +--------------------------------------------- .. automodule:: hyperspy.tests.drawing.test_plot_mva :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.drawing\.test\_plot\_signal module ---------------------------------------------------- +hyperspy.tests.drawing.test\_plot\_signal module +------------------------------------------------ .. automodule:: hyperspy.tests.drawing.test_plot_signal :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.drawing\.test\_plot\_signal1d module ------------------------------------------------------ +hyperspy.tests.drawing.test\_plot\_signal1d module +-------------------------------------------------- .. automodule:: hyperspy.tests.drawing.test_plot_signal1d :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.drawing\.test\_plot\_signal2d module ------------------------------------------------------ +hyperspy.tests.drawing.test\_plot\_signal2d module +-------------------------------------------------- .. automodule:: hyperspy.tests.drawing.test_plot_signal2d :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.drawing\.test\_utils module --------------------------------------------- +hyperspy.tests.drawing.test\_plot\_widgets module +------------------------------------------------- + +.. automodule:: hyperspy.tests.drawing.test_plot_widgets + :members: + :undoc-members: + :show-inheritance: + +hyperspy.tests.drawing.test\_utils module +----------------------------------------- .. automodule:: hyperspy.tests.drawing.test_utils :members: diff --git a/doc/api/hyperspy.tests.io.rst b/doc/api/hyperspy.tests.io.rst index 57e3da708c..74bf7f0a95 100644 --- a/doc/api/hyperspy.tests.io.rst +++ b/doc/api/hyperspy.tests.io.rst @@ -1,123 +1,131 @@ -hyperspy\.tests\.io package -=========================== +hyperspy.tests.io package +========================= Submodules ---------- -hyperspy\.tests\.io\.generate\_dm\_testing\_files module --------------------------------------------------------- +hyperspy.tests.io.generate\_dm\_testing\_files module +----------------------------------------------------- .. automodule:: hyperspy.tests.io.generate_dm_testing_files :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_bcf module -------------------------------------- +hyperspy.tests.io.test\_bcf module +---------------------------------- .. automodule:: hyperspy.tests.io.test_bcf :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_blockfile module -------------------------------------------- +hyperspy.tests.io.test\_blockfile module +---------------------------------------- .. automodule:: hyperspy.tests.io.test_blockfile :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_dens module --------------------------------------- +hyperspy.tests.io.test\_dens module +----------------------------------- .. automodule:: hyperspy.tests.io.test_dens :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_dm3 module -------------------------------------- +hyperspy.tests.io.test\_dm3 module +---------------------------------- .. automodule:: hyperspy.tests.io.test_dm3 :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_dm\_stackbuilder\_plugin module ----------------------------------------------------------- +hyperspy.tests.io.test\_dm\_stackbuilder\_plugin module +------------------------------------------------------- .. automodule:: hyperspy.tests.io.test_dm_stackbuilder_plugin :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_edax module --------------------------------------- +hyperspy.tests.io.test\_edax module +----------------------------------- .. automodule:: hyperspy.tests.io.test_edax :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_emd module -------------------------------------- +hyperspy.tests.io.test\_emd module +---------------------------------- .. automodule:: hyperspy.tests.io.test_emd :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_fei module -------------------------------------- +hyperspy.tests.io.test\_fei module +---------------------------------- .. automodule:: hyperspy.tests.io.test_fei :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_hdf5 module --------------------------------------- +hyperspy.tests.io.test\_hdf5 module +----------------------------------- .. automodule:: hyperspy.tests.io.test_hdf5 :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_msa module -------------------------------------- +hyperspy.tests.io.test\_io module +--------------------------------- + +.. automodule:: hyperspy.tests.io.test_io + :members: + :undoc-members: + :show-inheritance: + +hyperspy.tests.io.test\_msa module +---------------------------------- .. automodule:: hyperspy.tests.io.test_msa :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_protochips module --------------------------------------------- +hyperspy.tests.io.test\_protochips module +----------------------------------------- .. automodule:: hyperspy.tests.io.test_protochips :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_ripple module ----------------------------------------- +hyperspy.tests.io.test\_ripple module +------------------------------------- .. automodule:: hyperspy.tests.io.test_ripple :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_semper\_unf module ---------------------------------------------- +hyperspy.tests.io.test\_semper\_unf module +------------------------------------------ .. automodule:: hyperspy.tests.io.test_semper_unf :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.io\.test\_tiff module --------------------------------------- +hyperspy.tests.io.test\_tiff module +----------------------------------- .. automodule:: hyperspy.tests.io.test_tiff :members: diff --git a/doc/api/hyperspy.tests.misc.rst b/doc/api/hyperspy.tests.misc.rst index 184ac01539..1a9d8d9a6b 100644 --- a/doc/api/hyperspy.tests.misc.rst +++ b/doc/api/hyperspy.tests.misc.rst @@ -1,59 +1,59 @@ -hyperspy\.tests\.misc package -============================= +hyperspy.tests.misc package +=========================== Submodules ---------- -hyperspy\.tests\.misc\.test\_arraytools module ----------------------------------------------- +hyperspy.tests.misc.test\_arraytools module +------------------------------------------- .. automodule:: hyperspy.tests.misc.test_arraytools :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.misc\.test\_date\_time\_tools module ------------------------------------------------------ +hyperspy.tests.misc.test\_date\_time\_tools module +-------------------------------------------------- .. automodule:: hyperspy.tests.misc.test_date_time_tools :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.misc\.test\_image\_tools module ------------------------------------------------- +hyperspy.tests.misc.test\_image\_tools module +--------------------------------------------- .. automodule:: hyperspy.tests.misc.test_image_tools :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.misc\.test\_math\_tools module ------------------------------------------------ +hyperspy.tests.misc.test\_math\_tools module +-------------------------------------------- .. automodule:: hyperspy.tests.misc.test_math_tools :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.misc\.test\_rgbtools module --------------------------------------------- +hyperspy.tests.misc.test\_rgbtools module +----------------------------------------- .. automodule:: hyperspy.tests.misc.test_rgbtools :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.misc\.test\_test\_utils module ------------------------------------------------ +hyperspy.tests.misc.test\_test\_utils module +-------------------------------------------- .. automodule:: hyperspy.tests.misc.test_test_utils :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.misc\.test\_utils module ------------------------------------------ +hyperspy.tests.misc.test\_utils module +-------------------------------------- .. automodule:: hyperspy.tests.misc.test_utils :members: diff --git a/doc/api/hyperspy.tests.model.rst b/doc/api/hyperspy.tests.model.rst index f7b8b03924..022d10e83b 100644 --- a/doc/api/hyperspy.tests.model.rst +++ b/doc/api/hyperspy.tests.model.rst @@ -1,123 +1,123 @@ -hyperspy\.tests\.model package -============================== +hyperspy.tests.model package +============================ Submodules ---------- -hyperspy\.tests\.model\.test\_chi\_squared module -------------------------------------------------- +hyperspy.tests.model.test\_chi\_squared module +---------------------------------------------- .. automodule:: hyperspy.tests.model.test_chi_squared :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_component module ----------------------------------------------- +hyperspy.tests.model.test\_component module +------------------------------------------- .. automodule:: hyperspy.tests.model.test_component :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_components module ------------------------------------------------ +hyperspy.tests.model.test\_components module +-------------------------------------------- .. automodule:: hyperspy.tests.model.test_components :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_components2D module -------------------------------------------------- +hyperspy.tests.model.test\_components2D module +---------------------------------------------- .. automodule:: hyperspy.tests.model.test_components2D :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_edsmodel module ---------------------------------------------- +hyperspy.tests.model.test\_edsmodel module +------------------------------------------ .. automodule:: hyperspy.tests.model.test_edsmodel :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_eelsmodel module ----------------------------------------------- +hyperspy.tests.model.test\_eelsmodel module +------------------------------------------- .. automodule:: hyperspy.tests.model.test_eelsmodel :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_fancy\_indexing module ----------------------------------------------------- +hyperspy.tests.model.test\_fancy\_indexing module +------------------------------------------------- .. automodule:: hyperspy.tests.model.test_fancy_indexing :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_fit\_component module ---------------------------------------------------- +hyperspy.tests.model.test\_fit\_component module +------------------------------------------------ .. automodule:: hyperspy.tests.model.test_fit_component :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_model module ------------------------------------------- +hyperspy.tests.model.test\_model module +--------------------------------------- .. automodule:: hyperspy.tests.model.test_model :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_model\_as\_dictionary module ----------------------------------------------------------- +hyperspy.tests.model.test\_model\_as\_dictionary module +------------------------------------------------------- .. automodule:: hyperspy.tests.model.test_model_as_dictionary :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_model\_selection\_criteria module ---------------------------------------------------------------- +hyperspy.tests.model.test\_model\_selection\_criteria module +------------------------------------------------------------ .. automodule:: hyperspy.tests.model.test_model_selection_criteria :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_model\_storing module ---------------------------------------------------- +hyperspy.tests.model.test\_model\_storing module +------------------------------------------------ .. automodule:: hyperspy.tests.model.test_model_storing :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_parameter module ----------------------------------------------- +hyperspy.tests.model.test\_parameter module +------------------------------------------- .. automodule:: hyperspy.tests.model.test_parameter :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_set\_parameter\_state module ----------------------------------------------------------- +hyperspy.tests.model.test\_set\_parameter\_state module +------------------------------------------------------- .. automodule:: hyperspy.tests.model.test_set_parameter_state :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.model\.test\_set\_parameter\_value module ----------------------------------------------------------- +hyperspy.tests.model.test\_set\_parameter\_value module +------------------------------------------------------- .. automodule:: hyperspy.tests.model.test_set_parameter_value :members: diff --git a/doc/api/hyperspy.tests.mva.rst b/doc/api/hyperspy.tests.mva.rst index 74428172a4..10836ab6db 100644 --- a/doc/api/hyperspy.tests.mva.rst +++ b/doc/api/hyperspy.tests.mva.rst @@ -1,43 +1,43 @@ -hyperspy\.tests\.mva package -============================ +hyperspy.tests.mva package +========================== Submodules ---------- -hyperspy\.tests\.mva\.test\_bss module --------------------------------------- +hyperspy.tests.mva.test\_bss module +----------------------------------- .. automodule:: hyperspy.tests.mva.test_bss :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.mva\.test\_decomposition module ------------------------------------------------- +hyperspy.tests.mva.test\_decomposition module +--------------------------------------------- .. automodule:: hyperspy.tests.mva.test_decomposition :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.mva\.test\_export module ------------------------------------------ +hyperspy.tests.mva.test\_export module +-------------------------------------- .. automodule:: hyperspy.tests.mva.test_export :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.mva\.test\_onmf module ---------------------------------------- +hyperspy.tests.mva.test\_onmf module +------------------------------------ .. automodule:: hyperspy.tests.mva.test_onmf :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.mva\.test\_rpca module ---------------------------------------- +hyperspy.tests.mva.test\_rpca module +------------------------------------ .. automodule:: hyperspy.tests.mva.test_rpca :members: diff --git a/doc/api/hyperspy.tests.rst b/doc/api/hyperspy.tests.rst index 9158cc6d1f..fc5dbb6f19 100644 --- a/doc/api/hyperspy.tests.rst +++ b/doc/api/hyperspy.tests.rst @@ -1,5 +1,5 @@ -hyperspy\.tests package -======================= +hyperspy.tests package +====================== Subpackages ----------- @@ -21,24 +21,24 @@ Subpackages Submodules ---------- -hyperspy\.tests\.test\_dictionary\_tree\_browser module -------------------------------------------------------- +hyperspy.tests.test\_dictionary\_tree\_browser module +----------------------------------------------------- .. automodule:: hyperspy.tests.test_dictionary_tree_browser :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.test\_events module ------------------------------------- +hyperspy.tests.test\_events module +---------------------------------- .. automodule:: hyperspy.tests.test_events :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.test\_interactive module ------------------------------------------ +hyperspy.tests.test\_interactive module +--------------------------------------- .. automodule:: hyperspy.tests.test_interactive :members: diff --git a/doc/api/hyperspy.tests.samfire.rst b/doc/api/hyperspy.tests.samfire.rst index 103be545c4..aad963ca3e 100644 --- a/doc/api/hyperspy.tests.samfire.rst +++ b/doc/api/hyperspy.tests.samfire.rst @@ -1,59 +1,59 @@ -hyperspy\.tests\.samfire package -================================ +hyperspy.tests.samfire package +============================== Submodules ---------- -hyperspy\.tests\.samfire\.test\_goodness\_of\_fit\_tests module ---------------------------------------------------------------- +hyperspy.tests.samfire.test\_goodness\_of\_fit\_tests module +------------------------------------------------------------ .. automodule:: hyperspy.tests.samfire.test_goodness_of_fit_tests :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.samfire\.test\_histogram\_segmenter module ------------------------------------------------------------ +hyperspy.tests.samfire.test\_histogram\_segmenter module +-------------------------------------------------------- .. automodule:: hyperspy.tests.samfire.test_histogram_segmenter :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.samfire\.test\_red\_chisq\_weight module ---------------------------------------------------------- +hyperspy.tests.samfire.test\_red\_chisq\_weight module +------------------------------------------------------ .. automodule:: hyperspy.tests.samfire.test_red_chisq_weight :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.samfire\.test\_samfire module ----------------------------------------------- +hyperspy.tests.samfire.test\_samfire module +------------------------------------------- .. automodule:: hyperspy.tests.samfire.test_samfire :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.samfire\.test\_strategy module ------------------------------------------------ +hyperspy.tests.samfire.test\_strategy module +-------------------------------------------- .. automodule:: hyperspy.tests.samfire.test_strategy :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.samfire\.test\_strategy\_list module ------------------------------------------------------ +hyperspy.tests.samfire.test\_strategy\_list module +-------------------------------------------------- .. automodule:: hyperspy.tests.samfire.test_strategy_list :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.samfire\.test\_utils module --------------------------------------------- +hyperspy.tests.samfire.test\_utils module +----------------------------------------- .. automodule:: hyperspy.tests.samfire.test_utils :members: diff --git a/doc/api/hyperspy.tests.signal.rst b/doc/api/hyperspy.tests.signal.rst index 95160e6486..b627ee4ace 100644 --- a/doc/api/hyperspy.tests.signal.rst +++ b/doc/api/hyperspy.tests.signal.rst @@ -1,203 +1,195 @@ -hyperspy\.tests\.signal package -=============================== +hyperspy.tests.signal package +============================= Submodules ---------- -hyperspy\.tests\.signal\.test\_1D\_tools module ------------------------------------------------ +hyperspy.tests.signal.test\_1D\_tools module +-------------------------------------------- .. automodule:: hyperspy.tests.signal.test_1D_tools :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_2D\_tools module ------------------------------------------------ +hyperspy.tests.signal.test\_2D\_tools module +-------------------------------------------- .. automodule:: hyperspy.tests.signal.test_2D_tools :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_assign\_subclass module ------------------------------------------------------- +hyperspy.tests.signal.test\_assign\_subclass module +--------------------------------------------------- .. automodule:: hyperspy.tests.signal.test_assign_subclass :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_binned module --------------------------------------------- +hyperspy.tests.signal.test\_binned module +----------------------------------------- .. automodule:: hyperspy.tests.signal.test_binned :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_complex\_signal module ------------------------------------------------------ +hyperspy.tests.signal.test\_complex\_signal module +-------------------------------------------------- .. automodule:: hyperspy.tests.signal.test_complex_signal :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_complex\_signal2d module -------------------------------------------------------- +hyperspy.tests.signal.test\_complex\_signal2d module +---------------------------------------------------- .. automodule:: hyperspy.tests.signal.test_complex_signal2d :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_eds\_sem module ----------------------------------------------- +hyperspy.tests.signal.test\_eds\_sem module +------------------------------------------- .. automodule:: hyperspy.tests.signal.test_eds_sem :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_eds\_tem module ----------------------------------------------- +hyperspy.tests.signal.test\_eds\_tem module +------------------------------------------- .. automodule:: hyperspy.tests.signal.test_eds_tem :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_eels module ------------------------------------------- +hyperspy.tests.signal.test\_eels module +--------------------------------------- .. automodule:: hyperspy.tests.signal.test_eels :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_fancy\_indexing module ------------------------------------------------------ +hyperspy.tests.signal.test\_fancy\_indexing module +-------------------------------------------------- .. automodule:: hyperspy.tests.signal.test_fancy_indexing :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_find\_peaks1D\_ohaver module ------------------------------------------------------------ +hyperspy.tests.signal.test\_find\_peaks1D\_ohaver module +-------------------------------------------------------- .. automodule:: hyperspy.tests.signal.test_find_peaks1D_ohaver :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_folding module ---------------------------------------------- +hyperspy.tests.signal.test\_folding module +------------------------------------------ .. automodule:: hyperspy.tests.signal.test_folding :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_hologram\_image module ------------------------------------------------------ +hyperspy.tests.signal.test\_hologram\_image module +-------------------------------------------------- .. automodule:: hyperspy.tests.signal.test_hologram_image :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_image module -------------------------------------------- +hyperspy.tests.signal.test\_image module +---------------------------------------- .. automodule:: hyperspy.tests.signal.test_image :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_inheritance module -------------------------------------------------- +hyperspy.tests.signal.test\_inheritance module +---------------------------------------------- .. automodule:: hyperspy.tests.signal.test_inheritance :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_integrate\_in\_range module ----------------------------------------------------------- - -.. automodule:: hyperspy.tests.signal.test_integrate_in_range - :members: - :undoc-members: - :show-inheritance: - -hyperspy\.tests\.signal\.test\_kramers\_kronig\_transform module ----------------------------------------------------------------- +hyperspy.tests.signal.test\_kramers\_kronig\_transform module +------------------------------------------------------------- .. automodule:: hyperspy.tests.signal.test_kramers_kronig_transform :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_lazy module ------------------------------------------- +hyperspy.tests.signal.test\_lazy module +--------------------------------------- .. automodule:: hyperspy.tests.signal.test_lazy :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_map\_method module -------------------------------------------------- +hyperspy.tests.signal.test\_map\_method module +---------------------------------------------- .. automodule:: hyperspy.tests.signal.test_map_method :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_remove\_background module --------------------------------------------------------- +hyperspy.tests.signal.test\_remove\_background module +----------------------------------------------------- .. automodule:: hyperspy.tests.signal.test_remove_background :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_rgb module ------------------------------------------ +hyperspy.tests.signal.test\_rgb module +-------------------------------------- .. automodule:: hyperspy.tests.signal.test_rgb :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_signal\_operators module -------------------------------------------------------- +hyperspy.tests.signal.test\_signal\_operators module +---------------------------------------------------- .. automodule:: hyperspy.tests.signal.test_signal_operators :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_signal\_subclass\_conversion module ------------------------------------------------------------------- +hyperspy.tests.signal.test\_signal\_subclass\_conversion module +--------------------------------------------------------------- .. automodule:: hyperspy.tests.signal.test_signal_subclass_conversion :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_spectrum module ----------------------------------------------- +hyperspy.tests.signal.test\_spectrum module +------------------------------------------- .. automodule:: hyperspy.tests.signal.test_spectrum :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.signal\.test\_tools module -------------------------------------------- +hyperspy.tests.signal.test\_tools module +---------------------------------------- .. automodule:: hyperspy.tests.signal.test_tools :members: diff --git a/doc/api/hyperspy.tests.utils.rst b/doc/api/hyperspy.tests.utils.rst index aea70335e9..c6fd7c38e1 100644 --- a/doc/api/hyperspy.tests.utils.rst +++ b/doc/api/hyperspy.tests.utils.rst @@ -1,51 +1,51 @@ -hyperspy\.tests\.utils package -============================== +hyperspy.tests.utils package +============================ Submodules ---------- -hyperspy\.tests\.utils\.test\_attrsetter module ------------------------------------------------ +hyperspy.tests.utils.test\_attrsetter module +-------------------------------------------- .. automodule:: hyperspy.tests.utils.test_attrsetter :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.utils\.test\_eds module ----------------------------------------- +hyperspy.tests.utils.test\_eds module +------------------------------------- .. automodule:: hyperspy.tests.utils.test_eds :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.utils\.test\_material module ---------------------------------------------- +hyperspy.tests.utils.test\_material module +------------------------------------------ .. automodule:: hyperspy.tests.utils.test_material :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.utils\.test\_roi module ----------------------------------------- +hyperspy.tests.utils.test\_roi module +------------------------------------- .. automodule:: hyperspy.tests.utils.test_roi :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.utils\.test\_slugify module --------------------------------------------- +hyperspy.tests.utils.test\_slugify module +----------------------------------------- .. automodule:: hyperspy.tests.utils.test_slugify :members: :undoc-members: :show-inheritance: -hyperspy\.tests\.utils\.test\_stack module ------------------------------------------- +hyperspy.tests.utils.test\_stack module +--------------------------------------- .. automodule:: hyperspy.tests.utils.test_stack :members: diff --git a/doc/api/hyperspy.utils.rst b/doc/api/hyperspy.utils.rst index 5f28c3d3bc..ce7886ed50 100644 --- a/doc/api/hyperspy.utils.rst +++ b/doc/api/hyperspy.utils.rst @@ -1,75 +1,75 @@ -hyperspy\.utils package -======================= +hyperspy.utils package +====================== Submodules ---------- -hyperspy\.utils\.eds module ---------------------------- +hyperspy.utils.eds module +------------------------- .. automodule:: hyperspy.utils.eds :members: :undoc-members: :show-inheritance: -hyperspy\.utils\.markers module -------------------------------- +hyperspy.utils.markers module +----------------------------- .. automodule:: hyperspy.utils.markers :members: :undoc-members: :show-inheritance: -hyperspy\.utils\.material module --------------------------------- +hyperspy.utils.material module +------------------------------ .. automodule:: hyperspy.utils.material :members: :undoc-members: :show-inheritance: -hyperspy\.utils\.model module ------------------------------ +hyperspy.utils.model module +--------------------------- .. automodule:: hyperspy.utils.model :members: :undoc-members: :show-inheritance: -hyperspy\.utils\.model\_selection module ----------------------------------------- +hyperspy.utils.model\_selection module +-------------------------------------- .. automodule:: hyperspy.utils.model_selection :members: :undoc-members: :show-inheritance: -hyperspy\.utils\.parallel\_pool module --------------------------------------- +hyperspy.utils.parallel\_pool module +------------------------------------ .. automodule:: hyperspy.utils.parallel_pool :members: :undoc-members: :show-inheritance: -hyperspy\.utils\.plot module ----------------------------- +hyperspy.utils.plot module +-------------------------- .. automodule:: hyperspy.utils.plot :members: :undoc-members: :show-inheritance: -hyperspy\.utils\.roi module ---------------------------- +hyperspy.utils.roi module +------------------------- .. automodule:: hyperspy.utils.roi :members: :undoc-members: :show-inheritance: -hyperspy\.utils\.samfire module -------------------------------- +hyperspy.utils.samfire module +----------------------------- .. automodule:: hyperspy.utils.samfire :members: From f09f2376ef6ed8d3ab4f593157c823ca8e0e17aa Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 17:08:15 +0200 Subject: [PATCH 131/211] Fix plot_image for single nd image --- hyperspy/drawing/utils.py | 12 ++++-------- .../test_plot_images_single_image.png | Bin 0 -> 20860 bytes .../test_plot_images_single_image_stack.png | Bin 0 -> 20241 bytes hyperspy/tests/drawing/test_plot_signal2d.py | 12 +++++++++++- 4 files changed, 15 insertions(+), 9 deletions(-) create mode 100644 hyperspy/tests/drawing/plot_signal2d/test_plot_images_single_image.png create mode 100644 hyperspy/tests/drawing/plot_signal2d/test_plot_images_single_image_stack.png diff --git a/hyperspy/drawing/utils.py b/hyperspy/drawing/utils.py index c210e732c3..d0be024cc4 100644 --- a/hyperspy/drawing/utils.py +++ b/hyperspy/drawing/utils.py @@ -634,11 +634,7 @@ def _check_arg(arg, default_value, arg_name): elif label is 'auto': # Use some heuristics to try to get base string of similar titles - # in case of single image - if len(images) > 1: - label_list = [x.metadata.General.title for x in images] - else: - label_list = [images.metadata.General.title] + label_list = [x.metadata.General.title for x in images] # Find the shortest common string between the image titles # and pull that out as the base title for the sequence of images @@ -1071,8 +1067,8 @@ def plot_spectra( def _reverse_legend(ax_, legend_loc_): """ - Reverse the ordering of a matplotlib legend (to be more consistent - with the default ordering of plots in the 'cascade' and 'overlap' + Reverse the ordering of a matplotlib legend (to be more consistent + with the default ordering of plots in the 'cascade' and 'overlap' styles 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test_plot_images_single_image(mpl_cleanup): image0 = hs.signals.Signal2D(np.arange(100).reshape(10, 10)) image0.isig[5, 5] = 200 image0.metadata.General.title = 'This is the title from the metadata' ax = hs.plot.plot_images(image0, saturated_pixels=0.1) - return ax[0].figure + return plt.gcf() +@pytest.mark.mpl_image_compare( + baseline_dir=baseline_dir, tolerance=default_tol, style=style_pytest_mpl) +def test_plot_images_single_image_stack(mpl_cleanup): + image0 = hs.signals.Signal2D(np.arange(200).reshape(2, 10, 10)) + image0.isig[5, 5] = 200 + image0.metadata.General.title = 'This is the title from the metadata' + ax = hs.plot.plot_images(image0, saturated_pixels=0.1) + return plt.gcf() @pytest.mark.parametrize("saturated_pixels", [5.0, [0.0, 20.0, 40.0], [10.0, 20.0], [10.0, None, 20.0]]) From 17916c12cfa7f8a25f5effb6ded19734b74fe19d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Tue, 3 Jul 2018 21:02:23 +0200 Subject: [PATCH 132/211] Update DOI --- README.rst | 4 ++-- doc/citing.rst | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/README.rst b/README.rst index 3ffc34ca99..717a6dabe1 100644 --- a/README.rst +++ b/README.rst @@ -49,5 +49,5 @@ Cite |DOI|_ -.. |DOI| image:: https://zenodo.org/badge/doi/10.5281/zenodo.1221347.svg -.. _DOI: https://doi.org/10.5281/zenodo.1221347 +.. |DOI| image:: https://zenodo.org/badge/doi/10.5281/zenodo.1304308.svg +.. _DOI: https://doi.org/10.5281/zenodo.1304308 diff --git a/doc/citing.rst b/doc/citing.rst index 00570d7e3b..04f58131f8 100644 --- a/doc/citing.rst +++ b/doc/citing.rst @@ -6,5 +6,5 @@ If HyperSpy has been significant to a project that leads to an academic publication, please acknowledge that fact by citing the software. Click on the DOI badge below for formatted citation formats. -.. image:: https://zenodo.org/badge/doi/10.5281/zenodo.1221347.svg - :target: https://doi.org/10.5281/zenodo.1221347 +.. image:: https://zenodo.org/badge/doi/10.5281/zenodo.1304308.svg + :target: https://doi.org/10.5281/zenodo.1304308 From 0c0e7300ccf601d9b3ffdc30893aae3b80588ab7 Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Wed, 4 Jul 2018 11:23:42 +0200 Subject: [PATCH 133/211] ENH plot the remainder signal in `remove_background` --- hyperspy/signal_tools.py | 51 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 51 insertions(+) diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index 9758e2e812..5450423e01 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -665,11 +665,15 @@ def __init__(self, signal, background_type='Power Law', polynomial_order=2, self.fast = fast self.show_progressbar = show_progressbar self.bg_line = None + self.rm_line = None def on_disabling_span_selector(self): if self.bg_line is not None: self.bg_line.close() self.bg_line = None + if self.rm_line is not None: + self.rm_line.close() + self.rm_line = None def set_background_estimator(self): if self.background_type == 'Power Law': @@ -713,6 +717,16 @@ def create_background_line(self): self.bg_line.autoscale = False self.bg_line.plot() + self.rm_line = drawing.signal1d.Signal1DLine() + self.rm_line.data_function = self.rm_to_plot + self.rm_line.set_line_properties( + color='green', + type='line', + scaley=False) + self.signal._plot.signal_plot.add_line(self.rm_line) + self.rm_line.autoscale = False + self.rm_line.plot() + def bg_to_plot(self, axes_manager=None, fill_with=np.nan): # First try to update the estimation self.background_estimator.estimate_parameters( @@ -741,6 +755,35 @@ def bg_to_plot(self, axes_manager=None, fill_with=np.nan): to_return *= self.axis.scale return to_return + def rm_to_plot(self, axes_manager=None, fill_with=np.nan): + # First try to update the estimation + self.background_estimator.estimate_parameters( + self.signal, self.ss_left_value, self.ss_right_value, + only_current=True) + + if self.bg_line_range == 'from_left_range': + bg_array = np.zeros(self.axis.axis.shape) + bg_array[:] = fill_with + from_index = self.axis.value2index(self.ss_left_value) + bg_array[from_index:] = self.background_estimator.function( + self.axis.axis[from_index:]) + elif self.bg_line_range == 'full': + bg_array = self.background_estimator.function(self.axis.axis) + elif self.bg_line_range == 'ss_range': + bg_array = np.zeros(self.axis.axis.shape) + bg_array[:] = fill_with + from_index = self.axis.value2index(self.ss_left_value) + to_index = self.axis.value2index(self.ss_right_value) + bg_array[from_index:] = self.background_estimator.function( + self.axis.axis[from_index:to_index]) + + if self.signal.metadata.Signal.binned is True: + bg_array *= self.axis.scale + + to_return = self.signal() - bg_array + + return to_return + def span_selector_changed(self): if self.ss_left_value is np.nan or self.ss_right_value is np.nan or\ self.ss_right_value <= self.ss_left_value: @@ -755,6 +798,14 @@ def span_selector_changed(self): self.create_background_line() else: self.bg_line.update() + if self.rm_line is None and \ + self.background_estimator.estimate_parameters( + self.signal, self.ss_left_value, + self.ss_right_value, + only_current=True) is True: + self.create_background_line() + else: + self.rm_line.update() def apply(self): if self.signal._plot: From c1d077472d5d27db67c96ba505a8ae41464fb3bd Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Wed, 4 Jul 2018 12:05:35 +0200 Subject: [PATCH 134/211] add option to set/unset the plot of the remainder signal --- hyperspy/_signals/signal1d.py | 39 +++++++++++++++++++++-------------- hyperspy/signal_tools.py | 22 ++++++++++++-------- 2 files changed, 36 insertions(+), 25 deletions(-) diff --git a/hyperspy/_signals/signal1d.py b/hyperspy/_signals/signal1d.py index e6e54f9597..723a880d1d 100644 --- a/hyperspy/_signals/signal1d.py +++ b/hyperspy/_signals/signal1d.py @@ -62,19 +62,19 @@ def find_peaks_ohaver(y, x=None, slope_thresh=0., amp_thresh=None, medfilt_radius=5, maxpeakn=30000, peakgroup=10, subchannel=True,): """Find peaks along a 1D line. - + Function to locate the positive peaks in a noisy x-y data set. Detects peaks by looking for downward zero-crossings in the first derivative that exceed 'slope_thresh'. Returns an array containing position, height, and width of each peak. Sorted by position. - 'slope_thresh' and 'amp_thresh', control sensitivity: higher values - will neglect wider peaks (slope) and smaller features (amp), + 'slope_thresh' and 'amp_thresh', control sensitivity: higher values + will neglect wider peaks (slope) and smaller features (amp), respectively. - + Parameters ---------- - + y : array 1D input array, e.g. a spectrum x : array (optional) @@ -93,10 +93,10 @@ def find_peaks_ohaver(y, x=None, slope_thresh=0., amp_thresh=None, if 0, no filter will be applied; default is set to 5. peakgroup : int (optional) - number of points around the "top part" of the peak that - are taken to estimate the peak height; for spikes or - very narrow peaks, keep PeakGroup=1 or 2; for broad or - noisy peaks, make PeakGroup larger to reduce the effect + number of points around the "top part" of the peak that + are taken to estimate the peak height; for spikes or + very narrow peaks, keep PeakGroup=1 or 2; for broad or + noisy peaks, make PeakGroup larger to reduce the effect of noise; default is set to 10. maxpeakn : int (optional) @@ -106,9 +106,9 @@ def find_peaks_ohaver(y, x=None, slope_thresh=0., amp_thresh=None, default is set to True. Returns ------- - P : structured array of shape (npeaks) + P : structured array of shape (npeaks) contains fields: 'position', 'width', and 'height' for each peak. - + Examples -------- >>> x = np.arange(0,50,0.01) @@ -1045,6 +1045,7 @@ def remove_background( background_type='Power Law', polynomial_order=2, fast=True, + plot_remainder=True, show_progressbar=None, display=True, toolkit=None): signal_range = signal_range_from_roi(signal_range) self._check_signal_dimension_equals_one() @@ -1052,6 +1053,7 @@ def remove_background( br = BackgroundRemoval(self, background_type=background_type, polynomial_order=polynomial_order, fast=fast, + plot_remainder=plot_remainder, show_progressbar=show_progressbar) return br.gui(display=display, toolkit=toolkit) else: @@ -1096,6 +1098,11 @@ def remove_background( If False, the signal is fitted using non-linear least squares afterwards.This is slower compared to the estimation but possibly more accurate. + plot_remainder : bool + If True, add a (green) line previewing the remainder signal after + background removal. This preview is obtained from a Fast calculation + so the result may be different if a NLLS calculation is finally + performed. show_progressbar : None or bool If True, display a progress bar. If None the default is set in `preferences`. @@ -1263,12 +1270,12 @@ def find_peaks1D_ohaver(self, xdim=None, slope_thresh=0, amp_thresh=None, peak. 'slope_thresh' and 'amp_thresh', control sensitivity: higher - values will neglect broad peaks (slope) and smaller features (amp), + values will neglect broad peaks (slope) and smaller features (amp), respectively. - peakgroup is the number of points around the top of the peak - that are taken to estimate the peak height. For spikes or very - narrow peaks, keep PeakGroup=1 or 2; for broad or noisy peaks, + peakgroup is the number of points around the top of the peak + that are taken to estimate the peak height. For spikes or very + narrow peaks, keep PeakGroup=1 or 2; for broad or noisy peaks, make PeakGroup larger to reduce the effect of noise. Parameters @@ -1291,7 +1298,7 @@ def find_peaks1D_ohaver(self, xdim=None, slope_thresh=0, amp_thresh=None, default is set to 5. peakgroup : int (optional) - number of points around the "top part" of the peak + number of points around the "top part" of the peak that are taken to estimate the peak height; default is set to 10 diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index 5450423e01..9f45278caa 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -647,6 +647,7 @@ class BackgroundRemoval(SpanSelectorInSignal1D): desc=("Perform a fast (analytic, but possibly less accurate)" " estimation of the background. Otherwise use " "non-linear least squares.")) + background_estimator = t.Instance(Component) bg_line_range = t.Enum('from_left_range', 'full', @@ -655,7 +656,7 @@ class BackgroundRemoval(SpanSelectorInSignal1D): hi = t.Int(0) def __init__(self, signal, background_type='Power Law', polynomial_order=2, - fast=True, show_progressbar=None): + fast=True, plot_remainder=True, show_progressbar=None): super(BackgroundRemoval, self).__init__(signal) # setting the polynomial order will change the backgroud_type to # polynomial, so we set it before setting the background type @@ -663,6 +664,7 @@ def __init__(self, signal, background_type='Power Law', polynomial_order=2, self.background_type = background_type self.set_background_estimator() self.fast = fast + self.plot_remainder = plot_remainder self.show_progressbar = show_progressbar self.bg_line = None self.rm_line = None @@ -717,6 +719,7 @@ def create_background_line(self): self.bg_line.autoscale = False self.bg_line.plot() + def create_remainder_line(self): self.rm_line = drawing.signal1d.Signal1DLine() self.rm_line.data_function = self.rm_to_plot self.rm_line.set_line_properties( @@ -798,14 +801,15 @@ def span_selector_changed(self): self.create_background_line() else: self.bg_line.update() - if self.rm_line is None and \ - self.background_estimator.estimate_parameters( - self.signal, self.ss_left_value, - self.ss_right_value, - only_current=True) is True: - self.create_background_line() - else: - self.rm_line.update() + if self.plot_remainder: + if self.rm_line is None and \ + self.background_estimator.estimate_parameters( + self.signal, self.ss_left_value, + self.ss_right_value, + only_current=True) is True: + self.create_remainder_line() + else: + self.rm_line.update() def apply(self): if self.signal._plot: From 322e502310173750d1f7e36c918ebb8b96fe254f Mon Sep 17 00:00:00 2001 From: AEljarrat Date: Fri, 6 Jul 2018 18:09:08 +0200 Subject: [PATCH 135/211] Faster version, calling `bg_line.get_ydata` to generate `rm_line` --- hyperspy/signal_tools.py | 28 +--------------------------- 1 file changed, 1 insertion(+), 27 deletions(-) diff --git a/hyperspy/signal_tools.py b/hyperspy/signal_tools.py index 69ed865742..1c1ac0b28b 100644 --- a/hyperspy/signal_tools.py +++ b/hyperspy/signal_tools.py @@ -761,33 +761,7 @@ def bg_to_plot(self, axes_manager=None, fill_with=np.nan): return to_return def rm_to_plot(self, axes_manager=None, fill_with=np.nan): - # First try to update the estimation - self.background_estimator.estimate_parameters( - self.signal, self.ss_left_value, self.ss_right_value, - only_current=True) - - if self.bg_line_range == 'from_left_range': - bg_array = np.zeros(self.axis.axis.shape) - bg_array[:] = fill_with - from_index = self.axis.value2index(self.ss_left_value) - bg_array[from_index:] = self.background_estimator.function( - self.axis.axis[from_index:]) - elif self.bg_line_range == 'full': - bg_array = self.background_estimator.function(self.axis.axis) - elif self.bg_line_range == 'ss_range': - bg_array = np.zeros(self.axis.axis.shape) - bg_array[:] = fill_with - from_index = self.axis.value2index(self.ss_left_value) - to_index = self.axis.value2index(self.ss_right_value) - bg_array[from_index:] = self.background_estimator.function( - self.axis.axis[from_index:to_index]) - - if self.signal.metadata.Signal.binned is True: - bg_array *= self.axis.scale - - to_return = self.signal() - bg_array - - return to_return + return self.signal() - self.bg_line.line.get_ydata() def span_selector_changed(self): if self.ss_left_value is np.nan or self.ss_right_value is np.nan or\ From ba29aac2705303cf5b4aec85f9e5ac41ac779543 Mon Sep 17 00:00:00 2001 From: Magnus Nord Date: Fri, 6 Jul 2018 22:42:47 +0200 Subject: [PATCH 136/211] Add add_powerlaw parameter to get_core_loss_eels_signal/model --- hyperspy/datasets/artificial_data.py | 39 ++++++++++++++++--- .../tests/datasets/test_artificial_data.py | 10 ++++- 2 files changed, 41 insertions(+), 8 deletions(-) diff --git a/hyperspy/datasets/artificial_data.py b/hyperspy/datasets/artificial_data.py index 4487de94b0..fa116cb32a 100644 --- a/hyperspy/datasets/artificial_data.py +++ b/hyperspy/datasets/artificial_data.py @@ -44,18 +44,30 @@ def get_low_loss_eels_signal(): return s -def get_core_loss_eels_signal(): +def get_core_loss_eels_signal(add_powerlaw=False): """Get an artificial core loss electron energy loss spectrum. Similar to a Mn-L32 edge from a perovskite oxide. + Parameters + ---------- + add_powerlaw : bool + If True, adds a powerlaw background to the spectrum. + Default False. + Returns ------- artificial_core_loss_signal : HyperSpy EELSSpectrum Example ------- - >>> s = hs.datasets.artificial_data.get_core_loss_eels_signal() + >>> import hs.datasets.artifical_data as ad + >>> s = ad.get_core_loss_eels_signal() + >>> s.plot() + + With the powerlaw background + + >>> s = ad.get_core_loss_eels_signal(add_powerlaw=True) >>> s.plot() See also @@ -77,6 +89,10 @@ def get_core_loss_eels_signal(): data += mn_l2_g.function(x) data += np.random.random(size=len(x))*0.7 + if add_powerlaw: + powerlaw = components1d.PowerLaw(A=10e8, r=3, origin=0) + data += powerlaw.function(x) + s = EELSSpectrum(data) s.axes_manager[0].offset = x[0] s.metadata.General.title = 'Artifical core loss EEL spectrum' @@ -187,18 +203,30 @@ def get_core_loss_eels_line_scan_signal(): return s -def get_core_loss_eels_model(): +def get_core_loss_eels_model(add_powerlaw=False): """Get an artificial core loss electron energy loss model. Similar to a Mn-L32 edge from a perovskite oxide. + Parameters + ---------- + add_powerlaw : bool + If True, adds a powerlaw background to the spectrum. + Default False. + Returns ------- artificial_core_loss_model : HyperSpy EELSModel Example ------- - >>> s = hs.datasets.artificial_data.get_core_loss_eels_model() + >>> import hs.datasets.artifical_data as ad + >>> s = ad.get_core_loss_eels_model() + >>> s.plot() + + With the powerlaw background + + >>> s = ad.get_core_loss_eels_model(add_powerlaw=True) >>> s.plot() See also @@ -207,9 +235,8 @@ def get_core_loss_eels_model(): get_core_loss_eels_signal : get a model instead of a signal """ - s = get_core_loss_eels_signal() + s = get_core_loss_eels_signal(add_powerlaw=add_powerlaw) m = s.create_model(auto_background=False, GOS='hydrogenic') - m.fit() return m diff --git a/hyperspy/tests/datasets/test_artificial_data.py b/hyperspy/tests/datasets/test_artificial_data.py index 52be23296b..e57bb83ca4 100644 --- a/hyperspy/tests/datasets/test_artificial_data.py +++ b/hyperspy/tests/datasets/test_artificial_data.py @@ -7,13 +7,19 @@ def test_get_low_loss_eels_signal(): def test_get_core_loss_eels_signal(): - s = ad.get_core_loss_eels_signal() + s = ad.get_core_loss_eels_signal(add_powerlaw=False) assert s.metadata.Signal.signal_type == 'EELS' + s1 = ad.get_core_loss_eels_signal(add_powerlaw=True) + assert s1.metadata.Signal.signal_type == 'EELS' + assert s1.data.sum() > s.data.sum() def test_get_core_loss_eels_model(): - m = ad.get_core_loss_eels_model() + m = ad.get_core_loss_eels_model(add_powerlaw=False) assert m.signal.metadata.Signal.signal_type == 'EELS' + m1 = ad.get_core_loss_eels_model(add_powerlaw=True) + assert m1.signal.metadata.Signal.signal_type == 'EELS' + assert m1.signal.data.sum() > m.signal.data.sum() def test_get_low_loss_eels_line_scan_signal(): From 7aa9bdd6e54e1ed6493d17511fbc2b9fc6f23e03 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 10 Jul 2018 11:08:33 +0100 Subject: [PATCH 137/211] Check if microscope parameters are missing for EELSModel only when it is necessary, i. e. when adding EELSCLEdge to a model or performing kramers kronig analysis. --- hyperspy/_signals/eels.py | 29 ++++++++++++----------------- hyperspy/models/eelsmodel.py | 12 ++++++------ 2 files changed, 18 insertions(+), 23 deletions(-) diff --git a/hyperspy/_signals/eels.py b/hyperspy/_signals/eels.py index 08fe29af0d..ab91029c3c 100644 --- a/hyperspy/_signals/eels.py +++ b/hyperspy/_signals/eels.py @@ -849,10 +849,13 @@ def deconv_function(signal, kernel=None, '_after_R-L_deconvolution_%iiter' % iterations) return ds - def _are_microscope_parameters_missing(self): - """Check if the EELS parameters necessary to calculate the GOS + def _are_microscope_parameters_missing(self, ignore_parameters=[]): + """ + Check if the EELS parameters necessary to calculate the GOS are defined in metadata. If not, in interactive mode - raises an UI item to fill the values""" + raises an UI item to fill the values. + The `ignore_parameters` list can be to ignore parameters. + """ must_exist = ( 'Acquisition_instrument.TEM.convergence_angle', 'Acquisition_instrument.TEM.beam_energy', @@ -860,7 +863,7 @@ def _are_microscope_parameters_missing(self): missing_parameters = [] for item in must_exist: exists = self.metadata.has_item(item) - if exists is False: + if exists is False and item.split('.')[-1] not in ignore_parameters: missing_parameters.append(item) if missing_parameters: _logger.info("Missing parameters {}".format(missing_parameters)) @@ -1128,19 +1131,11 @@ def kramers_kronig_analysis(self, 'electron mass energy equivalent in MeV') * 1e3 # keV # Mapped parameters - try: - e0 = s.metadata.Acquisition_instrument.TEM.beam_energy - except BaseException: - raise AttributeError("Please define the beam energy." - "You can do this e.g. by using the " - "set_microscope_parameters method") - try: - beta = s.metadata.Acquisition_instrument.TEM.Detector.\ - EELS.collection_angle - except BaseException: - raise AttributeError("Please define the collection semi-angle. " - "You can do this e.g. by using the " - "set_microscope_parameters method") + self._are_microscope_parameters_missing( + ignore_parameters=['convergence_angle']) + e0 = s.metadata.Acquisition_instrument.TEM.beam_energy + beta = s.metadata.Acquisition_instrument.TEM.Detector.EELS.\ + collection_angle axis = s.axes_manager.signal_axes[0] eaxis = axis.axis.copy() diff --git a/hyperspy/models/eelsmodel.py b/hyperspy/models/eelsmodel.py index 2da37ba3e6..2876b7eef0 100644 --- a/hyperspy/models/eelsmodel.py +++ b/hyperspy/models/eelsmodel.py @@ -100,12 +100,6 @@ def signal1D(self): def signal1D(self, value): if isinstance(value, EELSSpectrum): self._signal = value - if self.signal._are_microscope_parameters_missing(): - raise ValueError( - "The required microscope parameters are not defined in " - "the EELS spectrum signal metadata. Use " - "``set_microscope_parameters`` to set them." - ) else: raise ValueError( "This attribute can only contain an EELSSpectrum " @@ -187,6 +181,12 @@ def _add_edges_from_subshells_names(self, e_shells=None): ---------- e_shells : list of strings """ + if self.signal._are_microscope_parameters_missing(): + raise ValueError( + "The required microscope parameters are not defined in " + "the EELS spectrum signal metadata. Use " + "``set_microscope_parameters`` to set them." + ) if e_shells is None: e_shells = list(self.signal.subshells) e_shells.sort() From e0d019f1989bf35eeba6cfd7f5ca10b8a078bf55 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 10 Jul 2018 15:24:54 +0100 Subject: [PATCH 138/211] Add tests for #1994: plot get updated when data is changed. Set matplotlib rcParams "interactive" to False when running the tests. --- hyperspy/conftest.py | 1 + .../test_plot_data_changed_event_1.png | Bin 0 -> 11890 bytes .../test_plot_data_changed_event_2.png | Bin 0 -> 15304 bytes hyperspy/tests/drawing/test_plot_signal.py | 15 +++++++++++++++ 4 files changed, 16 insertions(+) create mode 100644 hyperspy/tests/drawing/plot_signal/test_plot_data_changed_event_1.png create mode 100644 hyperspy/tests/drawing/plot_signal/test_plot_data_changed_event_2.png diff --git a/hyperspy/conftest.py b/hyperspy/conftest.py index 12e84df4c5..3f10a62a7a 100644 --- a/hyperspy/conftest.py +++ b/hyperspy/conftest.py @@ -13,6 +13,7 @@ matplotlib.rcParams['figure.max_open_warning'] = 25 +matplotlib.rcParams['interactive'] = False @pytest.fixture(autouse=True) diff --git a/hyperspy/tests/drawing/plot_signal/test_plot_data_changed_event_1.png b/hyperspy/tests/drawing/plot_signal/test_plot_data_changed_event_1.png new file mode 100644 index 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z)qAh6zoy_t0AfME+5In@Nci$|_M1p*J2o&$Xfq(pbAIiW!#|{P4)CmczduJ8tOh4? z)J9euWb;ja-OB(mH)6dAF!03|_?;i@{q&qpj~xIAw4c+$Dy42EedcFGz+6CS_3MWK zSj+$oBbyKiYIJ(>+2I(BJB4b^wg2Zmg5M-7(P4y#|9}0l#AkQx1=Fp>Nne;83@0Fd KJ?X0Ez5fFl78QvA literal 0 HcmV?d00001 diff --git a/hyperspy/tests/drawing/test_plot_signal.py b/hyperspy/tests/drawing/test_plot_signal.py index f2826d1271..3799417cdd 100644 --- a/hyperspy/tests/drawing/test_plot_signal.py +++ b/hyperspy/tests/drawing/test_plot_signal.py @@ -18,6 +18,7 @@ import numpy as np import traits.api as t import pytest +import matplotlib.pyplot as plt from hyperspy.misc.test_utils import update_close_figure import hyperspy.api as hs @@ -110,6 +111,20 @@ def test_plot_sig_nav(mpl_cleanup, ndim, sdim, plot_type, data_type): return _get_figure(test_plot, data_type, plot_type) +@pytest.mark.parametrize("sdim", [1, 2]) +@pytest.mark.mpl_image_compare( + baseline_dir=baseline_dir, tolerance=default_tol, style=style_pytest_mpl) +def test_plot_data_changed_event(sdim): + if sdim == 2: + s = hs.signals.Signal2D(np.arange(25).reshape((5, 5))) + else: + s = hs.signals.Signal1D(np.arange(25)) + s.plot() + s.data *= -2 + s.events.data_changed.trigger(obj=s) + return plt.gcf() + + def _get_figure(test_plot, data_type, plot_type): if plot_type == "sig": plot = "signal_plot" From c643555e7daa9e5c2dd09248e8cee74ec0f50298 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Tue, 10 Jul 2018 18:05:46 +0200 Subject: [PATCH 139/211] Automatic style corrections courtesy of autopep8 --- hyperspy/drawing/utils.py | 9 ++++++--- hyperspy/tests/drawing/test_plot_signal2d.py | 10 +++++++--- 2 files changed, 13 insertions(+), 6 deletions(-) diff --git a/hyperspy/drawing/utils.py b/hyperspy/drawing/utils.py index 75060e7a78..2034b9ca10 100644 --- a/hyperspy/drawing/utils.py +++ b/hyperspy/drawing/utils.py @@ -1033,9 +1033,11 @@ def _check_arg(arg, default_value, arg_name): # Replot: connect function def on_dblclick(event): # On the event of a double click, replot the selected subplot - if not event.inaxes: return - if not event.dblclick: return - subplots = [axi for axi in f.axes if type(axi) is mpl.axes.Subplot] + if not event.inaxes: + return + if not event.dblclick: + return + subplots = [axi for axi in f.axes if isinstance(axi, mpl.axes.Subplot)] inx = list(subplots).index(event.inaxes) im = replot_ims[inx] @@ -1391,6 +1393,7 @@ def onpick(event): figure.canvas.mpl_connect('pick_event', onpick) + def plot_histograms(signal_list, bins='freedman', range_bins=None, diff --git a/hyperspy/tests/drawing/test_plot_signal2d.py b/hyperspy/tests/drawing/test_plot_signal2d.py index d4d7ab1b52..35bdc276d4 100644 --- a/hyperspy/tests/drawing/test_plot_signal2d.py +++ b/hyperspy/tests/drawing/test_plot_signal2d.py @@ -339,6 +339,7 @@ def test_plot_images_cmap_multi_w_rgb(mpl_cleanup): cmap='mpl_colors') return plt.gcf() + @pytest.mark.mpl_image_compare( baseline_dir=baseline_dir, tolerance=default_tol, style=style_pytest_mpl) def test_plot_images_single_image(mpl_cleanup): @@ -348,6 +349,7 @@ def test_plot_images_single_image(mpl_cleanup): ax = hs.plot.plot_images(image0, saturated_pixels=0.1) return plt.gcf() + @pytest.mark.mpl_image_compare( baseline_dir=baseline_dir, tolerance=default_tol, style=style_pytest_mpl) def test_plot_images_single_image_stack(mpl_cleanup): @@ -357,11 +359,12 @@ def test_plot_images_single_image_stack(mpl_cleanup): ax = hs.plot.plot_images(image0, saturated_pixels=0.1) return plt.gcf() + def test_plot_images_multi_signal_w_axes_replot(mpl_cleanup): imdata = np.random.rand(3, 5, 5) imgs = hs.signals.Signal2D(imdata) img_list = [imgs, imgs.inav[:2], imgs.inav[0]] - subplots=hs.plot.plot_images(img_list, axes_decor=None) + subplots = hs.plot.plot_images(img_list, axes_decor=None) f = plt.gcf() f.canvas.draw() f.canvas.flush_events() @@ -372,14 +375,15 @@ def test_plot_images_multi_signal_w_axes_replot(mpl_cleanup): x, y = axi.transData.transform((2, 2)) # Calling base class method because of backends plt.matplotlib.backends.backend_agg.FigureCanvasBase.button_press_event( - f.canvas, x, y, 'left', True) + f.canvas, x, y, 'left', True) fn = plt.gcf() tests.append( - np.allclose(imi, fn.axes[0].images[0].get_array().data) ) + np.allclose(imi, fn.axes[0].images[0].get_array().data)) plt.close(fn) assert np.alltrue(tests) return f + @pytest.mark.parametrize("saturated_pixels", [5.0, [0.0, 20.0, 40.0], [10.0, 20.0], [10.0, None, 20.0]]) @pytest.mark.mpl_image_compare( From a59f6fac91175f86b42cf805d08ce3240ab8ffb9 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Wed, 11 Jul 2018 11:38:45 +0100 Subject: [PATCH 140/211] Add comment regarding h5py bug and link to relevant issue. --- hyperspy/io_plugins/emd.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/hyperspy/io_plugins/emd.py b/hyperspy/io_plugins/emd.py index 6795048c8f..1c81cf225e 100644 --- a/hyperspy/io_plugins/emd.py +++ b/hyperspy/io_plugins/emd.py @@ -681,6 +681,8 @@ def _read_image(self, image_group, image_sub_group_key): chunks=h5data.chunks), axes=[2, 0, 1]) else: + # Workaround for a h5py bug https://github.com/h5py/h5py/issues/977 + # Change back to standard API once issue #977 is fixed. # Preallocate the numpy array and use read_direct method, which is # much faster in case of chunked data. data = np.empty(h5data.shape) From ef42003dead50ee7498f0f92dadf0f47f0eb7f46 Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Wed, 11 Jul 2018 13:40:06 -0400 Subject: [PATCH 141/211] Remove reading of charText in ipr file header to workaround a bug with HDF saving --- hyperspy/io_plugins/edax.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hyperspy/io_plugins/edax.py b/hyperspy/io_plugins/edax.py index 8aa3bbb812..6fd2f969ea 100644 --- a/hyperspy/io_plugins/edax.py +++ b/hyperspy/io_plugins/edax.py @@ -632,7 +632,7 @@ def get_ipr_dtype_list(endianess='<', version=333): - mppX: 4 byte float; *Microns per pixel in X direction* - mppY: 4 byte float; *Microns per pixel in Y direction* - nTextLines: 2 byte unsigned short; *No. of comment lines * - - charText: (4 x 32) byte character array; *Comment text* + - charText: (4 x 32) byte character array; *Not read to avoid HDF5 bug: https://github.com/hyperspy/hyperspy/issues/1916* - reserved3: 4 byte float; *Not used* - nOverlayElements: 2 byte unsigned short; *No. of overlay elements* - overlayColors: 16 array of 2 byte unsigned short; *Overlay colors* @@ -691,7 +691,7 @@ def get_ipr_dtype_list(endianess='<', version=333): ('mppX', end + 'f4'), ('mppY', end + 'f4'), ('nTextLines', end + 'u2'), - ('charText', end + '4a32'), + ('charText', end + 'V128'), ('reserved3', end + '4f4'), ('nOverlayElements', end + 'u2'), ('overlayColors', end + '16u2')] From 4e103f15d6ce346d750136de3a8c7d8fe81481a6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Fri, 13 Jul 2018 12:35:48 +0200 Subject: [PATCH 142/211] Fix lazy FEI EMD SI The Signal class was actually loading the data to memory because it didn't know how to deal with the sparse array. This commits wraps the sparse array in a dask array before it gets into the Signal constructor. --- hyperspy/misc/io/fei_stream_readers.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/hyperspy/misc/io/fei_stream_readers.py b/hyperspy/misc/io/fei_stream_readers.py index 0f678a787e..a75bf92fac 100644 --- a/hyperspy/misc/io/fei_stream_readers.py +++ b/hyperspy/misc/io/fei_stream_readers.py @@ -1,4 +1,5 @@ import numpy as np +import dask.array as da from hyperspy.decorators import jit_ifnumba @@ -202,7 +203,9 @@ def stream_to_sparse_COO_array( first_frame=first_frame, last_frame=last_frame, ) - return DenseSliceCOO(coords=coords, data=data, shape=shape) + dense_sparse = DenseSliceCOO(coords=coords, data=data, shape=shape) + dask_sparse = da.from_array(dense_sparse, chunks="auto") + return dask_sparse @jit_ifnumba() From 19f36846c58ab6056e425b191f4189fcbd78df83 Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Fri, 13 Jul 2018 12:29:56 -0400 Subject: [PATCH 143/211] update warning for decomposition of non-float types to error and increase verbosity of explanation --- hyperspy/learn/mva.py | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/hyperspy/learn/mva.py b/hyperspy/learn/mva.py index 42dc2b1143..3e2f6fdfb7 100644 --- a/hyperspy/learn/mva.py +++ b/hyperspy/learn/mva.py @@ -162,11 +162,14 @@ def decomposition(self, to_return = None # Check if it is the wrong data type if self.data.dtype.char not in ['e', 'f', 'd']: # If not float - _logger.warning( + _logger.error( 'To perform a decomposition the data must be of the float ' - 'type. You can change the type using the change_dtype method' - ' e.g. s.change_dtype(\'float64\')\n' - 'Nothing done.') + 'type, but the current type is {}. ' + 'To fix this issue, you can change the type using the ' + 'change_dtype method (e.g. s.change_dtype(\'float64\')) ' + 'and then repeat the decomposition.\n' + 'No decomposition was performed and the data was not ' + 'changed.'.format(self.data.dtype)) return if self.axes_manager.navigation_size < 2: From 14f75d67e3bd275bc1be3c416bb5ffeb9dffd33f Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Mon, 16 Jul 2018 14:13:55 +0100 Subject: [PATCH 144/211] Add support for vertical range widget and add tests. Improve parsing kwargs to Matplotlib SpanSelector. --- hyperspy/drawing/_widgets/range.py | 96 +++++++++++++----- hyperspy/drawing/widget.py | 7 +- .../test_plot_ModifiableSpanSelector.png | Bin 0 -> 12482 bytes .../drawing/plot_widgets/test_plot_range.png | Bin 0 -> 12800 bytes hyperspy/tests/drawing/test_plot_widgets.py | 94 ++++++++++++----- 5 files changed, 138 insertions(+), 59 deletions(-) create mode 100644 hyperspy/tests/drawing/plot_widgets/test_plot_ModifiableSpanSelector.png create mode 100644 hyperspy/tests/drawing/plot_widgets/test_plot_range.png diff --git a/hyperspy/drawing/_widgets/range.py b/hyperspy/drawing/_widgets/range.py index d5dcfd417d..be8b53f17e 100644 --- a/hyperspy/drawing/_widgets/range.py +++ b/hyperspy/drawing/_widgets/range.py @@ -18,7 +18,8 @@ import numpy as np -import matplotlib +from matplotlib.widgets import SpanSelector +import inspect import logging from hyperspy.drawing.widgets import ResizableDraggableWidgetBase @@ -51,8 +52,13 @@ class RangeWidget(ResizableDraggableWidgetBase): will always stay within bounds. """ - def __init__(self, axes_manager): - super(RangeWidget, self).__init__(axes_manager) + def __init__(self, axes_manager, ax=None, **kwargs): + # Parse all kwargs for the matplotlib SpanSelector + self._SpanSelector_kwargs = {} + for key in inspect.signature(SpanSelector).parameters.keys(): + if key in kwargs: + self._SpanSelector_kwargs[key] = kwargs.pop(key) + super(RangeWidget, self).__init__(axes_manager, **kwargs) self.span = None def set_on(self, value): @@ -64,14 +70,14 @@ def set_on(self, value): self.disconnect() try: self.ax.figure.canvas.draw_idle() - except: # figure does not exist + except BaseException: # figure does not exist pass if value is False: self.ax = None - self._WidgetBase__is_on = value + self.__is_on = value def _add_patch_to(self, ax): - self.span = ModifiableSpanSelector(ax) + self.span = ModifiableSpanSelector(ax, **self._SpanSelector_kwargs) self.span.set_initial(self._get_range()) self.span.bounds_check = True self.span.snap_position = self.snap_position @@ -261,12 +267,15 @@ def _validate_geometry(self, x1=None): self._do_snap_size() -class ModifiableSpanSelector(matplotlib.widgets.SpanSelector): +class ModifiableSpanSelector(SpanSelector): def __init__(self, ax, **kwargs): - onsel = kwargs.pop('onselect', self.dummy) - matplotlib.widgets.SpanSelector.__init__( - self, ax, onsel, direction='horizontal', useblit=False, **kwargs) + onselect = kwargs.pop('onselect', self.dummy) + useblit = kwargs.pop('useblit', False) # is blit not supported? + direction = kwargs.pop('direction', 'horizontal') + kwargs['span_stays'] = False + SpanSelector.__init__(self, ax, onselect, direction=direction, + useblit=useblit, **kwargs) # The tolerance in points to pick the rectangle sizes self.tolerance = 1 self.on_move_cid = None @@ -321,10 +330,10 @@ def _set_range(self, value): moved = self._range[0] != value[0] self._range = value if moved: - self.rect.set_x(value[0]) + self._set_span_x(value[0]) self.events.moved.trigger(self) if resized: - self.rect.set_width(value[1] - value[0]) + self._set_span_width(value[1] - value[0]) self.events.resized.trigger(self) if moved or resized: self.update() @@ -332,6 +341,36 @@ def _set_range(self, value): range = property(_get_range, _set_range) + def _set_span_x(self, value): + if self.direction == 'horizontal': + self.rect.set_x(value) + else: + self.rect.set_y(value) + + def _set_span_width(self, value): + if self.direction == 'horizontal': + self.rect.set_width(value) + else: + self.rect.set_height(value) + + def _get_span_x(self): + if self.direction == 'horizontal': + return self.rect.get_x() + else: + return self.rect.get_y() + + def _get_span_width(self): + if self.direction == 'horizontal': + return self.rect.get_width() + else: + return self.rect.get_height() + + def _get_mouse_position(self, event): + if self.direction == 'horizontal': + return event.xdata + else: + return event.ydata + def set_initial(self, initial_range=None): """ Remove selection events, set the spanner, and go to modify mode. @@ -393,16 +432,16 @@ def mm_on_press(self, event): right_region = self._range[1] - x_pt, self._range[1] + x_pt middle_region = self._range[0] + x_pt, self._range[1] - x_pt - if in_interval(event.xdata, left_region) is True: + if in_interval(self._get_mouse_position(event), left_region) is True: self.on_move_cid = \ self.canvas.mpl_connect('motion_notify_event', self.move_left) - elif in_interval(event.xdata, right_region): + elif in_interval(self._get_mouse_position(event), right_region): self.on_move_cid = \ self.canvas.mpl_connect('motion_notify_event', self.move_right) - elif in_interval(event.xdata, middle_region): - self.pressv = event.xdata + elif in_interval(self._get_mouse_position(event), middle_region): + self.pressv = self._get_mouse_position(event) self.on_move_cid = \ self.canvas.mpl_connect('motion_notify_event', self.move_rect) @@ -410,8 +449,9 @@ def mm_on_press(self, event): return def update_range(self): - self._range = (self.rect.get_x(), - self.rect.get_x() + self.rect.get_width()) + self._range = (self._get_span_x(), + self._get_span_x() + self._get_span_width()) + print('in update_range:', self._range) def switch_left_right(self, x, left_to_right): if left_to_right: @@ -420,7 +460,7 @@ def switch_left_right(self, x, left_to_right): return w = self._range[1] - self._range[0] r0 = self._range[1] - self.rect.set_x(r0) + self._set_span_x(r0) r1 = r0 + w self.canvas.mpl_disconnect(self.on_move_cid) self.on_move_cid = \ @@ -442,7 +482,7 @@ def switch_left_right(self, x, left_to_right): def move_left(self, event): if self.buttonDown is False or self.ignore(event): return - x = event.xdata + x = self._get_mouse_position(event) if self.step_ax is not None: if (self.bounds_check and x < self.step_ax.low_value - self.step_ax.scale): @@ -465,10 +505,10 @@ def move_left(self, event): self.move_right(event) return width_increment = self._range[0] - x - if self.rect.get_width() + width_increment <= 0: + if self._get_span_width() + width_increment <= 0: return - self.rect.set_x(x) - self.rect.set_width(self.rect.get_width() + width_increment) + self._set_span_x(x) + self.rect.set_width(self._get_span_width() + width_increment) self.update_range() self.events.moved.trigger(self) self.events.resized.trigger(self) @@ -480,7 +520,7 @@ def move_left(self, event): def move_right(self, event): if self.buttonDown is False or self.ignore(event): return - x = event.xdata + x = self._get_mouse_position(event) if self.step_ax is not None: if (self.bounds_check and x > self.step_ax.high_value + self.step_ax.scale): @@ -500,9 +540,9 @@ def move_right(self, event): self.move_left(event) return width_increment = x - self._range[1] - if self.rect.get_width() + width_increment <= 0: + if self._get_span_width() + width_increment <= 0: return - self.rect.set_width(self.rect.get_width() + width_increment) + self.rect.set_width(self._get_span_width() + width_increment) self.update_range() self.events.resized.trigger(self) self.events.changed.trigger(self) @@ -513,7 +553,7 @@ def move_right(self, event): def move_rect(self, event): if self.buttonDown is False or self.ignore(event): return - x_increment = event.xdata - self.pressv + x_increment = self._get_mouse_position(event) - self.pressv if self.step_ax is not None: if self.snap_position: rem = x_increment % self.step_ax.scale @@ -522,7 +562,7 @@ def move_rect(self, event): else: rem = self.step_ax.scale - rem x_increment += rem - self.rect.set_x(self.rect.get_x() + x_increment) + self._set_span_x(self._get_span_x() + x_increment) self.update_range() self.pressv += x_increment self.events.moved.trigger(self) diff --git a/hyperspy/drawing/widget.py b/hyperspy/drawing/widget.py index ff15494136..1b36c7f1f6 100644 --- a/hyperspy/drawing/widget.py +++ b/hyperspy/drawing/widget.py @@ -45,7 +45,7 @@ class WidgetBase(object): needed. """ - def __init__(self, axes_manager=None, **kwargs): + def __init__(self, axes_manager=None, color='red', **kwargs): self.axes_manager = axes_manager self._axes = list() self.ax = None @@ -53,11 +53,11 @@ def __init__(self, axes_manager=None, **kwargs): self.selected = False self._selected_artist = None self._size = 1. - self._pos = 0. + self._pos = np.array([0.]) self.__is_on = True self.background = None self.patch = [] - self.color = 'red' + self.color = color self.cids = list() self.blit = True self.events = Events() @@ -142,7 +142,6 @@ def color(self, color): for p in self.patch: p.set_color(self._color) - def _set_patch(self): """Create the matplotlib patch(es), and store it in self.patch """ diff --git a/hyperspy/tests/drawing/plot_widgets/test_plot_ModifiableSpanSelector.png b/hyperspy/tests/drawing/plot_widgets/test_plot_ModifiableSpanSelector.png new file mode 100644 index 0000000000000000000000000000000000000000..23bc413795eb342fe87fba8ca4733213c3b9d152 GIT binary patch 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hyperspy/drawing/_widgets/range.py | 24 ++++++++++++++------- hyperspy/tests/drawing/test_plot_widgets.py | 22 +++++++++++++++++-- 2 files changed, 36 insertions(+), 10 deletions(-) diff --git a/hyperspy/drawing/_widgets/range.py b/hyperspy/drawing/_widgets/range.py index be8b53f17e..bfe67b67f7 100644 --- a/hyperspy/drawing/_widgets/range.py +++ b/hyperspy/drawing/_widgets/range.py @@ -271,8 +271,8 @@ class ModifiableSpanSelector(SpanSelector): def __init__(self, ax, **kwargs): onselect = kwargs.pop('onselect', self.dummy) - useblit = kwargs.pop('useblit', False) # is blit not supported? direction = kwargs.pop('direction', 'horizontal') + useblit = kwargs.pop('useblit', ax.figure.canvas.supports_blit) kwargs['span_stays'] = False SpanSelector.__init__(self, ax, onselect, direction=direction, useblit=useblit, **kwargs) @@ -336,7 +336,7 @@ def _set_range(self, value): self._set_span_width(value[1] - value[0]) self.events.resized.trigger(self) if moved or resized: - self.update() + self.draw_patch() self.events.changed.trigger(self) range = property(_get_range, _set_range) @@ -390,7 +390,17 @@ def set_initial(self, initial_range=None): self.canvas.mpl_connect('draw_event', self.update_background)) self.rect.set_visible(True) self.rect.contains = self.contains - self.update() + + def draw_patch(self, *args): + """Update the patch drawing. + """ + try: + if self.useblit and hasattr(self.ax, 'hspy_fig'): + self.ax.hspy_fig._update_animated() + elif self.ax.figure is not None: + self.ax.figure.canvas.draw_idle() + except AttributeError: + pass # When figure is None, typically when closing def contains(self, mouseevent): x, y = self.rect.get_transform().inverted().transform_point( @@ -413,7 +423,6 @@ def release(self, event): return self.buttonDown = False self.update_range() - self.onselect() self.set_initial() def mm_on_press(self, event): @@ -451,7 +460,6 @@ def mm_on_press(self, event): def update_range(self): self._range = (self._get_span_x(), self._get_span_x() + self._get_span_width()) - print('in update_range:', self._range) def switch_left_right(self, x, left_to_right): if left_to_right: @@ -515,7 +523,7 @@ def move_left(self, event): self.events.changed.trigger(self) if self.onmove_callback is not None: self.onmove_callback(*self._range) - self.update() + self.draw_patch() def move_right(self, event): if self.buttonDown is False or self.ignore(event): @@ -548,7 +556,7 @@ def move_right(self, event): self.events.changed.trigger(self) if self.onmove_callback is not None: self.onmove_callback(*self._range) - self.update() + self.draw_patch() def move_rect(self, event): if self.buttonDown is False or self.ignore(event): @@ -569,7 +577,7 @@ def move_rect(self, event): self.events.changed.trigger(self) if self.onmove_callback is not None: self.onmove_callback(*self._range) - self.update() + self.draw_patch() def mm_on_release(self, event): if self.buttonDown is False or self.ignore(event): diff --git a/hyperspy/tests/drawing/test_plot_widgets.py b/hyperspy/tests/drawing/test_plot_widgets.py index 12bf962ce1..8949079751 100644 --- a/hyperspy/tests/drawing/test_plot_widgets.py +++ b/hyperspy/tests/drawing/test_plot_widgets.py @@ -198,6 +198,24 @@ def test_plot_range(self, mpl_cleanup): return self.s._plot.signal_plot.figure + @pytest.mark.mpl_image_compare(baseline_dir=baseline_dir, + tolerance=default_tol, style=style_pytest_mpl) + def test_plot_range_Signal2D(self, mpl_cleanup): + im = Signal2D(np.arange(10 * 10).reshape((10, 10))) + im.axes_manager[0].scale = 0.1 + im.axes_manager[1].scale = 5 + im.plot() + + range_h = widgets.RangeWidget(im.axes_manager, direction='horizontal') + range_h.set_mpl_ax(im._plot.signal_plot.ax) + + range_v = widgets.RangeWidget(im.axes_manager, direction='vertical', + color='blue') + range_v.axes = (im.axes_manager[1],) + range_v.set_mpl_ax(im._plot.signal_plot.ax) + + return self.s._plot.signal_plot.figure + @pytest.mark.mpl_image_compare(baseline_dir=baseline_dir, tolerance=default_tol, style=style_pytest_mpl) def test_plot_ModifiableSpanSelector(self, mpl_cleanup): @@ -211,8 +229,8 @@ def test_plot_ModifiableSpanSelector(self, mpl_cleanup): span_v.range = (25, 30) assert span_v.range == (25, 30) - span_h = ModifiableSpanSelector(ax, direction='horizontal', - rectprops={'color':'g'}) + span_h = ModifiableSpanSelector(ax, direction='horizontal', + rectprops={'color': 'g'}) color_rgba = matplotlib.colors.to_rgba('g') assert span_h.rect.get_fc() == color_rgba assert span_h.rect.get_ec() == color_rgba From e1ec3f52050ac2c3316400caa672d7e1f50dbfc7 Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 17 Jul 2018 12:11:11 +0100 Subject: [PATCH 146/211] Fix issue with picking vertical widgets on the edge. Add more tests. --- hyperspy/drawing/_widgets/range.py | 26 ++++++++++-------- .../test_plot_ModifiableSpanSelector.png | Bin 12482 -> 12504 bytes .../drawing/plot_widgets/test_plot_range.png | Bin 12800 -> 12952 bytes .../plot_widgets/test_plot_range_Signal2D.png | Bin 0 -> 19478 bytes hyperspy/tests/drawing/test_plot_widgets.py | 11 ++++++-- 5 files changed, 24 insertions(+), 13 deletions(-) create mode 100644 hyperspy/tests/drawing/plot_widgets/test_plot_range_Signal2D.png diff --git a/hyperspy/drawing/_widgets/range.py b/hyperspy/drawing/_widgets/range.py index bfe67b67f7..18048a466e 100644 --- a/hyperspy/drawing/_widgets/range.py +++ b/hyperspy/drawing/_widgets/range.py @@ -405,14 +405,13 @@ def draw_patch(self, *args): def contains(self, mouseevent): x, y = self.rect.get_transform().inverted().transform_point( (mouseevent.x, mouseevent.y)) + v = x if self.direction == 'vertical' else y # Assert y is correct first - if not (0.0 <= y <= 1.0): + if not (0.0 <= v <= 1.0): return False, {} - invtrans = self.ax.transData.inverted() - x_pt = self.tolerance * abs((invtrans.transform((1, 0)) - - invtrans.transform((0, 0)))[0]) + x_pt = self._get_point_size_in_data_units() hit = self._range[0] - x_pt, self._range[1] + x_pt - if hit[0] < mouseevent.xdata < hit[1]: + if hit[0] < self._get_mouse_position < hit[1]: return True, {} return False, {} @@ -425,15 +424,20 @@ def release(self, event): self.update_range() self.set_initial() + def _get_point_size_in_data_units(self): + # Calculate the point size in data units + invtrans = self.ax.transData.inverted() + (x, y) = (1, 0) if self.direction == 'horizontal' else (0, 1) + x_pt = self.tolerance * abs((invtrans.transform((x, y)) - + invtrans.transform((0, 0)))[y]) + return x_pt + def mm_on_press(self, event): if self.ignore(event) and not self.buttonDown: return self.buttonDown = True - # Calculate the point size in data units - invtrans = self.ax.transData.inverted() - x_pt = self.tolerance * abs((invtrans.transform((1, 0)) - - invtrans.transform((0, 0)))[0]) + x_pt = self._get_point_size_in_data_units() # Determine the size of the regions for moving and stretching self.update_range() @@ -516,7 +520,7 @@ def move_left(self, event): if self._get_span_width() + width_increment <= 0: return self._set_span_x(x) - self.rect.set_width(self._get_span_width() + width_increment) + self._set_span_width(self._get_span_width() + width_increment) self.update_range() self.events.moved.trigger(self) self.events.resized.trigger(self) @@ -550,7 +554,7 @@ def move_right(self, event): width_increment = x - self._range[1] if self._get_span_width() + width_increment <= 0: return - self.rect.set_width(self._get_span_width() + width_increment) + self._set_span_width(self._get_span_width() + width_increment) self.update_range() self.events.resized.trigger(self) self.events.changed.trigger(self) diff --git a/hyperspy/tests/drawing/plot_widgets/test_plot_ModifiableSpanSelector.png 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HcmV?d00001 diff --git a/hyperspy/tests/drawing/test_plot_widgets.py b/hyperspy/tests/drawing/test_plot_widgets.py index 8949079751..69578b2acb 100644 --- a/hyperspy/tests/drawing/test_plot_widgets.py +++ b/hyperspy/tests/drawing/test_plot_widgets.py @@ -177,6 +177,7 @@ def test_plot_range(self, mpl_cleanup): assert self.range.color == 'red' # default color assert self.range.position == (0.0, ) assert self.range.size == (1.2, ) + assert self.range.span.rect.get_alpha() == 0.5 w = widgets.RangeWidget(self.s.axes_manager, color='blue') w.set_mpl_ax(self.s._plot.signal_plot.ax) @@ -213,8 +214,14 @@ def test_plot_range_Signal2D(self, mpl_cleanup): color='blue') range_v.axes = (im.axes_manager[1],) range_v.set_mpl_ax(im._plot.signal_plot.ax) - - return self.s._plot.signal_plot.figure + assert range_v.position == (0.0, ) + assert range_v.size == (5.0, ) + + range_v.set_bounds(left=20.0, width=15.0) + assert range_v.position == (20.0, ) + assert range_v.size == (15.0, ) + + return im._plot.signal_plot.figure @pytest.mark.mpl_image_compare(baseline_dir=baseline_dir, tolerance=default_tol, style=style_pytest_mpl) From 7f87adaebc11b40e8ef090244a9b1912fb877ebf Mon Sep 17 00:00:00 2001 From: Eric Prestat Date: Tue, 17 Jul 2018 13:06:54 +0100 Subject: [PATCH 147/211] Add alpha parameters to widgets. --- hyperspy/drawing/_widgets/circle.py | 2 ++ hyperspy/drawing/_widgets/horizontal_line.py | 1 + hyperspy/drawing/_widgets/label.py | 12 ++++++------ hyperspy/drawing/_widgets/line2d.py | 5 +++-- hyperspy/drawing/_widgets/range.py | 10 +++++----- hyperspy/drawing/_widgets/rectangles.py | 5 +++-- hyperspy/drawing/_widgets/vertical_line.py | 1 + hyperspy/drawing/widget.py | 13 ++++++++++++- .../test_plot_ModifiableSpanSelector.png | Bin 12504 -> 12661 bytes .../drawing/plot_widgets/test_plot_range.png | Bin 12952 -> 12956 bytes hyperspy/tests/drawing/test_plot_widgets.py | 8 +++++--- 11 files changed, 38 insertions(+), 19 deletions(-) diff --git a/hyperspy/drawing/_widgets/circle.py b/hyperspy/drawing/_widgets/circle.py index e1e255dada..8208f2116b 100644 --- a/hyperspy/drawing/_widgets/circle.py +++ b/hyperspy/drawing/_widgets/circle.py @@ -112,6 +112,7 @@ def _set_patch(self): fill=False, lw=self.border_thickness, ec=self.color, + alpha=self.alpha, picker=True,)] if ri > 0: self.patch.append( @@ -121,6 +122,7 @@ def _set_patch(self): fill=False, lw=self.border_thickness, ec=self.color, + alpha=self.alpha, picker=True,)) def _validate_pos(self, value): diff --git a/hyperspy/drawing/_widgets/horizontal_line.py b/hyperspy/drawing/_widgets/horizontal_line.py index bc8b136513..f317cafaf1 100644 --- a/hyperspy/drawing/_widgets/horizontal_line.py +++ b/hyperspy/drawing/_widgets/horizontal_line.py @@ -34,6 +34,7 @@ def _set_patch(self): self.patch = [ax.axhline( self._pos[0], color=self.color, + alpha=self.alpha, picker=5)] def _onmousemove(self, event): diff --git a/hyperspy/drawing/_widgets/label.py b/hyperspy/drawing/_widgets/label.py index eea936901e..3569d4f880 100644 --- a/hyperspy/drawing/_widgets/label.py +++ b/hyperspy/drawing/_widgets/label.py @@ -24,18 +24,17 @@ class LabelWidget(Widget1DBase): - """A draggable text widget. Adds the attributes 'string', 'text_color' and - 'bbox'. These are all arguments for matplotlib's Text artist. The default + """A draggable text widget. Adds the attributes 'string' and 'bbox'. + These are all arguments for matplotlib's Text artist. The default y-coordinate of the label is set to 0.9. """ - def __init__(self, axes_manager): - super(LabelWidget, self).__init__(axes_manager) + def __init__(self, axes_manager, color='black', **kwargs): + super(LabelWidget, self).__init__(axes_manager, color=color, **kwargs) self._string = '' self._snap_position = False if not self.axes: self._pos = np.array((0, 0.9)) - self.text_color = 'black' self.bbox = None def _get_string(self): @@ -98,7 +97,8 @@ def _set_patch(self): self._pos[0], self._pos[1], self.string, - color=self.text_color, + color=self.color, + alpha=self.alpha, picker=5, transform=trans, horizontalalignment='left', diff --git a/hyperspy/drawing/_widgets/line2d.py b/hyperspy/drawing/_widgets/line2d.py index ca2ce93c3a..c78785eb61 100644 --- a/hyperspy/drawing/_widgets/line2d.py +++ b/hyperspy/drawing/_widgets/line2d.py @@ -93,8 +93,8 @@ class Line2DWidget(ResizableDraggableWidgetBase): FUNC_A = 32 # Resize/rotate by first vertex FUNC_B = 64 # Resize/rotate by second vertex - def __init__(self, axes_manager): - super(Line2DWidget, self).__init__(axes_manager) + def __init__(self, axes_manager, **kwargs): + super(Line2DWidget, self).__init__(axes_manager, **kwargs) self.linewidth = 1 self.radius_move = self.radius_resize = 5 self.radius_rotate = 15 @@ -255,6 +255,7 @@ def _set_patch(self): animated=self.blit, lw=self.linewidth, c=self.color, + alpha=self.alpha, marker='s', markersize=self.radius_resize, mew=0.1, diff --git a/hyperspy/drawing/_widgets/range.py b/hyperspy/drawing/_widgets/range.py index 18048a466e..c583fa75f4 100644 --- a/hyperspy/drawing/_widgets/range.py +++ b/hyperspy/drawing/_widgets/range.py @@ -52,13 +52,13 @@ class RangeWidget(ResizableDraggableWidgetBase): will always stay within bounds. """ - def __init__(self, axes_manager, ax=None, **kwargs): + def __init__(self, axes_manager, ax=None, alpha=0.5, **kwargs): # Parse all kwargs for the matplotlib SpanSelector self._SpanSelector_kwargs = {} for key in inspect.signature(SpanSelector).parameters.keys(): if key in kwargs: self._SpanSelector_kwargs[key] = kwargs.pop(key) - super(RangeWidget, self).__init__(axes_manager, **kwargs) + super(RangeWidget, self).__init__(axes_manager, alpha=alpha, **kwargs) self.span = None def set_on(self, value): @@ -88,6 +88,7 @@ def _add_patch_to(self, ax): self.span.tolerance = 5 self.patch = [self.span.rect] self.patch[0].set_color(self.color) + self.patch[0].set_alpha(self.alpha) def _span_changed(self, widget): r = self._get_range() @@ -273,9 +274,8 @@ def __init__(self, ax, **kwargs): onselect = kwargs.pop('onselect', self.dummy) direction = kwargs.pop('direction', 'horizontal') useblit = kwargs.pop('useblit', ax.figure.canvas.supports_blit) - kwargs['span_stays'] = False SpanSelector.__init__(self, ax, onselect, direction=direction, - useblit=useblit, **kwargs) + useblit=useblit, span_stays=False, **kwargs) # The tolerance in points to pick the rectangle sizes self.tolerance = 1 self.on_move_cid = None @@ -431,7 +431,7 @@ def _get_point_size_in_data_units(self): x_pt = self.tolerance * abs((invtrans.transform((x, y)) - invtrans.transform((0, 0)))[y]) return x_pt - + def mm_on_press(self, event): if self.ignore(event) and not self.buttonDown: return diff --git a/hyperspy/drawing/_widgets/rectangles.py b/hyperspy/drawing/_widgets/rectangles.py index 106a720d63..b0218ab776 100644 --- a/hyperspy/drawing/_widgets/rectangles.py +++ b/hyperspy/drawing/_widgets/rectangles.py @@ -37,8 +37,8 @@ class SquareWidget(Widget2DBase): bounds only correspond to pure indices for odd sizes. """ - def __init__(self, axes_manager): - super(SquareWidget, self).__init__(axes_manager) + def __init__(self, axes_manager, **kwargs): + super(SquareWidget, self).__init__(axes_manager, **kwargs) def _set_patch(self): """Sets the patch to a matplotlib Rectangle with the correct geometry. @@ -52,6 +52,7 @@ def _set_patch(self): fill=False, lw=self.border_thickness, ec=self.color, + alpha=self.alpha, picker=True,)] super(SquareWidget, self)._set_patch() diff --git a/hyperspy/drawing/_widgets/vertical_line.py b/hyperspy/drawing/_widgets/vertical_line.py index 295c57b1b2..3c4b9756ac 100644 --- a/hyperspy/drawing/_widgets/vertical_line.py +++ b/hyperspy/drawing/_widgets/vertical_line.py @@ -33,6 +33,7 @@ def _set_patch(self): ax = self.ax self.patch = [ax.axvline(self._pos[0], color=self.color, + alpha=self.alpha, picker=5)] def _onmousemove(self, event): diff --git a/hyperspy/drawing/widget.py b/hyperspy/drawing/widget.py index 1b36c7f1f6..d70cc74e21 100644 --- a/hyperspy/drawing/widget.py +++ b/hyperspy/drawing/widget.py @@ -45,7 +45,7 @@ class WidgetBase(object): needed. """ - def __init__(self, axes_manager=None, color='red', **kwargs): + def __init__(self, axes_manager=None, color='red', alpha=1.0, **kwargs): self.axes_manager = axes_manager self._axes = list() self.ax = None @@ -58,6 +58,7 @@ def __init__(self, axes_manager=None, color='red', **kwargs): self.background = None self.patch = [] self.color = color + self.alpha = alpha self.cids = list() self.blit = True self.events = Events() @@ -142,6 +143,16 @@ def color(self, color): for p in self.patch: p.set_color(self._color) + @property + def alpha(self): + return self._alpha + + @alpha.setter + def alpha(self, alpha): + self._alpha = alpha + for p in self.patch: + p.set_alpha(self._alpha) + def _set_patch(self): """Create the matplotlib patch(es), and store it in self.patch """ diff --git a/hyperspy/tests/drawing/plot_widgets/test_plot_ModifiableSpanSelector.png b/hyperspy/tests/drawing/plot_widgets/test_plot_ModifiableSpanSelector.png index 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zHgGcbDdS#KH0qSQ^&MV-Z)Ge4>^3_b4I|aTZkB&V@AeDS3%YMOnwptSL5oia#;8&s za;VS-*a=;;PCzgQ2-3hdAbN@d%|<)Pf!Mf?$3ES9i57@F7JQA&q0}A@8CXEmOD~|; z9fFl;7+iGRUkJ`SQt+-+w~=RAvExJ>+D_C~XL%Aic(#~Hl7!kHXq64nm9dfw{9~2b!T%Dr5p65IZU5bR!v9S%C?(Xil&^qusDCic39^QavcnfIvn-LiULq#W+zXV+C zHY7mIO3A9}OvHD$9H5Pd=}evcB{2nf(_{zVxu%rWQ< z6(3opU>4V@as2)WvO9>6-UH~=_%Dp%uNe4$_D>)F&Y%A4UrX#T6`go%acjwv71l;@ MSCnNkrHmi`FR8a%q5uE@ diff --git a/hyperspy/tests/drawing/test_plot_widgets.py b/hyperspy/tests/drawing/test_plot_widgets.py index 69578b2acb..dce492fe28 100644 --- a/hyperspy/tests/drawing/test_plot_widgets.py +++ b/hyperspy/tests/drawing/test_plot_widgets.py @@ -196,6 +196,8 @@ def test_plot_range(self, mpl_cleanup): w2.set_bounds(left=24.0, width=12.0) w2.color = 'green' assert w2.color == 'green' + w2.alpha = 0.25 + assert w2.alpha == 0.25 return self.s._plot.signal_plot.figure @@ -216,7 +218,7 @@ def test_plot_range_Signal2D(self, mpl_cleanup): range_v.set_mpl_ax(im._plot.signal_plot.ax) assert range_v.position == (0.0, ) assert range_v.size == (5.0, ) - + range_v.set_bounds(left=20.0, width=15.0) assert range_v.position == (20.0, ) assert range_v.size == (15.0, ) @@ -237,8 +239,8 @@ def test_plot_ModifiableSpanSelector(self, mpl_cleanup): assert span_v.range == (25, 30) span_h = ModifiableSpanSelector(ax, direction='horizontal', - rectprops={'color': 'g'}) - color_rgba = matplotlib.colors.to_rgba('g') + rectprops={'color': 'g', 'alpha': 0.2}) + color_rgba = matplotlib.colors.to_rgba('g', alpha=0.2) assert span_h.rect.get_fc() == color_rgba assert span_h.rect.get_ec() == color_rgba span_h.set_initial((50.4, 55.2)) From ddc8933eed526e380374505b67363deb1d192098 Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Tue, 17 Jul 2018 09:25:28 -0400 Subject: [PATCH 148/211] change logger error to actual error --- hyperspy/learn/mva.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/hyperspy/learn/mva.py b/hyperspy/learn/mva.py index 3e2f6fdfb7..f7689dd661 100644 --- a/hyperspy/learn/mva.py +++ b/hyperspy/learn/mva.py @@ -162,14 +162,13 @@ def decomposition(self, to_return = None # Check if it is the wrong data type if self.data.dtype.char not in ['e', 'f', 'd']: # If not float - _logger.error( + raise TypeError( 'To perform a decomposition the data must be of the float ' - 'type, but the current type is {}. ' + 'type, but the current type is \'{}\'. ' 'To fix this issue, you can change the type using the ' 'change_dtype method (e.g. s.change_dtype(\'float64\')) ' 'and then repeat the decomposition.\n' - 'No decomposition was performed and the data was not ' - 'changed.'.format(self.data.dtype)) + 'No decomposition was performed.'.format(self.data.dtype)) return if self.axes_manager.navigation_size < 2: From 8b522c0c85809e75de98b3e339c43ac55df7333f Mon Sep 17 00:00:00 2001 From: Joshua Taillon Date: Tue, 17 Jul 2018 10:40:28 -0400 Subject: [PATCH 149/211] add tests for decomposition error --- hyperspy/tests/mva/test_decomposition.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/hyperspy/tests/mva/test_decomposition.py b/hyperspy/tests/mva/test_decomposition.py index 7beb8649ef..73f9831003 100644 --- a/hyperspy/tests/mva/test_decomposition.py +++ b/hyperspy/tests/mva/test_decomposition.py @@ -276,3 +276,17 @@ def test_decomposition_supported_return_false(self): algorithm=algorithm, return_info=False, output_dimension=1) is None + + +class TestNonFloatTypeError: + + def setup_method(self, method): + self.s_int = signals.Signal1D( + (np.random.random((20, 100)) * 20).astype('int')) + self.s_float= signals.Signal1D(np.random.random((20, 100))) + + def test_decomposition_error(self): + self.s_float.decomposition() + with pytest.raises(TypeError): + self.s_int.decomposition() + From a3244b8861a073cccfd64fa94430e6e11f35e27e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Wed, 18 Jul 2018 12:06:19 +0200 Subject: [PATCH 150/211] Pass add_widget kwargs to widget constructor and fix span direction The SpanROI widget was always horizontal even when operating on a vertical axis. This fixes it. --- hyperspy/roi.py | 61 ++++++++++++++++++++++++++++++++----------------- 1 file changed, 40 insertions(+), 21 deletions(-) diff --git a/hyperspy/roi.py b/hyperspy/roi.py index 56bb0eb168..5eb98cebd5 100644 --- a/hyperspy/roi.py +++ b/hyperspy/roi.py @@ -45,6 +45,8 @@ """ +from functools import partial + import traits.api as t import numpy as np @@ -391,7 +393,7 @@ def _on_widget_change(self, widget): self._update_widgets(exclude=(widget,)) self.events.changed.trigger(self) - def add_widget(self, signal, axes=None, widget=None, color='green'): + def add_widget(self, signal, axes=None, widget=None, color='green', **kwargs): """Add a widget to visually represent the ROI, and connect it so any changes in either are reflected in the other. Note that only one widget can be added per signal/axes combination. @@ -421,10 +423,12 @@ def add_widget(self, signal, axes=None, widget=None, color='green'): The color for the widget. Any format that matplotlib uses should be ok. This will not change the color fo any widget passed with the 'widget' argument. + kwargs: + All keyword argument are passed to the widget constructor. """ axes = self._parse_axes(axes, signal.axes_manager,) if widget is None: - widget = self._get_widget_type(axes, signal)(signal.axes_manager) + widget = self._get_widget_type(axes, signal)(signal.axes_manager, **kwargs) widget.color = color # Remove existing ROI, if it exsists and axes match @@ -486,6 +490,28 @@ def __call__(self, signal, out=None, axes=None): return s +def guess_vertical_or_horizontal(axes, signal): + # Figure out whether to use horizontal or veritcal line: + if axes[0].navigate: + plotdim = len(signal._plot.navigator_data_function().shape) + axdim = signal.axes_manager.navigation_dimension + idx = signal.axes_manager.navigation_axes.index(axes[0]) + else: + plotdim = len(signal._plot.signal_data_function().shape) + axdim = signal.axes_manager.signal_dimension + idx = signal.axes_manager.signal_axes.index(axes[0]) + + if plotdim == 2: # Plot is an image + # axdim == 1 and plotdim == 2 indicates "spectrum stack" + if idx == 0 and axdim != 1: # Axis is horizontal + return "vertical" + else: # Axis is vertical + return "horizontal" + elif plotdim == 1: # It is a spectrum + return "vertical" + else: + raise ValueError("Could not find valid widget type") + @add_gui_method(toolkey="Point1DROI") class Point1DROI(BasePointROI): @@ -516,26 +542,13 @@ def _apply_roi2widget(self, widget): widget.position = (self.value,) def _get_widget_type(self, axes, signal): - # Figure out whether to use horizontal or veritcal line: - if axes[0].navigate: - plotdim = len(signal._plot.navigator_data_function().shape) - axdim = signal.axes_manager.navigation_dimension - idx = signal.axes_manager.navigation_axes.index(axes[0]) - else: - plotdim = len(signal._plot.signal_data_function().shape) - axdim = signal.axes_manager.signal_dimension - idx = signal.axes_manager.signal_axes.index(axes[0]) - - if plotdim == 2: # Plot is an image - # axdim == 1 and plotdim == 2 indicates "spectrum stack" - if idx == 0 and axdim != 1: # Axis is horizontal - return widgets.VerticalLineWidget - else: # Axis is vertical - return widgets.HorizontalLineWidget - elif plotdim == 1: # It is a spectrum + direction = guess_vertical_or_horizontal(axes=axes, signal=signal) + if direction == "vertical": return widgets.VerticalLineWidget + elif direction == "horizontal": + return widgets.HorizontalLineWidget else: - raise ValueError("Could not find valid widget type") + raise ValueError("direction must be either horizontal or vertical") def __repr__(self): return "%s(value=%g)" % ( @@ -628,7 +641,13 @@ def _apply_roi2widget(self, widget): widget.set_bounds(left=self.left, right=self.right) def _get_widget_type(self, axes, signal): - return widgets.RangeWidget + direction = guess_vertical_or_horizontal(axes=axes, signal=signal) + if direction == "vertical": + return partial(widgets.RangeWidget, direction="horizontal") + elif direction == "horizontal": + return partial(widgets.RangeWidget, direction="vertical") + else: + raise ValueError("direction must be either horizontal or vertical") def __repr__(self): return "%s(left=%g, right=%g)" % ( From 7689cd9bd6ead5ad30ab2fdd0621108bd49f8d16 Mon Sep 17 00:00:00 2001 From: autopep8 Date: Wed, 18 Jul 2018 12:06:19 +0200 Subject: [PATCH 151/211] Automatic style corrections courtesy of autopep8 --- hyperspy/roi.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/hyperspy/roi.py b/hyperspy/roi.py index 5eb98cebd5..b41c31a7bf 100644 --- a/hyperspy/roi.py +++ b/hyperspy/roi.py @@ -393,7 +393,8 @@ def _on_widget_change(self, widget): self._update_widgets(exclude=(widget,)) self.events.changed.trigger(self) - def add_widget(self, signal, axes=None, widget=None, color='green', **kwargs): + def add_widget(self, signal, axes=None, widget=None, + color='green', **kwargs): """Add a widget to visually represent the ROI, and connect it so any changes in either are reflected in the other. Note that only one widget can be added per signal/axes combination. @@ -428,7 +429,9 @@ def add_widget(self, signal, axes=None, widget=None, color='green', **kwargs): """ axes = self._parse_axes(axes, signal.axes_manager,) if widget is None: - widget = self._get_widget_type(axes, signal)(signal.axes_manager, **kwargs) + widget = self._get_widget_type( + axes, signal)( + signal.axes_manager, **kwargs) widget.color = color # Remove existing ROI, if it exsists and axes match @@ -512,6 +515,7 @@ def guess_vertical_or_horizontal(axes, signal): else: raise ValueError("Could not find valid widget type") + @add_gui_method(toolkey="Point1DROI") class Point1DROI(BasePointROI): From 2b5d19b9584c6c86077f30aceb62d018bbc5ca84 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Francisco=20de=20la=20Pe=C3=B1a?= Date: Wed, 18 Jul 2018 14:50:51 +0200 Subject: [PATCH 152/211] Add tests --- .../plot_roi/test_plot_point1D_axis_0.png | Bin 0 -> 15029 bytes .../plot_roi/test_plot_point1D_axis_1.png | Bin 0 -> 21012 bytes .../plot_roi/test_plot_point1D_axis_2.png | Bin 0 -> 20580 bytes .../plot_roi/test_plot_spanroi_axis_0.png | Bin 0 -> 15121 bytes .../plot_roi/test_plot_spanroi_axis_1.png | Bin 0 -> 21675 bytes .../plot_roi/test_plot_spanroi_axis_2.png | Bin 0 -> 20668 bytes .../tests/drawing/test_plot_roi_widgets.py | 94 ++++++++++++++++++ setup.py | 1 + 8 files changed, 95 insertions(+) create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_point1D_axis_0.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_point1D_axis_1.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_point1D_axis_2.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_spanroi_axis_0.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_spanroi_axis_1.png create mode 100644 hyperspy/tests/drawing/plot_roi/test_plot_spanroi_axis_2.png create mode 100644 hyperspy/tests/drawing/test_plot_roi_widgets.py diff --git 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