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authorAlexandre Marie <alexandre.marie@synchrotron-soleil.fr>2018-12-17 12:28:24 +0100
committerAlexandre Marie <alexandre.marie@synchrotron-soleil.fr>2018-12-17 12:28:24 +0100
commitcebdc9244c019224846cb8d2668080fe386a6adc (patch)
treeaedec55da0f9dd4fc4d6c7eb0f58489a956e2e8c
parent159ef14fb9e198bb0066ea14e6b980f065de63dd (diff)
New upstream version 0.9.0+dfsg
-rw-r--r--CHANGELOG.rst60
-rw-r--r--LICENSE2
-rw-r--r--MANIFEST.in2
-rw-r--r--PKG-INFO21
-rw-r--r--README.rst16
-rw-r--r--copyright6
-rw-r--r--doc/source/Tutorials/.ipynb_checkpoints/Image-checkpoint.ipynb1841
-rw-r--r--doc/source/Tutorials/Sift/.ipynb_checkpoints/sift-checkpoint.ipynb4248
-rw-r--r--doc/source/conf.py2
-rw-r--r--doc/source/developers.rst98
-rw-r--r--doc/source/ext/snapshotqt_directive.py257
-rw-r--r--doc/source/index.rst6
-rw-r--r--doc/source/install.rst267
-rw-r--r--doc/source/modules/gui/dialog/datasetdialog.rst7
-rw-r--r--doc/source/modules/gui/dialog/img/colormapdialog.pngbin0 -> 23258 bytes
-rw-r--r--doc/source/modules/gui/dialog/img/datasetdialog.pngbin0 -> 39166 bytes
-rw-r--r--doc/source/modules/gui/dialog/index.rst24
-rw-r--r--doc/source/modules/gui/gallery.rst29
-rw-r--r--doc/source/modules/gui/icons.rst39
-rw-r--r--doc/source/modules/gui/plot/compareimages.rst19
-rw-r--r--doc/source/modules/gui/plot/dev.rst1
-rw-r--r--doc/source/modules/gui/plot/getting_started.rst8
-rw-r--r--doc/source/modules/gui/plot/img/CompareImages.pngbin0 -> 169928 bytes
-rw-r--r--doc/source/modules/gui/plot/img/CurveLegendsWidget.pngbin0 -> 30043 bytes
-rw-r--r--doc/source/modules/gui/plot/index.rst1
-rw-r--r--doc/source/modules/gui/plot/items.rst7
-rw-r--r--doc/source/modules/gui/plot/plotsignal.rst1
-rw-r--r--doc/source/modules/gui/plot/plotwidget.rst16
-rw-r--r--doc/source/modules/gui/plot/tools.rst12
-rw-r--r--doc/source/modules/gui/plot3d/img/GroupPropertiesWidget.pngbin0 -> 5129 bytes
-rw-r--r--doc/source/modules/gui/plot3d/img/PositionInfoWidget.pngbin0 -> 3353 bytes
-rw-r--r--doc/source/modules/gui/plot3d/scenewidget.rst8
-rw-r--r--doc/source/modules/gui/plot3d/tools.rst24
-rw-r--r--doc/source/modules/gui/update_icons_rst.py90
-rw-r--r--doc/source/modules/gui/utils.rst6
-rw-r--r--doc/source/modules/gui/widgets/flowlayout.rst11
-rw-r--r--doc/source/modules/gui/widgets/img/RangeSlider.pngbin0 -> 2686 bytes
-rw-r--r--doc/source/modules/gui/widgets/index.rst2
-rw-r--r--doc/source/modules/gui/widgets/rangeslider.rst8
-rw-r--r--doc/source/modules/sx.rst4
-rw-r--r--doc/source/modules/test/index.rst6
-rw-r--r--doc/source/overview.rst2
-rw-r--r--doc/source/troubleshooting.rst36
-rw-r--r--doc/source/virtualenv.rst6
-rw-r--r--examples/__init__.py29
-rw-r--r--examples/blissPlot.py635
-rw-r--r--examples/colormapDialog.py2
-rw-r--r--examples/compareImages.py149
-rw-r--r--examples/plot3dSceneWindow.py10
-rw-r--r--examples/plotCurveLegendWidget.py154
-rw-r--r--examples/plotGL32.py46
-rw-r--r--examples/plotInteractiveImageROI.py9
-rw-r--r--examples/plotStats.py4
-rw-r--r--examples/plotTimeSeries.py33
-rwxr-xr-xexamples/simplewidget.py44
-rw-r--r--package/debian8/control3
-rw-r--r--package/debian9/control4
-rw-r--r--package/windows/README.rst37
-rw-r--r--package/windows/bootstrap-silx-view.py12
-rw-r--r--package/windows/bootstrap.py16
-rw-r--r--package/windows/pyinstaller-silx-view.spec54
-rw-r--r--package/windows/pyinstaller.spec54
-rw-r--r--package/windows/silx.icobin0 -> 4286 bytes
-rw-r--r--requirements-dev.txt5
-rw-r--r--requirements.txt10
-rwxr-xr-xrun_tests.py276
-rw-r--r--setup.cfg1
-rw-r--r--setup.py32
-rw-r--r--silx.egg-info/PKG-INFO21
-rw-r--r--silx.egg-info/SOURCES.txt77
-rw-r--r--silx.egg-info/requires.txt15
-rw-r--r--silx/_config.py31
-rw-r--r--silx/app/convert.py14
-rw-r--r--silx/app/test_.py7
-rw-r--r--silx/app/view/About.py44
-rw-r--r--silx/app/view/CustomNxdataWidget.py8
-rw-r--r--silx/app/view/DataPanel.py35
-rw-r--r--silx/app/view/Viewer.py149
-rw-r--r--silx/app/view/test/test_view.py2
-rw-r--r--silx/gui/_glutils/font.py2
-rw-r--r--silx/gui/colors.py9
-rw-r--r--silx/gui/data/Hdf5TableView.py78
-rw-r--r--silx/gui/data/NXdataWidgets.py3
-rw-r--r--silx/gui/data/RecordTableView.py24
-rw-r--r--silx/gui/data/TextFormatter.py10
-rw-r--r--silx/gui/data/test/test_arraywidget.py2
-rw-r--r--silx/gui/data/test/test_dataviewer.py16
-rw-r--r--silx/gui/data/test/test_numpyaxesselector.py4
-rw-r--r--silx/gui/data/test/test_textformatter.py52
-rw-r--r--silx/gui/dialog/AbstractDataFileDialog.py2
-rw-r--r--silx/gui/dialog/ColormapDialog.py5
-rw-r--r--silx/gui/dialog/DatasetDialog.py122
-rw-r--r--silx/gui/dialog/GroupDialog.py161
-rw-r--r--silx/gui/dialog/SafeFileIconProvider.py4
-rw-r--r--silx/gui/dialog/SafeFileSystemModel.py2
-rw-r--r--silx/gui/dialog/test/test_colormapdialog.py4
-rw-r--r--silx/gui/dialog/test/test_datafiledialog.py120
-rw-r--r--silx/gui/dialog/test/test_imagefiledialog.py86
-rw-r--r--silx/gui/fit/FitConfig.py9
-rw-r--r--silx/gui/fit/FitWidget.py10
-rw-r--r--silx/gui/fit/test/testBackgroundWidget.py2
-rw-r--r--silx/gui/fit/test/testFitConfig.py2
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-rw-r--r--silx/gui/hdf5/Hdf5Item.py41
-rw-r--r--silx/gui/hdf5/Hdf5LoadingItem.py11
-rw-r--r--silx/gui/hdf5/Hdf5Node.py9
-rw-r--r--silx/gui/hdf5/Hdf5TreeModel.py15
-rw-r--r--silx/gui/hdf5/NexusSortFilterProxyModel.py20
-rw-r--r--silx/gui/hdf5/_utils.py11
-rw-r--r--silx/gui/hdf5/test/test_hdf5.py122
-rw-r--r--silx/gui/icons.py38
-rw-r--r--silx/gui/plot/ColorBar.py12
-rw-r--r--silx/gui/plot/CompareImages.py1190
-rw-r--r--silx/gui/plot/ImageView.py9
-rw-r--r--silx/gui/plot/LegendSelector.py134
-rw-r--r--silx/gui/plot/MaskToolsWidget.py129
-rw-r--r--silx/gui/plot/PlotToolButtons.py56
-rw-r--r--silx/gui/plot/PlotWidget.py183
-rw-r--r--silx/gui/plot/PlotWindow.py5
-rw-r--r--silx/gui/plot/PrintPreviewToolButton.py5
-rw-r--r--silx/gui/plot/Profile.py89
-rw-r--r--silx/gui/plot/ProfileMainWindow.py16
-rw-r--r--silx/gui/plot/ScatterMaskToolsWidget.py61
-rw-r--r--silx/gui/plot/ScatterView.py10
-rw-r--r--silx/gui/plot/StackView.py100
-rw-r--r--silx/gui/plot/StatsWidget.py18
-rw-r--r--silx/gui/plot/_BaseMaskToolsWidget.py6
-rw-r--r--silx/gui/plot/_utils/test/testColormap.py648
-rw-r--r--silx/gui/plot/actions/PlotToolAction.py150
-rw-r--r--silx/gui/plot/actions/control.py1
-rw-r--r--silx/gui/plot/actions/fit.py63
-rw-r--r--silx/gui/plot/actions/histogram.py88
-rw-r--r--silx/gui/plot/actions/io.py12
-rw-r--r--silx/gui/plot/actions/medfilt.py38
-rw-r--r--silx/gui/plot/backends/BackendBase.py17
-rw-r--r--silx/gui/plot/backends/BackendMatplotlib.py28
-rw-r--r--silx/gui/plot/backends/BackendOpenGL.py17
-rw-r--r--silx/gui/plot/backends/glutils/GLText.py46
-rw-r--r--silx/gui/plot/items/core.py23
-rw-r--r--silx/gui/plot/items/curve.py213
-rw-r--r--silx/gui/plot/items/histogram.py7
-rw-r--r--silx/gui/plot/items/marker.py42
-rw-r--r--silx/gui/plot/items/scatter.py30
-rw-r--r--silx/gui/plot/matplotlib/ModestImage.py174
-rw-r--r--silx/gui/plot/test/__init__.py6
-rw-r--r--silx/gui/plot/test/testAlphaSlider.py2
-rw-r--r--silx/gui/plot/test/testColorBar.py2
-rw-r--r--silx/gui/plot/test/testCompareImages.py117
-rw-r--r--silx/gui/plot/test/testCurvesROIWidget.py2
-rw-r--r--silx/gui/plot/test/testImageView.py2
-rw-r--r--silx/gui/plot/test/testItem.py2
-rw-r--r--silx/gui/plot/test/testLegendSelector.py2
-rw-r--r--silx/gui/plot/test/testMaskToolsWidget.py8
-rw-r--r--silx/gui/plot/test/testPixelIntensityHistoAction.py2
-rw-r--r--silx/gui/plot/test/testPlotWidget.py203
-rw-r--r--silx/gui/plot/test/testPlotWindow.py2
-rw-r--r--silx/gui/plot/test/testProfile.py198
-rw-r--r--silx/gui/plot/test/testScatterMaskToolsWidget.py8
-rw-r--r--silx/gui/plot/test/testScatterView.py19
-rw-r--r--silx/gui/plot/test/testStackView.py7
-rw-r--r--silx/gui/plot/test/testStats.py3
-rw-r--r--silx/gui/plot/test/testUtilsAxis.py2
-rw-r--r--silx/gui/plot/test/utils.py2
-rw-r--r--silx/gui/plot/tools/CurveLegendsWidget.py247
-rw-r--r--silx/gui/plot/tools/profile/ImageProfileToolBar.py271
-rw-r--r--silx/gui/plot/tools/test/__init__.py2
-rw-r--r--silx/gui/plot/tools/test/testCurveLegendsWidget.py125
-rw-r--r--silx/gui/plot/tools/test/testROI.py2
-rw-r--r--silx/gui/plot/tools/test/testScatterProfileToolBar.py2
-rw-r--r--silx/gui/plot/tools/test/testTools.py2
-rw-r--r--silx/gui/plot/utils/axis.py9
-rw-r--r--silx/gui/plot3d/ParamTreeView.py11
-rw-r--r--silx/gui/plot3d/Plot3DWidget.py2
-rw-r--r--silx/gui/plot3d/SFViewParamTree.py64
-rw-r--r--silx/gui/plot3d/SceneWidget.py28
-rw-r--r--silx/gui/plot3d/_model/items.py2
-rw-r--r--silx/gui/plot3d/actions/io.py2
-rw-r--r--silx/gui/plot3d/items/_pick.py292
-rw-r--r--silx/gui/plot3d/items/clipplane.py90
-rw-r--r--silx/gui/plot3d/items/core.py201
-rw-r--r--silx/gui/plot3d/items/image.py68
-rw-r--r--silx/gui/plot3d/items/mesh.py176
-rw-r--r--silx/gui/plot3d/items/scatter.py182
-rw-r--r--silx/gui/plot3d/items/volume.py173
-rw-r--r--silx/gui/plot3d/scene/event.py4
-rw-r--r--silx/gui/plot3d/scene/function.py4
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-rw-r--r--silx/gui/plot3d/scene/utils.py180
-rw-r--r--silx/gui/plot3d/setup.py4
-rw-r--r--silx/gui/plot3d/test/__init__.py25
-rw-r--r--silx/gui/plot3d/test/testGL.py2
-rw-r--r--silx/gui/plot3d/test/testScalarFieldView.py29
-rw-r--r--silx/gui/plot3d/test/testSceneWidgetPicking.py267
-rw-r--r--silx/gui/plot3d/tools/PositionInfoWidget.py209
-rw-r--r--silx/gui/plot3d/tools/test/__init__.py (renamed from silx/gui/plot3d/scene/setup.py)24
-rw-r--r--silx/gui/plot3d/tools/test/testPositionInfoWidget.py101
-rw-r--r--silx/gui/qt/__init__.py7
-rw-r--r--silx/gui/qt/_pyside_dynamic.py55
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-rw-r--r--silx/gui/test/test_colors.py18
-rw-r--r--silx/gui/test/test_console.py2
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-rw-r--r--silx/gui/test/test_qt.py63
-rw-r--r--silx/gui/test/utils.py507
-rw-r--r--silx/gui/utils/_image.py104
-rw-r--r--silx/gui/utils/image.py143
-rw-r--r--silx/gui/utils/test/test_async.py2
-rw-r--r--silx/gui/utils/test/test_image.py50
-rw-r--r--silx/gui/utils/testutils.py520
-rw-r--r--silx/gui/widgets/FloatEdit.py4
-rw-r--r--silx/gui/widgets/FlowLayout.py177
-rw-r--r--silx/gui/widgets/PrintPreview.py4
-rw-r--r--silx/gui/widgets/RangeSlider.py627
-rw-r--r--silx/gui/widgets/__init__.py8
-rw-r--r--silx/gui/widgets/test/__init__.py4
-rw-r--r--silx/gui/widgets/test/test_boxlayoutdockwidget.py2
-rw-r--r--silx/gui/widgets/test/test_flowlayout.py77
-rw-r--r--silx/gui/widgets/test/test_framebrowser.py2
-rw-r--r--silx/gui/widgets/test/test_hierarchicaltableview.py2
-rw-r--r--silx/gui/widgets/test/test_periodictable.py2
-rw-r--r--silx/gui/widgets/test/test_printpreview.py2
-rw-r--r--silx/gui/widgets/test/test_rangeslider.py114
-rw-r--r--silx/gui/widgets/test/test_tablewidget.py2
-rw-r--r--silx/gui/widgets/test/test_threadpoolpushbutton.py4
-rw-r--r--silx/image/bilinear.c2188
-rw-r--r--silx/image/bilinear.pyx13
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-rw-r--r--silx/image/test/test_bilinear.py16
-rw-r--r--silx/io/configdict.py18
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-rw-r--r--silx/io/dictdump.py38
-rw-r--r--silx/io/specfile.c6904
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-rw-r--r--silx/io/spech5.py40
-rw-r--r--silx/io/test/test_fabioh5.py128
-rw-r--r--silx/io/test/test_specfile.py20
-rw-r--r--silx/io/test/test_utils.py12
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-rw-r--r--silx/math/calibration.py10
-rw-r--r--silx/math/chistogramnd.c5293
-rw-r--r--silx/math/chistogramnd_lut.c5999
-rw-r--r--silx/math/colormap.c4690
-rw-r--r--silx/math/combo.c2251
-rw-r--r--silx/math/fit/filters.c3563
-rw-r--r--silx/math/fit/fittheory.py8
-rw-r--r--silx/math/fit/functions.c9163
-rw-r--r--silx/math/fit/peaks.c2426
-rw-r--r--silx/math/marchingcubes.cpp2776
-rw-r--r--silx/math/medianfilter/include/median_filter.hpp217
-rw-r--r--silx/math/medianfilter/median_filter.pxd5
-rw-r--r--silx/math/medianfilter/medianfilter.cpp6030
-rw-r--r--silx/math/medianfilter/medianfilter.pyx154
-rw-r--r--silx/math/medianfilter/test/__init__.py6
-rw-r--r--silx/math/medianfilter/test/test_medianfilter.py264
-rw-r--r--silx/opencl/codec/byte_offset.py6
-rw-r--r--silx/opencl/common.py8
-rw-r--r--silx/opencl/test/test_addition.py4
-rw-r--r--silx/opencl/test/test_medfilt.py4
-rw-r--r--silx/resources/gui/icons/compare-align-auto.pngbin0 -> 1446 bytes
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-rw-r--r--silx/setup.py3
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-rw-r--r--silx/third_party/EdfFile.py18
-rw-r--r--silx/third_party/TiffIO.py12
-rw-r--r--silx/third_party/modest_image.py322
-rw-r--r--silx/utils/launcher.py4
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-rw-r--r--silx/utils/test/test_html.py6
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301 files changed, 37359 insertions, 40179 deletions
diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 2a98a90..073e1ac 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -1,6 +1,66 @@
Change Log
==========
+0.9.0: 2018/10/23
+-----------------
+
+ * Graphical user interface:
+
+ * `silx.gui.widgets`:
+
+ * Adds `RangeSlider` widget, a slider with 2 thumbs
+ * Adds `CurveLegendsWidget` widget to display PlotWidget curve legends
+ (as an alternative to `LegendSelector` widget)
+ * Adds `FlowLayout` QWidget layout
+
+ * Plot:
+
+ * Adds `CompareImages` widget providing tools to compare 2 images
+ * `ScatterView`: Adds alpha channel support
+ * `MaskToolsWidget`: Adds load/save masks from/to HDF5 files
+
+ * `PlotWidget`:
+
+ * Adds `getItems` method, `sigItemAdded` and `sigItemAboutToBeRemoved` signals
+ * Adds more options for active curve highlighting (see `get|setActiveCurveStyle` method)
+ * Deprecates `get|setActiveCurveColor` methods
+ * Adds `get|setActiveCurveSelectionMode` methods to change the behavior of active curve selection
+ * Adds configurable line style and width to line markers
+ * Fixes texture cache size in OpenGL backend
+
+ * Plot3D:
+
+ * Adds `SceneWidget.pickItems` method to retrieve the item and data at a given mouse position
+ * Adds `PositionInfoWidget` widget to display data value at a given mouse position
+
+ * `silx.gui.utils`:
+
+ * Adds `image` module for QImage/numpy array conversion functions
+ * Adds `testutils` helper module for writing Qt tests
+ (previously available internally as `silx.gui.test.utils`)
+
+ * Adds `silx.gui.qt.inspect` module to inspect Qt objects
+
+ * Math:
+
+ * Updates median filter with support for Not-a-Number and a 'constant' padding mode
+
+ * `silx view`:
+
+ * Fixes file synchronization
+ * Adds a refresh button to synchronize file content
+
+ * Dependencies:
+
+ * Deprecates support of PySide Qt4 binding
+ (We intend to drop official support of PySide in silx 0.10.0)
+ * Deprecates support of PyQt4
+ * Adds `h5py` and `fabio` as strong dependencies
+
+ * Miscellaneous:
+
+ * Adds `silx.examples` package to ship the example with the library
+
0.8.0: 2018/07/04
-----------------
diff --git a/LICENSE b/LICENSE
index acebc8d..15172e7 100644
--- a/LICENSE
+++ b/LICENSE
@@ -5,7 +5,7 @@ Silx follows the permissive MIT license although it may include contributions fo
Silx uses the Qt library for its graphical user interfaces.
A word of caution is to be provided.
If users develop and distribute software using modules accessing Qt by means of Riverbank Computing Qt bindings PyQt4 or PyQt5, those users will be conditioned by the license of their PyQt4/5 software (GPL or commercial).
-If the end user does not own a commercial license of PyQt4 or PyQt5 and wishes to be free of any distribution condition, (s)he should be able to use PySide because it uses the LGPL license.
+If the end user does not own a commercial license of PyQt4 or PyQt5 and wishes to be free of any distribution condition, (s)he should be able to use PySide2 because it uses the LGPL license.
The MIT license follows:
diff --git a/MANIFEST.in b/MANIFEST.in
index 4e9b35f..abdc1f9 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -12,7 +12,9 @@ include requirements-dev.txt
recursive-include silx *.pyx *.pxd *.pxi
recursive-include silx *.h *.c *.hpp *.cpp
recursive-include doc/source *.py *.rst *.png *.ico *.ipynb
+global-exclude .ipynb_checkpoints/*
recursive-include qtdesigner_plugins *.py *.rst
recursive-include silx/resources *
recursive-include examples *
recursive-include package *
+
diff --git a/PKG-INFO b/PKG-INFO
index ecb8d4f..52f365a 100644
--- a/PKG-INFO
+++ b/PKG-INFO
@@ -1,6 +1,6 @@
-Metadata-Version: 1.1
+Metadata-Version: 2.1
Name: silx
-Version: 0.8.0
+Version: 0.9.0
Summary: Software library for X-ray data analysis
Home-page: http://www.silx.org/
Author: data analysis unit
@@ -13,7 +13,7 @@ Description:
The purpose of the *silx* project is to provide a collection of Python packages to support the
development of data assessment, reduction and analysis applications at synchrotron
radiation facilities.
- It aims at providing reading/writing different file formats, data reduction routines
+ *silx* aims to provide reading/writing tools for different file formats, data reduction routines
and a set of Qt widgets to browse and visualise data.
The current version features:
@@ -41,12 +41,18 @@ Description:
Installation
------------
- To install silx, run:
+ To install silx (and all its dependencies), run:
+
+ .. code-block:: bash
+
+ pip install silx[full]
+
+ To install silx with a minimal set of dependencies, run:
+
+ .. code-block:: bash
- .. code-block:: bash
-
pip install silx
-
+
Or using Anaconda on Linux and MacOS:
.. code-block:: bash
@@ -130,3 +136,4 @@ Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Topic :: Scientific/Engineering :: Physics
Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Provides-Extra: full
diff --git a/README.rst b/README.rst
index 8e420fd..bd91773 100644
--- a/README.rst
+++ b/README.rst
@@ -5,7 +5,7 @@ silx toolkit
The purpose of the *silx* project is to provide a collection of Python packages to support the
development of data assessment, reduction and analysis applications at synchrotron
radiation facilities.
-It aims at providing reading/writing different file formats, data reduction routines
+*silx* aims to provide reading/writing tools for different file formats, data reduction routines
and a set of Qt widgets to browse and visualise data.
The current version features:
@@ -33,12 +33,18 @@ The current version features:
Installation
------------
-To install silx, run:
+To install silx (and all its dependencies), run:
+
+.. code-block:: bash
+
+ pip install silx[full]
+
+To install silx with a minimal set of dependencies, run:
+
+.. code-block:: bash
-.. code-block:: bash
-
pip install silx
-
+
Or using Anaconda on Linux and MacOS:
.. code-block:: bash
diff --git a/copyright b/copyright
index 4229c58..174de4b 100644
--- a/copyright
+++ b/copyright
@@ -3,7 +3,7 @@ Upstream-Name: silx
Source: https://github.com/silx-kit/silx
Files: *
-Copyright: 2004-2017 European Synchrotron Radiation Facility
+Copyright: 2004-2018 European Synchrotron Radiation Facility
Data analysis unit (silx@esrf.fr)
License: MIT
@@ -20,6 +20,10 @@ Copyright: 2011 Sebastian Wiesner <lunaryorn@gmail.com>
Modifications by Charl Botha <cpbotha@vxlabs.com>
License: MIT
+Files: silx/third_party/modest_image.py
+Copyright: 2013 Chris Beaumont
+License: MIT
+
License: MIT
Permission is hereby granted, free of charge, to any person obtaining a
copy of this software and associated documentation files (the "Software"),
diff --git a/doc/source/Tutorials/.ipynb_checkpoints/Image-checkpoint.ipynb b/doc/source/Tutorials/.ipynb_checkpoints/Image-checkpoint.ipynb
deleted file mode 100644
index 8042fc7..0000000
--- a/doc/source/Tutorials/.ipynb_checkpoints/Image-checkpoint.ipynb
+++ /dev/null
@@ -1,1841 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Image processing performance optimisation\n",
- "\n",
- "The idea of this tutorial is to give some suggestion how optimise image processing.\n",
- "In the following example we decompress a CBF image from a Pilatus 6M, take the log-scale and calculate the histogram of pixel intensities before plotting. \n",
- "This very simple operation takes >300ms, what makes it unpractical for live display of images coming from a detector. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Populating the interactive namespace from numpy and matplotlib\n"
- ]
- }
- ],
- "source": [
- "%pylab nbagg"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Using silx version 0.8.0-dev0\n",
- "filename powder_200_2_0001.cbf\n"
- ]
- },
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "/media/data_unused/tvincent/venvs/py3env/lib/python3.4/importlib/_bootstrap.py:321: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.\n",
- " return f(*args, **kwds)\n"
- ]
- }
- ],
- "source": [
- "import time, os\n",
- "start_time = time.time()\n",
- "import silx\n",
- "print(\"Using silx version \",silx.version)\n",
- "from silx.resources import ExternalResources\n",
- "downloader = ExternalResources(\"pyFAI\", \"http://www.silx.org/pub/pyFAI/testimages\", \"PYFAI_DATA\")\n",
- "fname = downloader.getfile(\"powder_200_2_0001.cbf\")\n",
- "print(\"filename\", os.path.basename(fname))\n",
- "import fabio\n",
- "nbins = 1000"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "CPU times: user 380 ms, sys: 40 ms, total: 420 ms\n",
- "Wall time: 420 ms\n"
- ]
- }
- ],
- "source": [
- "%%time\n",
- "\n",
- "#Display an image and the histogram of values (in log scale)\n",
- "img = fabio.open(fname).data\n",
- "log_img = numpy.arcsinh(img) # arcsinh is well behaved log-like function\n",
- "his, edges = numpy.histogram(log_img, nbins)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "application/javascript": [
- "/* Put everything inside the global mpl namespace */\n",
- "window.mpl = {};\n",
- "\n",
- "mpl.get_websocket_type = function() {\n",
- " if (typeof(WebSocket) !== 'undefined') {\n",
- " return WebSocket;\n",
- " } else if (typeof(MozWebSocket) !== 'undefined') {\n",
- " return MozWebSocket;\n",
- " } else {\n",
- " alert('Your browser does not have WebSocket support.' +\n",
- " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
- " 'Firefox 4 and 5 are also supported but you ' +\n",
- " 'have to enable WebSockets in about:config.');\n",
- " };\n",
- "}\n",
- "\n",
- "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
- " this.id = figure_id;\n",
- "\n",
- " this.ws = websocket;\n",
- "\n",
- " this.supports_binary = (this.ws.binaryType != undefined);\n",
- "\n",
- " if (!this.supports_binary) {\n",
- " var warnings = document.getElementById(\"mpl-warnings\");\n",
- " if (warnings) {\n",
- " warnings.style.display = 'block';\n",
- " warnings.textContent = (\n",
- " \"This browser does not support binary websocket messages. \" +\n",
- " \"Performance may be slow.\");\n",
- " }\n",
- " }\n",
- "\n",
- " this.imageObj = new Image();\n",
- "\n",
- " this.context = undefined;\n",
- " this.message = undefined;\n",
- " this.canvas = undefined;\n",
- " this.rubberband_canvas = undefined;\n",
- " this.rubberband_context = undefined;\n",
- " this.format_dropdown = undefined;\n",
- "\n",
- " this.image_mode = 'full';\n",
- "\n",
- " this.root = $('<div/>');\n",
- " this._root_extra_style(this.root)\n",
- " this.root.attr('style', 'display: inline-block');\n",
- "\n",
- " $(parent_element).append(this.root);\n",
- "\n",
- " this._init_header(this);\n",
- " this._init_canvas(this);\n",
- " this._init_toolbar(this);\n",
- "\n",
- " var fig = this;\n",
- "\n",
- " this.waiting = false;\n",
- "\n",
- " this.ws.onopen = function () {\n",
- " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
- " fig.send_message(\"send_image_mode\", {});\n",
- " fig.send_message(\"refresh\", {});\n",
- " }\n",
- "\n",
- " this.imageObj.onload = function() {\n",
- " if (fig.image_mode == 'full') {\n",
- " // Full images could contain transparency (where diff images\n",
- " // almost always do), so we need to clear the canvas so that\n",
- " // there is no ghosting.\n",
- " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
- " }\n",
- " fig.context.drawImage(fig.imageObj, 0, 0);\n",
- " };\n",
- "\n",
- " this.imageObj.onunload = function() {\n",
- " this.ws.close();\n",
- " }\n",
- "\n",
- " this.ws.onmessage = this._make_on_message_function(this);\n",
- "\n",
- " this.ondownload = ondownload;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_header = function() {\n",
- " var titlebar = $(\n",
- " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
- " 'ui-helper-clearfix\"/>');\n",
- " var titletext = $(\n",
- " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
- " 'text-align: center; padding: 3px;\"/>');\n",
- " titlebar.append(titletext)\n",
- " this.root.append(titlebar);\n",
- " this.header = titletext[0];\n",
- "}\n",
- "\n",
- "\n",
- "\n",
- "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
- "\n",
- "}\n",
- "\n",
- "\n",
- "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
- "\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_canvas = function() {\n",
- " var fig = this;\n",
- "\n",
- " var canvas_div = $('<div/>');\n",
- "\n",
- " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
- "\n",
- " function canvas_keyboard_event(event) {\n",
- " return fig.key_event(event, event['data']);\n",
- " }\n",
- "\n",
- " canvas_div.keydown('key_press', canvas_keyboard_event);\n",
- " canvas_div.keyup('key_release', canvas_keyboard_event);\n",
- " this.canvas_div = canvas_div\n",
- " this._canvas_extra_style(canvas_div)\n",
- " this.root.append(canvas_div);\n",
- "\n",
- " var canvas = $('<canvas/>');\n",
- " canvas.addClass('mpl-canvas');\n",
- " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
- "\n",
- " this.canvas = canvas[0];\n",
- " this.context = canvas[0].getContext(\"2d\");\n",
- "\n",
- " var rubberband = $('<canvas/>');\n",
- " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
- "\n",
- " var pass_mouse_events = true;\n",
- "\n",
- " canvas_div.resizable({\n",
- " start: function(event, ui) {\n",
- " pass_mouse_events = false;\n",
- " },\n",
- " resize: function(event, ui) {\n",
- " fig.request_resize(ui.size.width, ui.size.height);\n",
- " },\n",
- " stop: function(event, ui) {\n",
- " pass_mouse_events = true;\n",
- " fig.request_resize(ui.size.width, ui.size.height);\n",
- " },\n",
- " });\n",
- "\n",
- " function mouse_event_fn(event) {\n",
- " if (pass_mouse_events)\n",
- " return fig.mouse_event(event, event['data']);\n",
- " }\n",
- "\n",
- " rubberband.mousedown('button_press', mouse_event_fn);\n",
- " rubberband.mouseup('button_release', mouse_event_fn);\n",
- " // Throttle sequential mouse events to 1 every 20ms.\n",
- " rubberband.mousemove('motion_notify', mouse_event_fn);\n",
- "\n",
- " rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
- " rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
- "\n",
- " canvas_div.on(\"wheel\", function (event) {\n",
- " event = event.originalEvent;\n",
- " event['data'] = 'scroll'\n",
- " if (event.deltaY < 0) {\n",
- " event.step = 1;\n",
- " } else {\n",
- " event.step = -1;\n",
- " }\n",
- " mouse_event_fn(event);\n",
- " });\n",
- "\n",
- " canvas_div.append(canvas);\n",
- " canvas_div.append(rubberband);\n",
- "\n",
- " this.rubberband = rubberband;\n",
- " this.rubberband_canvas = rubberband[0];\n",
- " this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
- " this.rubberband_context.strokeStyle = \"#000000\";\n",
- "\n",
- " this._resize_canvas = function(width, height) {\n",
- " // Keep the size of the canvas, canvas container, and rubber band\n",
- " // canvas in synch.\n",
- " canvas_div.css('width', width)\n",
- " canvas_div.css('height', height)\n",
- "\n",
- " canvas.attr('width', width);\n",
- " canvas.attr('height', height);\n",
- "\n",
- " rubberband.attr('width', width);\n",
- " rubberband.attr('height', height);\n",
- " }\n",
- "\n",
- " // Set the figure to an initial 600x600px, this will subsequently be updated\n",
- " // upon first draw.\n",
- " this._resize_canvas(600, 600);\n",
- "\n",
- " // Disable right mouse context menu.\n",
- " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
- " return false;\n",
- " });\n",
- "\n",
- " function set_focus () {\n",
- " canvas.focus();\n",
- " canvas_div.focus();\n",
- " }\n",
- "\n",
- " window.setTimeout(set_focus, 100);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_toolbar = function() {\n",
- " var fig = this;\n",
- "\n",
- " var nav_element = $('<div/>')\n",
- " nav_element.attr('style', 'width: 100%');\n",
- " this.root.append(nav_element);\n",
- "\n",
- " // Define a callback function for later on.\n",
- " function toolbar_event(event) {\n",
- " return fig.toolbar_button_onclick(event['data']);\n",
- " }\n",
- " function toolbar_mouse_event(event) {\n",
- " return fig.toolbar_button_onmouseover(event['data']);\n",
- " }\n",
- "\n",
- " for(var toolbar_ind in mpl.toolbar_items) {\n",
- " var name = mpl.toolbar_items[toolbar_ind][0];\n",
- " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
- " var image = mpl.toolbar_items[toolbar_ind][2];\n",
- " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
- "\n",
- " if (!name) {\n",
- " // put a spacer in here.\n",
- " continue;\n",
- " }\n",
- " var button = $('<button/>');\n",
- " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
- " 'ui-button-icon-only');\n",
- " button.attr('role', 'button');\n",
- " button.attr('aria-disabled', 'false');\n",
- " button.click(method_name, toolbar_event);\n",
- " button.mouseover(tooltip, toolbar_mouse_event);\n",
- "\n",
- " var icon_img = $('<span/>');\n",
- " icon_img.addClass('ui-button-icon-primary ui-icon');\n",
- " icon_img.addClass(image);\n",
- " icon_img.addClass('ui-corner-all');\n",
- "\n",
- " var tooltip_span = $('<span/>');\n",
- " tooltip_span.addClass('ui-button-text');\n",
- " tooltip_span.html(tooltip);\n",
- "\n",
- " button.append(icon_img);\n",
- " button.append(tooltip_span);\n",
- "\n",
- " nav_element.append(button);\n",
- " }\n",
- "\n",
- " var fmt_picker_span = $('<span/>');\n",
- "\n",
- " var fmt_picker = $('<select/>');\n",
- " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
- " fmt_picker_span.append(fmt_picker);\n",
- " nav_element.append(fmt_picker_span);\n",
- " this.format_dropdown = fmt_picker[0];\n",
- "\n",
- " for (var ind in mpl.extensions) {\n",
- " var fmt = mpl.extensions[ind];\n",
- " var option = $(\n",
- " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
- " fmt_picker.append(option)\n",
- " }\n",
- "\n",
- " // Add hover states to the ui-buttons\n",
- " $( \".ui-button\" ).hover(\n",
- " function() { $(this).addClass(\"ui-state-hover\");},\n",
- " function() { $(this).removeClass(\"ui-state-hover\");}\n",
- " );\n",
- "\n",
- " var status_bar = $('<span class=\"mpl-message\"/>');\n",
- " nav_element.append(status_bar);\n",
- " this.message = status_bar[0];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
- " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
- " // which will in turn request a refresh of the image.\n",
- " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.send_message = function(type, properties) {\n",
- " properties['type'] = type;\n",
- " properties['figure_id'] = this.id;\n",
- " this.ws.send(JSON.stringify(properties));\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.send_draw_message = function() {\n",
- " if (!this.waiting) {\n",
- " this.waiting = true;\n",
- " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
- " }\n",
- "}\n",
- "\n",
- "\n",
- "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
- " var format_dropdown = fig.format_dropdown;\n",
- " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
- " fig.ondownload(fig, format);\n",
- "}\n",
- "\n",
- "\n",
- "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
- " var size = msg['size'];\n",
- " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
- " fig._resize_canvas(size[0], size[1]);\n",
- " fig.send_message(\"refresh\", {});\n",
- " };\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
- " var x0 = msg['x0'];\n",
- " var y0 = fig.canvas.height - msg['y0'];\n",
- " var x1 = msg['x1'];\n",
- " var y1 = fig.canvas.height - msg['y1'];\n",
- " x0 = Math.floor(x0) + 0.5;\n",
- " y0 = Math.floor(y0) + 0.5;\n",
- " x1 = Math.floor(x1) + 0.5;\n",
- " y1 = Math.floor(y1) + 0.5;\n",
- " var min_x = Math.min(x0, x1);\n",
- " var min_y = Math.min(y0, y1);\n",
- " var width = Math.abs(x1 - x0);\n",
- " var height = Math.abs(y1 - y0);\n",
- "\n",
- " fig.rubberband_context.clearRect(\n",
- " 0, 0, fig.canvas.width, fig.canvas.height);\n",
- "\n",
- " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
- " // Updates the figure title.\n",
- " fig.header.textContent = msg['label'];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
- " var cursor = msg['cursor'];\n",
- " switch(cursor)\n",
- " {\n",
- " case 0:\n",
- " cursor = 'pointer';\n",
- " break;\n",
- " case 1:\n",
- " cursor = 'default';\n",
- " break;\n",
- " case 2:\n",
- " cursor = 'crosshair';\n",
- " break;\n",
- " case 3:\n",
- " cursor = 'move';\n",
- " break;\n",
- " }\n",
- " fig.rubberband_canvas.style.cursor = cursor;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
- " fig.message.textContent = msg['message'];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
- " // Request the server to send over a new figure.\n",
- " fig.send_draw_message();\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
- " fig.image_mode = msg['mode'];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.updated_canvas_event = function() {\n",
- " // Called whenever the canvas gets updated.\n",
- " this.send_message(\"ack\", {});\n",
- "}\n",
- "\n",
- "// A function to construct a web socket function for onmessage handling.\n",
- "// Called in the figure constructor.\n",
- "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
- " return function socket_on_message(evt) {\n",
- " if (evt.data instanceof Blob) {\n",
- " /* FIXME: We get \"Resource interpreted as Image but\n",
- " * transferred with MIME type text/plain:\" errors on\n",
- " * Chrome. But how to set the MIME type? It doesn't seem\n",
- " * to be part of the websocket stream */\n",
- " evt.data.type = \"image/png\";\n",
- "\n",
- " /* Free the memory for the previous frames */\n",
- " if (fig.imageObj.src) {\n",
- " (window.URL || window.webkitURL).revokeObjectURL(\n",
- " fig.imageObj.src);\n",
- " }\n",
- "\n",
- " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
- " evt.data);\n",
- " fig.updated_canvas_event();\n",
- " fig.waiting = false;\n",
- " return;\n",
- " }\n",
- " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
- " fig.imageObj.src = evt.data;\n",
- " fig.updated_canvas_event();\n",
- " fig.waiting = false;\n",
- " return;\n",
- " }\n",
- "\n",
- " var msg = JSON.parse(evt.data);\n",
- " var msg_type = msg['type'];\n",
- "\n",
- " // Call the \"handle_{type}\" callback, which takes\n",
- " // the figure and JSON message as its only arguments.\n",
- " try {\n",
- " var callback = fig[\"handle_\" + msg_type];\n",
- " } catch (e) {\n",
- " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
- " return;\n",
- " }\n",
- "\n",
- " if (callback) {\n",
- " try {\n",
- " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
- " callback(fig, msg);\n",
- " } catch (e) {\n",
- " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
- " }\n",
- " }\n",
- " };\n",
- "}\n",
- "\n",
- "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
- "mpl.findpos = function(e) {\n",
- " //this section is from http://www.quirksmode.org/js/events_properties.html\n",
- " var targ;\n",
- " if (!e)\n",
- " e = window.event;\n",
- " if (e.target)\n",
- " targ = e.target;\n",
- " else if (e.srcElement)\n",
- " targ = e.srcElement;\n",
- " if (targ.nodeType == 3) // defeat Safari bug\n",
- " targ = targ.parentNode;\n",
- "\n",
- " // jQuery normalizes the pageX and pageY\n",
- " // pageX,Y are the mouse positions relative to the document\n",
- " // offset() returns the position of the element relative to the document\n",
- " var x = e.pageX - $(targ).offset().left;\n",
- " var y = e.pageY - $(targ).offset().top;\n",
- "\n",
- " return {\"x\": x, \"y\": y};\n",
- "};\n",
- "\n",
- "/*\n",
- " * return a copy of an object with only non-object keys\n",
- " * we need this to avoid circular references\n",
- " * http://stackoverflow.com/a/24161582/3208463\n",
- " */\n",
- "function simpleKeys (original) {\n",
- " return Object.keys(original).reduce(function (obj, key) {\n",
- " if (typeof original[key] !== 'object')\n",
- " obj[key] = original[key]\n",
- " return obj;\n",
- " }, {});\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.mouse_event = function(event, name) {\n",
- " var canvas_pos = mpl.findpos(event)\n",
- "\n",
- " if (name === 'button_press')\n",
- " {\n",
- " this.canvas.focus();\n",
- " this.canvas_div.focus();\n",
- " }\n",
- "\n",
- " var x = canvas_pos.x;\n",
- " var y = canvas_pos.y;\n",
- "\n",
- " this.send_message(name, {x: x, y: y, button: event.button,\n",
- " step: event.step,\n",
- " guiEvent: simpleKeys(event)});\n",
- "\n",
- " /* This prevents the web browser from automatically changing to\n",
- " * the text insertion cursor when the button is pressed. We want\n",
- " * to control all of the cursor setting manually through the\n",
- " * 'cursor' event from matplotlib */\n",
- " event.preventDefault();\n",
- " return false;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
- " // Handle any extra behaviour associated with a key event\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.key_event = function(event, name) {\n",
- "\n",
- " // Prevent repeat events\n",
- " if (name == 'key_press')\n",
- " {\n",
- " if (event.which === this._key)\n",
- " return;\n",
- " else\n",
- " this._key = event.which;\n",
- " }\n",
- " if (name == 'key_release')\n",
- " this._key = null;\n",
- "\n",
- " var value = '';\n",
- " if (event.ctrlKey && event.which != 17)\n",
- " value += \"ctrl+\";\n",
- " if (event.altKey && event.which != 18)\n",
- " value += \"alt+\";\n",
- " if (event.shiftKey && event.which != 16)\n",
- " value += \"shift+\";\n",
- "\n",
- " value += 'k';\n",
- " value += event.which.toString();\n",
- "\n",
- " this._key_event_extra(event, name);\n",
- "\n",
- " this.send_message(name, {key: value,\n",
- " guiEvent: simpleKeys(event)});\n",
- " return false;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
- " if (name == 'download') {\n",
- " this.handle_save(this, null);\n",
- " } else {\n",
- " this.send_message(\"toolbar_button\", {name: name});\n",
- " }\n",
- "};\n",
- "\n",
- "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
- " this.message.textContent = tooltip;\n",
- "};\n",
- "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
- "\n",
- "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
- "\n",
- "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
- " // Create a \"websocket\"-like object which calls the given IPython comm\n",
- " // object with the appropriate methods. Currently this is a non binary\n",
- " // socket, so there is still some room for performance tuning.\n",
- " var ws = {};\n",
- "\n",
- " ws.close = function() {\n",
- " comm.close()\n",
- " };\n",
- " ws.send = function(m) {\n",
- " //console.log('sending', m);\n",
- " comm.send(m);\n",
- " };\n",
- " // Register the callback with on_msg.\n",
- " comm.on_msg(function(msg) {\n",
- " //console.log('receiving', msg['content']['data'], msg);\n",
- " // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
- " ws.onmessage(msg['content']['data'])\n",
- " });\n",
- " return ws;\n",
- "}\n",
- "\n",
- "mpl.mpl_figure_comm = function(comm, msg) {\n",
- " // This is the function which gets called when the mpl process\n",
- " // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
- "\n",
- " var id = msg.content.data.id;\n",
- " // Get hold of the div created by the display call when the Comm\n",
- " // socket was opened in Python.\n",
- " var element = $(\"#\" + id);\n",
- " var ws_proxy = comm_websocket_adapter(comm)\n",
- "\n",
- " function ondownload(figure, format) {\n",
- " window.open(figure.imageObj.src);\n",
- " }\n",
- "\n",
- " var fig = new mpl.figure(id, ws_proxy,\n",
- " ondownload,\n",
- " element.get(0));\n",
- "\n",
- " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
- " // web socket which is closed, not our websocket->open comm proxy.\n",
- " ws_proxy.onopen();\n",
- "\n",
- " fig.parent_element = element.get(0);\n",
- " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
- " if (!fig.cell_info) {\n",
- " console.error(\"Failed to find cell for figure\", id, fig);\n",
- " return;\n",
- " }\n",
- "\n",
- " var output_index = fig.cell_info[2]\n",
- " var cell = fig.cell_info[0];\n",
- "\n",
- "};\n",
- "\n",
- "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
- " fig.root.unbind('remove')\n",
- "\n",
- " // Update the output cell to use the data from the current canvas.\n",
- " fig.push_to_output();\n",
- " var dataURL = fig.canvas.toDataURL();\n",
- " // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
- " // the notebook keyboard shortcuts fail.\n",
- " IPython.keyboard_manager.enable()\n",
- " $(fig.parent_element).html('<img src=\"' + dataURL + '\">');\n",
- " fig.close_ws(fig, msg);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.close_ws = function(fig, msg){\n",
- " fig.send_message('closing', msg);\n",
- " // fig.ws.close()\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
- " // Turn the data on the canvas into data in the output cell.\n",
- " var dataURL = this.canvas.toDataURL();\n",
- " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\">';\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.updated_canvas_event = function() {\n",
- " // Tell IPython that the notebook contents must change.\n",
- " IPython.notebook.set_dirty(true);\n",
- " this.send_message(\"ack\", {});\n",
- " var fig = this;\n",
- " // Wait a second, then push the new image to the DOM so\n",
- " // that it is saved nicely (might be nice to debounce this).\n",
- " setTimeout(function () { fig.push_to_output() }, 1000);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_toolbar = function() {\n",
- " var fig = this;\n",
- "\n",
- " var nav_element = $('<div/>')\n",
- " nav_element.attr('style', 'width: 100%');\n",
- " this.root.append(nav_element);\n",
- "\n",
- " // Define a callback function for later on.\n",
- " function toolbar_event(event) {\n",
- " return fig.toolbar_button_onclick(event['data']);\n",
- " }\n",
- " function toolbar_mouse_event(event) {\n",
- " return fig.toolbar_button_onmouseover(event['data']);\n",
- " }\n",
- "\n",
- " for(var toolbar_ind in mpl.toolbar_items){\n",
- " var name = mpl.toolbar_items[toolbar_ind][0];\n",
- " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
- " var image = mpl.toolbar_items[toolbar_ind][2];\n",
- " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
- "\n",
- " if (!name) { continue; };\n",
- "\n",
- " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
- " button.click(method_name, toolbar_event);\n",
- " button.mouseover(tooltip, toolbar_mouse_event);\n",
- " nav_element.append(button);\n",
- " }\n",
- "\n",
- " // Add the status bar.\n",
- " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
- " nav_element.append(status_bar);\n",
- " this.message = status_bar[0];\n",
- "\n",
- " // Add the close button to the window.\n",
- " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
- " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
- " button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
- " button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
- " buttongrp.append(button);\n",
- " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
- " titlebar.prepend(buttongrp);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._root_extra_style = function(el){\n",
- " var fig = this\n",
- " el.on(\"remove\", function(){\n",
- "\tfig.close_ws(fig, {});\n",
- " });\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._canvas_extra_style = function(el){\n",
- " // this is important to make the div 'focusable\n",
- " el.attr('tabindex', 0)\n",
- " // reach out to IPython and tell the keyboard manager to turn it's self\n",
- " // off when our div gets focus\n",
- "\n",
- " // location in version 3\n",
- " if (IPython.notebook.keyboard_manager) {\n",
- " IPython.notebook.keyboard_manager.register_events(el);\n",
- " }\n",
- " else {\n",
- " // location in version 2\n",
- " IPython.keyboard_manager.register_events(el);\n",
- " }\n",
- "\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
- " var manager = IPython.notebook.keyboard_manager;\n",
- " if (!manager)\n",
- " manager = IPython.keyboard_manager;\n",
- "\n",
- " // Check for shift+enter\n",
- " if (event.shiftKey && event.which == 13) {\n",
- " this.canvas_div.blur();\n",
- " event.shiftKey = false;\n",
- " // Send a \"J\" for go to next cell\n",
- " event.which = 74;\n",
- " event.keyCode = 74;\n",
- " manager.command_mode();\n",
- " manager.handle_keydown(event);\n",
- " }\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
- " fig.ondownload(fig, null);\n",
- "}\n",
- "\n",
- "\n",
- "mpl.find_output_cell = function(html_output) {\n",
- " // Return the cell and output element which can be found *uniquely* in the notebook.\n",
- " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
- " // IPython event is triggered only after the cells have been serialised, which for\n",
- " // our purposes (turning an active figure into a static one), is too late.\n",
- " var cells = IPython.notebook.get_cells();\n",
- " var ncells = cells.length;\n",
- " for (var i=0; i<ncells; i++) {\n",
- " var cell = cells[i];\n",
- " if (cell.cell_type === 'code'){\n",
- " for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
- " var data = cell.output_area.outputs[j];\n",
- " if (data.data) {\n",
- " // IPython >= 3 moved mimebundle to data attribute of output\n",
- " data = data.data;\n",
- " }\n",
- " if (data['text/html'] == html_output) {\n",
- " return [cell, data, j];\n",
- " }\n",
- " }\n",
- " }\n",
- " }\n",
- "}\n",
- "\n",
- "// Register the function which deals with the matplotlib target/channel.\n",
- "// The kernel may be null if the page has been refreshed.\n",
- "if (IPython.notebook.kernel != null) {\n",
- " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
- "}\n"
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\">"
- ],
- "text/plain": [
- "<IPython.core.display.HTML object>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "text/plain": [
- "[<matplotlib.lines.Line2D at 0x7f57a47b0588>]"
- ]
- },
- "execution_count": 4,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "fig, ax = subplots(1,2,)\n",
- "center = (edges[1:] + edges[:-1])/2.0 # this is the center of the bins \n",
- "ax[1].imshow(log_img, cmap=\"inferno\")\n",
- "ax[0].plot(center,his)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Optimised GPU code\n",
- "\n",
- "The code below prepares a GPU to be able to perform the same calculation as in the previous example.\n",
- "\n",
- "3 operations have to be carried out:\n",
- "\n",
- "* Decompress the CBF image\n",
- "* Calculate the log scale (arcsinh values)\n",
- "* Calculate the histogram\n",
- "\n",
- "Both can be performed on the GPU without additional memory transfer"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "metadata": {},
- "outputs": [],
- "source": [
- "#switch this to \"CPU\" to have a fail safe \n",
- "devicetype = \"GPU\"\n",
- "from silx.opencl.codec.byte_offset import ByteOffset\n",
- "from silx.opencl.image import ImageProcessing\n",
- "import pyopencl, pyopencl.array, pyopencl.elementwise\n",
- "cbf = fabio.cbfimage.CbfImage()\n",
- "bo = ByteOffset(os.path.getsize(fname), img.size, devicetype=devicetype)\n",
- "ash = pyopencl.elementwise.ElementwiseKernel(bo.ctx, \n",
- " arguments=\"float* data, float* res\", \n",
- " operation=\"res[i] = asinh(data[i])\", \n",
- " name='arcsinh_kernel')\n",
- "ip = ImageProcessing(template=img, ctx=bo.ctx)\n",
- "res = pyopencl.array.empty(bo.queue, img.shape, dtype=float32)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "CPU times: user 432 ms, sys: 36 ms, total: 468 ms\n",
- "Wall time: 486 ms\n"
- ]
- }
- ],
- "source": [
- "%%time \n",
- "raw = cbf.read(fname, only_raw=True)\n",
- "dec = bo(raw, as_float=True)\n",
- "ash(dec, res)\n",
- "his, edges = ip.histogram(res, nbins, copy=False)\n",
- "log_img = res.get()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 7,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "application/javascript": [
- "/* Put everything inside the global mpl namespace */\n",
- "window.mpl = {};\n",
- "\n",
- "mpl.get_websocket_type = function() {\n",
- " if (typeof(WebSocket) !== 'undefined') {\n",
- " return WebSocket;\n",
- " } else if (typeof(MozWebSocket) !== 'undefined') {\n",
- " return MozWebSocket;\n",
- " } else {\n",
- " alert('Your browser does not have WebSocket support.' +\n",
- " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
- " 'Firefox 4 and 5 are also supported but you ' +\n",
- " 'have to enable WebSockets in about:config.');\n",
- " };\n",
- "}\n",
- "\n",
- "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
- " this.id = figure_id;\n",
- "\n",
- " this.ws = websocket;\n",
- "\n",
- " this.supports_binary = (this.ws.binaryType != undefined);\n",
- "\n",
- " if (!this.supports_binary) {\n",
- " var warnings = document.getElementById(\"mpl-warnings\");\n",
- " if (warnings) {\n",
- " warnings.style.display = 'block';\n",
- " warnings.textContent = (\n",
- " \"This browser does not support binary websocket messages. \" +\n",
- " \"Performance may be slow.\");\n",
- " }\n",
- " }\n",
- "\n",
- " this.imageObj = new Image();\n",
- "\n",
- " this.context = undefined;\n",
- " this.message = undefined;\n",
- " this.canvas = undefined;\n",
- " this.rubberband_canvas = undefined;\n",
- " this.rubberband_context = undefined;\n",
- " this.format_dropdown = undefined;\n",
- "\n",
- " this.image_mode = 'full';\n",
- "\n",
- " this.root = $('<div/>');\n",
- " this._root_extra_style(this.root)\n",
- " this.root.attr('style', 'display: inline-block');\n",
- "\n",
- " $(parent_element).append(this.root);\n",
- "\n",
- " this._init_header(this);\n",
- " this._init_canvas(this);\n",
- " this._init_toolbar(this);\n",
- "\n",
- " var fig = this;\n",
- "\n",
- " this.waiting = false;\n",
- "\n",
- " this.ws.onopen = function () {\n",
- " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
- " fig.send_message(\"send_image_mode\", {});\n",
- " fig.send_message(\"refresh\", {});\n",
- " }\n",
- "\n",
- " this.imageObj.onload = function() {\n",
- " if (fig.image_mode == 'full') {\n",
- " // Full images could contain transparency (where diff images\n",
- " // almost always do), so we need to clear the canvas so that\n",
- " // there is no ghosting.\n",
- " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
- " }\n",
- " fig.context.drawImage(fig.imageObj, 0, 0);\n",
- " };\n",
- "\n",
- " this.imageObj.onunload = function() {\n",
- " this.ws.close();\n",
- " }\n",
- "\n",
- " this.ws.onmessage = this._make_on_message_function(this);\n",
- "\n",
- " this.ondownload = ondownload;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_header = function() {\n",
- " var titlebar = $(\n",
- " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
- " 'ui-helper-clearfix\"/>');\n",
- " var titletext = $(\n",
- " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
- " 'text-align: center; padding: 3px;\"/>');\n",
- " titlebar.append(titletext)\n",
- " this.root.append(titlebar);\n",
- " this.header = titletext[0];\n",
- "}\n",
- "\n",
- "\n",
- "\n",
- "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
- "\n",
- "}\n",
- "\n",
- "\n",
- "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
- "\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_canvas = function() {\n",
- " var fig = this;\n",
- "\n",
- " var canvas_div = $('<div/>');\n",
- "\n",
- " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
- "\n",
- " function canvas_keyboard_event(event) {\n",
- " return fig.key_event(event, event['data']);\n",
- " }\n",
- "\n",
- " canvas_div.keydown('key_press', canvas_keyboard_event);\n",
- " canvas_div.keyup('key_release', canvas_keyboard_event);\n",
- " this.canvas_div = canvas_div\n",
- " this._canvas_extra_style(canvas_div)\n",
- " this.root.append(canvas_div);\n",
- "\n",
- " var canvas = $('<canvas/>');\n",
- " canvas.addClass('mpl-canvas');\n",
- " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
- "\n",
- " this.canvas = canvas[0];\n",
- " this.context = canvas[0].getContext(\"2d\");\n",
- "\n",
- " var rubberband = $('<canvas/>');\n",
- " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
- "\n",
- " var pass_mouse_events = true;\n",
- "\n",
- " canvas_div.resizable({\n",
- " start: function(event, ui) {\n",
- " pass_mouse_events = false;\n",
- " },\n",
- " resize: function(event, ui) {\n",
- " fig.request_resize(ui.size.width, ui.size.height);\n",
- " },\n",
- " stop: function(event, ui) {\n",
- " pass_mouse_events = true;\n",
- " fig.request_resize(ui.size.width, ui.size.height);\n",
- " },\n",
- " });\n",
- "\n",
- " function mouse_event_fn(event) {\n",
- " if (pass_mouse_events)\n",
- " return fig.mouse_event(event, event['data']);\n",
- " }\n",
- "\n",
- " rubberband.mousedown('button_press', mouse_event_fn);\n",
- " rubberband.mouseup('button_release', mouse_event_fn);\n",
- " // Throttle sequential mouse events to 1 every 20ms.\n",
- " rubberband.mousemove('motion_notify', mouse_event_fn);\n",
- "\n",
- " rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
- " rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
- "\n",
- " canvas_div.on(\"wheel\", function (event) {\n",
- " event = event.originalEvent;\n",
- " event['data'] = 'scroll'\n",
- " if (event.deltaY < 0) {\n",
- " event.step = 1;\n",
- " } else {\n",
- " event.step = -1;\n",
- " }\n",
- " mouse_event_fn(event);\n",
- " });\n",
- "\n",
- " canvas_div.append(canvas);\n",
- " canvas_div.append(rubberband);\n",
- "\n",
- " this.rubberband = rubberband;\n",
- " this.rubberband_canvas = rubberband[0];\n",
- " this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
- " this.rubberband_context.strokeStyle = \"#000000\";\n",
- "\n",
- " this._resize_canvas = function(width, height) {\n",
- " // Keep the size of the canvas, canvas container, and rubber band\n",
- " // canvas in synch.\n",
- " canvas_div.css('width', width)\n",
- " canvas_div.css('height', height)\n",
- "\n",
- " canvas.attr('width', width);\n",
- " canvas.attr('height', height);\n",
- "\n",
- " rubberband.attr('width', width);\n",
- " rubberband.attr('height', height);\n",
- " }\n",
- "\n",
- " // Set the figure to an initial 600x600px, this will subsequently be updated\n",
- " // upon first draw.\n",
- " this._resize_canvas(600, 600);\n",
- "\n",
- " // Disable right mouse context menu.\n",
- " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
- " return false;\n",
- " });\n",
- "\n",
- " function set_focus () {\n",
- " canvas.focus();\n",
- " canvas_div.focus();\n",
- " }\n",
- "\n",
- " window.setTimeout(set_focus, 100);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_toolbar = function() {\n",
- " var fig = this;\n",
- "\n",
- " var nav_element = $('<div/>')\n",
- " nav_element.attr('style', 'width: 100%');\n",
- " this.root.append(nav_element);\n",
- "\n",
- " // Define a callback function for later on.\n",
- " function toolbar_event(event) {\n",
- " return fig.toolbar_button_onclick(event['data']);\n",
- " }\n",
- " function toolbar_mouse_event(event) {\n",
- " return fig.toolbar_button_onmouseover(event['data']);\n",
- " }\n",
- "\n",
- " for(var toolbar_ind in mpl.toolbar_items) {\n",
- " var name = mpl.toolbar_items[toolbar_ind][0];\n",
- " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
- " var image = mpl.toolbar_items[toolbar_ind][2];\n",
- " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
- "\n",
- " if (!name) {\n",
- " // put a spacer in here.\n",
- " continue;\n",
- " }\n",
- " var button = $('<button/>');\n",
- " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
- " 'ui-button-icon-only');\n",
- " button.attr('role', 'button');\n",
- " button.attr('aria-disabled', 'false');\n",
- " button.click(method_name, toolbar_event);\n",
- " button.mouseover(tooltip, toolbar_mouse_event);\n",
- "\n",
- " var icon_img = $('<span/>');\n",
- " icon_img.addClass('ui-button-icon-primary ui-icon');\n",
- " icon_img.addClass(image);\n",
- " icon_img.addClass('ui-corner-all');\n",
- "\n",
- " var tooltip_span = $('<span/>');\n",
- " tooltip_span.addClass('ui-button-text');\n",
- " tooltip_span.html(tooltip);\n",
- "\n",
- " button.append(icon_img);\n",
- " button.append(tooltip_span);\n",
- "\n",
- " nav_element.append(button);\n",
- " }\n",
- "\n",
- " var fmt_picker_span = $('<span/>');\n",
- "\n",
- " var fmt_picker = $('<select/>');\n",
- " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
- " fmt_picker_span.append(fmt_picker);\n",
- " nav_element.append(fmt_picker_span);\n",
- " this.format_dropdown = fmt_picker[0];\n",
- "\n",
- " for (var ind in mpl.extensions) {\n",
- " var fmt = mpl.extensions[ind];\n",
- " var option = $(\n",
- " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
- " fmt_picker.append(option)\n",
- " }\n",
- "\n",
- " // Add hover states to the ui-buttons\n",
- " $( \".ui-button\" ).hover(\n",
- " function() { $(this).addClass(\"ui-state-hover\");},\n",
- " function() { $(this).removeClass(\"ui-state-hover\");}\n",
- " );\n",
- "\n",
- " var status_bar = $('<span class=\"mpl-message\"/>');\n",
- " nav_element.append(status_bar);\n",
- " this.message = status_bar[0];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
- " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
- " // which will in turn request a refresh of the image.\n",
- " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.send_message = function(type, properties) {\n",
- " properties['type'] = type;\n",
- " properties['figure_id'] = this.id;\n",
- " this.ws.send(JSON.stringify(properties));\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.send_draw_message = function() {\n",
- " if (!this.waiting) {\n",
- " this.waiting = true;\n",
- " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
- " }\n",
- "}\n",
- "\n",
- "\n",
- "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
- " var format_dropdown = fig.format_dropdown;\n",
- " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
- " fig.ondownload(fig, format);\n",
- "}\n",
- "\n",
- "\n",
- "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
- " var size = msg['size'];\n",
- " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
- " fig._resize_canvas(size[0], size[1]);\n",
- " fig.send_message(\"refresh\", {});\n",
- " };\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
- " var x0 = msg['x0'];\n",
- " var y0 = fig.canvas.height - msg['y0'];\n",
- " var x1 = msg['x1'];\n",
- " var y1 = fig.canvas.height - msg['y1'];\n",
- " x0 = Math.floor(x0) + 0.5;\n",
- " y0 = Math.floor(y0) + 0.5;\n",
- " x1 = Math.floor(x1) + 0.5;\n",
- " y1 = Math.floor(y1) + 0.5;\n",
- " var min_x = Math.min(x0, x1);\n",
- " var min_y = Math.min(y0, y1);\n",
- " var width = Math.abs(x1 - x0);\n",
- " var height = Math.abs(y1 - y0);\n",
- "\n",
- " fig.rubberband_context.clearRect(\n",
- " 0, 0, fig.canvas.width, fig.canvas.height);\n",
- "\n",
- " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
- " // Updates the figure title.\n",
- " fig.header.textContent = msg['label'];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
- " var cursor = msg['cursor'];\n",
- " switch(cursor)\n",
- " {\n",
- " case 0:\n",
- " cursor = 'pointer';\n",
- " break;\n",
- " case 1:\n",
- " cursor = 'default';\n",
- " break;\n",
- " case 2:\n",
- " cursor = 'crosshair';\n",
- " break;\n",
- " case 3:\n",
- " cursor = 'move';\n",
- " break;\n",
- " }\n",
- " fig.rubberband_canvas.style.cursor = cursor;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
- " fig.message.textContent = msg['message'];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
- " // Request the server to send over a new figure.\n",
- " fig.send_draw_message();\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
- " fig.image_mode = msg['mode'];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.updated_canvas_event = function() {\n",
- " // Called whenever the canvas gets updated.\n",
- " this.send_message(\"ack\", {});\n",
- "}\n",
- "\n",
- "// A function to construct a web socket function for onmessage handling.\n",
- "// Called in the figure constructor.\n",
- "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
- " return function socket_on_message(evt) {\n",
- " if (evt.data instanceof Blob) {\n",
- " /* FIXME: We get \"Resource interpreted as Image but\n",
- " * transferred with MIME type text/plain:\" errors on\n",
- " * Chrome. But how to set the MIME type? It doesn't seem\n",
- " * to be part of the websocket stream */\n",
- " evt.data.type = \"image/png\";\n",
- "\n",
- " /* Free the memory for the previous frames */\n",
- " if (fig.imageObj.src) {\n",
- " (window.URL || window.webkitURL).revokeObjectURL(\n",
- " fig.imageObj.src);\n",
- " }\n",
- "\n",
- " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
- " evt.data);\n",
- " fig.updated_canvas_event();\n",
- " fig.waiting = false;\n",
- " return;\n",
- " }\n",
- " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
- " fig.imageObj.src = evt.data;\n",
- " fig.updated_canvas_event();\n",
- " fig.waiting = false;\n",
- " return;\n",
- " }\n",
- "\n",
- " var msg = JSON.parse(evt.data);\n",
- " var msg_type = msg['type'];\n",
- "\n",
- " // Call the \"handle_{type}\" callback, which takes\n",
- " // the figure and JSON message as its only arguments.\n",
- " try {\n",
- " var callback = fig[\"handle_\" + msg_type];\n",
- " } catch (e) {\n",
- " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
- " return;\n",
- " }\n",
- "\n",
- " if (callback) {\n",
- " try {\n",
- " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
- " callback(fig, msg);\n",
- " } catch (e) {\n",
- " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
- " }\n",
- " }\n",
- " };\n",
- "}\n",
- "\n",
- "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
- "mpl.findpos = function(e) {\n",
- " //this section is from http://www.quirksmode.org/js/events_properties.html\n",
- " var targ;\n",
- " if (!e)\n",
- " e = window.event;\n",
- " if (e.target)\n",
- " targ = e.target;\n",
- " else if (e.srcElement)\n",
- " targ = e.srcElement;\n",
- " if (targ.nodeType == 3) // defeat Safari bug\n",
- " targ = targ.parentNode;\n",
- "\n",
- " // jQuery normalizes the pageX and pageY\n",
- " // pageX,Y are the mouse positions relative to the document\n",
- " // offset() returns the position of the element relative to the document\n",
- " var x = e.pageX - $(targ).offset().left;\n",
- " var y = e.pageY - $(targ).offset().top;\n",
- "\n",
- " return {\"x\": x, \"y\": y};\n",
- "};\n",
- "\n",
- "/*\n",
- " * return a copy of an object with only non-object keys\n",
- " * we need this to avoid circular references\n",
- " * http://stackoverflow.com/a/24161582/3208463\n",
- " */\n",
- "function simpleKeys (original) {\n",
- " return Object.keys(original).reduce(function (obj, key) {\n",
- " if (typeof original[key] !== 'object')\n",
- " obj[key] = original[key]\n",
- " return obj;\n",
- " }, {});\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.mouse_event = function(event, name) {\n",
- " var canvas_pos = mpl.findpos(event)\n",
- "\n",
- " if (name === 'button_press')\n",
- " {\n",
- " this.canvas.focus();\n",
- " this.canvas_div.focus();\n",
- " }\n",
- "\n",
- " var x = canvas_pos.x;\n",
- " var y = canvas_pos.y;\n",
- "\n",
- " this.send_message(name, {x: x, y: y, button: event.button,\n",
- " step: event.step,\n",
- " guiEvent: simpleKeys(event)});\n",
- "\n",
- " /* This prevents the web browser from automatically changing to\n",
- " * the text insertion cursor when the button is pressed. We want\n",
- " * to control all of the cursor setting manually through the\n",
- " * 'cursor' event from matplotlib */\n",
- " event.preventDefault();\n",
- " return false;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
- " // Handle any extra behaviour associated with a key event\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.key_event = function(event, name) {\n",
- "\n",
- " // Prevent repeat events\n",
- " if (name == 'key_press')\n",
- " {\n",
- " if (event.which === this._key)\n",
- " return;\n",
- " else\n",
- " this._key = event.which;\n",
- " }\n",
- " if (name == 'key_release')\n",
- " this._key = null;\n",
- "\n",
- " var value = '';\n",
- " if (event.ctrlKey && event.which != 17)\n",
- " value += \"ctrl+\";\n",
- " if (event.altKey && event.which != 18)\n",
- " value += \"alt+\";\n",
- " if (event.shiftKey && event.which != 16)\n",
- " value += \"shift+\";\n",
- "\n",
- " value += 'k';\n",
- " value += event.which.toString();\n",
- "\n",
- " this._key_event_extra(event, name);\n",
- "\n",
- " this.send_message(name, {key: value,\n",
- " guiEvent: simpleKeys(event)});\n",
- " return false;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
- " if (name == 'download') {\n",
- " this.handle_save(this, null);\n",
- " } else {\n",
- " this.send_message(\"toolbar_button\", {name: name});\n",
- " }\n",
- "};\n",
- "\n",
- "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
- " this.message.textContent = tooltip;\n",
- "};\n",
- "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
- "\n",
- "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
- "\n",
- "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
- " // Create a \"websocket\"-like object which calls the given IPython comm\n",
- " // object with the appropriate methods. Currently this is a non binary\n",
- " // socket, so there is still some room for performance tuning.\n",
- " var ws = {};\n",
- "\n",
- " ws.close = function() {\n",
- " comm.close()\n",
- " };\n",
- " ws.send = function(m) {\n",
- " //console.log('sending', m);\n",
- " comm.send(m);\n",
- " };\n",
- " // Register the callback with on_msg.\n",
- " comm.on_msg(function(msg) {\n",
- " //console.log('receiving', msg['content']['data'], msg);\n",
- " // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
- " ws.onmessage(msg['content']['data'])\n",
- " });\n",
- " return ws;\n",
- "}\n",
- "\n",
- "mpl.mpl_figure_comm = function(comm, msg) {\n",
- " // This is the function which gets called when the mpl process\n",
- " // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
- "\n",
- " var id = msg.content.data.id;\n",
- " // Get hold of the div created by the display call when the Comm\n",
- " // socket was opened in Python.\n",
- " var element = $(\"#\" + id);\n",
- " var ws_proxy = comm_websocket_adapter(comm)\n",
- "\n",
- " function ondownload(figure, format) {\n",
- " window.open(figure.imageObj.src);\n",
- " }\n",
- "\n",
- " var fig = new mpl.figure(id, ws_proxy,\n",
- " ondownload,\n",
- " element.get(0));\n",
- "\n",
- " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
- " // web socket which is closed, not our websocket->open comm proxy.\n",
- " ws_proxy.onopen();\n",
- "\n",
- " fig.parent_element = element.get(0);\n",
- " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
- " if (!fig.cell_info) {\n",
- " console.error(\"Failed to find cell for figure\", id, fig);\n",
- " return;\n",
- " }\n",
- "\n",
- " var output_index = fig.cell_info[2]\n",
- " var cell = fig.cell_info[0];\n",
- "\n",
- "};\n",
- "\n",
- "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
- " fig.root.unbind('remove')\n",
- "\n",
- " // Update the output cell to use the data from the current canvas.\n",
- " fig.push_to_output();\n",
- " var dataURL = fig.canvas.toDataURL();\n",
- " // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
- " // the notebook keyboard shortcuts fail.\n",
- " IPython.keyboard_manager.enable()\n",
- " $(fig.parent_element).html('<img src=\"' + dataURL + '\">');\n",
- " fig.close_ws(fig, msg);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.close_ws = function(fig, msg){\n",
- " fig.send_message('closing', msg);\n",
- " // fig.ws.close()\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
- " // Turn the data on the canvas into data in the output cell.\n",
- " var dataURL = this.canvas.toDataURL();\n",
- " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\">';\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.updated_canvas_event = function() {\n",
- " // Tell IPython that the notebook contents must change.\n",
- " IPython.notebook.set_dirty(true);\n",
- " this.send_message(\"ack\", {});\n",
- " var fig = this;\n",
- " // Wait a second, then push the new image to the DOM so\n",
- " // that it is saved nicely (might be nice to debounce this).\n",
- " setTimeout(function () { fig.push_to_output() }, 1000);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_toolbar = function() {\n",
- " var fig = this;\n",
- "\n",
- " var nav_element = $('<div/>')\n",
- " nav_element.attr('style', 'width: 100%');\n",
- " this.root.append(nav_element);\n",
- "\n",
- " // Define a callback function for later on.\n",
- " function toolbar_event(event) {\n",
- " return fig.toolbar_button_onclick(event['data']);\n",
- " }\n",
- " function toolbar_mouse_event(event) {\n",
- " return fig.toolbar_button_onmouseover(event['data']);\n",
- " }\n",
- "\n",
- " for(var toolbar_ind in mpl.toolbar_items){\n",
- " var name = mpl.toolbar_items[toolbar_ind][0];\n",
- " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
- " var image = mpl.toolbar_items[toolbar_ind][2];\n",
- " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
- "\n",
- " if (!name) { continue; };\n",
- "\n",
- " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
- " button.click(method_name, toolbar_event);\n",
- " button.mouseover(tooltip, toolbar_mouse_event);\n",
- " nav_element.append(button);\n",
- " }\n",
- "\n",
- " // Add the status bar.\n",
- " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
- " nav_element.append(status_bar);\n",
- " this.message = status_bar[0];\n",
- "\n",
- " // Add the close button to the window.\n",
- " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
- " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
- " button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
- " button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
- " buttongrp.append(button);\n",
- " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
- " titlebar.prepend(buttongrp);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._root_extra_style = function(el){\n",
- " var fig = this\n",
- " el.on(\"remove\", function(){\n",
- "\tfig.close_ws(fig, {});\n",
- " });\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._canvas_extra_style = function(el){\n",
- " // this is important to make the div 'focusable\n",
- " el.attr('tabindex', 0)\n",
- " // reach out to IPython and tell the keyboard manager to turn it's self\n",
- " // off when our div gets focus\n",
- "\n",
- " // location in version 3\n",
- " if (IPython.notebook.keyboard_manager) {\n",
- " IPython.notebook.keyboard_manager.register_events(el);\n",
- " }\n",
- " else {\n",
- " // location in version 2\n",
- " IPython.keyboard_manager.register_events(el);\n",
- " }\n",
- "\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
- " var manager = IPython.notebook.keyboard_manager;\n",
- " if (!manager)\n",
- " manager = IPython.keyboard_manager;\n",
- "\n",
- " // Check for shift+enter\n",
- " if (event.shiftKey && event.which == 13) {\n",
- " this.canvas_div.blur();\n",
- " event.shiftKey = false;\n",
- " // Send a \"J\" for go to next cell\n",
- " event.which = 74;\n",
- " event.keyCode = 74;\n",
- " manager.command_mode();\n",
- " manager.handle_keydown(event);\n",
- " }\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
- " fig.ondownload(fig, null);\n",
- "}\n",
- "\n",
- "\n",
- "mpl.find_output_cell = function(html_output) {\n",
- " // Return the cell and output element which can be found *uniquely* in the notebook.\n",
- " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
- " // IPython event is triggered only after the cells have been serialised, which for\n",
- " // our purposes (turning an active figure into a static one), is too late.\n",
- " var cells = IPython.notebook.get_cells();\n",
- " var ncells = cells.length;\n",
- " for (var i=0; i<ncells; i++) {\n",
- " var cell = cells[i];\n",
- " if (cell.cell_type === 'code'){\n",
- " for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
- " var data = cell.output_area.outputs[j];\n",
- " if (data.data) {\n",
- " // IPython >= 3 moved mimebundle to data attribute of output\n",
- " data = data.data;\n",
- " }\n",
- " if (data['text/html'] == html_output) {\n",
- " return [cell, data, j];\n",
- " }\n",
- " }\n",
- " }\n",
- " }\n",
- "}\n",
- "\n",
- "// Register the function which deals with the matplotlib target/channel.\n",
- "// The kernel may be null if the page has been refreshed.\n",
- "if (IPython.notebook.kernel != null) {\n",
- " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
- "}\n"
- ],
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\">"
- ],
- "text/plain": [
- "<IPython.core.display.HTML object>"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "text/plain": [
- "[<matplotlib.lines.Line2D at 0x7f5759b03ef0>]"
- ]
- },
- "execution_count": 7,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "fig, ax = subplots(1,2,)\n",
- "center = (edges[1:] + edges[:-1])/2.0 # this is the center of the bins \n",
- "ax[1].imshow(log_img, cmap=\"inferno\")\n",
- "ax[0].plot(center,his)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "The results are the same and the processing time is 6x faster. Hence, one can envisage realtime visualisation of images coming from detectors.\n",
- "\n",
- "## Investigation of the timings"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 8,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "\n",
- "Profiling info for OpenCL ByteOffset\n",
- " copy raw H -> D:\t1.048ms\n",
- " memset mask:\t0.374ms\n",
- " memset counter:\t0.006ms\n",
- " mark exceptions:\t0.688ms\n",
- " copy counter D -> H:\t0.003ms\n",
- " treat_exceptions:\t0.122ms\n",
- " double scan:\t1.672ms\n",
- " copy_results:\t1.220ms\n",
- "________________________________________________________________________________\n",
- " Total execution time:\t5.132ms\n",
- "\n",
- "Profiling info for OpenCL ImageProcessing\n",
- " copy D->D:\t3.041ms\n",
- " max_min_stage1:\t0.873ms\n",
- " max_min_stage2:\t0.009ms\n",
- " histogram:\t0.775ms\n",
- "________________________________________________________________________________\n",
- " Total execution time:\t4.699ms\n"
- ]
- }
- ],
- "source": [
- "ip.set_profiling(True)\n",
- "bo.set_profiling(True)\n",
- "ip.reset_log()\n",
- "bo.reset_log()\n",
- "raw = cbf.read(fname, only_raw=True)\n",
- "dec = bo(raw, as_float=True)\n",
- "ash(dec, res)\n",
- "his, edges = ip.histogram(res, nbins, copy=False)\n",
- "log_img = res.get()\n",
- "import os\n",
- "print(os.linesep.join(bo.log_profile()))\n",
- "print(os.linesep.join(ip.log_profile()))"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Conclusion\n",
- "This notebook explains how to optimise some heavy numerical processing up to 10x speed-up for realtime image processing using GPU."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
- }
- ],
- "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": "3.4.2"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/doc/source/Tutorials/Sift/.ipynb_checkpoints/sift-checkpoint.ipynb b/doc/source/Tutorials/Sift/.ipynb_checkpoints/sift-checkpoint.ipynb
deleted file mode 100644
index f6544c1..0000000
--- a/doc/source/Tutorials/Sift/.ipynb_checkpoints/sift-checkpoint.ipynb
+++ /dev/null
@@ -1,4248 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# SIFT image alignment tutorial\n",
- "\n",
- "SIFT (Scale-Invariant Feature Transform) is an algorithm developped by David Lowe in 1999. \n",
- "It is a worldwide reference for image alignment and object recognition. \n",
- "The robustness of this method enables to detect features at different scales, angles and illumination of a scene. \n",
- "\n",
- "Silx provides an implementation of SIFT in OpenCL, meaning that it can run on Graphics Processing Units and Central Processing Units as well. \n",
- "Interest points are detected in the image, then data structures called *descriptors* are built to be characteristic of the scene, so that two different images of the same scene have similar descriptors. \n",
- "They are robust to transformations like translation, rotation, rescaling and illumination change, which make SIFT interesting for image stitching. \n",
- "\n",
- "In the fist stage, descriptors are computed from the input images. \n",
- "Then, they are compared to determine the geometric transformation to apply in order to align the images. \n",
- "This implementation can run on most graphic cards and CPU, making it usable on many setups. \n",
- "OpenCL processes are handled from Python with PyOpenCL, a module to access OpenCL parallel computation API.\n",
- "\n",
- "This tutuorial explains the three subsequent steps:\n",
- "\n",
- "* keypoint extraction\n",
- "* Keypoint matching\n",
- "* image alignment\n",
- "\n",
- "All the tutorial has been made using the Jupyter notebook."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Populating the interactive namespace from numpy and matplotlib\n"
- ]
- }
- ],
- "source": [
- "import time\n",
- "start_time = time.time()\n",
- "%pylab nbagg"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Silx version 0.8.0-dev0\n"
- ]
- },
- {
- "data": {
- "application/javascript": [
- "/* Put everything inside the global mpl namespace */\n",
- "window.mpl = {};\n",
- "\n",
- "mpl.get_websocket_type = function() {\n",
- " if (typeof(WebSocket) !== 'undefined') {\n",
- " return WebSocket;\n",
- " } else if (typeof(MozWebSocket) !== 'undefined') {\n",
- " return MozWebSocket;\n",
- " } else {\n",
- " alert('Your browser does not have WebSocket support.' +\n",
- " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
- " 'Firefox 4 and 5 are also supported but you ' +\n",
- " 'have to enable WebSockets in about:config.');\n",
- " };\n",
- "}\n",
- "\n",
- "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
- " this.id = figure_id;\n",
- "\n",
- " this.ws = websocket;\n",
- "\n",
- " this.supports_binary = (this.ws.binaryType != undefined);\n",
- "\n",
- " if (!this.supports_binary) {\n",
- " var warnings = document.getElementById(\"mpl-warnings\");\n",
- " if (warnings) {\n",
- " warnings.style.display = 'block';\n",
- " warnings.textContent = (\n",
- " \"This browser does not support binary websocket messages. \" +\n",
- " \"Performance may be slow.\");\n",
- " }\n",
- " }\n",
- "\n",
- " this.imageObj = new Image();\n",
- "\n",
- " this.context = undefined;\n",
- " this.message = undefined;\n",
- " this.canvas = undefined;\n",
- " this.rubberband_canvas = undefined;\n",
- " this.rubberband_context = undefined;\n",
- " this.format_dropdown = undefined;\n",
- "\n",
- " this.image_mode = 'full';\n",
- "\n",
- " this.root = $('<div/>');\n",
- " this._root_extra_style(this.root)\n",
- " this.root.attr('style', 'display: inline-block');\n",
- "\n",
- " $(parent_element).append(this.root);\n",
- "\n",
- " this._init_header(this);\n",
- " this._init_canvas(this);\n",
- " this._init_toolbar(this);\n",
- "\n",
- " var fig = this;\n",
- "\n",
- " this.waiting = false;\n",
- "\n",
- " this.ws.onopen = function () {\n",
- " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
- " fig.send_message(\"send_image_mode\", {});\n",
- " fig.send_message(\"refresh\", {});\n",
- " }\n",
- "\n",
- " this.imageObj.onload = function() {\n",
- " if (fig.image_mode == 'full') {\n",
- " // Full images could contain transparency (where diff images\n",
- " // almost always do), so we need to clear the canvas so that\n",
- " // there is no ghosting.\n",
- " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
- " }\n",
- " fig.context.drawImage(fig.imageObj, 0, 0);\n",
- " };\n",
- "\n",
- " this.imageObj.onunload = function() {\n",
- " this.ws.close();\n",
- " }\n",
- "\n",
- " this.ws.onmessage = this._make_on_message_function(this);\n",
- "\n",
- " this.ondownload = ondownload;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_header = function() {\n",
- " var titlebar = $(\n",
- " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
- " 'ui-helper-clearfix\"/>');\n",
- " var titletext = $(\n",
- " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
- " 'text-align: center; padding: 3px;\"/>');\n",
- " titlebar.append(titletext)\n",
- " this.root.append(titlebar);\n",
- " this.header = titletext[0];\n",
- "}\n",
- "\n",
- "\n",
- "\n",
- "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
- "\n",
- "}\n",
- "\n",
- "\n",
- "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
- "\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_canvas = function() {\n",
- " var fig = this;\n",
- "\n",
- " var canvas_div = $('<div/>');\n",
- "\n",
- " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
- "\n",
- " function canvas_keyboard_event(event) {\n",
- " return fig.key_event(event, event['data']);\n",
- " }\n",
- "\n",
- " canvas_div.keydown('key_press', canvas_keyboard_event);\n",
- " canvas_div.keyup('key_release', canvas_keyboard_event);\n",
- " this.canvas_div = canvas_div\n",
- " this._canvas_extra_style(canvas_div)\n",
- " this.root.append(canvas_div);\n",
- "\n",
- " var canvas = $('<canvas/>');\n",
- " canvas.addClass('mpl-canvas');\n",
- " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
- "\n",
- " this.canvas = canvas[0];\n",
- " this.context = canvas[0].getContext(\"2d\");\n",
- "\n",
- " var rubberband = $('<canvas/>');\n",
- " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
- "\n",
- " var pass_mouse_events = true;\n",
- "\n",
- " canvas_div.resizable({\n",
- " start: function(event, ui) {\n",
- " pass_mouse_events = false;\n",
- " },\n",
- " resize: function(event, ui) {\n",
- " fig.request_resize(ui.size.width, ui.size.height);\n",
- " },\n",
- " stop: function(event, ui) {\n",
- " pass_mouse_events = true;\n",
- " fig.request_resize(ui.size.width, ui.size.height);\n",
- " },\n",
- " });\n",
- "\n",
- " function mouse_event_fn(event) {\n",
- " if (pass_mouse_events)\n",
- " return fig.mouse_event(event, event['data']);\n",
- " }\n",
- "\n",
- " rubberband.mousedown('button_press', mouse_event_fn);\n",
- " rubberband.mouseup('button_release', mouse_event_fn);\n",
- " // Throttle sequential mouse events to 1 every 20ms.\n",
- " rubberband.mousemove('motion_notify', mouse_event_fn);\n",
- "\n",
- " rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
- " rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
- "\n",
- " canvas_div.on(\"wheel\", function (event) {\n",
- " event = event.originalEvent;\n",
- " event['data'] = 'scroll'\n",
- " if (event.deltaY < 0) {\n",
- " event.step = 1;\n",
- " } else {\n",
- " event.step = -1;\n",
- " }\n",
- " mouse_event_fn(event);\n",
- " });\n",
- "\n",
- " canvas_div.append(canvas);\n",
- " canvas_div.append(rubberband);\n",
- "\n",
- " this.rubberband = rubberband;\n",
- " this.rubberband_canvas = rubberband[0];\n",
- " this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
- " this.rubberband_context.strokeStyle = \"#000000\";\n",
- "\n",
- " this._resize_canvas = function(width, height) {\n",
- " // Keep the size of the canvas, canvas container, and rubber band\n",
- " // canvas in synch.\n",
- " canvas_div.css('width', width)\n",
- " canvas_div.css('height', height)\n",
- "\n",
- " canvas.attr('width', width);\n",
- " canvas.attr('height', height);\n",
- "\n",
- " rubberband.attr('width', width);\n",
- " rubberband.attr('height', height);\n",
- " }\n",
- "\n",
- " // Set the figure to an initial 600x600px, this will subsequently be updated\n",
- " // upon first draw.\n",
- " this._resize_canvas(600, 600);\n",
- "\n",
- " // Disable right mouse context menu.\n",
- " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
- " return false;\n",
- " });\n",
- "\n",
- " function set_focus () {\n",
- " canvas.focus();\n",
- " canvas_div.focus();\n",
- " }\n",
- "\n",
- " window.setTimeout(set_focus, 100);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_toolbar = function() {\n",
- " var fig = this;\n",
- "\n",
- " var nav_element = $('<div/>')\n",
- " nav_element.attr('style', 'width: 100%');\n",
- " this.root.append(nav_element);\n",
- "\n",
- " // Define a callback function for later on.\n",
- " function toolbar_event(event) {\n",
- " return fig.toolbar_button_onclick(event['data']);\n",
- " }\n",
- " function toolbar_mouse_event(event) {\n",
- " return fig.toolbar_button_onmouseover(event['data']);\n",
- " }\n",
- "\n",
- " for(var toolbar_ind in mpl.toolbar_items) {\n",
- " var name = mpl.toolbar_items[toolbar_ind][0];\n",
- " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
- " var image = mpl.toolbar_items[toolbar_ind][2];\n",
- " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
- "\n",
- " if (!name) {\n",
- " // put a spacer in here.\n",
- " continue;\n",
- " }\n",
- " var button = $('<button/>');\n",
- " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
- " 'ui-button-icon-only');\n",
- " button.attr('role', 'button');\n",
- " button.attr('aria-disabled', 'false');\n",
- " button.click(method_name, toolbar_event);\n",
- " button.mouseover(tooltip, toolbar_mouse_event);\n",
- "\n",
- " var icon_img = $('<span/>');\n",
- " icon_img.addClass('ui-button-icon-primary ui-icon');\n",
- " icon_img.addClass(image);\n",
- " icon_img.addClass('ui-corner-all');\n",
- "\n",
- " var tooltip_span = $('<span/>');\n",
- " tooltip_span.addClass('ui-button-text');\n",
- " tooltip_span.html(tooltip);\n",
- "\n",
- " button.append(icon_img);\n",
- " button.append(tooltip_span);\n",
- "\n",
- " nav_element.append(button);\n",
- " }\n",
- "\n",
- " var fmt_picker_span = $('<span/>');\n",
- "\n",
- " var fmt_picker = $('<select/>');\n",
- " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
- " fmt_picker_span.append(fmt_picker);\n",
- " nav_element.append(fmt_picker_span);\n",
- " this.format_dropdown = fmt_picker[0];\n",
- "\n",
- " for (var ind in mpl.extensions) {\n",
- " var fmt = mpl.extensions[ind];\n",
- " var option = $(\n",
- " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
- " fmt_picker.append(option)\n",
- " }\n",
- "\n",
- " // Add hover states to the ui-buttons\n",
- " $( \".ui-button\" ).hover(\n",
- " function() { $(this).addClass(\"ui-state-hover\");},\n",
- " function() { $(this).removeClass(\"ui-state-hover\");}\n",
- " );\n",
- "\n",
- " var status_bar = $('<span class=\"mpl-message\"/>');\n",
- " nav_element.append(status_bar);\n",
- " this.message = status_bar[0];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
- " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
- " // which will in turn request a refresh of the image.\n",
- " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.send_message = function(type, properties) {\n",
- " properties['type'] = type;\n",
- " properties['figure_id'] = this.id;\n",
- " this.ws.send(JSON.stringify(properties));\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.send_draw_message = function() {\n",
- " if (!this.waiting) {\n",
- " this.waiting = true;\n",
- " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
- " }\n",
- "}\n",
- "\n",
- "\n",
- "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
- " var format_dropdown = fig.format_dropdown;\n",
- " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
- " fig.ondownload(fig, format);\n",
- "}\n",
- "\n",
- "\n",
- "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
- " var size = msg['size'];\n",
- " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
- " fig._resize_canvas(size[0], size[1]);\n",
- " fig.send_message(\"refresh\", {});\n",
- " };\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
- " var x0 = msg['x0'];\n",
- " var y0 = fig.canvas.height - msg['y0'];\n",
- " var x1 = msg['x1'];\n",
- " var y1 = fig.canvas.height - msg['y1'];\n",
- " x0 = Math.floor(x0) + 0.5;\n",
- " y0 = Math.floor(y0) + 0.5;\n",
- " x1 = Math.floor(x1) + 0.5;\n",
- " y1 = Math.floor(y1) + 0.5;\n",
- " var min_x = Math.min(x0, x1);\n",
- " var min_y = Math.min(y0, y1);\n",
- " var width = Math.abs(x1 - x0);\n",
- " var height = Math.abs(y1 - y0);\n",
- "\n",
- " fig.rubberband_context.clearRect(\n",
- " 0, 0, fig.canvas.width, fig.canvas.height);\n",
- "\n",
- " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
- " // Updates the figure title.\n",
- " fig.header.textContent = msg['label'];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
- " var cursor = msg['cursor'];\n",
- " switch(cursor)\n",
- " {\n",
- " case 0:\n",
- " cursor = 'pointer';\n",
- " break;\n",
- " case 1:\n",
- " cursor = 'default';\n",
- " break;\n",
- " case 2:\n",
- " cursor = 'crosshair';\n",
- " break;\n",
- " case 3:\n",
- " cursor = 'move';\n",
- " break;\n",
- " }\n",
- " fig.rubberband_canvas.style.cursor = cursor;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
- " fig.message.textContent = msg['message'];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
- " // Request the server to send over a new figure.\n",
- " fig.send_draw_message();\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
- " fig.image_mode = msg['mode'];\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.updated_canvas_event = function() {\n",
- " // Called whenever the canvas gets updated.\n",
- " this.send_message(\"ack\", {});\n",
- "}\n",
- "\n",
- "// A function to construct a web socket function for onmessage handling.\n",
- "// Called in the figure constructor.\n",
- "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
- " return function socket_on_message(evt) {\n",
- " if (evt.data instanceof Blob) {\n",
- " /* FIXME: We get \"Resource interpreted as Image but\n",
- " * transferred with MIME type text/plain:\" errors on\n",
- " * Chrome. But how to set the MIME type? It doesn't seem\n",
- " * to be part of the websocket stream */\n",
- " evt.data.type = \"image/png\";\n",
- "\n",
- " /* Free the memory for the previous frames */\n",
- " if (fig.imageObj.src) {\n",
- " (window.URL || window.webkitURL).revokeObjectURL(\n",
- " fig.imageObj.src);\n",
- " }\n",
- "\n",
- " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
- " evt.data);\n",
- " fig.updated_canvas_event();\n",
- " fig.waiting = false;\n",
- " return;\n",
- " }\n",
- " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
- " fig.imageObj.src = evt.data;\n",
- " fig.updated_canvas_event();\n",
- " fig.waiting = false;\n",
- " return;\n",
- " }\n",
- "\n",
- " var msg = JSON.parse(evt.data);\n",
- " var msg_type = msg['type'];\n",
- "\n",
- " // Call the \"handle_{type}\" callback, which takes\n",
- " // the figure and JSON message as its only arguments.\n",
- " try {\n",
- " var callback = fig[\"handle_\" + msg_type];\n",
- " } catch (e) {\n",
- " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
- " return;\n",
- " }\n",
- "\n",
- " if (callback) {\n",
- " try {\n",
- " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
- " callback(fig, msg);\n",
- " } catch (e) {\n",
- " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
- " }\n",
- " }\n",
- " };\n",
- "}\n",
- "\n",
- "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
- "mpl.findpos = function(e) {\n",
- " //this section is from http://www.quirksmode.org/js/events_properties.html\n",
- " var targ;\n",
- " if (!e)\n",
- " e = window.event;\n",
- " if (e.target)\n",
- " targ = e.target;\n",
- " else if (e.srcElement)\n",
- " targ = e.srcElement;\n",
- " if (targ.nodeType == 3) // defeat Safari bug\n",
- " targ = targ.parentNode;\n",
- "\n",
- " // jQuery normalizes the pageX and pageY\n",
- " // pageX,Y are the mouse positions relative to the document\n",
- " // offset() returns the position of the element relative to the document\n",
- " var x = e.pageX - $(targ).offset().left;\n",
- " var y = e.pageY - $(targ).offset().top;\n",
- "\n",
- " return {\"x\": x, \"y\": y};\n",
- "};\n",
- "\n",
- "/*\n",
- " * return a copy of an object with only non-object keys\n",
- " * we need this to avoid circular references\n",
- " * http://stackoverflow.com/a/24161582/3208463\n",
- " */\n",
- "function simpleKeys (original) {\n",
- " return Object.keys(original).reduce(function (obj, key) {\n",
- " if (typeof original[key] !== 'object')\n",
- " obj[key] = original[key]\n",
- " return obj;\n",
- " }, {});\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.mouse_event = function(event, name) {\n",
- " var canvas_pos = mpl.findpos(event)\n",
- "\n",
- " if (name === 'button_press')\n",
- " {\n",
- " this.canvas.focus();\n",
- " this.canvas_div.focus();\n",
- " }\n",
- "\n",
- " var x = canvas_pos.x;\n",
- " var y = canvas_pos.y;\n",
- "\n",
- " this.send_message(name, {x: x, y: y, button: event.button,\n",
- " step: event.step,\n",
- " guiEvent: simpleKeys(event)});\n",
- "\n",
- " /* This prevents the web browser from automatically changing to\n",
- " * the text insertion cursor when the button is pressed. We want\n",
- " * to control all of the cursor setting manually through the\n",
- " * 'cursor' event from matplotlib */\n",
- " event.preventDefault();\n",
- " return false;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
- " // Handle any extra behaviour associated with a key event\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.key_event = function(event, name) {\n",
- "\n",
- " // Prevent repeat events\n",
- " if (name == 'key_press')\n",
- " {\n",
- " if (event.which === this._key)\n",
- " return;\n",
- " else\n",
- " this._key = event.which;\n",
- " }\n",
- " if (name == 'key_release')\n",
- " this._key = null;\n",
- "\n",
- " var value = '';\n",
- " if (event.ctrlKey && event.which != 17)\n",
- " value += \"ctrl+\";\n",
- " if (event.altKey && event.which != 18)\n",
- " value += \"alt+\";\n",
- " if (event.shiftKey && event.which != 16)\n",
- " value += \"shift+\";\n",
- "\n",
- " value += 'k';\n",
- " value += event.which.toString();\n",
- "\n",
- " this._key_event_extra(event, name);\n",
- "\n",
- " this.send_message(name, {key: value,\n",
- " guiEvent: simpleKeys(event)});\n",
- " return false;\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
- " if (name == 'download') {\n",
- " this.handle_save(this, null);\n",
- " } else {\n",
- " this.send_message(\"toolbar_button\", {name: name});\n",
- " }\n",
- "};\n",
- "\n",
- "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
- " this.message.textContent = tooltip;\n",
- "};\n",
- "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
- "\n",
- "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
- "\n",
- "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
- " // Create a \"websocket\"-like object which calls the given IPython comm\n",
- " // object with the appropriate methods. Currently this is a non binary\n",
- " // socket, so there is still some room for performance tuning.\n",
- " var ws = {};\n",
- "\n",
- " ws.close = function() {\n",
- " comm.close()\n",
- " };\n",
- " ws.send = function(m) {\n",
- " //console.log('sending', m);\n",
- " comm.send(m);\n",
- " };\n",
- " // Register the callback with on_msg.\n",
- " comm.on_msg(function(msg) {\n",
- " //console.log('receiving', msg['content']['data'], msg);\n",
- " // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
- " ws.onmessage(msg['content']['data'])\n",
- " });\n",
- " return ws;\n",
- "}\n",
- "\n",
- "mpl.mpl_figure_comm = function(comm, msg) {\n",
- " // This is the function which gets called when the mpl process\n",
- " // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
- "\n",
- " var id = msg.content.data.id;\n",
- " // Get hold of the div created by the display call when the Comm\n",
- " // socket was opened in Python.\n",
- " var element = $(\"#\" + id);\n",
- " var ws_proxy = comm_websocket_adapter(comm)\n",
- "\n",
- " function ondownload(figure, format) {\n",
- " window.open(figure.imageObj.src);\n",
- " }\n",
- "\n",
- " var fig = new mpl.figure(id, ws_proxy,\n",
- " ondownload,\n",
- " element.get(0));\n",
- "\n",
- " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
- " // web socket which is closed, not our websocket->open comm proxy.\n",
- " ws_proxy.onopen();\n",
- "\n",
- " fig.parent_element = element.get(0);\n",
- " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
- " if (!fig.cell_info) {\n",
- " console.error(\"Failed to find cell for figure\", id, fig);\n",
- " return;\n",
- " }\n",
- "\n",
- " var output_index = fig.cell_info[2]\n",
- " var cell = fig.cell_info[0];\n",
- "\n",
- "};\n",
- "\n",
- "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
- " fig.root.unbind('remove')\n",
- "\n",
- " // Update the output cell to use the data from the current canvas.\n",
- " fig.push_to_output();\n",
- " var dataURL = fig.canvas.toDataURL();\n",
- " // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
- " // the notebook keyboard shortcuts fail.\n",
- " IPython.keyboard_manager.enable()\n",
- " $(fig.parent_element).html('<img src=\"' + dataURL + '\">');\n",
- " fig.close_ws(fig, msg);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.close_ws = function(fig, msg){\n",
- " fig.send_message('closing', msg);\n",
- " // fig.ws.close()\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
- " // Turn the data on the canvas into data in the output cell.\n",
- " var dataURL = this.canvas.toDataURL();\n",
- " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\">';\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.updated_canvas_event = function() {\n",
- " // Tell IPython that the notebook contents must change.\n",
- " IPython.notebook.set_dirty(true);\n",
- " this.send_message(\"ack\", {});\n",
- " var fig = this;\n",
- " // Wait a second, then push the new image to the DOM so\n",
- " // that it is saved nicely (might be nice to debounce this).\n",
- " setTimeout(function () { fig.push_to_output() }, 1000);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._init_toolbar = function() {\n",
- " var fig = this;\n",
- "\n",
- " var nav_element = $('<div/>')\n",
- " nav_element.attr('style', 'width: 100%');\n",
- " this.root.append(nav_element);\n",
- "\n",
- " // Define a callback function for later on.\n",
- " function toolbar_event(event) {\n",
- " return fig.toolbar_button_onclick(event['data']);\n",
- " }\n",
- " function toolbar_mouse_event(event) {\n",
- " return fig.toolbar_button_onmouseover(event['data']);\n",
- " }\n",
- "\n",
- " for(var toolbar_ind in mpl.toolbar_items){\n",
- " var name = mpl.toolbar_items[toolbar_ind][0];\n",
- " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
- " var image = mpl.toolbar_items[toolbar_ind][2];\n",
- " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
- "\n",
- " if (!name) { continue; };\n",
- "\n",
- " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
- " button.click(method_name, toolbar_event);\n",
- " button.mouseover(tooltip, toolbar_mouse_event);\n",
- " nav_element.append(button);\n",
- " }\n",
- "\n",
- " // Add the status bar.\n",
- " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
- " nav_element.append(status_bar);\n",
- " this.message = status_bar[0];\n",
- "\n",
- " // Add the close button to the window.\n",
- " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
- " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
- " button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
- " button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
- " buttongrp.append(button);\n",
- " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
- " titlebar.prepend(buttongrp);\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._root_extra_style = function(el){\n",
- " var fig = this\n",
- " el.on(\"remove\", function(){\n",
- "\tfig.close_ws(fig, {});\n",
- " });\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._canvas_extra_style = function(el){\n",
- " // this is important to make the div 'focusable\n",
- " el.attr('tabindex', 0)\n",
- " // reach out to IPython and tell the keyboard manager to turn it's self\n",
- " // off when our div gets focus\n",
- "\n",
- " // location in version 3\n",
- " if (IPython.notebook.keyboard_manager) {\n",
- " IPython.notebook.keyboard_manager.register_events(el);\n",
- " }\n",
- " else {\n",
- " // location in version 2\n",
- " IPython.keyboard_manager.register_events(el);\n",
- " }\n",
- "\n",
- "}\n",
- "\n",
- "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
- " var manager = IPython.notebook.keyboard_manager;\n",
- " if (!manager)\n",
- " manager = IPython.keyboard_manager;\n",
- "\n",
- " // Check for shift+enter\n",
- " if (event.shiftKey && event.which == 13) {\n",
- " this.canvas_div.blur();\n",
- " event.shiftKey = false;\n",
- " // Send a \"J\" for go to next cell\n",
- " event.which = 74;\n",
- " event.keyCode = 74;\n",
- " manager.command_mode();\n",
- " manager.handle_keydown(event);\n",
- " }\n",
- "}\n",
- "\n",
- "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
- " fig.ondownload(fig, null);\n",
- "}\n",
- "\n",
- "\n",
- "mpl.find_output_cell = function(html_output) {\n",
- " // Return the cell and output element which can be found *uniquely* in the notebook.\n",
- " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
- " // IPython event is triggered only after the cells have been serialised, which for\n",
- " // our purposes (turning an active figure into a static one), is too late.\n",
- " var cells = IPython.notebook.get_cells();\n",
- " var ncells = cells.length;\n",
- " for (var i=0; i<ncells; i++) {\n",
- " var cell = cells[i];\n",
- " if (cell.cell_type === 'code'){\n",
- " for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
- " var data = cell.output_area.outputs[j];\n",
- " if (data.data) {\n",
- " // IPython >= 3 moved mimebundle to data attribute of output\n",
- " data = data.data;\n",
- " }\n",
- " if (data['text/html'] == html_output) {\n",
- " return [cell, data, j];\n",
- " }\n",
- " }\n",
- " }\n",
- " }\n",
- "}\n",
- "\n",
- "// Register the function which deals with the matplotlib target/channel.\n",
- "// The kernel may be null if the page has been refreshed.\n",
- "if (IPython.notebook.kernel != null) {\n",
- " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
- "}\n"
- ],
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