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current/user_guide/signal2d.html | 26 +- current/user_guide/visualisation.html | 308 ++++--- 424 files changed, 10237 insertions(+), 2697 deletions(-) create mode 100644 current/_downloads/1385e6594be55eee03c3bc687fbb7ef8/map_signal.py create mode 100644 current/_downloads/1becff7a610aee42b57e8b026cbe1fd8/map_signal.ipynb create mode 100644 current/_downloads/1fe9a7b6d4e2c4b4682a04f3d6a365b0/map_signal_circleROI.ipynb create mode 100644 current/_downloads/3e2f149eea05b05314534276b13539f1/ExtractLineProfile.ipynb create mode 100644 current/_downloads/3ea644de4b0245048cbde826fcb9ff4c/map_signal_circleROI.py create mode 100644 current/_downloads/4325176c7fd20e69fdf92acb18fe8353/ROI_navigator.py create mode 100644 current/_downloads/657cfd41e8b32c3bdd1d983a2fce8987/convert_color_image.py create mode 100644 current/_downloads/7b83bc6ab41142af0bf5cb4b4f088a43/ExtractLineProfile.py create mode 100644 current/_downloads/85a78734181ae31ad1be2f06150bc92c/convert_color_image.ipynb create mode 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current/_static/interactive_profiles.gif create mode 100644 current/auto_examples/io/convert_color_image.html create mode 100644 current/auto_examples/region_of_interest/ExtractLineProfile.html create mode 100644 current/auto_examples/region_of_interest/ROI_navigator.html create mode 100644 current/auto_examples/region_of_interest/map_signal.html create mode 100644 current/auto_examples/region_of_interest/map_signal_circleROI.html create mode 100644 current/user_guide/pint_unit_registry.html diff --git a/current/.buildinfo b/current/.buildinfo index d8a2e055f..ec05037f7 100644 --- a/current/.buildinfo +++ b/current/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. 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a single figure: +s.plot() +roi = hs.plot.plot_roi_map(s, rois=2, single_figure=True) +# Choose this figure as gallery thumbnail: +# sphinx_gallery_thumbnail_number = 7 + +#%% +# Same as in previous step, but additionally specifying ``cmap`` and ``colors``: +s.plot() +roi = hs.plot.plot_roi_map(s, rois=2, color=["r", "b"], cmap="gray", single_figure=True) diff --git a/current/_downloads/13ee3f520472f6867f436b8b9c4bc348/rectangles.ipynb b/current/_downloads/13ee3f520472f6867f436b8b9c4bc348/rectangles.ipynb index 30ac46291..5d6a1085b 100644 --- a/current/_downloads/13ee3f520472f6867f436b8b9c4bc348/rectangles.ipynb +++ b/current/_downloads/13ee3f520472f6867f436b8b9c4bc348/rectangles.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/17c3a9e6fb7db955adf2d8c5870bc702/from_tabular_data.ipynb b/current/_downloads/17c3a9e6fb7db955adf2d8c5870bc702/from_tabular_data.ipynb index d94bbb139..750d67dce 100644 --- a/current/_downloads/17c3a9e6fb7db955adf2d8c5870bc702/from_tabular_data.ipynb +++ b/current/_downloads/17c3a9e6fb7db955adf2d8c5870bc702/from_tabular_data.ipynb @@ -125,7 +125,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/185f8785ccea35af1bcf2896aedd5597/transforms_and_units.ipynb b/current/_downloads/185f8785ccea35af1bcf2896aedd5597/transforms_and_units.ipynb index dd5f7fd76..d617376c4 100644 --- a/current/_downloads/185f8785ccea35af1bcf2896aedd5597/transforms_and_units.ipynb +++ b/current/_downloads/185f8785ccea35af1bcf2896aedd5597/transforms_and_units.ipynb @@ -103,7 +103,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/1becff7a610aee42b57e8b026cbe1fd8/map_signal.ipynb b/current/_downloads/1becff7a610aee42b57e8b026cbe1fd8/map_signal.ipynb new file mode 100644 index 000000000..31504c7c7 --- /dev/null +++ b/current/_downloads/1becff7a610aee42b57e8b026cbe1fd8/map_signal.ipynb @@ -0,0 +1,115 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Create Map from ROI in signal space\n\nUse the :func:`~.api.plot.plot_roi_map` function to create interactive maps defined\nfrom ROIs in signal space.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import hyperspy.api as hs" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create a signal:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s = hs.data.two_gaussians()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Add 2 ROIs in signal space and map the corresponding signal using :func:`~.api.plot.plot_roi_map`\nThe ROIs are added to the plot of the signal:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s.plot()\nroi = hs.plot.plot_roi_map(s, rois=2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Same as above, but plotting the maps in a single figure:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s.plot()\nroi = hs.plot.plot_roi_map(s, rois=2, single_figure=True)\n# Choose this figure as gallery thumbnail:\n# sphinx_gallery_thumbnail_number = 7" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Same as in previous step, but additionally specifying ``cmap`` and ``colors``:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s.plot()\nroi = hs.plot.plot_roi_map(s, rois=2, color=[\"r\", \"b\"], cmap=\"gray\", single_figure=True)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/current/_downloads/1fe9a7b6d4e2c4b4682a04f3d6a365b0/map_signal_circleROI.ipynb b/current/_downloads/1fe9a7b6d4e2c4b4682a04f3d6a365b0/map_signal_circleROI.ipynb new file mode 100644 index 000000000..580e632e2 --- /dev/null +++ b/current/_downloads/1fe9a7b6d4e2c4b4682a04f3d6a365b0/map_signal_circleROI.ipynb @@ -0,0 +1,97 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Create Map from CircleROI in signal space\n\nUse the :func:`~.api.plot.plot_roi_map` function to create interactive maps defined\nfrom a :class:`~.api.roi.CircleROI` in signal space.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import hyperspy.api as hs\nimport numpy as np" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create a signal:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "rng = np.random.default_rng(0)\ndata = rng.random(size=(100, 100, 50, 50))\ns = hs.signals.Signal2D(data)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Add 2 ROIs in signal space and map the corresponding signal using :func:`~.api.plot.plot_roi_map`.\nThe ROIs are added to the plot of the signal and by default a\n:class:`~.api.roi.RectangularROI` is used\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s.plot()\nroi = hs.plot.plot_roi_map(s, rois=2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Same as above but with using :class:`~.api.roi.CircleROI` with predefined position:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "roi1 = hs.roi.CircleROI(cx=25, cy=25, r=5)\nroi2 = hs.roi.CircleROI(cx=25, cy=25, r=15, r_inner=10)\ns.plot()\nroi = hs.plot.plot_roi_map(s, rois=[roi1, roi2])\n# Choose this figure as gallery thumbnail:\n# sphinx_gallery_thumbnail_number = 6" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/current/_downloads/2902e504355b85195b282e1feb17f937/ragged_points.ipynb b/current/_downloads/2902e504355b85195b282e1feb17f937/ragged_points.ipynb index 9046635c1..94a4370f7 100644 --- a/current/_downloads/2902e504355b85195b282e1feb17f937/ragged_points.ipynb +++ b/current/_downloads/2902e504355b85195b282e1feb17f937/ragged_points.ipynb @@ -67,7 +67,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/3cf3ca628ceea0bcede72bf1abe09297/circles_color_radius.ipynb b/current/_downloads/3cf3ca628ceea0bcede72bf1abe09297/circles_color_radius.ipynb index 47b8a0b71..62c5a04f4 100644 --- a/current/_downloads/3cf3ca628ceea0bcede72bf1abe09297/circles_color_radius.ipynb +++ b/current/_downloads/3cf3ca628ceea0bcede72bf1abe09297/circles_color_radius.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/3e2f149eea05b05314534276b13539f1/ExtractLineProfile.ipynb b/current/_downloads/3e2f149eea05b05314534276b13539f1/ExtractLineProfile.ipynb new file mode 100644 index 000000000..2279ed33a --- /dev/null +++ b/current/_downloads/3e2f149eea05b05314534276b13539f1/ExtractLineProfile.ipynb @@ -0,0 +1,165 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Extract line profile from image interactively\n\nInteractively extract a line profile (with a certain width) from an image using\n:py:class:`~.api.roi.Line2DROI`. Use :func:`~.api.plot.plot_spectra` to plot several\nline profiles on the same figure. Save a profile data as ``msa`` file.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ".. figure:: ../../_static/interactive_profiles.gif\n :align: center\n :width: 1024\n :alt: Interactive example gif of region of interest and associated profile plots.\n\n Extracting line profiles and interactive plotting.\n\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Initialize image data as HyperSpy signal:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import hyperspy.api as hs\nimport holospy as holo\nim0 = holo.data.Fe_needle_reference_hologram()\nim1 = holo.data.Fe_needle_hologram()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Intialize Line-ROI from position (400,250) to position (220,600) of width 5\nin calibrated axes units (in the current example equal to the image pixels):\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "line_roi = hs.roi.Line2DROI(400, 250, 220, 600, 5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Extract data along the ROI as new signal by \"slicing\" the signal and plot the\nprofile:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "profile = line_roi(im0)\nprofile.plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Slicing of the signal is not interactive. If you want to modify the line along\nwhich the profile is extracted, you can plot the image and display the ROI \ninteractively (creates a new signal object). You can even display the same ROI\non a second image to make sure that a profile is well placed on both images:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "im0.plot()\nprofile1 = line_roi.interactive(im0, color='green')\nim1.plot()\nprofile2 = line_roi.interactive(im1, color='green')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can then drag and drop the ends of the ROI to adjust the placement.\n\nIf you want to later update the ROI initialization with the modified parameters,\nyou can print these:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(tuple(line_roi))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can now directly access the data of the profile objects, e.g. to plot both\nprofiles in a single plot:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "hs.plot.plot_spectra([profile1, profile2])\n# Choose the fourth figure as gallery thumbnail:\n# sphinx_gallery_thumbnail_number = 4" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Since the profile is a signal object, you can use any other functionality provided\nby hyperspy, e.g. to save a profile as `.msa` text file:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "profile1.save('extracted-line-profile.msa', format='XY', overwrite=True)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/current/_downloads/3ea644de4b0245048cbde826fcb9ff4c/map_signal_circleROI.py b/current/_downloads/3ea644de4b0245048cbde826fcb9ff4c/map_signal_circleROI.py new file mode 100644 index 000000000..f90595eb2 --- /dev/null +++ b/current/_downloads/3ea644de4b0245048cbde826fcb9ff4c/map_signal_circleROI.py @@ -0,0 +1,32 @@ +""" +Create Map from CircleROI in signal space +========================================= + +Use the :func:`~.api.plot.plot_roi_map` function to create interactive maps defined +from a :class:`~.api.roi.CircleROI` in signal space. + +""" +import hyperspy.api as hs +import numpy as np + +#%% +# Create a signal: +rng = np.random.default_rng(0) +data = rng.random(size=(100, 100, 50, 50)) +s = hs.signals.Signal2D(data) + +#%% +# Add 2 ROIs in signal space and map the corresponding signal using :func:`~.api.plot.plot_roi_map`. +# The ROIs are added to the plot of the signal and by default a +# :class:`~.api.roi.RectangularROI` is used +s.plot() +roi = hs.plot.plot_roi_map(s, rois=2) + +#%% +# Same as above but with using :class:`~.api.roi.CircleROI` with predefined position: +roi1 = hs.roi.CircleROI(cx=25, cy=25, r=5) +roi2 = hs.roi.CircleROI(cx=25, cy=25, r=15, r_inner=10) +s.plot() +roi = hs.plot.plot_roi_map(s, rois=[roi1, roi2]) +# Choose this figure as gallery thumbnail: +# sphinx_gallery_thumbnail_number = 6 \ No newline at end of file diff --git a/current/_downloads/4325176c7fd20e69fdf92acb18fe8353/ROI_navigator.py b/current/_downloads/4325176c7fd20e69fdf92acb18fe8353/ROI_navigator.py new file mode 100644 index 000000000..53e4de15b --- /dev/null +++ b/current/_downloads/4325176c7fd20e69fdf92acb18fe8353/ROI_navigator.py @@ -0,0 +1,39 @@ +""" +Navigator ROI +============= + +Use a RectangularROI to take the sum of an area of the navigation space. + +""" + +import hyperspy.api as hs + +#%% +# Create a signal: +s = hs.data.two_gaussians() + +#%% +# Create the roi, here a :py:class:`~.api.roi.RectangularROI` for the two dimension navigation space: +roi = hs.roi.RectangularROI() + +#%% +# Slice signal with roi with the ROI. By using the `interactive` function, the +# output signal ``s_roi`` will update automatically. +# The ROI will be added automatically on the signal figure. +# +# By default, the ROI will be added to the navigation or signal. We specify +# ``recompute_out_event=None`` to avoid redundant computation when changing the ROI + +s.plot() +s_roi = roi.interactive(s, recompute_out_event=None, color='C1') + +# We use :py:class:`~.interactive` function to compute the sum over the ROI interactively: + +roi_sum = hs.interactive(s_roi.sum, recompute_out_event=None) + +# Choose the second figure as gallery thumbnail: +# sphinx_gallery_thumbnail_number = 1 + +#%% +# Plot the signal sliced by the ROI: +roi_sum.plot() diff --git a/current/_downloads/4e1721e8f83906959dad15e7eb198bcf/circles.ipynb b/current/_downloads/4e1721e8f83906959dad15e7eb198bcf/circles.ipynb index 54e75757f..ebb5d710e 100644 --- a/current/_downloads/4e1721e8f83906959dad15e7eb198bcf/circles.ipynb +++ b/current/_downloads/4e1721e8f83906959dad15e7eb198bcf/circles.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/5b3a93d109399ba08d1fe92d3af0986c/line_spectrum.ipynb b/current/_downloads/5b3a93d109399ba08d1fe92d3af0986c/line_spectrum.ipynb index 16b1e7c86..79bd958c3 100644 --- a/current/_downloads/5b3a93d109399ba08d1fe92d3af0986c/line_spectrum.ipynb +++ b/current/_downloads/5b3a93d109399ba08d1fe92d3af0986c/line_spectrum.ipynb @@ -35,7 +35,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/657cfd41e8b32c3bdd1d983a2fce8987/convert_color_image.py b/current/_downloads/657cfd41e8b32c3bdd1d983a2fce8987/convert_color_image.py new file mode 100644 index 000000000..ffd870f50 --- /dev/null +++ b/current/_downloads/657cfd41e8b32c3bdd1d983a2fce8987/convert_color_image.py @@ -0,0 +1,81 @@ +""" +Adjust contrast and save RGB images +=================================== + +This example shows how to adjust the contrast and intensities using +scikit-image and save it as an RGB image. + +When saving an RGB image to ``jpg``, only 8 bits are supported and the image +intensity needs to be rescaled to 0-255 before converting to 8 bits, +otherwise, the intensities will be cropped at the value of 255. + +""" + +import hyperspy.api as hs +import numpy as np +import skimage as ski + +#%% +# +# Adjust contrast +# ############### +# +# In hyperspy, color images are defined as Signal1D with the signal dimension +# corresponding to the color channel (red, green and blue) + +# The dtype can be changed to a custom dtype, which is convenient to visualise +# the color image +s = hs.signals.Signal1D(ski.data.astronaut()) +s.change_dtype("rgb8") +print(s) + +#%% +# Display the color image +s.plot() + +#%% +# Processing is usually performed on standard dtype (e.g. ``uint8``, ``uint16``), because +# most functions from scikit-image, numpy, scipy, etc. only support standard ``dtype``. +# Convert from RGB to unsigned integer 16 bits +s.change_dtype("uint8") +print(s) + +#%% +# Adjust contrast (gamma correction) +s.data = ski.exposure.adjust_gamma(s.data, gamma=0.2) + +#%% +# +# Save to ``jpg`` +# ############### +# +# Change dtype back to custom dtype ``rgb8`` +s.change_dtype("rgb8") + +#%% +# Save as jpg +s.save("rgb8_image.jpg", overwrite=True) + + +#%% +# +# Save ``rgb16`` image to ``jpg`` +# ############################### +# +# The last part of this example shows how to save ``rgb16`` to a ``jpg`` file +# +# Create a signal with ``rgb16`` dtype +s2 = hs.signals.Signal1D(ski.data.astronaut().astype("uint16") * 100) + +#%% +# To save a color image to ``jpg``, the signal needs to be converted to ``rgb8`` because +# ``jpg`` only support 8-bit RGB +# Rescale intensity to fit the unsigned integer 8 bits (2**8 = 256 intensity level) +s2.data = ski.exposure.rescale_intensity(s2.data, out_range=(0, 255)) + +#%% +# Now that the values have been rescaled to the 0-255 range, we can convert the data type +# to unsigned integer 8 bit and then ``rgb8`` to be 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z)PCy;-Z6knl?d|DUUWy!xM$2(Lt~OhKVBYEYG`h3tnC7~X^@pA2_3}*$#{}I7a6N~ zxw)aP`HdW&t3k3N>E&aCP!cD(Eyw4yJc?U9kj5{2Kvn4j!Mh7Tkc{`v`4@L4fP?X|3Q9a2y#^U z1pJEINm31|hBX`xK`Ou81t!CJ$wy)upEXjhVOVz&4J%URt5J#nfJhmJ)Ts&%haor4 MhKqGjq8jk~f3LVy@&Et; diff --git a/current/_downloads/7b83bc6ab41142af0bf5cb4b4f088a43/ExtractLineProfile.py b/current/_downloads/7b83bc6ab41142af0bf5cb4b4f088a43/ExtractLineProfile.py new file mode 100644 index 000000000..c4983a98a --- /dev/null +++ b/current/_downloads/7b83bc6ab41142af0bf5cb4b4f088a43/ExtractLineProfile.py @@ -0,0 +1,64 @@ +""" +Extract line profile from image interactively +============================================= + +Interactively extract a line profile (with a certain width) from an image using +:py:class:`~.api.roi.Line2DROI`. Use :func:`~.api.plot.plot_spectra` to plot several +line profiles on the same figure. Save a profile data as ``msa`` file. + +""" + +#%% +#.. figure:: ../../_static/interactive_profiles.gif +# :align: center +# :width: 1024 +# :alt: Interactive example gif of region of interest and associated profile plots. +# +# Extracting line profiles and interactive plotting. + +#%% +# Initialize image data as HyperSpy signal: +import hyperspy.api as hs +import holospy as holo +im0 = holo.data.Fe_needle_reference_hologram() +im1 = holo.data.Fe_needle_hologram() + +#%% +# Intialize Line-ROI from position (400,250) to position (220,600) of width 5 +# in calibrated axes units (in the current example equal to the image pixels): +line_roi = hs.roi.Line2DROI(400, 250, 220, 600, 5) + +#%% +# Extract data along the ROI as new signal by "slicing" the signal and plot the +# profile: +profile = line_roi(im0) +profile.plot() + +#%% +# Slicing of the signal is not interactive. If you want to modify the line along +# which the profile is extracted, you can plot the image and display the ROI +# interactively (creates a new signal object). You can even display the same ROI +# on a second image to make sure that a profile is well placed on both images: +im0.plot() +profile1 = line_roi.interactive(im0, color='green') +im1.plot() +profile2 = line_roi.interactive(im1, color='green') + +#%% +# You can then drag and drop the ends of the ROI to adjust the placement. +# +# If you want to later update the ROI initialization with the modified parameters, +# you can print these: +print(tuple(line_roi)) + +#%% +# You can now directly access the data of the profile objects, e.g. to plot both +# profiles in a single plot: +hs.plot.plot_spectra([profile1, profile2]) +# Choose the fourth figure as gallery thumbnail: +# sphinx_gallery_thumbnail_number = 4 + +#%% +# Since the profile is a signal object, you can use any other functionality provided +# by hyperspy, e.g. to save a profile as `.msa` text file: +profile1.save('extracted-line-profile.msa', format='XY', overwrite=True) diff --git a/current/_downloads/85a78734181ae31ad1be2f06150bc92c/convert_color_image.ipynb b/current/_downloads/85a78734181ae31ad1be2f06150bc92c/convert_color_image.ipynb new file mode 100644 index 000000000..0d1044c57 --- /dev/null +++ b/current/_downloads/85a78734181ae31ad1be2f06150bc92c/convert_color_image.ipynb @@ -0,0 +1,205 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Adjust contrast and save RGB images\n\nThis example shows how to adjust the contrast and intensities using\nscikit-image and save it as an RGB image.\n\nWhen saving an RGB image to ``jpg``, only 8 bits are supported and the image\nintensity needs to be rescaled to 0-255 before converting to 8 bits,\notherwise, the intensities will be cropped at the value of 255.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import hyperspy.api as hs\nimport numpy as np\nimport skimage as ski" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Adjust contrast\n\nIn hyperspy, color images are defined as Signal1D with the signal dimension\ncorresponding to the color channel (red, green and blue)\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# The dtype can be changed to a custom dtype, which is convenient to visualise\n# the color image\ns = hs.signals.Signal1D(ski.data.astronaut())\ns.change_dtype(\"rgb8\")\nprint(s)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Display the color image\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s.plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Processing is usually performed on standard dtype (e.g. ``uint8``, ``uint16``), because\nmost functions from scikit-image, numpy, scipy, etc. only support standard ``dtype``.\nConvert from RGB to unsigned integer 16 bits\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s.change_dtype(\"uint8\")\nprint(s)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Adjust contrast (gamma correction)\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s.data = ski.exposure.adjust_gamma(s.data, gamma=0.2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Save to ``jpg``\n\nChange dtype back to custom dtype ``rgb8``\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s.change_dtype(\"rgb8\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Save as jpg\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s.save(\"rgb8_image.jpg\", overwrite=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Save ``rgb16`` image to ``jpg``\n\nThe last part of this example shows how to save ``rgb16`` to a ``jpg`` file\n\nCreate a signal with ``rgb16`` dtype\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s2 = hs.signals.Signal1D(ski.data.astronaut().astype(\"uint16\") * 100)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To save a color image to ``jpg``, the signal needs to be converted to ``rgb8`` because\n``jpg`` only support 8-bit RGB\nRescale intensity to fit the unsigned integer 8 bits (2**8 = 256 intensity level)\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s2.data = ski.exposure.rescale_intensity(s2.data, out_range=(0, 255))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that the values have been rescaled to the 0-255 range, we can convert the data type\nto unsigned integer 8 bit and then ``rgb8`` to be able to save the RGB image in ``jpg`` format\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s2.change_dtype(\"uint8\")\ns2.change_dtype(\"rgb8\")\ns2.save(\"rgb16_image_saved_as_jpg.jpg\", overwrite=True)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/current/_downloads/8ac62499ff3ae3879006917d10a8cfae/arrows_ragged.ipynb b/current/_downloads/8ac62499ff3ae3879006917d10a8cfae/arrows_ragged.ipynb index 93c87219c..f1b333794 100644 --- a/current/_downloads/8ac62499ff3ae3879006917d10a8cfae/arrows_ragged.ipynb +++ b/current/_downloads/8ac62499ff3ae3879006917d10a8cfae/arrows_ragged.ipynb @@ -67,7 +67,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/8c831c6660a710c72dfebabffdd00c16/SpanROI.ipynb b/current/_downloads/8c831c6660a710c72dfebabffdd00c16/SpanROI.ipynb index bad02f939..cc832edf2 100644 --- a/current/_downloads/8c831c6660a710c72dfebabffdd00c16/SpanROI.ipynb +++ b/current/_downloads/8c831c6660a710c72dfebabffdd00c16/SpanROI.ipynb @@ -107,7 +107,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/8eb70dcf4e4b9dcb648e1a1876ffdc45/polygons.ipynb b/current/_downloads/8eb70dcf4e4b9dcb648e1a1876ffdc45/polygons.ipynb index 8fb4634aa..6aac067ab 100644 --- a/current/_downloads/8eb70dcf4e4b9dcb648e1a1876ffdc45/polygons.ipynb +++ b/current/_downloads/8eb70dcf4e4b9dcb648e1a1876ffdc45/polygons.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/91eb8f06239917b989a113133efe0d7b/filled_circles.ipynb b/current/_downloads/91eb8f06239917b989a113133efe0d7b/filled_circles.ipynb index fe4e82b3d..5bd7d3f0e 100644 --- a/current/_downloads/91eb8f06239917b989a113133efe0d7b/filled_circles.ipynb +++ b/current/_downloads/91eb8f06239917b989a113133efe0d7b/filled_circles.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/927756b6a0c018af9fd97707a38024d3/from_tabular_data_file.ipynb b/current/_downloads/927756b6a0c018af9fd97707a38024d3/from_tabular_data_file.ipynb index 137ac222b..777aec7b3 100644 --- a/current/_downloads/927756b6a0c018af9fd97707a38024d3/from_tabular_data_file.ipynb +++ b/current/_downloads/927756b6a0c018af9fd97707a38024d3/from_tabular_data_file.ipynb @@ -125,7 +125,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/94a2e0ef6de6e11b9af1b44f689c8d62/lines.ipynb b/current/_downloads/94a2e0ef6de6e11b9af1b44f689c8d62/lines.ipynb index 0a32b4213..2729f4f39 100644 --- a/current/_downloads/94a2e0ef6de6e11b9af1b44f689c8d62/lines.ipynb +++ b/current/_downloads/94a2e0ef6de6e11b9af1b44f689c8d62/lines.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/9659e1484cba292c6d92efff339b2fbf/spectrum_image.ipynb b/current/_downloads/9659e1484cba292c6d92efff339b2fbf/spectrum_image.ipynb index 3949a990a..fa3cb5832 100644 --- a/current/_downloads/9659e1484cba292c6d92efff339b2fbf/spectrum_image.ipynb +++ b/current/_downloads/9659e1484cba292c6d92efff339b2fbf/spectrum_image.ipynb @@ -35,7 +35,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/971c2906ad663020c2e6701928a24c9a/plot_residual.ipynb b/current/_downloads/971c2906ad663020c2e6701928a24c9a/plot_residual.ipynb index c2c79cbd1..b2ec94a37 100644 --- a/current/_downloads/971c2906ad663020c2e6701928a24c9a/plot_residual.ipynb +++ b/current/_downloads/971c2906ad663020c2e6701928a24c9a/plot_residual.ipynb @@ -105,14 +105,7 @@ }, "outputs": [], "source": [ - "m.plot(plot_residual=True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "sphinx_gallery_thumbnail_number = 2\n\n" + "m.plot(plot_residual=True)\n# Choose the second figure as gallery thumbnail:\n# sphinx_gallery_thumbnail_number = 2" ] } ], @@ -132,7 +125,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/9e7b162e81e7c65d66c712b429d6d410/2D_image_stack.ipynb b/current/_downloads/9e7b162e81e7c65d66c712b429d6d410/2D_image_stack.ipynb index ed69c9a6b..ed911edec 100644 --- a/current/_downloads/9e7b162e81e7c65d66c712b429d6d410/2D_image_stack.ipynb +++ b/current/_downloads/9e7b162e81e7c65d66c712b429d6d410/2D_image_stack.ipynb @@ -35,7 +35,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/9fccdf8a75923677d25708442159bb9b/simple_arctan_fit.ipynb b/current/_downloads/9fccdf8a75923677d25708442159bb9b/simple_arctan_fit.ipynb index b75a27ee5..c372b8956 100644 --- a/current/_downloads/9fccdf8a75923677d25708442159bb9b/simple_arctan_fit.ipynb +++ b/current/_downloads/9fccdf8a75923677d25708442159bb9b/simple_arctan_fit.ipynb @@ -35,7 +35,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/a3cf0a4d1c05015af54933207a0375da/texts.ipynb b/current/_downloads/a3cf0a4d1c05015af54933207a0375da/texts.ipynb index 5135c4008..7bbaf61fa 100644 --- a/current/_downloads/a3cf0a4d1c05015af54933207a0375da/texts.ipynb +++ b/current/_downloads/a3cf0a4d1c05015af54933207a0375da/texts.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/b259782f0723898fc7eaf3cb838b2ce2/1D_image_stack.ipynb b/current/_downloads/b259782f0723898fc7eaf3cb838b2ce2/1D_image_stack.ipynb index 4e052025b..356326103 100644 --- a/current/_downloads/b259782f0723898fc7eaf3cb838b2ce2/1D_image_stack.ipynb +++ b/current/_downloads/b259782f0723898fc7eaf3cb838b2ce2/1D_image_stack.ipynb @@ -35,7 +35,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/bcf1c8fc42bd197df15fd8f918fa8598/from_signal.ipynb b/current/_downloads/bcf1c8fc42bd197df15fd8f918fa8598/from_signal.ipynb index d5534ee27..e422bcc65 100644 --- a/current/_downloads/bcf1c8fc42bd197df15fd8f918fa8598/from_signal.ipynb +++ b/current/_downloads/bcf1c8fc42bd197df15fd8f918fa8598/from_signal.ipynb @@ -35,7 +35,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/c29dc955bbbb6aa64cf8b2dd83585295/rotation_makers.ipynb b/current/_downloads/c29dc955bbbb6aa64cf8b2dd83585295/rotation_makers.ipynb index 32b4e3210..48308fd47 100644 --- a/current/_downloads/c29dc955bbbb6aa64cf8b2dd83585295/rotation_makers.ipynb +++ b/current/_downloads/c29dc955bbbb6aa64cf8b2dd83585295/rotation_makers.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/c54ca5277d633e561a26a312ed58cb35/ROI_navigator.ipynb b/current/_downloads/c54ca5277d633e561a26a312ed58cb35/ROI_navigator.ipynb new file mode 100644 index 000000000..357fda6dc --- /dev/null +++ b/current/_downloads/c54ca5277d633e561a26a312ed58cb35/ROI_navigator.ipynb @@ -0,0 +1,115 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n# Navigator ROI\n\nUse a RectangularROI to take the sum of an area of the navigation space.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import hyperspy.api as hs" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create a signal:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s = hs.data.two_gaussians()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create the roi, here a :py:class:`~.api.roi.RectangularROI` for the two dimension navigation space:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "roi = hs.roi.RectangularROI()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Slice signal with roi with the ROI. By using the `interactive` function, the\noutput signal ``s_roi`` will update automatically.\nThe ROI will be added automatically on the signal figure.\n\nBy default, the ROI will be added to the navigation or signal. We specify\n``recompute_out_event=None`` to avoid redundant computation when changing the ROI\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s.plot()\ns_roi = roi.interactive(s, recompute_out_event=None, color='C1')\n\n# We use :py:class:`~.interactive` function to compute the sum over the ROI interactively:\n\nroi_sum = hs.interactive(s_roi.sum, recompute_out_event=None)\n\n# Choose the second figure as gallery thumbnail:\n# sphinx_gallery_thumbnail_number = 1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the signal sliced by the ROI:\n\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "roi_sum.plot()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/current/_downloads/c62d00e521396198d8748d5a1ef79c99/add_remove_marker.ipynb b/current/_downloads/c62d00e521396198d8748d5a1ef79c99/add_remove_marker.ipynb index 24f9693ef..087c6851e 100644 --- a/current/_downloads/c62d00e521396198d8748d5a1ef79c99/add_remove_marker.ipynb +++ b/current/_downloads/c62d00e521396198d8748d5a1ef79c99/add_remove_marker.ipynb @@ -103,7 +103,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/cb0a0c38a0f8a78c6ca66d5c5376b18b/ellipses.ipynb b/current/_downloads/cb0a0c38a0f8a78c6ca66d5c5376b18b/ellipses.ipynb index a8d9c3de2..413e9db06 100644 --- a/current/_downloads/cb0a0c38a0f8a78c6ca66d5c5376b18b/ellipses.ipynb +++ b/current/_downloads/cb0a0c38a0f8a78c6ca66d5c5376b18b/ellipses.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/ce00382f897fad5b3dcb0c4b2ab12fce/plot_residual.py b/current/_downloads/ce00382f897fad5b3dcb0c4b2ab12fce/plot_residual.py index e499356fb..2c2881787 100644 --- a/current/_downloads/ce00382f897fad5b3dcb0c4b2ab12fce/plot_residual.py +++ b/current/_downloads/ce00382f897fad5b3dcb0c4b2ab12fce/plot_residual.py @@ -31,6 +31,6 @@ #%% # Plot the fitted model with residual: m.plot(plot_residual=True) - -#%% +# Choose the second figure as gallery thumbnail: # sphinx_gallery_thumbnail_number = 2 + diff --git a/current/_downloads/d3407f03f196e7b29ddc9b577a43498f/stars.ipynb b/current/_downloads/d3407f03f196e7b29ddc9b577a43498f/stars.ipynb index bb6eb87f0..67af80542 100644 --- a/current/_downloads/d3407f03f196e7b29ddc9b577a43498f/stars.ipynb +++ b/current/_downloads/d3407f03f196e7b29ddc9b577a43498f/stars.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/dfcd2e5e34bebb25fc2ac0609fc6201d/two_gaussians.ipynb b/current/_downloads/dfcd2e5e34bebb25fc2ac0609fc6201d/two_gaussians.ipynb index 45056418d..28d5d6a0a 100644 --- a/current/_downloads/dfcd2e5e34bebb25fc2ac0609fc6201d/two_gaussians.ipynb +++ b/current/_downloads/dfcd2e5e34bebb25fc2ac0609fc6201d/two_gaussians.ipynb @@ -35,7 +35,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/e0e12bfdd2e7e897d5a54829ef30fd35/export_single_spectrum.ipynb b/current/_downloads/e0e12bfdd2e7e897d5a54829ef30fd35/export_single_spectrum.ipynb index 28e1b4cbc..cd8c32399 100644 --- a/current/_downloads/e0e12bfdd2e7e897d5a54829ef30fd35/export_single_spectrum.ipynb +++ b/current/_downloads/e0e12bfdd2e7e897d5a54829ef30fd35/export_single_spectrum.ipynb @@ -35,7 +35,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/eae7abe7238ab14499cbd84891654bf6/vertical_lines.ipynb b/current/_downloads/eae7abe7238ab14499cbd84891654bf6/vertical_lines.ipynb index b1b4b9166..fbe242446 100644 --- a/current/_downloads/eae7abe7238ab14499cbd84891654bf6/vertical_lines.ipynb +++ b/current/_downloads/eae7abe7238ab14499cbd84891654bf6/vertical_lines.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/f9386609de449ee2f237d930e616947a/arrows_navigation.ipynb b/current/_downloads/f9386609de449ee2f237d930e616947a/arrows_navigation.ipynb index 5ac6f5a75..6786acfaf 100644 --- a/current/_downloads/f9386609de449ee2f237d930e616947a/arrows_navigation.ipynb +++ b/current/_downloads/f9386609de449ee2f237d930e616947a/arrows_navigation.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/current/_downloads/fd6cae3f54f0de25d99ee3ea2fc58c33/squares.ipynb b/current/_downloads/fd6cae3f54f0de25d99ee3ea2fc58c33/squares.ipynb index 2fa246b29..51851f2fe 100644 --- a/current/_downloads/fd6cae3f54f0de25d99ee3ea2fc58c33/squares.ipynb +++ b/current/_downloads/fd6cae3f54f0de25d99ee3ea2fc58c33/squares.ipynb @@ -85,7 +85,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.9" } }, "nbformat": 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sphx-glr-example-title @@ -99,7 +99,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.493 seconds) + **Total running time of the script:** (0 minutes 1.077 seconds) .. _sphx_glr_download_auto_examples_Markers_arrows.py: diff --git a/current/_sources/auto_examples/Markers/arrows_navigation.rst.txt b/current/_sources/auto_examples/Markers/arrows_navigation.rst.txt index 6c17423f3..71908f949 100644 --- a/current/_sources/auto_examples/Markers/arrows_navigation.rst.txt +++ b/current/_sources/auto_examples/Markers/arrows_navigation.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -175,7 +175,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.831 seconds) + **Total running time of the script:** (0 minutes 2.097 seconds) .. _sphx_glr_download_auto_examples_Markers_arrows_navigation.py: diff --git a/current/_sources/auto_examples/Markers/arrows_ragged.rst.txt b/current/_sources/auto_examples/Markers/arrows_ragged.rst.txt index 1fc1cdcab..92875bec3 100644 --- a/current/_sources/auto_examples/Markers/arrows_ragged.rst.txt +++ b/current/_sources/auto_examples/Markers/arrows_ragged.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -114,7 +114,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.449 seconds) + **Total running time of the script:** (0 minutes 0.733 seconds) .. _sphx_glr_download_auto_examples_Markers_arrows_ragged.py: diff --git a/current/_sources/auto_examples/Markers/circles.rst.txt b/current/_sources/auto_examples/Markers/circles.rst.txt index f8fae65e8..a5a612492 100644 --- a/current/_sources/auto_examples/Markers/circles.rst.txt +++ b/current/_sources/auto_examples/Markers/circles.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -154,7 +154,7 @@ sphinx_gallery_thumbnail_number = 4 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.797 seconds) + **Total running time of the script:** (0 minutes 1.440 seconds) .. _sphx_glr_download_auto_examples_Markers_circles.py: diff --git a/current/_sources/auto_examples/Markers/circles_color_radius.rst.txt b/current/_sources/auto_examples/Markers/circles_color_radius.rst.txt index 904f8ccae..5e94f751f 100644 --- a/current/_sources/auto_examples/Markers/circles_color_radius.rst.txt +++ b/current/_sources/auto_examples/Markers/circles_color_radius.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -138,7 +138,7 @@ sphinx_gallery_thumbnail_number = .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.415 seconds) + **Total running time of the script:** (0 minutes 0.805 seconds) .. _sphx_glr_download_auto_examples_Markers_circles_color_radius.py: diff --git a/current/_sources/auto_examples/Markers/ellipses.rst.txt b/current/_sources/auto_examples/Markers/ellipses.rst.txt index 9ccd3b815..983aa3198 100644 --- a/current/_sources/auto_examples/Markers/ellipses.rst.txt +++ b/current/_sources/auto_examples/Markers/ellipses.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -161,7 +161,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.946 seconds) + **Total running time of the script:** (0 minutes 1.969 seconds) .. _sphx_glr_download_auto_examples_Markers_ellipses.py: diff --git a/current/_sources/auto_examples/Markers/filled_circles.rst.txt b/current/_sources/auto_examples/Markers/filled_circles.rst.txt index 12fc482a7..c4046e4b2 100644 --- a/current/_sources/auto_examples/Markers/filled_circles.rst.txt +++ b/current/_sources/auto_examples/Markers/filled_circles.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -154,7 +154,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.916 seconds) + **Total running time of the script:** (0 minutes 1.898 seconds) .. _sphx_glr_download_auto_examples_Markers_filled_circles.py: diff --git a/current/_sources/auto_examples/Markers/from_signal.rst.txt b/current/_sources/auto_examples/Markers/from_signal.rst.txt index e18a7baaa..0013f7cf0 100644 --- a/current/_sources/auto_examples/Markers/from_signal.rst.txt +++ b/current/_sources/auto_examples/Markers/from_signal.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -52,7 +52,7 @@ that position. .. code-block:: none - [ ] | 0% Completed | 88.60 us[-0.05] + [ ] | 0% Completed | 82.02 us[-0.05] [0.0398941] [-0.1] [0.03989411] @@ -61,7 +61,7 @@ that position. [-0.3] [0.03989413] [########################################] | 100% Completed | 100.44 ms - [ ] | 0% Completed | 88.38 us [########################################] | 100% Completed | 100.29 ms + [ ] | 0% Completed | 102.00 us [########################################] | 100% Completed | 100.32 ms @@ -132,7 +132,7 @@ that position. .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.524 seconds) + **Total running time of the script:** (0 minutes 0.899 seconds) .. _sphx_glr_download_auto_examples_Markers_from_signal.py: diff --git a/current/_sources/auto_examples/Markers/index.rst.txt b/current/_sources/auto_examples/Markers/index.rst.txt index f11123a44..3b4985a18 100644 --- a/current/_sources/auto_examples/Markers/index.rst.txt +++ b/current/_sources/auto_examples/Markers/index.rst.txt @@ -15,6 +15,7 @@ Gallery of examples on using HyperSpy markers.
    +.. thumbnail-parent-div-open .. raw:: html @@ -339,6 +340,8 @@ Gallery of examples on using HyperSpy markers.
    +.. thumbnail-parent-div-close + .. raw:: html diff --git a/current/_sources/auto_examples/Markers/lines.rst.txt b/current/_sources/auto_examples/Markers/lines.rst.txt index 6d0440daa..ea144994f 100644 --- a/current/_sources/auto_examples/Markers/lines.rst.txt +++ b/current/_sources/auto_examples/Markers/lines.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -156,7 +156,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.928 seconds) + **Total running time of the script:** (0 minutes 2.061 seconds) .. _sphx_glr_download_auto_examples_Markers_lines.py: diff --git a/current/_sources/auto_examples/Markers/polygons.rst.txt b/current/_sources/auto_examples/Markers/polygons.rst.txt index cbd659c43..6a5ce9038 100644 --- a/current/_sources/auto_examples/Markers/polygons.rst.txt +++ b/current/_sources/auto_examples/Markers/polygons.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -158,7 +158,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.928 seconds) + **Total running time of the script:** (0 minutes 2.067 seconds) .. _sphx_glr_download_auto_examples_Markers_polygons.py: diff --git a/current/_sources/auto_examples/Markers/ragged_points.rst.txt b/current/_sources/auto_examples/Markers/ragged_points.rst.txt index 3cbcd3119..f7881b83e 100644 --- a/current/_sources/auto_examples/Markers/ragged_points.rst.txt +++ b/current/_sources/auto_examples/Markers/ragged_points.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -102,7 +102,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 1.670 seconds) + **Total running time of the script:** (0 minutes 1.961 seconds) .. _sphx_glr_download_auto_examples_Markers_ragged_points.py: diff --git a/current/_sources/auto_examples/Markers/rectangles.rst.txt b/current/_sources/auto_examples/Markers/rectangles.rst.txt index 9fbb95e00..54734dc8d 100644 --- a/current/_sources/auto_examples/Markers/rectangles.rst.txt +++ b/current/_sources/auto_examples/Markers/rectangles.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -163,7 +163,7 @@ sphinx_gallery_thumbnail_number = 4 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.926 seconds) + **Total running time of the script:** (0 minutes 2.047 seconds) .. _sphx_glr_download_auto_examples_Markers_rectangles.py: diff --git a/current/_sources/auto_examples/Markers/rotation_makers.rst.txt b/current/_sources/auto_examples/Markers/rotation_makers.rst.txt index 0ddcab68c..db99aac46 100644 --- a/current/_sources/auto_examples/Markers/rotation_makers.rst.txt +++ b/current/_sources/auto_examples/Markers/rotation_makers.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -127,7 +127,7 @@ sphinx_gallery_thumbnail_number = 1 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.229 seconds) + **Total running time of the script:** (0 minutes 0.529 seconds) .. _sphx_glr_download_auto_examples_Markers_rotation_makers.py: diff --git a/current/_sources/auto_examples/Markers/sg_execution_times.rst.txt b/current/_sources/auto_examples/Markers/sg_execution_times.rst.txt index ddc31c20d..c76079006 100644 --- a/current/_sources/auto_examples/Markers/sg_execution_times.rst.txt +++ b/current/_sources/auto_examples/Markers/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**00:16.073** total execution time for 19 files **from auto_examples/Markers**: +**00:31.712** total execution time for 19 files **from auto_examples/Markers**: .. container:: @@ -32,60 +32,60 @@ Computation times * - Example - Time - Mem (MB) - * - :ref:`sphx_glr_auto_examples_Markers_ragged_points.py` (``ragged_points.py``) - - 00:01.670 - - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_transforms_and_units.py` (``transforms_and_units.py``) - - 00:01.332 + - 00:02.698 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_add_remove_marker.py` (``add_remove_marker.py``) - - 00:01.186 + - 00:02.310 - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_ellipses.py` (``ellipses.py``) - - 00:00.946 + * - :ref:`sphx_glr_auto_examples_Markers_arrows_navigation.py` (``arrows_navigation.py``) + - 00:02.097 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_squares.py` (``squares.py``) - - 00:00.930 - - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_lines.py` (``lines.py``) - - 00:00.928 + - 00:02.085 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_polygons.py` (``polygons.py``) - - 00:00.928 + - 00:02.067 + - 0.0 + * - :ref:`sphx_glr_auto_examples_Markers_lines.py` (``lines.py``) + - 00:02.061 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_rectangles.py` (``rectangles.py``) - - 00:00.926 + - 00:02.047 + - 0.0 + * - :ref:`sphx_glr_auto_examples_Markers_ellipses.py` (``ellipses.py``) + - 00:01.969 + - 0.0 + * - :ref:`sphx_glr_auto_examples_Markers_ragged_points.py` (``ragged_points.py``) + - 00:01.961 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_stars.py` (``stars.py``) - - 00:00.917 + - 00:01.940 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_filled_circles.py` (``filled_circles.py``) - - 00:00.916 - - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_arrows_navigation.py` (``arrows_navigation.py``) - - 00:00.831 + - 00:01.898 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_vertical_lines.py` (``vertical_lines.py``) - - 00:00.829 - - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_texts.py` (``texts.py``) - - 00:00.828 + - 00:01.663 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_circles.py` (``circles.py``) - - 00:00.797 + - 00:01.440 - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_from_signal.py` (``from_signal.py``) - - 00:00.524 + * - :ref:`sphx_glr_auto_examples_Markers_texts.py` (``texts.py``) + - 00:01.433 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_arrows.py` (``arrows.py``) - - 00:00.493 + - 00:01.077 - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_arrows_ragged.py` (``arrows_ragged.py``) - - 00:00.449 + * - :ref:`sphx_glr_auto_examples_Markers_from_signal.py` (``from_signal.py``) + - 00:00.899 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_circles_color_radius.py` (``circles_color_radius.py``) - - 00:00.415 + - 00:00.805 + - 0.0 + * - :ref:`sphx_glr_auto_examples_Markers_arrows_ragged.py` (``arrows_ragged.py``) + - 00:00.733 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_rotation_makers.py` (``rotation_makers.py``) - - 00:00.229 + - 00:00.529 - 0.0 diff --git a/current/_sources/auto_examples/Markers/squares.rst.txt b/current/_sources/auto_examples/Markers/squares.rst.txt index 846199764..dede6f88f 100644 --- a/current/_sources/auto_examples/Markers/squares.rst.txt +++ b/current/_sources/auto_examples/Markers/squares.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -161,7 +161,7 @@ sphinx_gallery_thumbnail_number = 4 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.930 seconds) + **Total running time of the script:** (0 minutes 2.085 seconds) .. _sphx_glr_download_auto_examples_Markers_squares.py: diff --git a/current/_sources/auto_examples/Markers/stars.rst.txt b/current/_sources/auto_examples/Markers/stars.rst.txt index ccb114afa..c9099dc66 100644 --- a/current/_sources/auto_examples/Markers/stars.rst.txt +++ b/current/_sources/auto_examples/Markers/stars.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -153,7 +153,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.917 seconds) + **Total running time of the script:** (0 minutes 1.940 seconds) .. _sphx_glr_download_auto_examples_Markers_stars.py: diff --git a/current/_sources/auto_examples/Markers/texts.rst.txt b/current/_sources/auto_examples/Markers/texts.rst.txt index 95ac179f4..aee336022 100644 --- a/current/_sources/auto_examples/Markers/texts.rst.txt +++ b/current/_sources/auto_examples/Markers/texts.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -150,7 +150,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.828 seconds) + **Total running time of the script:** (0 minutes 1.433 seconds) .. _sphx_glr_download_auto_examples_Markers_texts.py: diff --git a/current/_sources/auto_examples/Markers/transforms_and_units.rst.txt b/current/_sources/auto_examples/Markers/transforms_and_units.rst.txt index 5ebf68323..5d64e9ea4 100644 --- a/current/_sources/auto_examples/Markers/transforms_and_units.rst.txt +++ b/current/_sources/auto_examples/Markers/transforms_and_units.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -265,7 +265,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 1.332 seconds) + **Total running time of the script:** (0 minutes 2.698 seconds) .. _sphx_glr_download_auto_examples_Markers_transforms_and_units.py: diff --git a/current/_sources/auto_examples/Markers/vertical_lines.rst.txt b/current/_sources/auto_examples/Markers/vertical_lines.rst.txt index 79380e781..9c21c1214 100644 --- a/current/_sources/auto_examples/Markers/vertical_lines.rst.txt +++ b/current/_sources/auto_examples/Markers/vertical_lines.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -151,7 +151,7 @@ sphinx_gallery_thumbnail_number = 2 .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.829 seconds) + **Total running time of the script:** (0 minutes 1.663 seconds) .. _sphx_glr_download_auto_examples_Markers_vertical_lines.py: diff --git a/current/_sources/auto_examples/create_signal/1D_image_stack.rst.txt b/current/_sources/auto_examples/create_signal/1D_image_stack.rst.txt index 08e815461..7da179bd3 100644 --- a/current/_sources/auto_examples/create_signal/1D_image_stack.rst.txt +++ b/current/_sources/auto_examples/create_signal/1D_image_stack.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -81,7 +81,7 @@ This example creates an image stack and plots it. .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.406 seconds) + **Total running time of the script:** (0 minutes 0.786 seconds) .. _sphx_glr_download_auto_examples_create_signal_1D_image_stack.py: diff --git a/current/_sources/auto_examples/create_signal/2D_image_stack.rst.txt b/current/_sources/auto_examples/create_signal/2D_image_stack.rst.txt index 43bdbc3d2..34575a558 100644 --- a/current/_sources/auto_examples/create_signal/2D_image_stack.rst.txt +++ b/current/_sources/auto_examples/create_signal/2D_image_stack.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -86,7 +86,7 @@ This example creates a 4D dataset, i.e. 2 navigation dimension and .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.398 seconds) + **Total running time of the script:** (0 minutes 0.808 seconds) .. _sphx_glr_download_auto_examples_create_signal_2D_image_stack.py: diff --git a/current/_sources/auto_examples/create_signal/from_tabular_data.rst.txt b/current/_sources/auto_examples/create_signal/from_tabular_data.rst.txt index 1a0b07b96..479765a1c 100644 --- a/current/_sources/auto_examples/create_signal/from_tabular_data.rst.txt +++ b/current/_sources/auto_examples/create_signal/from_tabular_data.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -163,7 +163,7 @@ Plot the dataset: .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.345 seconds) + **Total running time of the script:** (0 minutes 0.596 seconds) .. _sphx_glr_download_auto_examples_create_signal_from_tabular_data.py: diff --git a/current/_sources/auto_examples/create_signal/from_tabular_data_file.rst.txt b/current/_sources/auto_examples/create_signal/from_tabular_data_file.rst.txt index 9619284e3..3cad7c90e 100644 --- a/current/_sources/auto_examples/create_signal/from_tabular_data_file.rst.txt +++ b/current/_sources/auto_examples/create_signal/from_tabular_data_file.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -145,7 +145,7 @@ Plot the dataset: .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.157 seconds) + **Total running time of the script:** (0 minutes 0.444 seconds) .. _sphx_glr_download_auto_examples_create_signal_from_tabular_data_file.py: diff --git a/current/_sources/auto_examples/create_signal/index.rst.txt b/current/_sources/auto_examples/create_signal/index.rst.txt index b551fee5d..4f44fb765 100644 --- a/current/_sources/auto_examples/create_signal/index.rst.txt +++ b/current/_sources/auto_examples/create_signal/index.rst.txt @@ -2,8 +2,8 @@ .. _sphx_glr_auto_examples_create_signal: -Signal Creation and plotting -============================ +Signal Creation +=============== Below is a gallery of examples on creating a signal and plotting. @@ -13,6 +13,7 @@ Below is a gallery of examples on creating a signal and plotting.
    +.. thumbnail-parent-div-open .. raw:: html @@ -116,6 +117,8 @@ Below is a gallery of examples on creating a signal and plotting.
    +.. thumbnail-parent-div-close + .. raw:: html diff --git a/current/_sources/auto_examples/create_signal/line_spectrum.rst.txt b/current/_sources/auto_examples/create_signal/line_spectrum.rst.txt index 6a2699cbb..b82cc4ce8 100644 --- a/current/_sources/auto_examples/create_signal/line_spectrum.rst.txt +++ b/current/_sources/auto_examples/create_signal/line_spectrum.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -76,7 +76,7 @@ This example creates a line spectrum and plots it. .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.394 seconds) + **Total running time of the script:** (0 minutes 0.803 seconds) .. _sphx_glr_download_auto_examples_create_signal_line_spectrum.py: diff --git a/current/_sources/auto_examples/create_signal/sg_execution_times.rst.txt b/current/_sources/auto_examples/create_signal/sg_execution_times.rst.txt index 1854347fa..341203955 100644 --- a/current/_sources/auto_examples/create_signal/sg_execution_times.rst.txt +++ b/current/_sources/auto_examples/create_signal/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**00:02.163** total execution time for 6 files **from auto_examples/create_signal**: +**00:04.424** total execution time for 6 files **from auto_examples/create_signal**: .. container:: @@ -33,20 +33,20 @@ Computation times - Time - Mem (MB) * - :ref:`sphx_glr_auto_examples_create_signal_spectrum_image.py` (``spectrum_image.py``) - - 00:00.462 - - 0.0 - * - :ref:`sphx_glr_auto_examples_create_signal_1D_image_stack.py` (``1D_image_stack.py``) - - 00:00.406 + - 00:00.987 - 0.0 * - :ref:`sphx_glr_auto_examples_create_signal_2D_image_stack.py` (``2D_image_stack.py``) - - 00:00.398 + - 00:00.808 - 0.0 * - :ref:`sphx_glr_auto_examples_create_signal_line_spectrum.py` (``line_spectrum.py``) - - 00:00.394 + - 00:00.803 + - 0.0 + * - :ref:`sphx_glr_auto_examples_create_signal_1D_image_stack.py` (``1D_image_stack.py``) + - 00:00.786 - 0.0 * - :ref:`sphx_glr_auto_examples_create_signal_from_tabular_data.py` (``from_tabular_data.py``) - - 00:00.345 + - 00:00.596 - 0.0 * - :ref:`sphx_glr_auto_examples_create_signal_from_tabular_data_file.py` (``from_tabular_data_file.py``) - - 00:00.157 + - 00:00.444 - 0.0 diff --git a/current/_sources/auto_examples/create_signal/spectrum_image.rst.txt b/current/_sources/auto_examples/create_signal/spectrum_image.rst.txt index 0f65a30a5..c8c046bcf 100644 --- a/current/_sources/auto_examples/create_signal/spectrum_image.rst.txt +++ b/current/_sources/auto_examples/create_signal/spectrum_image.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -86,7 +86,7 @@ signal dimension 1, and plots it. .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.462 seconds) + **Total running time of the script:** (0 minutes 0.987 seconds) .. _sphx_glr_download_auto_examples_create_signal_spectrum_image.py: diff --git a/current/_sources/auto_examples/index.rst.txt b/current/_sources/auto_examples/index.rst.txt index f9380d20b..bcfb84067 100644 --- a/current/_sources/auto_examples/index.rst.txt +++ b/current/_sources/auto_examples/index.rst.txt @@ -5,7 +5,8 @@ Gallery of Examples =================== -Below is a gallery of examples. +This gallery contains the commented code for short examples illustrating simple +tasks that can be performed with HyperSpy. @@ -13,6 +14,9 @@ Below is a gallery of examples.
    +.. thumbnail-parent-div-open + +.. thumbnail-parent-div-close .. raw:: html @@ -30,6 +34,7 @@ Gallery of examples on using HyperSpy markers.
    +.. thumbnail-parent-div-open .. raw:: html @@ -354,12 +359,14 @@ Gallery of examples on using HyperSpy markers.
    +.. thumbnail-parent-div-close + .. raw:: html
    -Signal Creation and plotting -============================ +Signal Creation +=============== Below is a gallery of examples on creating a signal and plotting. @@ -369,6 +376,7 @@ Below is a gallery of examples on creating a signal and plotting.
    +.. thumbnail-parent-div-open .. raw:: html @@ -472,6 +480,8 @@ Below is a gallery of examples on creating a signal and plotting.
    +.. thumbnail-parent-div-close + .. raw:: html @@ -487,6 +497,7 @@ Below is a gallery of examples on loading, saving and exporting data.
    +.. thumbnail-parent-div-open .. raw:: html @@ -505,6 +516,25 @@ Below is a gallery of examples on loading, saving and exporting data.
    +.. raw:: html + +
    + +.. only:: html + + .. image:: /auto_examples/io/images/thumb/sphx_glr_convert_color_image_thumb.png + :alt: + + :ref:`sphx_glr_auto_examples_io_convert_color_image.py` + +.. raw:: html + +
    Adjust contrast and save RGB images
    +
    + + +.. thumbnail-parent-div-close + .. raw:: html @@ -520,6 +550,7 @@ Below is a gallery of examples on model fitting.
    +.. thumbnail-parent-div-open .. raw:: html @@ -555,6 +586,8 @@ Below is a gallery of examples on model fitting.
    +.. thumbnail-parent-div-close + .. raw:: html @@ -570,6 +603,7 @@ Below is a gallery of examples on using regions of interest with HyperSpy signal
    +.. thumbnail-parent-div-open .. raw:: html @@ -588,6 +622,74 @@ Below is a gallery of examples on using regions of interest with HyperSpy signal
    +.. raw:: html + +
    + +.. only:: html + + .. image:: /auto_examples/region_of_interest/images/thumb/sphx_glr_map_signal_thumb.png + :alt: + + :ref:`sphx_glr_auto_examples_region_of_interest_map_signal.py` + +.. raw:: html + +
    Create Map from ROI in signal space
    +
    + + +.. raw:: html + +
    + +.. only:: html + + .. image:: /auto_examples/region_of_interest/images/thumb/sphx_glr_ROI_navigator_thumb.png + :alt: + + :ref:`sphx_glr_auto_examples_region_of_interest_ROI_navigator.py` + +.. raw:: html + +
    Navigator ROI
    +
    + + +.. raw:: html + +
    + +.. only:: html + + .. image:: /auto_examples/region_of_interest/images/thumb/sphx_glr_map_signal_circleROI_thumb.png + :alt: + + :ref:`sphx_glr_auto_examples_region_of_interest_map_signal_circleROI.py` + +.. raw:: html + +
    Create Map from CircleROI in signal space
    +
    + + +.. raw:: html + +
    + +.. only:: html + + .. image:: /auto_examples/region_of_interest/images/thumb/sphx_glr_ExtractLineProfile_thumb.png + :alt: + + :ref:`sphx_glr_auto_examples_region_of_interest_ExtractLineProfile.py` + +.. raw:: html + +
    Extract line profile from image interactively
    +
    + + .. raw:: html
    @@ -605,6 +707,8 @@ Below is a gallery of examples on using regions of interest with HyperSpy signal
    +.. thumbnail-parent-div-close + .. raw:: html @@ -621,6 +725,7 @@ HyperSpy functionalities
    +.. thumbnail-parent-div-open .. raw:: html @@ -639,6 +744,8 @@ HyperSpy functionalities
    +.. thumbnail-parent-div-close + .. raw:: html diff --git a/current/_sources/auto_examples/io/convert_color_image.rst.txt b/current/_sources/auto_examples/io/convert_color_image.rst.txt new file mode 100644 index 000000000..c1792ce38 --- /dev/null +++ b/current/_sources/auto_examples/io/convert_color_image.rst.txt @@ -0,0 +1,289 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "auto_examples/io/convert_color_image.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code. + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_auto_examples_io_convert_color_image.py: + + +Adjust contrast and save RGB images +=================================== + +This example shows how to adjust the contrast and intensities using +scikit-image and save it as an RGB image. + +When saving an RGB image to ``jpg``, only 8 bits are supported and the image +intensity needs to be rescaled to 0-255 before converting to 8 bits, +otherwise, the intensities will be cropped at the value of 255. + +.. GENERATED FROM PYTHON SOURCE LINES 13-18 + +.. code-block:: Python + + + import hyperspy.api as hs + import numpy as np + import skimage as ski + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 19-24 + +Adjust contrast +############### + +In hyperspy, color images are defined as Signal1D with the signal dimension +corresponding to the color channel (red, green and blue) + +.. GENERATED FROM PYTHON SOURCE LINES 25-32 + +.. code-block:: Python + + + # The dtype can be changed to a custom dtype, which is convenient to visualise + # the color image + s = hs.signals.Signal1D(ski.data.astronaut()) + s.change_dtype("rgb8") + print(s) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 33-34 + +Display the color image + +.. GENERATED FROM PYTHON SOURCE LINES 34-36 + +.. code-block:: Python + + s.plot() + + + + +.. image-sg:: /auto_examples/io/images/sphx_glr_convert_color_image_001.png + :alt: Signal + :srcset: /auto_examples/io/images/sphx_glr_convert_color_image_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 37-40 + +Processing is usually performed on standard dtype (e.g. ``uint8``, ``uint16``), because +most functions from scikit-image, numpy, scipy, etc. only support standard ``dtype``. +Convert from RGB to unsigned integer 16 bits + +.. GENERATED FROM PYTHON SOURCE LINES 40-43 + +.. code-block:: Python + + s.change_dtype("uint8") + print(s) + + + + +.. rst-class:: sphx-glr-horizontal + + + * + + .. image-sg:: /auto_examples/io/images/sphx_glr_convert_color_image_002.png + :alt: convert color image + :srcset: /auto_examples/io/images/sphx_glr_convert_color_image_002.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/io/images/sphx_glr_convert_color_image_003.png + :alt: Signal + :srcset: /auto_examples/io/images/sphx_glr_convert_color_image_003.png + :class: sphx-glr-multi-img + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 44-45 + +Adjust contrast (gamma correction) + +.. GENERATED FROM PYTHON SOURCE LINES 45-47 + +.. code-block:: Python + + s.data = ski.exposure.adjust_gamma(s.data, gamma=0.2) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 48-52 + +Save to ``jpg`` +############### + +Change dtype back to custom dtype ``rgb8`` + +.. GENERATED FROM PYTHON SOURCE LINES 53-55 + +.. code-block:: Python + + s.change_dtype("rgb8") + + + + +.. image-sg:: /auto_examples/io/images/sphx_glr_convert_color_image_004.png + :alt: Signal + :srcset: /auto_examples/io/images/sphx_glr_convert_color_image_004.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 56-57 + +Save as jpg + +.. GENERATED FROM PYTHON SOURCE LINES 57-60 + +.. code-block:: Python + + s.save("rgb8_image.jpg", overwrite=True) + + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 61-67 + +Save ``rgb16`` image to ``jpg`` +############################### + +The last part of this example shows how to save ``rgb16`` to a ``jpg`` file + +Create a signal with ``rgb16`` dtype + +.. GENERATED FROM PYTHON SOURCE LINES 68-70 + +.. code-block:: Python + + s2 = hs.signals.Signal1D(ski.data.astronaut().astype("uint16") * 100) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 71-74 + +To save a color image to ``jpg``, the signal needs to be converted to ``rgb8`` because +``jpg`` only support 8-bit RGB +Rescale intensity to fit the unsigned integer 8 bits (2**8 = 256 intensity level) + +.. GENERATED FROM PYTHON SOURCE LINES 74-76 + +.. code-block:: Python + + s2.data = ski.exposure.rescale_intensity(s2.data, out_range=(0, 255)) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 77-79 + +Now that the values have been rescaled to the 0-255 range, we can convert the data type +to unsigned integer 8 bit and then ``rgb8`` to be able to save the RGB image in ``jpg`` format + +.. GENERATED FROM PYTHON SOURCE LINES 79-82 + +.. code-block:: Python + + s2.change_dtype("uint8") + s2.change_dtype("rgb8") + s2.save("rgb16_image_saved_as_jpg.jpg", overwrite=True) + + + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 4.146 seconds) + + +.. _sphx_glr_download_auto_examples_io_convert_color_image.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: convert_color_image.ipynb ` + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: convert_color_image.py ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/current/_sources/auto_examples/io/export_single_spectrum.rst.txt b/current/_sources/auto_examples/io/export_single_spectrum.rst.txt index 1696ccac8..70cbe87a3 100644 --- a/current/_sources/auto_examples/io/export_single_spectrum.rst.txt +++ b/current/_sources/auto_examples/io/export_single_spectrum.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -61,7 +61,7 @@ Creates a single spectrum image, saves it and plots it: .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.233 seconds) + **Total running time of the script:** (0 minutes 0.473 seconds) .. _sphx_glr_download_auto_examples_io_export_single_spectrum.py: diff --git a/current/_sources/auto_examples/io/index.rst.txt b/current/_sources/auto_examples/io/index.rst.txt index 33b9c18f7..9e59a26e0 100644 --- a/current/_sources/auto_examples/io/index.rst.txt +++ b/current/_sources/auto_examples/io/index.rst.txt @@ -13,6 +13,7 @@ Below is a gallery of examples on loading, saving and exporting data.
    +.. thumbnail-parent-div-open .. raw:: html @@ -31,6 +32,25 @@ Below is a gallery of examples on loading, saving and exporting data.
    +.. raw:: html + +
    + +.. only:: html + + .. image:: /auto_examples/io/images/thumb/sphx_glr_convert_color_image_thumb.png + :alt: + + :ref:`sphx_glr_auto_examples_io_convert_color_image.py` + +.. raw:: html + +
    Adjust contrast and save RGB images
    +
    + + +.. thumbnail-parent-div-close + .. raw:: html @@ -40,4 +60,5 @@ Below is a gallery of examples on loading, saving and exporting data. :hidden: /auto_examples/io/export_single_spectrum + /auto_examples/io/convert_color_image diff --git a/current/_sources/auto_examples/io/sg_execution_times.rst.txt b/current/_sources/auto_examples/io/sg_execution_times.rst.txt index 92131bea3..a3a445c12 100644 --- a/current/_sources/auto_examples/io/sg_execution_times.rst.txt +++ b/current/_sources/auto_examples/io/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**00:00.233** total execution time for 1 file **from auto_examples/io**: +**00:04.619** total execution time for 2 files **from auto_examples/io**: .. container:: @@ -32,6 +32,9 @@ Computation times * - Example - Time - Mem (MB) + * - :ref:`sphx_glr_auto_examples_io_convert_color_image.py` (``convert_color_image.py``) + - 00:04.146 + - 0.0 * - :ref:`sphx_glr_auto_examples_io_export_single_spectrum.py` (``export_single_spectrum.py``) - - 00:00.233 + - 00:00.473 - 0.0 diff --git a/current/_sources/auto_examples/model_fitting/index.rst.txt b/current/_sources/auto_examples/model_fitting/index.rst.txt index b5b4037d0..13398bead 100644 --- a/current/_sources/auto_examples/model_fitting/index.rst.txt +++ b/current/_sources/auto_examples/model_fitting/index.rst.txt @@ -13,6 +13,7 @@ Below is a gallery of examples on model fitting.
    +.. thumbnail-parent-div-open .. raw:: html @@ -48,6 +49,8 @@ Below is a gallery of examples on model fitting.
    +.. thumbnail-parent-div-close + .. raw:: html diff --git a/current/_sources/auto_examples/model_fitting/plot_residual.rst.txt b/current/_sources/auto_examples/model_fitting/plot_residual.rst.txt index 884ea44d8..e21caf532 100644 --- a/current/_sources/auto_examples/model_fitting/plot_residual.rst.txt +++ b/current/_sources/auto_examples/model_fitting/plot_residual.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -110,15 +110,15 @@ Fit for all navigation positions: .. code-block:: none - Exception ignored in: + Exception ignored in: Traceback (most recent call last): - File "/opt/hostedtoolcache/Python/3.11.8/x64/lib/python3.11/site-packages/tqdm/std.py", line 1148, in __del__ + File "/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/tqdm/std.py", line 1148, in __del__ self.close() - File "/opt/hostedtoolcache/Python/3.11.8/x64/lib/python3.11/site-packages/tqdm/notebook.py", line 279, in close + File "/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/tqdm/notebook.py", line 279, in close self.disp(bar_style='danger', check_delay=False) ^^^^^^^^^ AttributeError: 'tqdm_notebook' object has no attribute 'disp' - 0%| | 0/10 [00:00` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -42,9 +42,9 @@ Fit an arctan function. Active: True Parameter Name | Free | Value | Std | Min | Max | Linear ============== | ======= | ========== | ========== | ========== | ========== | ====== - A | True | 1.00103319 | 0.00214920 | None | None | True - k | True | 0.93200102 | 0.07648747 | None | None | False - x0 | True | -0.0361662 | 0.08288340 | None | None | False + A | True | 0.99840371 | 0.00214263 | None | None | True + k | True | 1.18087444 | 0.11072101 | None | None | False + x0 | True | -0.0560784 | 0.07271178 | None | None | False @@ -91,7 +91,7 @@ Fit an arctan function. .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.361 seconds) + **Total running time of the script:** (0 minutes 0.622 seconds) .. _sphx_glr_download_auto_examples_model_fitting_simple_arctan_fit.py: diff --git a/current/_sources/auto_examples/region_of_interest/ExtractLineProfile.rst.txt b/current/_sources/auto_examples/region_of_interest/ExtractLineProfile.rst.txt new file mode 100644 index 000000000..0d896419b --- /dev/null +++ b/current/_sources/auto_examples/region_of_interest/ExtractLineProfile.rst.txt @@ -0,0 +1,238 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "auto_examples/region_of_interest/ExtractLineProfile.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code. + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_auto_examples_region_of_interest_ExtractLineProfile.py: + + +Extract line profile from image interactively +============================================= + +Interactively extract a line profile (with a certain width) from an image using +:py:class:`~.api.roi.Line2DROI`. Use :func:`~.api.plot.plot_spectra` to plot several +line profiles on the same figure. Save a profile data as ``msa`` file. + +.. GENERATED FROM PYTHON SOURCE LINES 12-18 + +.. figure:: ../../_static/interactive_profiles.gif + :align: center + :width: 1024 + :alt: Interactive example gif of region of interest and associated profile plots. + + Extracting line profiles and interactive plotting. + +.. GENERATED FROM PYTHON SOURCE LINES 20-21 + +Initialize image data as HyperSpy signal: + +.. GENERATED FROM PYTHON SOURCE LINES 21-26 + +.. code-block:: Python + + import hyperspy.api as hs + import holospy as holo + im0 = holo.data.Fe_needle_reference_hologram() + im1 = holo.data.Fe_needle_hologram() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 27-29 + +Intialize Line-ROI from position (400,250) to position (220,600) of width 5 +in calibrated axes units (in the current example equal to the image pixels): + +.. GENERATED FROM PYTHON SOURCE LINES 29-31 + +.. code-block:: Python + + line_roi = hs.roi.Line2DROI(400, 250, 220, 600, 5) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 32-34 + +Extract data along the ROI as new signal by "slicing" the signal and plot the +profile: + +.. GENERATED FROM PYTHON SOURCE LINES 34-37 + +.. code-block:: Python + + profile = line_roi(im0) + profile.plot() + + + + +.. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_ExtractLineProfile_001.png + :alt: Vacuum reference hologram Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_ExtractLineProfile_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 38-42 + +Slicing of the signal is not interactive. If you want to modify the line along +which the profile is extracted, you can plot the image and display the ROI +interactively (creates a new signal object). You can even display the same ROI +on a second image to make sure that a profile is well placed on both images: + +.. GENERATED FROM PYTHON SOURCE LINES 42-47 + +.. code-block:: Python + + im0.plot() + profile1 = line_roi.interactive(im0, color='green') + im1.plot() + profile2 = line_roi.interactive(im1, color='green') + + + + +.. rst-class:: sphx-glr-horizontal + + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_ExtractLineProfile_002.png + :alt: Vacuum reference hologram Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_ExtractLineProfile_002.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_ExtractLineProfile_003.png + :alt: Hologram of Fe needle Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_ExtractLineProfile_003.png + :class: sphx-glr-multi-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 48-52 + +You can then drag and drop the ends of the ROI to adjust the placement. + +If you want to later update the ROI initialization with the modified parameters, +you can print these: + +.. GENERATED FROM PYTHON SOURCE LINES 52-54 + +.. code-block:: Python + + print(tuple(line_roi)) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + (400.0, 250.0, 220.0, 600.0, 5.0) + + + + +.. GENERATED FROM PYTHON SOURCE LINES 55-57 + +You can now directly access the data of the profile objects, e.g. to plot both +profiles in a single plot: + +.. GENERATED FROM PYTHON SOURCE LINES 57-61 + +.. code-block:: Python + + hs.plot.plot_spectra([profile1, profile2]) + # Choose the fourth figure as gallery thumbnail: + # sphinx_gallery_thumbnail_number = 4 + + + + +.. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_ExtractLineProfile_004.png + :alt: ExtractLineProfile + :srcset: /auto_examples/region_of_interest/images/sphx_glr_ExtractLineProfile_004.png + :class: sphx-glr-single-img + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 62-64 + +Since the profile is a signal object, you can use any other functionality provided +by hyperspy, e.g. to save a profile as `.msa` text file: + +.. GENERATED FROM PYTHON SOURCE LINES 64-65 + +.. code-block:: Python + + profile1.save('extracted-line-profile.msa', format='XY', overwrite=True) + + + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 3.973 seconds) + + +.. _sphx_glr_download_auto_examples_region_of_interest_ExtractLineProfile.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: ExtractLineProfile.ipynb ` + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: ExtractLineProfile.py ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/current/_sources/auto_examples/region_of_interest/ROI_navigator.rst.txt b/current/_sources/auto_examples/region_of_interest/ROI_navigator.rst.txt new file mode 100644 index 000000000..6762c7af5 --- /dev/null +++ b/current/_sources/auto_examples/region_of_interest/ROI_navigator.rst.txt @@ -0,0 +1,168 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "auto_examples/region_of_interest/ROI_navigator.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code. + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_auto_examples_region_of_interest_ROI_navigator.py: + + +Navigator ROI +============= + +Use a RectangularROI to take the sum of an area of the navigation space. + +.. GENERATED FROM PYTHON SOURCE LINES 8-11 + +.. code-block:: Python + + + import hyperspy.api as hs + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 12-13 + +Create a signal: + +.. GENERATED FROM PYTHON SOURCE LINES 13-15 + +.. code-block:: Python + + s = hs.data.two_gaussians() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 16-17 + +Create the roi, here a :py:class:`~.api.roi.RectangularROI` for the two dimension navigation space: + +.. GENERATED FROM PYTHON SOURCE LINES 17-19 + +.. code-block:: Python + + roi = hs.roi.RectangularROI() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 20-26 + +Slice signal with roi with the ROI. By using the `interactive` function, the +output signal ``s_roi`` will update automatically. +The ROI will be added automatically on the signal figure. + +By default, the ROI will be added to the navigation or signal. We specify +``recompute_out_event=None`` to avoid redundant computation when changing the ROI + +.. GENERATED FROM PYTHON SOURCE LINES 26-37 + +.. code-block:: Python + + + s.plot() + s_roi = roi.interactive(s, recompute_out_event=None, color='C1') + + # We use :py:class:`~.interactive` function to compute the sum over the ROI interactively: + + roi_sum = hs.interactive(s_roi.sum, recompute_out_event=None) + + # Choose the second figure as gallery thumbnail: + # sphinx_gallery_thumbnail_number = 1 + + + + +.. rst-class:: sphx-glr-horizontal + + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_ROI_navigator_001.png + :alt: Two Gaussians Navigator + :srcset: /auto_examples/region_of_interest/images/sphx_glr_ROI_navigator_001.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_ROI_navigator_002.png + :alt: Two Gaussians Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_ROI_navigator_002.png + :class: sphx-glr-multi-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 38-39 + +Plot the signal sliced by the ROI: + +.. GENERATED FROM PYTHON SOURCE LINES 39-40 + +.. code-block:: Python + + roi_sum.plot() + + + +.. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_ROI_navigator_003.png + :alt: Two Gaussians Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_ROI_navigator_003.png + :class: sphx-glr-single-img + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 1.688 seconds) + + +.. _sphx_glr_download_auto_examples_region_of_interest_ROI_navigator.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: ROI_navigator.ipynb ` + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: ROI_navigator.py ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/current/_sources/auto_examples/region_of_interest/SpanROI.rst.txt b/current/_sources/auto_examples/region_of_interest/SpanROI.rst.txt index 622842a97..e0156a70a 100644 --- a/current/_sources/auto_examples/region_of_interest/SpanROI.rst.txt +++ b/current/_sources/auto_examples/region_of_interest/SpanROI.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -150,7 +150,7 @@ limits of the plot automatically: .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 1.327 seconds) + **Total running time of the script:** (0 minutes 2.263 seconds) .. _sphx_glr_download_auto_examples_region_of_interest_SpanROI.py: diff --git a/current/_sources/auto_examples/region_of_interest/SpanROI_interactive_sum.rst.txt b/current/_sources/auto_examples/region_of_interest/SpanROI_interactive_sum.rst.txt index a228aa9f4..8d8a942b5 100644 --- a/current/_sources/auto_examples/region_of_interest/SpanROI_interactive_sum.rst.txt +++ b/current/_sources/auto_examples/region_of_interest/SpanROI_interactive_sum.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -183,7 +183,7 @@ Plot the integrated sum signal: .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 1.039 seconds) + **Total running time of the script:** (0 minutes 1.624 seconds) .. _sphx_glr_download_auto_examples_region_of_interest_SpanROI_interactive_sum.py: diff --git a/current/_sources/auto_examples/region_of_interest/index.rst.txt b/current/_sources/auto_examples/region_of_interest/index.rst.txt index f6708b9a9..38225073a 100644 --- a/current/_sources/auto_examples/region_of_interest/index.rst.txt +++ b/current/_sources/auto_examples/region_of_interest/index.rst.txt @@ -13,6 +13,7 @@ Below is a gallery of examples on using regions of interest with HyperSpy signal
    +.. thumbnail-parent-div-open .. raw:: html @@ -31,6 +32,74 @@ Below is a gallery of examples on using regions of interest with HyperSpy signal
    +.. raw:: html + +
    + +.. only:: html + + .. image:: /auto_examples/region_of_interest/images/thumb/sphx_glr_map_signal_thumb.png + :alt: + + :ref:`sphx_glr_auto_examples_region_of_interest_map_signal.py` + +.. raw:: html + +
    Create Map from ROI in signal space
    +
    + + +.. raw:: html + +
    + +.. only:: html + + .. image:: /auto_examples/region_of_interest/images/thumb/sphx_glr_ROI_navigator_thumb.png + :alt: + + :ref:`sphx_glr_auto_examples_region_of_interest_ROI_navigator.py` + +.. raw:: html + +
    Navigator ROI
    +
    + + +.. raw:: html + +
    + +.. only:: html + + .. image:: /auto_examples/region_of_interest/images/thumb/sphx_glr_map_signal_circleROI_thumb.png + :alt: + + :ref:`sphx_glr_auto_examples_region_of_interest_map_signal_circleROI.py` + +.. raw:: html + +
    Create Map from CircleROI in signal space
    +
    + + +.. raw:: html + +
    + +.. only:: html + + .. image:: /auto_examples/region_of_interest/images/thumb/sphx_glr_ExtractLineProfile_thumb.png + :alt: + + :ref:`sphx_glr_auto_examples_region_of_interest_ExtractLineProfile.py` + +.. raw:: html + +
    Extract line profile from image interactively
    +
    + + .. raw:: html
    @@ -48,6 +117,8 @@ Below is a gallery of examples on using regions of interest with HyperSpy signal
    +.. thumbnail-parent-div-close + .. raw:: html @@ -57,5 +128,9 @@ Below is a gallery of examples on using regions of interest with HyperSpy signal :hidden: /auto_examples/region_of_interest/SpanROI + /auto_examples/region_of_interest/map_signal + /auto_examples/region_of_interest/ROI_navigator + /auto_examples/region_of_interest/map_signal_circleROI + /auto_examples/region_of_interest/ExtractLineProfile /auto_examples/region_of_interest/SpanROI_interactive_sum diff --git a/current/_sources/auto_examples/region_of_interest/map_signal.rst.txt b/current/_sources/auto_examples/region_of_interest/map_signal.rst.txt new file mode 100644 index 000000000..70d1cb466 --- /dev/null +++ b/current/_sources/auto_examples/region_of_interest/map_signal.rst.txt @@ -0,0 +1,218 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "auto_examples/region_of_interest/map_signal.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code. + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_auto_examples_region_of_interest_map_signal.py: + + +Create Map from ROI in signal space +=================================== + +Use the :func:`~.api.plot.plot_roi_map` function to create interactive maps defined +from ROIs in signal space. + +.. GENERATED FROM PYTHON SOURCE LINES 9-12 + +.. code-block:: Python + + + import hyperspy.api as hs + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 13-14 + +Create a signal: + +.. GENERATED FROM PYTHON SOURCE LINES 14-16 + +.. code-block:: Python + + s = hs.data.two_gaussians() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 17-19 + +Add 2 ROIs in signal space and map the corresponding signal using :func:`~.api.plot.plot_roi_map` +The ROIs are added to the plot of the signal: + +.. GENERATED FROM PYTHON SOURCE LINES 19-22 + +.. code-block:: Python + + s.plot() + roi = hs.plot.plot_roi_map(s, rois=2) + + + + +.. rst-class:: sphx-glr-horizontal + + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_001.png + :alt: Two Gaussians Navigator + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_001.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_002.png + :alt: Two Gaussians Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_002.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_003.png + :alt: Integrated intensity Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_003.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_004.png + :alt: Integrated intensity Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_004.png + :class: sphx-glr-multi-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 23-24 + +Same as above, but plotting the maps in a single figure: + +.. GENERATED FROM PYTHON SOURCE LINES 24-29 + +.. code-block:: Python + + s.plot() + roi = hs.plot.plot_roi_map(s, rois=2, single_figure=True) + # Choose this figure as gallery thumbnail: + # sphinx_gallery_thumbnail_number = 7 + + + + +.. rst-class:: sphx-glr-horizontal + + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_005.png + :alt: Two Gaussians Navigator + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_005.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_006.png + :alt: Two Gaussians Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_006.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_007.png + :alt: map signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_007.png + :class: sphx-glr-multi-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 30-31 + +Same as in previous step, but additionally specifying ``cmap`` and ``colors``: + +.. GENERATED FROM PYTHON SOURCE LINES 31-33 + +.. code-block:: Python + + s.plot() + roi = hs.plot.plot_roi_map(s, rois=2, color=["r", "b"], cmap="gray", single_figure=True) + + + +.. rst-class:: sphx-glr-horizontal + + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_008.png + :alt: Two Gaussians Navigator + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_008.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_009.png + :alt: Two Gaussians Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_009.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_010.png + :alt: map signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_010.png + :class: sphx-glr-multi-img + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 5.074 seconds) + + +.. _sphx_glr_download_auto_examples_region_of_interest_map_signal.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: map_signal.ipynb ` + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: map_signal.py ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/current/_sources/auto_examples/region_of_interest/map_signal_circleROI.rst.txt b/current/_sources/auto_examples/region_of_interest/map_signal_circleROI.rst.txt new file mode 100644 index 000000000..4c46415b0 --- /dev/null +++ b/current/_sources/auto_examples/region_of_interest/map_signal_circleROI.rst.txt @@ -0,0 +1,187 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "auto_examples/region_of_interest/map_signal_circleROI.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code. + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_auto_examples_region_of_interest_map_signal_circleROI.py: + + +Create Map from CircleROI in signal space +========================================= + +Use the :func:`~.api.plot.plot_roi_map` function to create interactive maps defined +from a :class:`~.api.roi.CircleROI` in signal space. + +.. GENERATED FROM PYTHON SOURCE LINES 9-12 + +.. code-block:: Python + + import hyperspy.api as hs + import numpy as np + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 13-14 + +Create a signal: + +.. GENERATED FROM PYTHON SOURCE LINES 14-18 + +.. code-block:: Python + + rng = np.random.default_rng(0) + data = rng.random(size=(100, 100, 50, 50)) + s = hs.signals.Signal2D(data) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 19-22 + +Add 2 ROIs in signal space and map the corresponding signal using :func:`~.api.plot.plot_roi_map`. +The ROIs are added to the plot of the signal and by default a +:class:`~.api.roi.RectangularROI` is used + +.. GENERATED FROM PYTHON SOURCE LINES 22-25 + +.. code-block:: Python + + s.plot() + roi = hs.plot.plot_roi_map(s, rois=2) + + + + +.. rst-class:: sphx-glr-horizontal + + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_001.png + :alt: map signal circleROI + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_001.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_002.png + :alt: Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_002.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_003.png + :alt: Integrated intensity Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_003.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_004.png + :alt: Integrated intensity Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_004.png + :class: sphx-glr-multi-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 26-27 + +Same as above but with using :class:`~.api.roi.CircleROI` with predefined position: + +.. GENERATED FROM PYTHON SOURCE LINES 27-32 + +.. code-block:: Python + + roi1 = hs.roi.CircleROI(cx=25, cy=25, r=5) + roi2 = hs.roi.CircleROI(cx=25, cy=25, r=15, r_inner=10) + s.plot() + roi = hs.plot.plot_roi_map(s, rois=[roi1, roi2]) + # Choose this figure as gallery thumbnail: + # sphinx_gallery_thumbnail_number = 6 + + +.. rst-class:: sphx-glr-horizontal + + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_005.png + :alt: map signal circleROI + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_005.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_006.png + :alt: Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_006.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_007.png + :alt: Integrated intensity Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_007.png + :class: sphx-glr-multi-img + + * + + .. image-sg:: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_008.png + :alt: Integrated intensity Signal + :srcset: /auto_examples/region_of_interest/images/sphx_glr_map_signal_circleROI_008.png + :class: sphx-glr-multi-img + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** (0 minutes 4.466 seconds) + + +.. _sphx_glr_download_auto_examples_region_of_interest_map_signal_circleROI.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: map_signal_circleROI.ipynb ` + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: map_signal_circleROI.py ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/current/_sources/auto_examples/region_of_interest/sg_execution_times.rst.txt b/current/_sources/auto_examples/region_of_interest/sg_execution_times.rst.txt index d444ab4c7..f3f1d3119 100644 --- a/current/_sources/auto_examples/region_of_interest/sg_execution_times.rst.txt +++ b/current/_sources/auto_examples/region_of_interest/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**00:02.367** total execution time for 2 files **from auto_examples/region_of_interest**: +**00:19.087** total execution time for 6 files **from auto_examples/region_of_interest**: .. container:: @@ -32,9 +32,21 @@ Computation times * - Example - Time - Mem (MB) + * - :ref:`sphx_glr_auto_examples_region_of_interest_map_signal.py` (``map_signal.py``) + - 00:05.074 + - 0.0 + * - :ref:`sphx_glr_auto_examples_region_of_interest_map_signal_circleROI.py` (``map_signal_circleROI.py``) + - 00:04.466 + - 0.0 + * - :ref:`sphx_glr_auto_examples_region_of_interest_ExtractLineProfile.py` (``ExtractLineProfile.py``) + - 00:03.973 + - 0.0 * - :ref:`sphx_glr_auto_examples_region_of_interest_SpanROI.py` (``SpanROI.py``) - - 00:01.327 + - 00:02.263 + - 0.0 + * - :ref:`sphx_glr_auto_examples_region_of_interest_ROI_navigator.py` (``ROI_navigator.py``) + - 00:01.688 - 0.0 * - :ref:`sphx_glr_auto_examples_region_of_interest_SpanROI_interactive_sum.py` (``SpanROI_interactive_sum.py``) - - 00:01.039 + - 00:01.624 - 0.0 diff --git a/current/_sources/auto_examples/simple_simulations/index.rst.txt b/current/_sources/auto_examples/simple_simulations/index.rst.txt index 3f17e2735..8db214d9f 100644 --- a/current/_sources/auto_examples/simple_simulations/index.rst.txt +++ b/current/_sources/auto_examples/simple_simulations/index.rst.txt @@ -14,6 +14,7 @@ HyperSpy functionalities
    +.. thumbnail-parent-div-open .. raw:: html @@ -32,6 +33,8 @@ HyperSpy functionalities
    +.. thumbnail-parent-div-close + .. raw:: html diff --git a/current/_sources/auto_examples/simple_simulations/sg_execution_times.rst.txt b/current/_sources/auto_examples/simple_simulations/sg_execution_times.rst.txt index af8071f7d..0ad6a870d 100644 --- a/current/_sources/auto_examples/simple_simulations/sg_execution_times.rst.txt +++ b/current/_sources/auto_examples/simple_simulations/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**00:00.821** total execution time for 1 file **from auto_examples/simple_simulations**: +**00:01.256** total execution time for 1 file **from auto_examples/simple_simulations**: .. container:: @@ -33,5 +33,5 @@ Computation times - Time - Mem (MB) * - :ref:`sphx_glr_auto_examples_simple_simulations_two_gaussians.py` (``two_gaussians.py``) - - 00:00.821 + - 00:01.256 - 0.0 diff --git a/current/_sources/auto_examples/simple_simulations/two_gaussians.rst.txt b/current/_sources/auto_examples/simple_simulations/two_gaussians.rst.txt index 0e4dfd5a6..4ef42d85c 100644 --- a/current/_sources/auto_examples/simple_simulations/two_gaussians.rst.txt +++ b/current/_sources/auto_examples/simple_simulations/two_gaussians.rst.txt @@ -11,7 +11,7 @@ :class: sphx-glr-download-link-note :ref:`Go to the end ` - to download the full example code + to download the full example code. .. rst-class:: sphx-glr-example-title @@ -52,18 +52,18 @@ simulated hyperspectrum. .. code-block:: none - Exception ignored in: + Exception ignored in: Traceback (most recent call last): - File "/opt/hostedtoolcache/Python/3.11.8/x64/lib/python3.11/site-packages/tqdm/std.py", line 1148, in __del__ + File "/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/tqdm/std.py", line 1148, in __del__ self.close() - File "/opt/hostedtoolcache/Python/3.11.8/x64/lib/python3.11/site-packages/tqdm/notebook.py", line 279, in close + File "/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/tqdm/notebook.py", line 279, in close self.disp(bar_style='danger', check_delay=False) ^^^^^^^^^ AttributeError: 'tqdm_notebook' object has no attribute 'disp' 0%| | 0/1024 [00:000.3]`` works, but the - shape of the result depends on the values and cannot be inferred without - execution. Hence, few operations can be run on ``res`` lazily, and it should - be avoided if possible. - - **Computations in Dask are Lazy**: Dask only preforms a computation when it has to. For example - the sum function isn't run until compute is called. This also means that some function can be - applied to only some portion of the data. +- **Dask arrays are immutable**: ``da[3] = 2`` does not work. ``da += 2`` + does, but it's actually a new object -- you might as well use ``da = da + 2`` + for a better distinction. +- **Unknown shapes are problematic**: ``res = da[da>0.3]`` works, but the + shape of the result depends on the values and cannot be inferred without + execution. Hence, few operations can be run on ``res`` lazily, and it should + be avoided if possible. +- **Computations in Dask are Lazy**: Dask only preforms a computation when it has to. For example + the sum function isn't run until compute is called. This also means that some function can be + applied to only some portion of the data. - .. code-block::python - summed_lazy_signal = lazy_signal.sum(axis=lazy_signal.axes_manager.signal_axes) # Dask sets up tasks but does not compute - summed_lazy_signal.inav[0:10].compute() # computes sum for only 0:10 - summed_lazy_signal.compute() # runs sum function + .. code-block::python + summed_lazy_signal = lazy_signal.sum(axis=lazy_signal.axes_manager.signal_axes) # Dask sets up tasks but does not compute + summed_lazy_signal.inav[0:10].compute() # computes sum for only 0:10 + summed_lazy_signal.compute() # runs sum function @@ -46,7 +46,6 @@ cases for lazy signals will have to be written. If a function operates on arbitrary-sized arrays and the shape of the output can be known before calling, ``da.map_blocks`` and ``da.map_overlap`` are efficient and flexible. - Finally, in addition to ``_iterate_signal`` that is available to all HyperSpy signals, lazy counterparts also have the ``_block_iterator`` method that supports signal and navigation masking and yields (returns on subsequent calls) diff --git a/current/_sources/dev_guide/maintenance.rst.txt b/current/_sources/dev_guide/maintenance.rst.txt index ca558638e..8be478c2d 100644 --- a/current/_sources/dev_guide/maintenance.rst.txt +++ b/current/_sources/dev_guide/maintenance.rst.txt @@ -8,14 +8,15 @@ GitHub Workflows `GitHub workflows `_ are used to: - * run the test suite - * build packages and upload to pypi and GitHub release - * build the documentation and check the links (external and cross-references) +- run the test suite +- build packages and upload to pypi and GitHub release +- build the documentation and check the links (external and cross-references) +- push the development documentation to the ``dev`` folder of https://github.com/hyperspy/hyperspy-doc Some of these workflow need to access `GitHub "secrets" `_, -which are private to the HyperSpy repository, in order to be able to upload to pypi or the -`GITHUB_TOKEN `_ -to push code to the other branches. +which are private to the HyperSpy repository. The personal access token ``PAT_DOCUMENTATION`` is set to be able to push +the documentation built to the https://github.com/hyperspy/hyperspy-doc repository. + To reduce the risk that these "secrets" are made accessible publicly, for example, through the injection of malicious code by third parties in one of the GitHub workflows used in the HyperSpy organisation, the third party actions (those that are not provided by established trusted parties) diff --git a/current/_sources/dev_guide/plotting.rst.txt b/current/_sources/dev_guide/plotting.rst.txt index 728b1b45e..4aedc797c 100644 --- a/current/_sources/dev_guide/plotting.rst.txt +++ b/current/_sources/dev_guide/plotting.rst.txt @@ -2,43 +2,13 @@ Interactive Plotting ==================== -Interactive plotting in hyperspy is handled through `matplotlib` and is primarily driven though +Interactive plotting in hyperspy is handled through ``matplotlib`` and is primarily driven though event handling. -Specifically for some signal s when the `index` value for some :class:`~.axes.BaseDataAxis` is changed then -the signal plot is updated to reflect the data at that index. Each signal has a `__call__` function which -will return the data at the current navigation index. +Specifically, for some signal ``s``, when the ``index`` value for some :class:`~.axes.BaseDataAxis` +is changed, then the signal plot is updated to reflect the data at that index. Each signal has a +``_get_current_data`` function, which will return the data at the current navigation index. -For lazy signals the __call__ function works slightly differently as the current chunk is cached. As a result -the `__call__` function first checks if the current chunk is cached and then either computes the chunk where the +For lazy signals, the ``_get_current_data`` function works slightly differently as the current chunk is cached. As a result, +the ``_get_current_data`` function first checks if the current chunk is cached and then either computes the chunk where the navigation index resides or just pulls the value from the cached chunk. - -Interactive Markers -=================== - -:class`~.drawing.markers.Markers` operates in a similar way to signals when the data is -retrieved. The current ``index`` for the signal is used to retrieve the current array of markers at that ``index``. -Additionally, lazy markers are treated similarly where the current chunk for a marker is cached. - -Adding new types of markers to hyperspy is relatively simple. Currently hyperspy supports any -:class:`matplotlib.collections.Collection` object. For most common cases this should be sufficient -as matplotlib has a large number of built in collections beyond what is available in hyperspy. - -In the event that you want a specific shape that isn't supported you can define a custom -:class:`matplotlib.path.Path` object and then use the :class:`matplotlib.collections.PathCollection` -to add the markers to the plot. Currently there is no support for saving Path based markers but that can -be added if there are specific use cases. - -Many times when annotating 1-D Plots you want to add markers which are relative to the data. For example -you may want to add a line which goes from [0,y] where y is the value at x. To do this you can set the -``offset_transform`` to "relative" or the ``transfrom`` to relative. - -.. code:: - - >>> s = hs.signals.Signal1D(np.random.rand(3, 15)) - >>> from matplotlib.collections import LineCollection - >>> m = hs.plot.markers.Lines(segments=[[[2,0],[2,1.0]]], transform = "relative") - >>> s.plot() - >>> s.add_marker(m) - -This marker will create a line at a value=2 which extends from 0 --> 1 and updates as the index changes. diff --git a/current/_sources/dev_guide/testing.rst.txt b/current/_sources/dev_guide/testing.rst.txt index de2150d5a..eba142aba 100644 --- a/current/_sources/dev_guide/testing.rst.txt +++ b/current/_sources/dev_guide/testing.rst.txt @@ -39,16 +39,16 @@ all the work that you do. memory, you can do the following to release the memory associated with the ``s`` object: -.. code:: python + .. code:: python - >>> import gc + >>> import gc - >>> # Do some work with the object - >>> s = ... + >>> # Do some work with the object + >>> s = ... - >>> # Clear the memory - >>> del s - >>> gc.collect() # doctest: +SKIP + >>> # Clear the memory + >>> del s + >>> gc.collect() # doctest: +SKIP Running tests @@ -242,13 +242,13 @@ images will not be compared to the reference images. If you need to add or change some plots, follow the workflow below: - 1. Write the tests using appropriate decorators such as - ``@pytest.mark.mpl_image_compare``. - 2. If you need to generate a new reference image in the folder - ``plot_test_dir``, for example, run: ``pytest - --mpl-generate-path=plot_test_dir`` - 3. Run again the tests and this time they should pass. - 4. Use ``git add`` to put the new file in the git repository. +1. Write the tests using appropriate decorators such as + ``@pytest.mark.mpl_image_compare``. +2. If you need to generate a new reference image in the folder + ``plot_test_dir``, for example, run: ``pytest + --mpl-generate-path=plot_test_dir`` +3. Run again the tests and this time they should pass. +4. Use ``git add`` to put the new file in the git repository. When the plotting tests fail, it is possible to download the figure comparison images generated by ``pytest-mpl`` in the artifacts tabs of the @@ -256,10 +256,16 @@ corresponding build on Azure Pipeliness: .. figure:: ../user_guide/images/azure_pipeline_artifacts.png +.. note:: + + To generate the baseline images, the version of matplotlib defined in + `conda_environment_dev.yml `__ + is required. + The plotting tests are tested on Azure Pipelines against a specific version of -matplotlib defined in ``conda_environment_dev.yml``. This is because small -changes in the way matplotlib generates the figure between versions can sometimes -make the tests fail. +matplotlib defined in `conda_environment_dev.yml `__. +This is because small changes in the way matplotlib generates the figure between +versions can sometimes make the tests fail. For plotting tests, the matplotlib backend is set to ``agg`` by setting the ``MPLBACKEND`` environment variable to ``agg``. At the first import of diff --git a/current/_sources/dev_guide/writing_extensions.rst.txt b/current/_sources/dev_guide/writing_extensions.rst.txt index 529e46254..4761fbe1a 100644 --- a/current/_sources/dev_guide/writing_extensions.rst.txt +++ b/current/_sources/dev_guide/writing_extensions.rst.txt @@ -54,10 +54,9 @@ In order to register HyperSpy extensions, you need to: 1. Add the following line to your package's ``setup.py``: - .. code-block:: python + .. code-block:: python - entry_points={'hyperspy.extensions': 'your_package_name = - your_package_name'}, + entry_points={'hyperspy.extensions': 'your_package_name = your_package_name'}, 2. Create a ``hyperspy_extension.yaml`` configuration file in your module's root directory. 3. Declare all new HyperSpy objects provided by your package in the diff --git a/current/_sources/sg_execution_times.rst.txt b/current/_sources/sg_execution_times.rst.txt index c58d330f4..cec0a27b3 100644 --- a/current/_sources/sg_execution_times.rst.txt +++ b/current/_sources/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**00:22.471** total execution time for 31 files **from all galleries**: +**01:02.532** total execution time for 36 files **from all galleries**: .. container:: @@ -32,96 +32,111 @@ Computation times * - Example - Time - Mem (MB) - * - :ref:`sphx_glr_auto_examples_Markers_ragged_points.py` (``../examples/Markers/ragged_points.py``) - - 00:01.670 + * - :ref:`sphx_glr_auto_examples_region_of_interest_map_signal.py` (``../examples/region_of_interest/map_signal.py``) + - 00:05.074 - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_transforms_and_units.py` (``../examples/Markers/transforms_and_units.py``) - - 00:01.332 + * - :ref:`sphx_glr_auto_examples_region_of_interest_map_signal_circleROI.py` (``../examples/region_of_interest/map_signal_circleROI.py``) + - 00:04.466 - 0.0 - * - :ref:`sphx_glr_auto_examples_region_of_interest_SpanROI.py` (``../examples/region_of_interest/SpanROI.py``) - - 00:01.327 + * - :ref:`sphx_glr_auto_examples_io_convert_color_image.py` (``../examples/io/convert_color_image.py``) + - 00:04.146 + - 0.0 + * - :ref:`sphx_glr_auto_examples_region_of_interest_ExtractLineProfile.py` (``../examples/region_of_interest/ExtractLineProfile.py``) + - 00:03.973 + - 0.0 + * - :ref:`sphx_glr_auto_examples_Markers_transforms_and_units.py` (``../examples/Markers/transforms_and_units.py``) + - 00:02.698 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_add_remove_marker.py` (``../examples/Markers/add_remove_marker.py``) - - 00:01.186 + - 00:02.310 - 0.0 - * - :ref:`sphx_glr_auto_examples_region_of_interest_SpanROI_interactive_sum.py` (``../examples/region_of_interest/SpanROI_interactive_sum.py``) - - 00:01.039 + * - :ref:`sphx_glr_auto_examples_region_of_interest_SpanROI.py` (``../examples/region_of_interest/SpanROI.py``) + - 00:02.263 - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_ellipses.py` (``../examples/Markers/ellipses.py``) - - 00:00.946 + * - :ref:`sphx_glr_auto_examples_Markers_arrows_navigation.py` (``../examples/Markers/arrows_navigation.py``) + - 00:02.097 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_squares.py` (``../examples/Markers/squares.py``) - - 00:00.930 - - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_lines.py` (``../examples/Markers/lines.py``) - - 00:00.928 + - 00:02.085 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_polygons.py` (``../examples/Markers/polygons.py``) - - 00:00.928 + - 00:02.067 + - 0.0 + * - :ref:`sphx_glr_auto_examples_Markers_lines.py` (``../examples/Markers/lines.py``) + - 00:02.061 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_rectangles.py` (``../examples/Markers/rectangles.py``) - - 00:00.926 + - 00:02.047 + - 0.0 + * - :ref:`sphx_glr_auto_examples_Markers_ellipses.py` (``../examples/Markers/ellipses.py``) + - 00:01.969 + - 0.0 + * - :ref:`sphx_glr_auto_examples_Markers_ragged_points.py` (``../examples/Markers/ragged_points.py``) + - 00:01.961 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_stars.py` (``../examples/Markers/stars.py``) - - 00:00.917 + - 00:01.940 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_filled_circles.py` (``../examples/Markers/filled_circles.py``) - - 00:00.916 + - 00:01.898 - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_arrows_navigation.py` (``../examples/Markers/arrows_navigation.py``) - - 00:00.831 + * - :ref:`sphx_glr_auto_examples_region_of_interest_ROI_navigator.py` (``../examples/region_of_interest/ROI_navigator.py``) + - 00:01.688 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_vertical_lines.py` (``../examples/Markers/vertical_lines.py``) - - 00:00.829 - - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_texts.py` (``../examples/Markers/texts.py``) - - 00:00.828 + - 00:01.663 - 0.0 - * - :ref:`sphx_glr_auto_examples_simple_simulations_two_gaussians.py` (``../examples/simple_simulations/two_gaussians.py``) - - 00:00.821 + * - :ref:`sphx_glr_auto_examples_region_of_interest_SpanROI_interactive_sum.py` (``../examples/region_of_interest/SpanROI_interactive_sum.py``) + - 00:01.624 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_circles.py` (``../examples/Markers/circles.py``) - - 00:00.797 + - 00:01.440 - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_from_signal.py` (``../examples/Markers/from_signal.py``) - - 00:00.524 + * - :ref:`sphx_glr_auto_examples_Markers_texts.py` (``../examples/Markers/texts.py``) + - 00:01.433 + - 0.0 + * - :ref:`sphx_glr_auto_examples_simple_simulations_two_gaussians.py` (``../examples/simple_simulations/two_gaussians.py``) + - 00:01.256 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_arrows.py` (``../examples/Markers/arrows.py``) - - 00:00.493 + - 00:01.077 - 0.0 * - :ref:`sphx_glr_auto_examples_create_signal_spectrum_image.py` (``../examples/create_signal/spectrum_image.py``) - - 00:00.462 + - 00:00.987 + - 0.0 + * - :ref:`sphx_glr_auto_examples_Markers_from_signal.py` (``../examples/Markers/from_signal.py``) + - 00:00.899 - 0.0 * - :ref:`sphx_glr_auto_examples_model_fitting_plot_residual.py` (``../examples/model_fitting/plot_residual.py``) - - 00:00.454 + - 00:00.811 - 0.0 - * - :ref:`sphx_glr_auto_examples_Markers_arrows_ragged.py` (``../examples/Markers/arrows_ragged.py``) - - 00:00.449 + * - :ref:`sphx_glr_auto_examples_create_signal_2D_image_stack.py` (``../examples/create_signal/2D_image_stack.py``) + - 00:00.808 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_circles_color_radius.py` (``../examples/Markers/circles_color_radius.py``) - - 00:00.415 + - 00:00.805 - 0.0 - * - :ref:`sphx_glr_auto_examples_create_signal_1D_image_stack.py` (``../examples/create_signal/1D_image_stack.py``) - - 00:00.406 + * - :ref:`sphx_glr_auto_examples_create_signal_line_spectrum.py` (``../examples/create_signal/line_spectrum.py``) + - 00:00.803 - 0.0 - * - :ref:`sphx_glr_auto_examples_create_signal_2D_image_stack.py` (``../examples/create_signal/2D_image_stack.py``) - - 00:00.398 + * - :ref:`sphx_glr_auto_examples_create_signal_1D_image_stack.py` (``../examples/create_signal/1D_image_stack.py``) + - 00:00.786 - 0.0 - * - :ref:`sphx_glr_auto_examples_create_signal_line_spectrum.py` (``../examples/create_signal/line_spectrum.py``) - - 00:00.394 + * - :ref:`sphx_glr_auto_examples_Markers_arrows_ragged.py` (``../examples/Markers/arrows_ragged.py``) + - 00:00.733 - 0.0 * - :ref:`sphx_glr_auto_examples_model_fitting_simple_arctan_fit.py` (``../examples/model_fitting/simple_arctan_fit.py``) - - 00:00.361 + - 00:00.622 - 0.0 * - :ref:`sphx_glr_auto_examples_create_signal_from_tabular_data.py` (``../examples/create_signal/from_tabular_data.py``) - - 00:00.345 - - 0.0 - * - :ref:`sphx_glr_auto_examples_io_export_single_spectrum.py` (``../examples/io/export_single_spectrum.py``) - - 00:00.233 + - 00:00.596 - 0.0 * - :ref:`sphx_glr_auto_examples_Markers_rotation_makers.py` (``../examples/Markers/rotation_makers.py``) - - 00:00.229 + - 00:00.529 + - 0.0 + * - :ref:`sphx_glr_auto_examples_io_export_single_spectrum.py` (``../examples/io/export_single_spectrum.py``) + - 00:00.473 - 0.0 * - :ref:`sphx_glr_auto_examples_create_signal_from_tabular_data_file.py` (``../examples/create_signal/from_tabular_data_file.py``) - - 00:00.157 + - 00:00.444 - 0.0 diff --git a/current/_sources/user_guide/index.rst.txt b/current/_sources/user_guide/index.rst.txt index a203cc26d..f46139f63 100644 --- a/current/_sources/user_guide/index.rst.txt +++ b/current/_sources/user_guide/index.rst.txt @@ -32,6 +32,7 @@ User guide region_of_interest.rst events.rst interactive_operations.rst + pint_unit_registry.rst .. toctree:: :caption: Bibliography diff --git a/current/_sources/user_guide/pint_unit_registry.rst.txt b/current/_sources/user_guide/pint_unit_registry.rst.txt new file mode 100644 index 000000000..c078902c2 --- /dev/null +++ b/current/_sources/user_guide/pint_unit_registry.rst.txt @@ -0,0 +1,33 @@ +.. _pint_unit_registry: + +Unit Handling with Pint Quantity +******************************** + +HyperSpy uses the `pint `_ library to handle unit conversion. +To be interoperatable with other modules, HyperSpy uses the default pint :class:`pint.UnitRegistry` +provided by the :func:`pint.get_application_registry` function as described in the sections +`having a shared registry `_ +and `serialization `_ +of the pint user guide. + +For example, in the case of the ``scale_as_quantify`` pint quantity object from :class:`~.axes.UniformDataAxis`, +the default pint :class:`pint.UnitRegistry` is used: + +.. code-block:: python + + >>> s = hs.signals.Signal1D(np.arange(10)) + >>> s.axes_manager[0].scale_as_quantity + + >>> s.axes_manager[0].scale_as_quantity = '2.5 µm' + >>> s.axes_manager[0].scale_as_quantity + + +Then, using :func:`pint.get_application_registry` get the handle of the same instance of :class:`pint.UnitRegistry` +used by HyperSpy and use it to operate on this pint quantity: + + >>> import pint + >>> ureg = pint.get_application_registry() + >>> scale = 2E-6 * ureg.meter + >>> s.axes_manager[0].scale_as_quantity += scale + >>> s.axes_manager[0].scale_as_quantity + diff --git a/current/_sources/user_guide/visualisation.rst.txt b/current/_sources/user_guide/visualisation.rst.txt index 4380d5c89..9e6af5e34 100644 --- a/current/_sources/user_guide/visualisation.rst.txt +++ b/current/_sources/user_guide/visualisation.rst.txt @@ -1021,38 +1021,6 @@ and "overlap" styles: Plotting on existing matplotlib axes. -.. _plot_profiles_interactive-label: - -Plotting profiles interactively -------------------------------- - -Spectra or line profile can be plotted interactively on the same figure using -the :func:`~.api.plot.plot_spectra` function. For example, profiles -obtained from different Signal2D using the :class:`~.roi.Line2DROI` ROI can -be plotted interactively: - -.. code-block:: python - - >>> import holospy as # doctest: +SKIP - >>> im0 = holo.data.Fe_needle_reference_hologram() # doctest: +SKIP - >>> im1 = holo.data.Fe_needle_hologram() # doctest: +SKIP - >>> im0.plot() # doctest: +SKIP - >>> im1.plot() # doctest: +SKIP - >>> # Create the ROI - >>> line_profile = hs.roi.Line2DROI(400, 250, 220, 600) # doctest: +SKIP - >>> # Obtain the signals to plot by "slicing" the signals with the ROI - >>> line0 = line_profile.interactive(im0) # doctest: +SKIP - >>> line1 = line_profile.interactive(im1) # doctest: +SKIP - >>> # Plotting the profile on the same figure - >>> hs.plot.plot_spectra([line0, line1]) # doctest: +SKIP - -.. figure:: images/interactive_profiles.gif - :align: center - :width: 1024 - - Plotting profiles from different images interactively. - - .. _plot.signals: Plotting several signals @@ -1256,7 +1224,7 @@ calling `s.plot`: If the signal has a navigation dimension, the markers can be made to change -as a function of the navigation index by passing in kwargs with dtype=object. +as a function of the navigation index by passing in kwargs with ``dtype=object``. For a signal with 1 navigation axis: .. code-block:: python @@ -1404,6 +1372,35 @@ Additionally, if some ``**kwargs`` are shorter in length to some other parameter where i is the ith element of the collection. +Relative Markers +---------------- + +Many times when annotating 1-D Plots, you want to add markers which are relative to the data. For example, +you may want to add a line which goes from [0, y], where y is the value at x. To do this, you can set the +``offset_transform`` and/or ``transform`` to ``"relative"``. + +.. code:: + + >>> s = hs.signals.Signal1D(np.random.rand(3, 15)) + >>> from matplotlib.collections import LineCollection + >>> m = hs.plot.markers.Lines(segments=[[[2, 0], [2, 1.0]]], transform="relative") + >>> s.plot() + >>> s.add_marker(m) + +This marker will create a line at a value=2, which extends from 0 --> 1 and updates as the index changes. + +Path Markers +------------ + +Adding new types of markers to hyperspy is relatively simple. Currently, hyperspy supports any +:class:`matplotlib.collections.Collection` object. For most common cases this should be sufficient, +as matplotlib has a large number of built-in collections beyond what is available directly in hyperspy. + +In the event that you want a specific shape that is not supported, you can define a custom +:class:`matplotlib.path.Path` object and then use the :class:`matplotlib.collections.PathCollection` +to add the markers to the plot. Currently, there is no support for saving Path based markers but that can +be added if there are specific use cases. + Extra information about Markers ------------------------------- @@ -1432,12 +1429,22 @@ passing ``heights=(.1,.2,.3)`` will result in the ellipse at ``offsets[0]`` with ``offsets[1]`` with a height of 0.1, ellipse at ``offsets[2]`` has a height of 0.3 and the ellipse at ``offsets[3]`` has a height of 0.1 and so on. -For attributes which we want to by dynamic and change with the navigation coordinates we can pass those values as -an array with ``dtype=object``. Each of those values will be set as the index changes. +For attributes which we want to by dynamic and change with the navigation coordinates, we can pass those values as +an array with ``dtype=object``. Each of those values will be set as the index changes, similarly to signal data, +the current ``index`` of the axis manager is used to retrieve the current array of +markers at that ``index``. Additionally, lazy markers are treated similarly where the current +chunk for a marker is cached. .. NOTE:: Only kwargs which can be passed to :meth:`matplotlib.collections.Collection.set` can be dynamic. + +:class:`~.api.plot.markers.Markers` operates in a similar way to signals when the data is +retrieved. The current ``index`` for the signal is used to retrieve the current array of +markers at that ``index``. Additionally, lazy markers are treated similarly where the current +chunk for a marker is cached. + + If we want to plot a series of points, we can use the following code, in this case both the ``sizes`` and ``offsets`` kwargs are dynamic and change with each index. diff --git a/current/_static/basic.css b/current/_static/basic.css index e760386bd..2af6139e6 100644 --- a/current/_static/basic.css +++ b/current/_static/basic.css @@ -4,7 +4,7 @@ * * Sphinx stylesheet -- basic theme. * - * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ diff --git a/current/_static/doctools.js b/current/_static/doctools.js index d06a71d75..4d67807d1 100644 --- a/current/_static/doctools.js +++ b/current/_static/doctools.js @@ -4,7 +4,7 @@ * * Base JavaScript utilities for all Sphinx HTML documentation. * - * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ diff --git a/current/_static/documentation_options.js b/current/_static/documentation_options.js index 15dd1bd90..42ebe0912 100644 --- a/current/_static/documentation_options.js +++ b/current/_static/documentation_options.js @@ -1,5 +1,5 @@ const DOCUMENTATION_OPTIONS = { - VERSION: '2.0.1', + VERSION: '2.1.0', LANGUAGE: 'en', COLLAPSE_INDEX: false, BUILDER: 'html', diff --git a/current/_static/graphviz.css b/current/_static/graphviz.css index 8d81c02ed..027576e34 100644 --- a/current/_static/graphviz.css +++ b/current/_static/graphviz.css @@ -4,7 +4,7 @@ * * Sphinx stylesheet -- graphviz extension. * - * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ diff --git a/current/_static/interactive_profiles.gif 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"it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"]; -/* Non-minified version is copied as a separate JS file, is available */ +/* Non-minified version is copied as a separate JS file, if available */ /** * Porter Stemmer diff --git a/current/_static/searchtools.js b/current/_static/searchtools.js index 7918c3fab..92da3f8b2 100644 --- a/current/_static/searchtools.js +++ b/current/_static/searchtools.js @@ -4,7 +4,7 @@ * * Sphinx JavaScript utilities for the full-text search. * - * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ @@ -99,7 +99,7 @@ const _displayItem = (item, searchTerms, highlightTerms) => { .then((data) => { if (data) listItem.appendChild( - Search.makeSearchSummary(data, searchTerms) + Search.makeSearchSummary(data, searchTerms, anchor) ); // highlight search terms in the summary if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js @@ -116,8 +116,8 @@ const _finishSearch = (resultCount) => { ); else Search.status.innerText = _( - `Search finished, found ${resultCount} page(s) matching the search query.` - ); + "Search finished, found ${resultCount} page(s) matching the search query." + ).replace('${resultCount}', resultCount); }; const _displayNextItem = ( results, @@ -137,6 +137,22 @@ const _displayNextItem = ( // search finished, update title and status message else _finishSearch(resultCount); }; +// Helper function used by query() to order search results. +// Each input is an array of [docname, title, anchor, descr, score, filename]. +// Order the results by score (in opposite order of appearance, since the +// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically. +const _orderResultsByScoreThenName = (a, b) => { + const leftScore = a[4]; + const rightScore = b[4]; + if (leftScore === rightScore) { + // same score: sort alphabetically + const leftTitle = a[1].toLowerCase(); + const rightTitle = b[1].toLowerCase(); + if (leftTitle === rightTitle) return 0; + return leftTitle > rightTitle ? -1 : 1; // inverted is intentional + } + return leftScore > rightScore ? 1 : -1; +}; /** * Default splitQuery function. Can be overridden in ``sphinx.search`` with a @@ -160,13 +176,26 @@ const Search = { _queued_query: null, _pulse_status: -1, - htmlToText: (htmlString) => { + htmlToText: (htmlString, anchor) => { const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html'); - htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() }); + for (const removalQuery of [".headerlinks", "script", "style"]) { + htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() }); + } + if (anchor) { + const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`); + if (anchorContent) return anchorContent.textContent; + + console.warn( + `Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.` + ); + } + + // if anchor not specified or not found, fall back to main content const docContent = htmlElement.querySelector('[role="main"]'); - if (docContent !== undefined) return docContent.textContent; + if (docContent) return docContent.textContent; + console.warn( - "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template." + "Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template." ); return ""; }, @@ -239,16 +268,7 @@ const Search = { else Search.deferQuery(query); }, - /** - * execute search (requires search index to be loaded) - */ - query: (query) => { - const filenames = Search._index.filenames; - const docNames = Search._index.docnames; - const titles = Search._index.titles; - const allTitles = Search._index.alltitles; - const indexEntries = Search._index.indexentries; - + _parseQuery: (query) => { // stem the search terms and add them to the correct list const stemmer = new Stemmer(); const searchTerms = new Set(); @@ -284,16 +304,32 @@ const Search = { // console.info("required: ", [...searchTerms]); // console.info("excluded: ", [...excludedTerms]); - // array of [docname, title, anchor, descr, score, filename] - let results = []; + return [query, searchTerms, excludedTerms, highlightTerms, objectTerms]; + }, + + /** + * execute search (requires search index to be loaded) + */ + _performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => { + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const titles = Search._index.titles; + const allTitles = Search._index.alltitles; + const indexEntries = Search._index.indexentries; + + // Collect multiple result groups to be sorted separately and then ordered. + // Each is an array of [docname, title, anchor, descr, score, filename]. + const normalResults = []; + const nonMainIndexResults = []; + _removeChildren(document.getElementById("search-progress")); - const queryLower = query.toLowerCase(); + const queryLower = query.toLowerCase().trim(); for (const [title, foundTitles] of Object.entries(allTitles)) { - if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) { + if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) { for (const [file, id] of foundTitles) { let score = Math.round(100 * queryLower.length / title.length) - results.push([ + normalResults.push([ docNames[file], titles[file] !== title ? `${titles[file]} > ${title}` : title, id !== null ? "#" + id : "", @@ -308,46 +344,47 @@ const Search = { // search for explicit entries in index directives for (const [entry, foundEntries] of Object.entries(indexEntries)) { if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) { - for (const [file, id] of foundEntries) { - let score = Math.round(100 * queryLower.length / entry.length) - results.push([ + for (const [file, id, isMain] of foundEntries) { + const score = Math.round(100 * queryLower.length / entry.length); + const result = [ docNames[file], titles[file], id ? "#" + id : "", null, score, filenames[file], - ]); + ]; + if (isMain) { + normalResults.push(result); + } else { + nonMainIndexResults.push(result); + } } } } // lookup as object objectTerms.forEach((term) => - results.push(...Search.performObjectSearch(term, objectTerms)) + normalResults.push(...Search.performObjectSearch(term, objectTerms)) ); // lookup as search terms in fulltext - results.push(...Search.performTermsSearch(searchTerms, excludedTerms)); + normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms)); // let the scorer override scores with a custom scoring function - if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item))); - - // now sort the results by score (in opposite order of appearance, since the - // display function below uses pop() to retrieve items) and then - // alphabetically - results.sort((a, b) => { - const leftScore = a[4]; - const rightScore = b[4]; - if (leftScore === rightScore) { - // same score: sort alphabetically - const leftTitle = a[1].toLowerCase(); - const rightTitle = b[1].toLowerCase(); - if (leftTitle === rightTitle) return 0; - return leftTitle > rightTitle ? -1 : 1; // inverted is intentional - } - return leftScore > rightScore ? 1 : -1; - }); + if (Scorer.score) { + normalResults.forEach((item) => (item[4] = Scorer.score(item))); + nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item))); + } + + // Sort each group of results by score and then alphabetically by name. + normalResults.sort(_orderResultsByScoreThenName); + nonMainIndexResults.sort(_orderResultsByScoreThenName); + + // Combine the result groups in (reverse) order. + // Non-main index entries are typically arbitrary cross-references, + // so display them after other results. + let results = [...nonMainIndexResults, ...normalResults]; // remove duplicate search results // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept @@ -361,7 +398,12 @@ const Search = { return acc; }, []); - results = results.reverse(); + return results.reverse(); + }, + + query: (query) => { + const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query); + const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms); // for debugging //Search.lastresults = results.slice(); // a copy @@ -466,14 +508,18 @@ const Search = { // add support for partial matches if (word.length > 2) { const escapedWord = _escapeRegExp(word); - Object.keys(terms).forEach((term) => { - if (term.match(escapedWord) && !terms[word]) - arr.push({ files: terms[term], score: Scorer.partialTerm }); - }); - Object.keys(titleTerms).forEach((term) => { - if (term.match(escapedWord) && !titleTerms[word]) - arr.push({ files: titleTerms[word], score: Scorer.partialTitle }); - }); + if (!terms.hasOwnProperty(word)) { + Object.keys(terms).forEach((term) => { + if (term.match(escapedWord)) + arr.push({ files: terms[term], score: Scorer.partialTerm }); + }); + } + if (!titleTerms.hasOwnProperty(word)) { + Object.keys(titleTerms).forEach((term) => { + if (term.match(escapedWord)) + arr.push({ files: titleTerms[term], score: Scorer.partialTitle }); + }); + } } // no match but word was a required one @@ -496,9 +542,8 @@ const Search = { // create the mapping files.forEach((file) => { - if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1) - fileMap.get(file).push(word); - else fileMap.set(file, [word]); + if (!fileMap.has(file)) fileMap.set(file, [word]); + else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word); }); }); @@ -549,8 +594,8 @@ const Search = { * search summary for a given text. keywords is a list * of stemmed words. */ - makeSearchSummary: (htmlText, keywords) => { - const text = Search.htmlToText(htmlText); + makeSearchSummary: (htmlText, keywords, anchor) => { + const text = Search.htmlToText(htmlText, anchor); if (text === "") return null; const textLower = text.toLowerCase(); diff --git a/current/auto_examples/Markers/add_remove_marker.html b/current/auto_examples/Markers/add_remove_marker.html index cbf47ad2b..08555c5d2 100644 --- a/current/auto_examples/Markers/add_remove_marker.html +++ b/current/auto_examples/Markers/add_remove_marker.html @@ -8,7 +8,7 @@ - Add/Remove items from existing Markers — HyperSpy 2.0.1 documentation + Add/Remove items from existing Markers — HyperSpy 2.1.0 documentation @@ -29,7 +29,7 @@ - + @@ -43,8 +43,8 @@ - - + + @@ -66,7 +66,7 @@ @@ -142,7 +142,7 @@ @@ -521,7 +521,7 @@
  1. Transforms and Units
  2. -
  3. Signal Creation and plotting
      +
    • Signal Creation
      • Creates a signal1D from a text file
      • Creates a line spectrum
      • Creates a signal1D from tabular data
      • @@ -532,6 +532,7 @@
      • Loading, saving and exporting
      • Model fitting
      • -
      • Signal Creation and plotting
          +
        • Signal Creation
        • -
        • Signal Creation and plotting
            +
          • Signal Creation
          • -
          • Signal Creation and plotting
              +
            • Signal Creation
            • -
            • Signal Creation and plotting
                +
              • Signal Creation
              • -
              • Signal Creation and plotting
                  +
                • Signal Creation
                • -
                • Signal Creation and plotting
                    +
                  • Signal Creation
                  • -
                  • Signal Creation and plotting
                      +
                    • Signal Creation
                    • -
                    • Signal Creation and plotting
                        +
                      • Signal Creation
                      • -
                      • Signal Creation and plotting
                          +
                        • Signal Creation
                          • Creates a signal1D from a text file
                          • Creates a line spectrum
                          • Creates a signal1D from tabular data
                          • @@ -532,6 +532,7 @@
                          • Loading, saving and exporting
                          • Model fitting
                          • -
                          • Signal Creation and plotting
                              +
                            • Signal Creation
                            • -
                            • Signal Creation and plotting
                                +
                              • Signal Creation
                              • -
                              • Signal Creation and plotting
                                  +
                                • Signal Creation
                                • -
                                • Signal Creation and plotting
                                    +
                                  • Signal Creation
                                  • -
                                  • Signal Creation and plotting
                                      +
                                    • Signal Creation
                                      • Creates a signal1D from a text file
                                      • Creates a line spectrum
                                      • Creates a signal1D from tabular data
                                      • @@ -532,6 +532,7 @@
                                      • Loading, saving and exporting
                                      • Model fitting
                                          @@ -541,6 +542,10 @@
                                        • Region of Interest
                                        • @@ -611,7 +616,7 @@

                                          Rotation of markers#

                                          @@ -622,7 +627,7 @@ # Create a Signal2D data = np.ones([100, 100]) -s = hs.signals.Signal2D(data) +s = hs.signals.Signal2D(data) num = 2 angle = 25 @@ -634,7 +639,7 @@ offsets = np.array([20*np.ones(num)]*2).T angles = np.arange(0, angle*num, angle) -m1 = hs.plot.markers.Rectangles( +m1 = hs.plot.markers.Rectangles( offsets=offsets, widths=np.ones(num)*20, heights=np.ones(num)*10, @@ -643,7 +648,7 @@ edgecolor=color, ) -m2 = hs.plot.markers.Ellipses( +m2 = hs.plot.markers.Ellipses( offsets=offsets + np.array([0, 20]), widths=np.ones(num)*20, heights=np.ones(num)*10, @@ -652,7 +657,7 @@ edgecolor=color, ) -m3 = hs.plot.markers.Squares( +m3 = hs.plot.markers.Squares( offsets=offsets + np.array([0, 50]), widths=np.ones(num)*20, angles=angles, @@ -667,7 +672,7 @@ Signal

                                          sphinx_gallery_thumbnail_number = 1

                                          -

                                          Total running time of the script: (0 minutes 0.229 seconds)

                                          +

                                          Total running time of the script: (0 minutes 0.529 seconds)

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